Since the second Trump administration swept into office in January 2025, it has undertaken a range of damaging and destabilizing actions that have weakened the economy, undermined workers, hurt businesses and consumers, and threatened core elements of our democracy. While Trump has targeted numerous Democratic-led states and cities, the Washington, D.C., region has faced acute and prolonged harms since day one. From the first set of executive actions signed on Inauguration Day, the Trump administration has attacked people and businesses in the capital region repeatedly and intensely. These initial actions announced the president’s dubious claims of authority to fire large segments of the federal workforce, eliminate long-standing federal agencies and programs, and begin a campaign of illegal and inhumane mass deportations.  

The Trump administration’s damaging actions have been enabled and abetted by Republican members of Congress. Their passage of H.R. 1, the bill that the White House has referred to as the “One Big Beautiful Bill Act” (OBBBA), amplifies the administration’s mass deportation agenda and shreds critical health care and food supports for lower-income families to finance tax cuts for the wealthy. This funding bill will only cause more pain in the years ahead for Washington, D.C.-area households and throughout the country.

Congress also passed a federal spending bill that constrained the District of Columbia’s ability to spend its own tax revenue (Koma 2025) and a resolution that may force the district to adopt local tax code changes that match the OBBBA, whether the city wants to or not—changes that will jeopardize hundreds of millions of dollars for city programs (D.C. Fiscal Policy Institute 2026).

In this report, we assess the early indicators of the damage of Trump’s actions and their effects on the Washington, D.C., regional economy, with particular attention to effects on workers and the labor market. We focus on this region due to its prominence as an early target of the Trump administration, in part due to its large federal workforce. Additionally, the district’s unique status as a non-state means that its leaders have far less legal authority to resist Trump’s interference than other target areas do.

Throughout this report, unless otherwise indicated, the data describe economic conditions for the Washington, D.C., metropolitan statistical area (MSA), which includes the District of Columbia, four nearby counties in Maryland, six cities and 11 counties in northern Virginia, and one county in West Virginia. We also refer to this region as the DMV (Washington, D.C.; Maryland; and Virginia). While we do not yet have the requisite data to fully and precisely document all the effects of the administration’s actions, we can see clear signals that the regional economy is already struggling, with more severe impacts likely to register in the data soon.

We then explore some of the factors that make other regions particularly vulnerable to significant economic harm from the Trump administration’s agenda. These include counties with large concentrations of federal workers, areas where federal transfer income (such as Medicaid and Social Security) makes up a significant portion of the region’s economic base, and places with significant immigrant populations. Though Trump has largely targeted prominent, Democratic-led areas, many of the regions most susceptible to the harmful economic consequences of the administration’s actions are rural counties, frequently represented in Congress by Republicans.

Trump’s actions in Washington, D.C., have led to reduced employment and rising unemployment

The clearest sign of the harm that the Trump administration’s actions have done to the Washington, D.C., regional economy is the substantial drop in the region’s employment rate. Based on EPI analysis of Current Population Survey data from the Bureau of Labor Statistics, from December 2024 to December 2025, the share of the regional working-age population with a job fell by 3.2 percentage points.1 As shown in Table 1, this compares with a decline of just 0.4 percentage points for the country over the same period. Among prime-age workers (those ages 25–54), the share employed in the DMV fell by 2.7 percentage points, compared with a decline of just 0.1 percentage points for the country overall.

This dramatic drop in regional employment is a direct result of the Trump administration’s relentless attacks on federal government workers, cuts to federal programs and agencies, and their cascading effects on connected regional industries. Prior to Trump’s taking office, federal employees made up 11.2% of the metro area’s total workforce (BLS-CES-SAE 2025).2 Between the end of 2024 and 2025, federal employment in the DMV region fell by more than 53,800 jobs (-14.2%) (BLS-CES-SAE 2026).3 These losses reverberated through the regional economy as affected households pulled back on spending, and many may have even opted to move, as data show the DMV region had the largest increase in home sale listings of any major metro last year (Brookings Institution 2026).

These significant cuts to federal employment, though highly damaging on their own, are only the first layer of the administration’s harm on the regional labor market. The DMV has a non-federal workforce of over three million people (BLS-CES-SAE 2026), many of whom work at firms that consult with, contract with, are funded by, or are otherwise connected to the government.4 The Trump administration has terminated thousands of grants to scientific research institutions (Kozlov, Tollefson, and Garisto 2026) and frozen or delayed funding for tens of thousands of nonprofit organizations, causing those targeted to limit operations or lay off staff (Tomasko et al. 2025). These cuts have also shrunk the funding pool for nonprofit groups, causing budget challenges even for those not previously receiving federal funding, as they must compete with groups previously funded through federal programs that are now scrambling to fill gaps with private support (Barrett 2025). The administration has also moved to cancel contracts with any company that maintains a commitment to DEI standards (Singh 2026). Although these cuts affect organizations everywhere, the DMV is disproportionately vulnerable to the economic harms of attacks on this sector as it has one of the highest concentrations of nonprofits in the country (Friesenhahn 2025). This is evident in the region’s slight dip (-0.3%) in private-sector employment from December 2024 to December 2025, a change from the consistent, albeit slowing, growth that had marked the years following the COVID-19 pandemic. At the national level, private-sector employment experienced slow but still positive change (0.5%) over the same period (BLS-CES-SAE 2026).5

The widespread impact of the administration’s actions can be seen in the breadth of employment declines across racial, ethnic, gender, and age groups in the region. As shown in Table 1, the employment rate fell by at least 2 percentage points for every demographic category of workers in the DMV. Notably, young workers under age 25 (-4.3 percentage points), workers age 55 and older (-3.3 percentage points), men (-3.5 percentage points), and Black workers (-5.9 percentage points) all experienced drops in their employment rates larger than the regional average. For older workers, the above-average decline likely reflects, at least in part, the firings and retirements of many federal employees, including many who had been near retirement age and opted into the so-called “Fork in the Road” deferred resignation program. For young workers, the administration’s funding and programmatic cuts directly reduced many traditional Beltway early-career opportunities (internships, fellowships), while weakness in the broader regional economy simultaneously forced area employers to pull back on entry-level positions.

Still, not all groups have been equally affected by Trump’s actions. As Table 1 shows, Black workers in the DMV region have suffered the largest employment declines, with the share employed falling by 5.9 percentage points in 2025. This is nearly triple the employment drop experienced by white workers (2.0 percentage points) in the region and, notably, more than seven times the employment drop of Black workers throughout the country overall (0.8 percentage points). Again, this is a direct consequence of the administration’s attacks on the federal workforce. Black workers have long tended to make up a larger share of the public sector than they do in the private sector—both in the DMV and across the country. This is because the public sector has historically been a pathway to the middle class for workers of color who face labor market discrimination in the private sector (Maye and Marvin 2025).

Trump’s massive cuts to federal employment have also rapidly undone what had been considerable progress in shrinking the regional Black-white employment gap. Figure A shows the employment rate of DMV workers, overall and by race/ethnicity, since the end of 2018. The rapid drop in the Black employment rate since the start of President Trump’s second term is striking, bringing the regional Black employment rate back down to its pandemic-era low. It is also notable that before that drop began, Black workers in the region were employed at essentially the same rate as their white counterparts—the only time in the last two decades when that occurred. These losses in employment will exacerbate existing racial and gender inequity across wages, poverty, and unemployment (Markoff and Zielinski 2026; Zielinski 2025; Busette and Elizondo 2022).

Recent increases in the DMV’s overall unemployment rate underscore the damage Trump is doing to the region. The non-seasonally adjusted unemployment rate jumped more than a full percentage point, from 3.1% in January 2025 to 4.4% in January 2026—more than four times the increase in the national figure. (Importantly, this increase understates the weakening of the area labor market, as the BLS estimates the DMV labor force shrank by 3% over the same period—meaning that many workers who would have been counted as unemployed simply left the area labor force.) For comparison, the national non-seasonally adjusted unemployment rate increased by less than half a percentage point, moving from 4.4% in January 2025 to 4.7% in January 2026 (BLS-LAUS 2026).

These numbers do not capture the full extent of the economic downturn in the DMV area, nor can they give us precise insight into where the pain has been most acutely felt. The administration’s violent deportation agenda, for example, will lead to a drop in immigrant and U.S.-born Hispanic workers’ employment, but resulting changes in Hispanic employment rates may be muted by the corresponding shrinking of the overall Hispanic population (Zipperer 2025). In other words, while the overall Hispanic population in the U.S. may fall dramatically in coming years, the ratio of remaining employed workers to remaining total population may stay somewhat consistent. This will mask the true scale of the economic and social harm being done to immigrant communities in the DMV and across the country.

It is also difficult to fully quantify how the deployment and continued presence of National Guard troops, violent immigration actions, and other authoritarian, fear-inducing tactics have impacted D.C.-area businesses, workers, and families, particularly in neighborhoods with predominately Black and Latino populations. Early data show regional declines in tourism, consumer spending, and foot traffic; harder to capture are the emotional and long-term economic consequences (Montgomery 2025; Hadden Loh and Haskins 2025; Sachs and Cocco 2025). Other recent analyses estimate similar economic harms in cities where targeted federal immigration enforcement actions have been aggressively deployed (Rosenthal and Sojourner 2026). A full accounting of the Trump administration’s harms on the Washington, D.C., region will take years to document.

Other localities should brace for similar consequences

Some of the Trump administration’s actions and their acute consequences are unique to the DMV, a function of the region’s high concentration of federal employees and government contractors, as well as the District of Columbia’s lack of statehood and full constitutional rights. However, the anti-government attacks the administration has unleashed on DMV-area households, workers, and businesses will have cascading consequences for communities throughout the country. The effects of the administration’s authoritarian attacks on the civil service, democratic institutions, and immigrants (Human Rights Watch 2026) that first registered across the DMV should be viewed as a preview of the consequences that will be felt in other regions. While no locality will be spared, regions particularly at risk include those with large shares of government workers (especially federal workers, but state and local government workers too), localities in which federal funding and social safety net programs make up a large portion of total area income, and those with large immigrant populations.

Trump’s attacks on the federal workforce will harm communities that rely on their employment

The day Trump returned to power in January 2025, he began attacking the federal workforce, first by moving to reclassify tens of thousands of federal employees to make it easier to fire and replace them with political loyalists (EPI 2026c), and then by stripping more than one million federal workers of their collective bargaining rights (EPI 2025a). The Trump White House subsequently worked feverishly to slash federal employment, attempting large and chaotic reductions in force, shuttering entire agencies, and coercing tens of thousands of staff to resign, among many other attacks (Poydock 2025). As of March 2026, the administration’s actions have reduced nationwide federal government employment by over 350,000 (11.7%) since January 2025 (Gould 2026).

Though federal workers make up a sizeable share of the DMV’s workforce, over 80% of federal workers live outside the region (Partnership for Public Service 2024). For instance, in Alaska, Hawaii, and New Mexico—states that are home to large swaths of federal and Native land, military bases, and federal research institutions—federal workers make up at least 4.5% of total employment (EPI 2025c). Within states, federal workers tend to be concentrated in specific localities. For instance, in Apache County, Arizona, which is largely made up of the Navajo Nation and the White Mountain Apache Reservations, lands that extend beyond county lines, the federal government employs 12% of the county’s workers, more than double the next most significant county for federal worker employment in the state (EPI 2025c). There are 22 U.S. counties, spread across the South, Midwest, and West Census regions, where federal workers comprise at least 10% of the county’s workforce (see Table 2).

In these counties and elsewhere, federal workers are the backbone of the regional economy, both through the essential services they provide and through their contributions to the local economy. Trump’s attacks simultaneously threaten federal workers’ livelihoods and the economic health of communities in which these workers’ spending on goods and services makes up a large share of economic activity in the region. In Apache County, Arizona, civilian government workers’ earnings comprise 11.7% of total economic activity in the county (see Table 3)—roughly the same as their share of overall county employment. However, in some counties, federal employees’ earnings are a disproportionate share of the regional economic base. For instance, in Leavenworth County, Kansas, where federal employees make up 10.0% of employment (Leavenworth has a large federal prison), federal civilian earnings comprise 22.1% of total income in the county.

The effects from lost federal jobs and income in these regions could be devastating. Some of these communities are places that have already faced historic disinvestment and in which there are few local employment opportunities that can match the quality of federal government jobs. These jobs are historically stable, good quality, union jobs that offer a pathway to the middle class, particularly for workers without a college education.6

Regions highly dependent on federal revenue will also suffer from a reduction in services and a loss of income

Beyond the harm to localities from reductions in the federal workforce, localities that are particularly reliant on federal government revenue and services will bear the consequences of Trump’s actions most acutely, though no locality will be spared from harm. For example, the Trump administration has announced or considered $23 billion in cuts to federal clean energy projects in nearly every state (CATF 2025) and $8 billion in cuts to colleges and universities that will impact every state’s economy (Bedekovics and Ragland 2025). Trump’s 2025 budget bill also made massive cuts to federal safety net programs that millions of low-income households rely on in order to finance tax cuts for the wealthiest households and corporations.

Funds from federal programs such as SNAP, Medicaid, and other social programs not only help struggling families make ends meet, they also comprise a significant share of a locality’s “economic base,” the amount of money circulating in that region, as shown by sociologist Robert Manduca in a recent working paper (2025). Indeed, an often-overlooked benefit of Medicaid coverage is its role as a source of income for low-income households (money they would have had to spend on medical care in the absence of Medicaid). For the bottom 20% of households in the U.S., Medicaid comprised 70% of their total money income, based on recent data from the Congressional Budget Office (Bivens, Wething, and Morrissey 2025). In fact, government transfers such as Social Security, Medicare, and Medicaid collectively made up 40% of the economic base of U.S. regions in 2022 (Manduca 2025). Substantial cuts to government social programs that support low-income households could reduce the economic base of these localities, at a scale equivalent, in many cases, to the loss of entire private industries in those areas.

Without deliberate intervention by state lawmakers to offset lost federal revenues, localities in every state face dire economic losses, but states particularly reliant on government transfers will suffer most. For instance, take Clay County, West Virginia, which is represented in Congress by Rep. Carol Miller (R-WV01), who voted in support of Trump’s budget bill (Miller 2025). Clay County’s poverty rate is more than double the national rate, and its per capita income is half the national amount (U.S. Census 2024a). Of the 10 U.S. counties that rely most on each of the largest federal social insurance programs (Medicare, Medicaid, SNAP, and Social Security) as a share of their economic base, Clay is the only county in the country to show up three times (see Table 4). Federal government transfers in the form of Medicare, SNAP, and Social Security payments comprise 57% of Clay County’s economic base, 20 times the share comprised by the earnings of every private industry in the county combined. Alaska, Arizona, Florida, Georgia, Kentucky, Tennessee, and West Virginia all have at least three counties that are ranked in the top 10 in the country for their reliance on a given social safety net program as a share of the county’s economic base (see Table 4).

Localities that have significant shares of federal workers and rely heavily on federal government transfers may face particularly significant consequences as a result of Trump’s attacks on the federal workforce and the Republican budget bill’s cuts to essential social safety net programs. For example, in Rio Arriba County, New Mexico, and Apache County, Arizona, federal government workers make up 16.1% and 12.0% of all workers in the county, respectively (EPI 2025b). At the same time, both counties are ranked in the top-10 counties most reliant on federal government transfers—Apache is #2 for Medicaid, and Rio Arriba is #10 for SNAP. In Apache County, federal government transfers account for three-quarters (76.9%) of the county’s economic base, and the earnings of federal government civilian workers account for 11.7%—the Navajo Nation Tribal Government is the county’s largest employer (NACOG 2023). Meanwhile, private earnings account for a mere 2.8% of the county’s economy. In Apache, Trump’s cuts to both the federal workforce and federal government programs mean that the federal government may be unable to fulfill its legal obligations to tribal communities (Brown 2025) that have faced decades of disinvestment and depressed economic outcomes resulting from historic land theft and forced assimilation. Apache County’s poverty rate of 31.2% (AZ Economics 2026) is nearly triple the national rate of 11.1% in 2023 (Shrider 2024).

Trump’s anti-immigrant crackdown and deportation agenda hurt localities with large immigrant populations

Trump has launched a campaign of terror against immigrant communities, communities of color, and those who stand with them. Last summer, Trump federalized local police and deployed thousands of federal troops to diverse cities with large immigrant populations (Kim 2025). Though Washington, D.C., may have experienced the most visible federal troop presence, a function of the district’s lack of statehood and the president’s unchecked authority to mobilize the National Guard there (Dallas 2025), Los Angeles was the first city Trump targeted after public opposition to aggressive immigration raids (Kim 2025). It was soon followed by Washington, D.C.; Memphis, Tennessee; Portland, Oregon; New Orleans, Louisiana; Minneapolis, Minnesota; and Portland, Maine.

These attacks are characteristic of an authoritarian playbook that includes forcing the leaders of diverse, opposition-led communities to bend to the strongman government’s will (McManus, Benson, and Herman 2024). Minneapolis, home to a large immigrant population, was subjected to an unprecedented immigration crackdown that drew widespread protests (Boone 2026). During “Operation Metro Surge,” as it was called, federal immigration enforcement officials made 4,000 arrests and killed two U.S. citizens. Though the true toll of this violent operation may never be fully quantified, initial economic data show clear cause for concern. A recent analysis estimated that Trump’s immigration crackdown has led to a 2.9% decline in consumer spending in Minnesota over a single month—the equivalent of the state’s economy losing $626 million (Rosenthal and Sojourner 2026). Relative to overall consumer spending, the food and accommodation sector (which employs a large share of immigrant workers) saw the most significant decline in January 2026—3.8% or a $46 million reduction in economic activity. Researchers also estimated that nearly 3% of workers in the Minneapolis-Saint Paul region were unable to work during the occupation, resulting in a loss of over $100 million in wages (Sojourner and Rosenthal 2026).

Trump’s deportation agenda will continue to destabilize local communities and result in job losses for immigrant and U.S.-born residents alike (Zipperer 2025). Though immigrants live in counties across the U.S., coastal urban areas tend to have the largest shares of foreign-born residents. Counties with the largest foreign-born populations include Miami-Dade, Florida; Queens, New York; Aleutians, Alaska; and Hudson, New Jersey (see Table 5). Counties with relatively large shares of immigrants may see particularly acute harms from aggressive immigration enforcement.

Communities face overlapping economic threats from attacks on federal workers, the social safety net, and immigrants, but state and local lawmakers can resist them.

The Trump administration’s attacks on the federal workforce, the social safety net, and immigrant communities are designed to exacerbate economic precarity in many communities that are already struggling (Bivens 2026). The implementation of Trump’s authoritarian agenda in the DMV region may be the first, clearest, and in some cases most direct manifestation of its harms, but other localities across the country—particularly those with large federal workforces, those that are heavily dependent on federal revenue and those with sizeable immigrant populations—are far from immune, and many will suffer as much, if not more, from this agenda.

While state and local leaders cannot stop federal attacks, they do have the power to resist Trump’s agenda by improving state labor standards (EPI 2026b), advancing protections for immigrant workers (Díaz and Whitaker 2026), investing in the public-sector workforce (Bivens and Shierholz 2026), and using progressive tax policies (Austin and Davis 2025) to stabilize funding for critical social programs and other investments that workers, families, and communities need.

Notes

1. Throughout this report, unless explicitly noted, the source for all employment rate data is the authors’ analysis of Current Population Survey data (EPI 2026a). We compare an average of calendar year 2025 with calendar year 2024 in order to have adequate sample sizes for the noted demographic groups.

2. Employment level by industry and sector data come from the authors’ analysis of the Bureau of Labor Statistics’ Current Employment Statistics (CES) State and Metro Area (SAE) data.

3. These numbers are calculated using monthly totals rather than annual averages. A quarterly comparison of 2025Q4 to 2024Q4 finds roughly the same results—employment fell by 52,600 jobs (13.9%). The quarterly analysis omits October in both years to maintain an apples-to-apples comparison, accounting for missing data due to the government shutdown that began in October 2025 and the subsequent lapse in Bureau of Labor Statistics funding.

4. The non-federal workforce includes private sector workers as well as state and local government employees.

5. These numbers are calculated using monthly totals rather than annual averages. Quarterly comparisons of 2025 Q4 to 2024 Q4 produce similar results—private sector employment fell by 0.1% in the DMV and grew by 0.7% nationally. The quarterly analysis follows the methodology outlined in note 2.

6. On average, federal workers with advanced degrees typically earn less in wages and total compensation than their private-sector counterparts. Federal workers without an advanced degree typically earn more than their private-sector counterparts and have access to retirement benefits that have become less common in the private sector (CBO 2024).

References

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Originally held Thursday, April 9, 2026.

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Throughout this second term we’ve also seen a steady increase in white supremacist rhetoric and images coming from government officials: Agency-run social media accounts make appeals to the homeland, remigration, and other white nationalist dog-whistle phrases, while the president himself continues to demonize nonwhite immigrants and cities with large minority populations, and to mischaracterize the Civil Rights Movement as harmful to white people.

These actions and rhetoric are not simply poor governance; they follow a historical script that white supremacists in the United States have used for centuries to undermine progress toward equity. Each time, that script sets the stage for policy changes that lead to a massive increase in economic inequality. Here’s the pattern:

1. Establish distrust in progressive goals by raising the specter of racial minorities corrupting and taking advantage of a government that has “overstepped its authority.”
2. Severely curtail government functions by dismantling existing programs directed toward progressive policy goals (e.g., equity, poverty prevention) and allowing others to expire, halting forward progress.
3. Institute methods of targeting and controlling nonwhite populations, increasing economic insecurity, stoking fear, and lowering their political and economic power relative to white peers.

Consider what took place in the half-century following the Civil War, as the United States tried and failed to rebuild itself into a multiracial democracy for the first time:

1. Establish distrust: Disaffected ex-Confederates led campaigns of misinformation alleging that newly elected Black government officials were corrupt and undeserving, that the government itself had overreached by sending federal troops to ensure that Southern states followed the law with respect to racial inclusion, and that allowing Black men the vote presented an existential threat to white men, women, and children. In the West, white supremacists spread similar misinformation about Chinese immigrant workers.
2. Halt forward progress: Federal troops were removed from Southern states, exposing Black families to horrific acts of economic, social, and spiritual violence from white vigilantes; institutions like the Freedmen’s Bureau and Freedman’s Bank were dismantled and allowed to collapse, curtailing progress toward integrating Black families into the U.S economy with dignity.
3. Target and control nonwhite populations: White supremacists in government passed legislation limiting the economic, social, and political rights available to nonwhite Americans, most notably Jim Crow laws and the Chinese Exclusion Act. These policies led to significant economic precarity for nonwhite workers, allowing exploitative systems like sharecropping to thrive and ensuring railroad workers and miners had little recourse to protest poor working conditions.

This reassertion of white supremacy saw the government take a big step back from progressive goals and ushered in one of the most unequal and unstable ages of U.S. economic history: The Gilded Age.

For a more recent example, consider the 40-year-long backlash to racial progress made in the mid-20th century through the efforts of the Civil Rights Movement (beginning with the first Reagan administration in 1980):

1. Establish distrust: Disaffected conservatives employed an intellectual strategy (neoliberalism) designed to cast government as the source of America’s economic woes, rather than a tool that could be used to alleviate them. Neoliberalism recast the social safety net that had been designed to keep poor and working-class families, children, and the elderly out of poverty as a hammock in which lazy, undeserving Black people (especially single Black mothers) could comfortably take advantage of taxpayer dollars.
2. Halt forward progress: Citing the myth of an undeserving, perpetually dependent “underclass,” Republican and Democratic administrations alike took action. They made major cuts to programs designed to alleviate economic hardship, halting progress toward closing racial gaps in poverty because Black families are more likely to be impoverished. The federal government added strict work and income requirements to social programs like food stamps (SNAP) and Aid to Families with Dependent Children (AFDC, eventually replaced by the much less adequate TANF) that decreased their efficacy. The government stripped institutions devoted to enforcing and advancing civil rights like the EEOC and the Commission on Civil Rights of funds and reduced their scope.
3. Target and control nonwhite populations: Beginning in the 1970s the United States embarked on an unprecedented expansion of policing and the carceral state; the development of this mass incarceration led to an explosion of arrests, convictions, and crucially, imprisonment. Nonwhite men were and still are overwhelmingly the targets of this system, with Black incarceration rates six times higher than those of white people. Incarceration serves as a tool of economic stratification that renders Black and brown workers noncompetitive with white workers and severely limits the capacity of Black and brown families to accumulate wealth, alongside a host of other imposed disadvantages.

The wealthiest owners of capital used white supremacy to shape policy decisions such that they could capture a greater share of economic power and resources, influencing government to withdraw resources previously used to support and protect workers and families of all shades. This also set the stage for weakening labor standards, chipping away at workers’ rights to organize, allowing globalization to displace blue-collar workers, and influencing the Fed’s tolerance of excessive unemployment.

Further, as more of our national spending shifted toward law enforcement rather than social welfare, racial targeting increased, poverty was criminalized, and so too did a greater share of income go to the top percentile earners. Significant progress toward racial economic equity—little that there was—has all but ceased since the 1980s.

Figure A shows the raw deal that both Black and white workers have been given since the 1980s. While the workforce became around 84% more productive between 1979 and 2024, workers’ wages grew much more slowly. Typical white workers’ wages only grew 37% over the same period, while Black workers’ wages grew even more slowly at 28.5%.

Figure A

Figure B shows how racial wage inequality increased along with rising corporate power. The lighter line here represents the extent to which workers’ productivity increased faster than their pay (the ratio of net productivity—or output per hour—to total compensation per hour); in other words, the extent to which employers were able to capture a greater share of economic output than workers. As the wage gap between typical Black and white workers increased (from 16.6% in 1979 to 21.6% in 2024, a growth rate of 30%), so too did the ratio between productivity and pay (from 1.6 in 1979 to 2.27 in 2024, a growth rate of 42%). In this view, white supremacy works as a wedge by which the working class is separated, weakening worker power and allowing the productivity-pay ratio to increase.

It took the labor market shock and reset of a global pandemic, and the rapid, expansionary policy response toward it, to finally break the decades-long trend of increasing Black-white wage inequality; the resulting tight labor market saw faster wage growth between 2019–2024 for low-wage workers (who are disproportionately Black and brown) than for any period since 1979, and a drop in the Black-white wage gap from its peak in 2018 at 26.4% to 21.6% in 2024. This relatively rapid reduction in Black-white income inequality provides important context for our current wave of white supremacist backlash.

Figure B

White supremacy has always been employed in the United States as a political economic strategy for maintaining social hierarchy. That hierarchy is consistent both with the assertion of white privilege and with corporate interests. The value in maintaining white supremacy for the interests of wealthy elites is that it complicates class solidarity across racial lines, while also pre-establishing a population of workers who exist along a spectrum of exploitation.

The most exploitable of these workers (e.g. Black, brown, women, and/or poor workers) have little to no recourse for protection nor serious prospects of changing their class position without explicit outside intervention, even across generations. Workers with more proximity to power (e.g. white, male, and/or high-income workers) have access to real social and material benefits that come from their relative position, and so are incentivized to maintain the status quo. Even still, these workers face exploitation and economic precarity as the truly wealthy continue to build capital, and their share of the nation’s income and wealth continues to rise.

The Trump administration’s motivations are clear when viewed through the lens of white supremacist political economy. This framing puts Project 2025 into its proper historical context as a recycled agenda designed to reassert the social and economic privileges of white Americans relative to their Black and brown neighbors, pacifying potential white opposition toward policies that will most enrich the few at their absolute expense. If this historical script is allowed to run its course—that is, if the administration is successful at establishing distrust in the efficacy of government, halting what forward progress we’ve made toward equity and progressive goals, and targeting and controlling nonwhite populations—the final act will be another massive increase in economic inequality and instability, a period in which most American families will suffer.

There is a path forward, however. Progress toward racial equity has always threatened consolidated class power, particularly in the United States. A working-class coalition across racial lines has historically been a dangerous prospect for those invested in maintaining inequality because it creates the possibility of a serious inversion of power, a realization that solidarity could genuinely result in a more equitable distribution of the costs and benefits of production. Building a genuine multiracial democracy in which people from all groups can expect to be treated with dignity and have access to the same economic security and opportunity is a real path toward breaking down inequality run rampant.

Here’s the bottom line. When we see:

• A concerted effort to discredit and defund the important work done by Black and brown women government employees to move us toward equity (Establish distrust)
• The tearing down of historic laws and institutions devoted to providing equal access to opportunity and security to all Americans (Halt forward progress)
• The terrorizing of nonwhite workers and their families in places of work and worship alike (Target and control nonwhite populations)

We must recognize these efforts as intentional ones that lead us all—white workers and their families included—down a path to greater economic inequality, instability, and injustice.

Key takeaways

The Trump administration’s unwise policy agenda has the potential to do great damage to U.S. families—and this is true even if it does not lead to recession or spiking inflation in the near term. While this agenda has heightened the risk of recession in coming years, the greatest future damage will come from slowing growth in the economy’s supply side and raising inequality. Trump’s economic policies will cause incomes and wages for typical families to grow more slowly, and this will lead to a less affordable life for many.  

How will Trump administration policies harm income growth for typical families? 

• The Trump administration inherited a fundamentally strong economy from the Biden administration. Yet the Trump administration’s policy agenda has raised the risk of a near-term recession by slowing growth in spending by households, businesses, and governments (aggregate demand).  

• • Federal workforce cuts, deportations and a slowdown in immigration, and chaos in trade policy and the administration’s approach to the Federal Reserve have all weighed on demand growth. 

• • The deportation agenda and cutbacks to the federal workforce will deeply damage the economy’s supply side as well. Further, deficit-financed tax cuts will also put headwinds in front of growth in the economy’s supply side in coming years. These growth reductions will be small in any given year but will accumulate quickly and lead to future incomes being significantly lower than they would have been under a different policy regime.  

• Finally, the 2025 Republican-led tax cuts favor the rich, while the spending cuts included in the same Republican megabill will sharply lower incomes for the bottom half of U.S. households (ranked by income) in coming years. This combination will lead to a very large spike in inequality.  

• • The Trump administration’s assaults on typical workers’ bargaining power and leverage, and its support for corporations with significant market power, will increase pre-tax inequality.  

Policy choices that fostered excess unemployment, slow growth of the economy’s supply side, and rising inequality have all contributed to making recent decades extremely difficult for typical families. The policies of the Trump administration double down on the worst policy decisions of this period and will make typical families reliably poorer in the future, even if an outright recession or spiking inflation does not happen.  

In the first months of the second Trump administration, the question that popped up frequently about its economic policy agenda was, “Will it cause a recession?” After a year and no clear signs of a recession (at least not yet), many looking to formulate an organized critique of the Trump agenda argue that it is making affordability for American families worse.

Both the concerns of heightened recession risks and deteriorating affordability are valid. Trump policies really are making a recession more likely and even if a recession does not occur, these policies will harm typical families’ ability to afford what they need. This affordability crunch will happen for two reasons: Trump policies will hamstring the economy’s ability to supply goods and services, and these policies aim to increase inequality by transferring income from the bottom and middle toward the top. Sometimes this affordability crunch will manifest as higher prices or faster inflation, but it is more likely to appear as slower wage growth and the rollback of public supports for households. But its root is always and everywhere poor economic choices, including prioritizing the interests of the rich and corporations over the concerns of typical American families.

This report provides an explanation and overview of how Trump policies will impact overall U.S. economic performance and the living standards and economic security of typical families.

• In the short run, Trump policies raise the risk of recession.
  • The U.S. economy might avoid a recession over the next year, but the Trump agenda has made a recession far more likely than it would have been without these policy choices.
    • The short-run danger from Trump policies stems from the chaotic implementation of tariff policies, the administration’s cuts to social spending in the 2025 Republican budget megabill, their rapid and random downsizing of the federal workforce, and the chilling effects their mass deportation aspirations have on spending.
• In the long run, the Trump policy agenda will significantly reduce the U.S. economy’s ability to supply goods and services without high and rising inflation.
  • The administration’s deportation agenda is slowing the size of the future U.S. labor force and has maybe even shrunk it.
  • Trump has backed mostly deficit-financed tax cuts for the rich, which will slow the size of the future U.S. capital stock.
  • His administration is attacking key federal agencies and has shown a lack of strategy in tariff policies, which are slowing the size of the future U.S. technology stock.
• In both the short and the long run, the Trump policy agenda is guaranteed to cause greater inequality.
  • In the short run, the huge tax cuts tilted mostly toward the rich and the spending cuts falling mostly on the bottom 40% will lead to an enormous rise in inequality.
  • A possible recession will damage the labor market and likely lead to rising inequality over any subsequent recovery as unemployment remains elevated.
  • Further, the Trump administration’s attacks on the leverage and bargaining power of typical workers and the administration’s toleration of monopolization and abusive financial practices will see income in the business sector reliably funneled away from typical workers and toward the already-rich owners and managers of large companies.
  • The Trump administration has hamstrung or downsized the key functions of the federal civilian workforce that work to level playing fields between the rich and corporations on one hand and typical workers and consumers on the other.
• Finally, many of the Trump administration’s policy choices will inflict significant damage on U.S. families that is not reflected in contemporaneous measures of GDP or income. Just because this damage is not reflected in real-time GDP or income data does not mean it is unimportant or cannot be measured well.
  • For example, regulations enforced by the federal government lead to greater air and water quality, and voluminous research indicates these save lives and many Americans highly value them. If the attack on the federal workforce and the Trump administration’s generally anti-regulatory stance lead to rollbacks in air and water quality, people will suffer, even as most of this suffering is not well captured in GDP.

In what follows, we provide the economic basis for these conclusions, focusing on Trump policy effects on aggregate demand, potential output (supply), and income distribution and how these drive real-world outcomes for typical families. Families will feel the bad outcomes from all three dimensions of macroeconomic performance as a deterioration in affordability.

Three key dimensions of macroeconomic performance: Demand, supply, and distribution

A quick overview of some important macroeconomic concepts can help organize thoughts about how the Trump policy agenda will tangibly affect U.S. families. The most important tasks policymakers must get right to offer typical families’ economic security are as follows: managing aggregate demand, fostering potential output (supply) growth, and ensuring equitable distribution of income.

Managing aggregate demand just means making sure unemployment and inflation stay low most of the time and are quickly returned to low levels when shocks push them higher for some stretch of time. The key to successful aggregate demand management is ensuring that spending by households, governments, and businesses is high enough to fully employ all resources in the economy—especially labor, but not so high as to generate ongoing inflation. This means ensuring that aggregate demand matches potential output.

Fostering growth in potential output (supply) involves making sure the economy’s productive capacity grows rapidly over the long run. Key elements include fostering growth in the labor force and productivity (a measure of how much output and income is generated in an average hour of work in the economy). Growth in productivity depends on the educational attainment and quality of the labor force, the size of the capital stock that workers can use to aid production, and the state of technology in the economy.

Ensuring an equitable distribution of growth means making sure the overall income growth generated in the economy is shared at least proportionally throughout the income distribution. Even better would be growth biased more toward households in the bottom half of the income distribution. This would help reverse some of the large increases in inequality that occurred over the past few generations of economic life in the U.S. Fostering an equitable distribution of growth matters for typical families for an obvious reason: If average living standards rise rapidly, but living standards for the large majority lag far behind as households at the very top see extreme above-average gains, it is hard to declare this an economic success for broad-based economic security. Without an equitable distribution of growth, too many people would be unable to afford daily life.

Trump policies will drag on aggregate demand and raise recession risks

Recessions happen and unemployment rises when spending by households, businesses, and governments (demand) lags behind potential output (supply). Because supply tends to change slowly and predictably, it is sharp cutbacks in demand that lead to recessions and rising unemployment.[1]

When demand falls short of supply, this means that there is more capacity in the economy to produce goods and services than demand to buy them. To illustrate, let’s take the example of a restaurant. It will not hire staff to cover every table and cook meals for a full house, unless there are paying customers at each table. If demand (or the number of customers) falls, then the restaurant will cut back staff and food purchases by roughly the same amount.

Figure A shows estimates of potential output and actual gross domestic product (GDP) over time. When actual GDP falls short of potential output, it can be inferred that GDP is demand-constrained (more could be produced if economic actors simply spent more). The shortfalls of actual GDP relative to potential may look small on the graph, but they correspond to significant economic distress. The growing gap between 2007 to 2009 was associated with the unemployment rate rising from 4.4% to just under 10%—meaning that roughly 9 million people lost their jobs during this time period. Others dropped out of the labor force, and wage growth even for those workers who kept their jobs was significantly damaged as well, as their main source of leverage to gain wage increases (the threat of—or ability to—leave their current job to find a higher-paying one) lost power in a labor market with huge pools of unemployed workers. Over the 2007–2017 period, excess unemployment translated into roughly 47 million years of avoidable unemployment for U.S. workers, and this period of soft labor markets kept wage growth firmly suppressed.[2]

Figure A

Throughout 2025, many have raised concerns that Trump administration policies could lead to a recession. It should be noted how surprising this development would be, considering the context. The economy handed over by the outgoing Biden administration in January 2025 was extremely strong, and there were no obvious macroeconomic threats moving forward that would have led one to forecast a recession in the next few years.[3]

For a recession to happen in the next year or two, there would need to be some short-run shock or drag on aggregate demand that forces it below the economy’s potential output. Despite the strength of the economy the Trump administration inherited, their subsequent policy agenda since his inauguration in 2025 contains plenty of reasons to worry about such drags.

For one, the Trump administration’s assault on the federal workforce directly destroys employment and incomes. Between January and December 2025, 290,000 federal workers have lost their jobs. While this is not enough by itself to drag an otherwise healthy national economy into recession (as it constitutes less than 0.2% of total employment), it certainly puts downward pressure on aggregate demand.

On top of this, the spending cuts in the 2025 Republican budget megabill (which the White House has referred to as the OBBB) will reduce aggregate demand in coming years. [4] For example, the Republican megabill will cut SNAP and Medicaid benefits by a combined $100 billion per year on average over the next decade. Households receiving Medicaid and SNAP benefits will cut back spending sharply when these benefits are reduced. Further, the megabill rolled back a set of Biden administration policies that sharply reduced student loan payments. In coming years, households will have to pay substantially higher student loan payments to the federal government.

Finally, another fiscal change that was not an explicit part of the megabill but was notable in its absence is the expiration of enhanced subsidies to buy health insurance in the marketplace exchanges established by the Affordable Care Act (ACA). The rollback of these enhanced subsidies—also passed during the Biden administration—will double out-of-pocket payments for the premiums of the 20 million Americans enrolled in these exchanges, increasing costs by more than $30 billion annually in coming years.[5]

The tax cuts in the Republican megabill are unlikely to do much to spur demand for two reasons. First, they are tilted toward high-income households whose spending is not constrained by their current incomes. Second, the tax cuts are small relative to a “current policy” baseline, meaning that they leave tax burdens unchanged, not appreciably lower, relative to 2025.[6]

The mass deportation agenda of the Trump administration will have its most predictably negative effects on the economy’s supply side, as millions of immigrant workers are forced out of the country.[7] But immigrants are not just workers; they are consumers as well. Further, immigrant workers are key complements to U.S.-born workers in many industries. Deporting these consumers and complementary workers and making it harder and more dangerous for those who remain to conduct the normal business of their lives will clearly have depressing effects on aggregate demand as well.

Most importantly, the radical uncertainty and chaotic implementation of Trump policies—particularly the trade policies—seem almost designed to freeze new business investment. Who would set up a new manufacturing facility if they had no idea what the competitive landscape of the sector was going to look like in coming years? Will tariffs protect domestic production? Will tariffs make imported inputs into the factory more expensive? Will protective tariffs vanish overnight when a foreign government meets the president’s demands of the day? Will future profits be reduced because the Trump administration arbitrarily demands ownership stakes in companies? Business investment is by far the most volatile component of aggregate demand, and it is the one that generally leads to recessions. It seems highly plausible that the Trump administration’s policies could cause business investment to seize up and slow growth.

Early in Trump’s second term, the administration’s “Liberation Day” tariffs led to most forecasters sharply raising the risk of a recession happening over the next year.[8] The sharp reversal of these historically high and broad tariffs to levels “only” half as high on average led to this risk receding a bit, yet still remaining sharply higher than it was in January 2025. So far, most of the “hard” economic data (that measure actual economic transactions like wages, employment, incomes, or gross domestic product) have yet to signal that a recession is coming.

Part of the relative robustness of macroeconomic measures likely owes to the fortuitous timing of a boom in AI-related spending, which largely began in mid-2023.[9] The valuation of stock markets has reached the second-highest levels in history—trailing only the stock market bubble of 2000–2001 (also driven by a boom in tech stocks). Much of these stock market gains have been driven by AI-related firms. A significant amount of consumption spending out of these wealth gains has likely contributed nontrivially to growth over the past year.

Further, capital expenditures related to the AI-boom have also been contributing to growth. Starting in 2023, year-over-year real growth (adjusted for inflation) in data centers, for example, has consistently exceeded 35%, peaking at just under 77% in late 2024 and remaining above 30% throughout most of 2025. While this AI-related spending has helped keep the U.S. economy well clear from recession through the third quarter of 2025, it is the kind of spending that would likely evaporate relatively quickly if business sentiment about the future use and profitability of AI investments dims.

If this happened, the depressing effect on wider business investment stemming from the uncertainty mentioned above might well dominate and lead to quick decelerations in growth. Evidence of this depressing effect seems already clear, as investment in components not related to the AI boom looks notably weak over the past year.

Figure B

The danger of a slowdown in aggregate demand highlights how much discussions about affordability need to go beyond prices.[10] Much of the discourse about affordability recently was driven by the outbreak of very high inflation in the early 2020s, following the COVID-19 pandemic. But absent very rare and sharp increases in inflation like that (and which tend to be driven by external events like pandemics and wars, not policy missteps), the main damage to affordability over time does not stem from fast inflation, but from slow growth in wages and incomes. A recession would return inflation in the U.S. to very low levels. The recession of 2008–2009, for example, led to inflation averaging below 2% for the following decade. And yet this low inflation provided next to no relief for affordability because the high unemployment of that period—which was the source of disinflation—sapped workers’ leverage and bargaining power in labor markets and led to slow wage growth.[11]

A recession in the next year would solve the price side of affordability in that it would lead to a sharp slowdown in inflation, but it would force wage growth down even faster, and hence, would exacerbate, not help, the ongoing problem of affordability properly defined.

All in all, it seems safe to say that the Trump administration’s policies have significantly elevated the risk of a recession over the next year. Their trade policy retreat has been sharp enough that a recession might well be avoided. But this hinges largely on the administration’s being able to resist whipsawing trade policy chaotically again—and this seems far from certain. But we may well navigate the next year without a recession—largely stemming from the momentum of the strong economy the current administration inherited and the lucky timing of much AI-related spending remaining strong through 2025.

Trump polices will quickly erode the economy’s ability to supply goods and services without inflation—this damages affordability for typical families

However, the avoidance of a recession would not mean the economic policy decisions of this administration were wise. If the only question on the table regarding the impact of Trump policies was “Will there be a recession?” the future of the U.S. economy would be much less bleak. Instead, the more predictable and larger amount of damage that the Trump administration’s policies will inflict will not come through downward pressure on aggregate demand but through the rapid erosion of the economy’s potential output and the upward redistribution of income instead. These influences will be experienced by typical families as wages, incomes, and public supports failing to outpace prices by sufficient margins over time, thereby damaging affordability.

In the previous section, we noted the sharp economic damage done by the aggregate demand shortfall of the early 2010s. The most obvious and acute damage stemming from this shortfall was the elevated unemployment rate of that time, along with the attendant damage to wage growth.

However, the worst lingering damage from that long period of deficient aggregate demand likely came from its spillover effect in destroying potential output. When employers see that customers are scarce and workers are cheap and plentiful, their imperative to invest in worker training or newer capital or innovative technological processes to economize on labor costs and boost productivity is blunted. And when jobless workers see elevated unemployment rates and the low probability of being hired, job seekers can get discouraged, and labor force participation can falter.[12]

Over time these dynamics lead to a lower-quality workforce and smaller capital stock, which reduce productivity growth and potential output. Figure A showed actual GDP and successive estimates of potential output over time. Between 2007 and 2019, these potential output estimates continually fall as the demand shortfall bends down potential output, as productive investment is blunted. By 2019, potential output was $2.2 trillion below where its 2007 trend would have left it in that year. This translates into $6,500 less income for every adult and child in the United States in 2019 (or $26,000 less income for a family of four). In short, over a 5–10-year period, even small bends in the growth of potential output have huge real-world consequences.

Supply destruction leads directly to unaffordability

This discussion of potential output growth likely sounds abstract to noneconomists. But it has profound effects on typical families’ economic security, and the way this slowing down of potential output translates into observable real-world effects is by making affordability worse for these families. For example, in the paragraph above, we said that the slowdown of potential output growth after 2007 translated by 2019 to $6,500 less in inflation-adjusted income for every person in the United States (or $26,000 less income for a family of four). The way this happens is by wages and incomes failing to outpace growth prices by satisfactory amounts—even during times (like the 2010s) when inflation was extremely low.

And, of course, the gap in the race between wages and prices differs depending on the specific goods and services examined. In the 2010s, the output that was produced less and less, relative to historic norms, was housing.[13] This reduced output of housing translated directly into higher relative prices for rents.

While there is a lot about this collapse in housing production and rise in rental prices that is housing-specific, the root of all of this pressure on affordability stems from macroeconomic choices. If potential output growth slows for the overall economy, then the production of something will lag, and its price is likely to rise. If we had somehow kept housing construction constant in the face of a fall in overall potential output, the biggest affordability problem would have shown up someplace else, but one surely would have emerged.

How Trump policies will slow potential output and exacerbate affordability concerns

In the current moment with unemployment that is still relatively low by historical standards and so-far adequate aggregate demand, the imminent threat to the economy’s supply side today is not an extended recession, but simply the direct effect of many Trump policies. When (not if, but when) potential output growth falters in coming years, it will again represent a sharp break from the economy the Trump administration inherited, an economy that saw rapid productivity growth in the years following the pandemic.

Figure C

The potential supply destruction stemming from Trump administration policies comes along many margins.

Loosening immigration restrictions and unleashing mass deportations

The most obvious blow to the economy’s potential output would be Trump’s mass deportation policy. If the U.S. relied solely on growth in U.S.-born workers, labor force growth would shrink rapidly over the next decade (see Bivens 2025c). Successful mass deportations—besides causing great and unnecessary human misery—would actually push labor force growth in the U.S. economy into negative territory in coming years.

Further, immigrant and U.S.-born labor supply are often complementary (Zipperer 2025). One obvious example is that child care centers are disproportionately staffed with foreign-born workers. If mass deportations cause significant closures of these centers, U.S.-born parents will often be forced into stopping work in order to care for children.

Cutting back federal spending and the workforce

We noted the cutbacks to federal workforce and spending previously as short-run threats to aggregate demand. But the federal government is not just a source of short-run demand; it also provides absolutely crucial inputs needed for robust private-sector growth.[14] Recent decades have seen sharp cuts in the size of the federal workforce and the investments in the functions it provides. By January 2025, the size of the federal workforce and the spending to support it were at historically low levels relative to the broader economy. In short, it seems clear that this workforce and the state capacity of the federal government were already significantly degraded even before the Trump administration took power. Since then, the administration has unleashed an unrelenting attack on this state capacity.

Perhaps the clearest way reduced federal spending will translate into slower potential output growth in coming years comes from cutbacks to science and research. Fieldhouse and Mertens (2025), for example, have estimated that nearly a third of total factor productivity (TFP) growth stems from federally financed research and development spending.

Further, the Trump administration has significantly cut back federal spending on universities. A key driver of productivity growth over time is a more educated and skilled workforce. Today’s higher education cuts are guaranteed to slow the growth of labor quality in the U.S. workforce in coming decades.

Other federal agencies collect, analyze, clean, and provide access to free, publicly available, high-quality data on the nation’s economy and demographics. These services provide enormous monetary value to private-sector actors (see Hughes-Cromwick and Coronado 2019).

Other agencies provide crucial monitoring services that help the nation avoid financial, epidemiological, or weather disasters. These investments provide a huge rate of return relative to the (likely too small) federal spending done on them. Even monitoring and surveillance that directly aim to constrain and manage private-sector decision-making can often actually lead to better private-sector outcomes. Hirtle, Kovner, and Plosser (2019), for example, examine the outcome of banks when they receive more or less regulatory scrutiny from federal banking supervisors. The authors find that “…banks that receive more supervisory attention hold less risky loan portfolios, are less volatile, and are less sensitive to industry downturns, but do not have slower growth or profitability.”

By far the biggest long-run threat to the U.S. and global economies’ ability to produce goods and services without inflation is the effect of climate change. Climate change can be thought of as an ongoing erosion of the economy’s productive capacity. For example, key swathes of land will become less valuable as flooding and disaster exposure rise, buildings and factories will be threatened by extreme weather, and the productivity of work that must be performed outside will suffer due to either extreme weather or needed spending to mitigate the effects of it on workers. Investments that mitigate greenhouse gas emissions (GHG) and reduce the effects of climate change are incredibly valuable in the long run for maintaining the economy’s supply side. By far the biggest and most effective investments in this type of mitigation ever made by the United States were the subsidies for clean energy and its adoption in the Inflation Reduction Act (IRA) of 2022. The Republican budget megabill, however, rolled back the majority of these IRA subsidies and will hence lead to far fewer reductions in GHG emissions in coming years. Essentially these rollbacks will accelerate the destruction to the economy’s supply side that is ongoing due to climate change.

Many federal agencies are responsible for providing and enforcing transparent rules for markets that channel economic competition into productivity improvements, instead of zero-sum opportunism. For example, the Securities and Exchange Commission and the Consumer Financial Protection Bureau provide protection to investors by enforcing rules against fraud or misappropriation of their funds from companies they invest in. This promotes trust and allows more liquid capital markets that are able to provide finance for more prospective and ongoing businesses. The Federal Trade Commission and the Antitrust Division at the Department of Justice aim to keep firms’ monopoly power from distorting markets. The Occupational Health and Safety Administration and the Wage and Hour Division at the Department of Labor protect employees from abusive workplaces, allowing them to choose among prospective employers without having to factor in whether there will be unsafe or exploitative working conditions with these employers.

Another key federal agency priority that has had profoundly beneficial effects on the U.S. economy’s supply side in recent decades is enforcement of anti-discrimination laws. The Equal Employment Opportunity Commission, for example, was established in 1965. Hsieh et al. (2019) have noted that since then, there has been an enormous increase in the share of high-wage, high-skill occupational employment that is accounted for by women and Black men. In turn, the authors estimate that this more efficient allocation of workers to occupations based on talent and merit accounted for up to 40% of all growth in the U.S. economy since 1960. Much of this better allocation of talent has stemmed directly from enforcement of anti-discrimination laws. Going forward from today, there is ample scope for ongoing and/or improved enforcement of anti-discrimination laws to support future growth. If instead, the enforcement of these laws withers, and there is a reduction in the efficient allocation of talent to occupation, this could be an outright headwind to growth going forward.

Haphazardly implementing poorly designed and chaotic tariff policy

The chaotic implementation of the administration’s tariff policy is surely a short-run drag on aggregate demand. But, if the end result of the policy is to leave the United States with historically high and broad tariff rates (which is where the tariff policy has landed as of December 2025, even with the sharp reversal of many of the highest tariffs), without any obvious corresponding benefit from well-designed industrial policy considerations, then this will also slow potential output growth.[15]

Tariffs are essentially a way to block the lowest-cost method of delivering goods to U.S. households and businesses, if this lowest-cost method involves imports. Sometimes this kind of blockage is fully justified by other policy concerns besides what is the cheapest production at the moment. For example, if foreign governments subsidize their producers in a specific sector, and if the U.S. deems it imperative to have productive capacity in that sector, then tariffs can help keep domestic producers from being forced out of business by the decisions of foreign governments.

Further, if the sectors that domestic producers are being forced out of looked poised to drive productivity gains in coming decades, there might be a strategic benefit to using tariffs to protect domestic production. The case of electric vehicles (EVs) is one potential example. There is clearly going to be a large global shift toward EVs in the coming decades. EV manufacturing will scale rapidly, and often this kind of scale produces huge leaps in productivity. If today’s constellation of EV production facilities and foreign countries’ subsidies of their own EV makers threaten to shove U.S. producers entirely out of the race for EV market share, it seems like industrial policy efforts to support domestic production of EVs would make a lot of sense—and this was indeed a priority of the Biden administration.

Similarly, if some or all of the cost advantage of imports in a sector stems from objectionable practices of producers in other countries—say, blatant disregard of fundamental labor rights—tariffs can protect U.S. producers from being forced out of business by these objectionable practices.

But the historically broad and high tariffs of the Trump administration are not being calibrated in any kind of strategic or careful way. Instead, they are blocking the lowest-cost means of delivering goods to U.S. households and businesses randomly. This essentially is the equivalent of a negative technology shock. Businesses (both foreign and domestic in the U.S.) that supply goods have been forced out of the most efficient way to produce goods, and without any countervailing benefit from smartly designed industrial policy considerations.

Finally, the chaotic implementation does not only affect aggregate demand. If ever-shifting tariff levels change the patterns of production that lead to the lowest-cost ways of producing goods in random ways, this makes it impossible to set up efficient supply chains, hence stunting potential output growth.

Financing tax cuts for the rich and corporations with higher debt

In 2000, the ratio of U.S. public debt to gross domestic product (GDP) stood at less than 35%. In 2024, the debt ratio nearly tripled, rising to almost 96%.[16] A large part of this increase was due to the two historically large economic crises experienced in those years: the financial crisis and Great Recession of 2008–2009, and the COVID-19 recession.

More worryingly, even in 2024—a year in which the unemployment rate averaged 4%, the Fed’s short-term interest rates stood at over 5%, and inflation was above the Federal Reserve’s target—the federal budget deficit was 6.2% of GDP. This is too large a deficit for an economy that is at roughly full employment and not in need of fiscal support.[17]

The 2024 deficit can essentially be entirely explained by the successive rounds of tax cuts engineered by Republican administrations since 2000. In 2009, the Congressional Budget Office (CBO) projected what federal revenue as a share of GDP would be if the tax cuts signed into law by George W. Bush in 2001 and 2003 were allowed to lapse (see CBO 2009). They projected that revenue would be 20.2% of GDP by 2019. However, in 2019—after the vast majority of the Bush-era tax cuts were maintained and President Trump signed the 2017 Tax Cuts and Jobs Act (TCJA)—federal revenue came in at just 16.1% of GDP.  If revenue had remained at 2000 levels going forward, even with the extra debt incurred by economic crises, budget deficits by 2024 would’ve been effectively zero.

In the decade after the onset of the Great Recession in 2008 and during the early stages of the 2020–2021 pandemic, large deficits were not harming the economy. In fact, they were usefully propping up aggregate demand even as private sources of demand were plummeting. This chronic shortfall of aggregate demand (sometimes labelled “secular stagnation”) kept spending weak and interest rates and inflation historically low (short-term interest rates stood at essentially zero in all these years).[18] And so long as interest rates were low, no damage was being done by higher deficits.

But in the post-pandemic recovery, aggregate demand (aided by a robust fiscal response to the crisis) has been stronger, and interest rates and inflation have moved decisively off their historic lows. In this environment—when the economy is no longer demand-constrained—further increases in federal debt now compete with private-sector borrowers to find available savings. This, in turn, pushes up interest rates and threatens to crowd out private sector investments in new factories, plants, and equipment. This slowdown in the growth of the nation’s capital stock, in turn, leaves U.S. workers with less capital to aid them in doing their jobs and hence slows the pace of productivity growth.

This potted history of fiscal policy debates in recent decades tells us that after a decade and a half of warnings about the crowding-out effect of higher deficits on investment not ever coming to pass, there is now strong evidence to suggest this might be an important influence on growth going forward. Figure D shows the “real debt service ratio,” a measure of how sharply the government’s borrowing costs are rising. After a long stretch of being under 1%, this measure has recently surpassed its historic high.

Figure D

This historic high was surpassed even before the passage of the 2025 Republican budget megabill—a bill that will add nearly $4 trillion to the federal debt over the next 10 years. Borrowing costs are guaranteed to spike further going forward from now in any time period when the economy sits near full employment.

If the worried-about recession comes to pass in the next year or so, the collapse in private spending will reduce competition for available savings and interest rates will fall and the supply destruction effect of higher interest rates will be muted. But so long as the underlying fiscal structure of the U.S. sees large budget deficits even when the economy is at full employment, this means that interest rates will be high during these full employment periods and investment will be suppressed, leading to slower future productivity growth.

A key aggravating factor of the supply-destroying effects of higher deficits in coming years is what they were used for: simply to give much higher disposable incomes to rich households in the United States.          

One could imagine a counterfactual in which instead of using debt to finance higher disposable incomes for the rich, the federal government used this debt to make significant investments to mitigate emissions of greenhouse gases. This would leave the country with a higher stock of “green” capital (capital used to mitigate greenhouse gas emissions) and a smaller stock of conventional capital. This would be an affirmatively good thing. It would effectively be leaving future generations with slightly lower productivity in producing conventional goods and services, but a more livable and viable climate. Consistent economic growth essentially guarantees that future generations will be significantly richer than the current one in their ability to buy conventional goods and services. Trading off a bit of this advantage for a livable planet would be welcomed by this future generation—and it’s a trade-off they won’t be able to make. Only their ancestors can make it for them.

Alternatively, one could imagine a world in which the federal government took on additional deficits of the size generated by the 2025 Republican megabill to radically increase investments in children: providing federal financing of universal, high-quality pre-kindergarten; boosting aid to K–12 public school systems; and providing a universal Child Allowance to end child poverty. This would not only raise human welfare much more than tax cuts to rich people would; it would also see some of the deficit costs defrayed in coming decades as today’s children grew up healthier and better educated and worked more and earned higher wages in the decades to come. Some of these offsets could be considerable.[19]

There are no such happy offsets that stem from running larger deficits simply to give tax cuts that are radically tilted toward households that don’t need them—the ones at the very top of the income distribution. These deficits are supply destruction for the sake of intentionally increasing inequality.

Threatening a political takeover of Federal Reserve policy decisions

The Trump administration has been far more forceful than previous ones in pressuring the Federal Reserve to fall in line with the administration’s economic goals. They have demanded that the Federal Reserve set interest rate policy to meet the administration’s short-term economic goals and have constantly demanded lower interest rates, even as conditions do not warrant cuts in interest rates (inflation remains above the Fed’s long-run target, and unemployment remains generally low).

If decision-makers throughout the economy—households, businesses, and state and local governments—begin to think that the Federal Reserve’s interest rate decisions will be managed entirely by the executive branch, they might well raise their expectations of inflation in the future. This, in turn, would likely require any future Federal Reserve that committed to reducing inflation (and inflation expectations) to raise interest rates higher than they would otherwise have to be. These higher long-run interest rates would, in turn, reduce investment and slow productivity growth (much like too-large deficits run during times of full employment).

How much will supply destruction slow growth in coming years?

It is very hard to provide any convincingly precise estimates as to how much supply destruction will result from this portfolio of Trump administration policies. What determines the ebb and flow of productivity growth in advanced economies is one of the most debated topics in economics, and one in which no consensus exists. Yet we can give some very rough bounds for how important each element of this potential supply destruction might be over the next decade. The sum of these negative effects would be highly significant for future living standards growth—or affordability.

We start with the Congressional Budget Office’s (2025b) forecasts of potential output growth for the next decade. Currently they forecast that annual growth will average 2.0% between 2025 and 2034.

About 30% of the 2.0% that CBO forecasts (or 0.6% of this growth) stems from their estimate of how much the labor force will grow in those years. However, if one accounts for the Trump administration’s meeting their mass deportation goal of removing 1 million immigrants each year from the United States, this would imply that the labor force will barely grow at all in those years, translating into a 0.4% slowdown of growth in potential output.[20]

More than half of the projected growth in potential output comes from CBO’s forecast of growth in total factor productivity—a measure of how much extra output can be obtained holding inputs constant. TFP growth is often interpreted as a measure of pure technological advance—using new processes and production techniques to get more output out of a given stock of inputs. However, as we noted before, Fieldhouse and Mertens (2025) have estimated that fully one-third of TFP growth in recent decades can be accounted for by direct federal spending on research and development. The Fieldhouse and Mertens (2025) results would imply that a 20% cut in federal research and development spending would reduce projected productivity growth in the U.S. over the next decade by 0.2% annually.[21] This, in turn, would reduce potential output enough by roughly $2,500 for every adult and child in the United States by 2035.[22]

Importantly, their estimates do not include the effect of federal support for institutions of higher education, and this support has been large and critical for these centers of scientific research—likely as important as the direct federal research and development spending. This could easily double the effects from direct federal research and development spending, especially if one accounts for the long-run loss in the labor supply of trained scientists and researchers capable of undertaking research and development that will occur as higher education funding erodes.

CBO (2025b) has estimated that the 2025 Republican megabill will add roughly 7.1 percentage points to the ratio of public debt to GDP by 2034. Using earlier estimates from CBO (2025e) to translate the effect of a higher debt ratio on economic growth, this level of debt increase (assuming no recession intervenes) would slow growth by 0.1%–0.2% by 2034 through its effect on interest rates and investment. Given that Figure D previously showed that higher interest rates really have emerged in recent years, this effect seems possible.[23]

Estimates of the growth effects of the Trump administration’s trade policy are more uncertain. The Yale Budget Lab indicates a long-run effect on the level of GDP of 0.4%. However, it is hard not to make a comparison between the strategy-free actions of the Trump administration and a similar lack of planning that went into the United Kingdom’s exit from the European free trade area (Brexit). Estimates of the effect of Brexit are substantially larger than 0.4%—on the order of 2%–3% of GDP over 10 years (Bloom et al. 2025). If we think that Brexit is a suitable potential model for the fallout from the Trump trade policy—similarly chaotic and unplanned—this would imply a reduction in productivity growth of around 0.25% over the next year.

The long-run growth effect of eroding the federal government’s state capacity through budget cuts and downsizing is harder to estimate. One suggestive paper on this is Klein Martins (2025), who looks at episodes of sharp permanent spending cutbacks in advanced countries over the past 30 years. He estimates highly persistent negative effects on GDP growth of these cutbacks, over timespans well longer (15 years) than could be explained simply by the effect of these spending reductions adding to demand shortfalls. Klein Martins finds that each 1% of GDP in public spending reductions leads to GDP that is 2% smaller 15 years later. Say that half of these effects were driven by the erosion to state capacity stemming from these cuts. The cuts to the federal workforce in 2025 will result in a reduction of federal government spending of roughly 0.1% of U.S. GDP, which would imply (using half of Klein Martins’ estimates) a reduction in GDP of about 0.1%.

Tedeschi (2024) estimates how much higher interest rates driven by political events (like the capture of Fed policymaking by the executive branch) could reduce growth in coming years.[24] He finds that if the political events just moved the “country risk premium” of the United States to look more like the United Kingdom, this could reduce growth by 0.1% annually. If instead, this country risk premium deteriorated enough to look more like other rich, stable economies like Spain, the damage could be closer to 0.3% annually.

Adding up supply destruction from Trump policies

The Trump deportation goals could reduce labor supply growth by 0.4% over the next decade. The cuts to direct public research and development spending and this spending supported by institutions of higher education could each slow productivity growth by 0.2% over this period. Financing the Trump administration’s tax cuts for the rich with debt could reduce capital investment and hence productivity by 0.2%. If Brexit is the best model for the administration’s strategy-free trade policy, this could also reduce productivity growth by 0.2%. If the Trump-led attacks on the Fed led to steep concerns in international financial markets that raise the U.S. country risk premium and other interest rates significantly, this could slow growth by up to 0.3% in coming years. The administration’s attacks on the state capacity of the federal government could reduce growth by 0.1%. Their capture of Federal Reserve policy—leading to rising interest rates—could slow growth by between 0.1%–-0.3%. Adding these up, this means growth could slow by just under 2% on average over the next decade, with productivity growth slowing by well over 1%.

Somewhat ironically, the optimistic projections of how much advances in AI could boost U.S. productivity growth over the next decade tend to cluster around 1% annually.[25] The damage being done by the Trump administration to the economy’s supply side over the next decade is hence potentially as large as the most optimistic projections for how much a new burst of technology could boost it. If this came to pass, it would constitute just the latest episode of poor policy decisions squandering the potential benefits of economic growth and technological advance. The typical U.S. household today is not poorer in absolute terms compared with decades ago. But they are shockingly poorer relative to the potential growth they could have enjoyed with smarter policy that prioritized their economic security over showering the rich with even more perks.

Trump policies will raise inequality—the worst blow to families’ affordability

As we noted before, affordability is determined simply by the race between families’ economic resources (wages, incomes, and publicly provided subsidies and benefits) and prices. When affordability is strained, it is overwhelmingly because something—a recession or slowing of potential output growth, for example—has dragged on growth in families’ economic resources. Moreover, even when the aggregate economy seems strong—free of recession or inflation and with adequate growth in potential output—affordability for the vast majority of families can be squeezed if growth in these families’ resources lags far behind average growth. This mismatch between growth in typical families’ resources and average growth is driven by strongly above-average growth at the top of the income scale—the precise problem that has afflicted the U.S. economy in recent decades and the true root of nearly all U.S. families’ concerns about affordability.

Figure E

The Trump policy agenda will push income away from low- and moderate-income families and toward the top along many different margins. Even if (as expected) inflation rates return to normal during the second Trump term, this will be unlikely to boost the inflation-adjusted resources available to most families because the policies of the administration will actively claw resources—or the market power to claim these resources—away from typical families.

In the short run, the Trump budget megabill will cause an enormous jump in inequality

The signature legislative achievement of the second Trump administration is the 2025 Republican megabill, a budget reconciliation package that continues the individual provisions (and some business provisions) of the 2017 Tax Cuts and Jobs Act. The megabill also enacts steep cuts to health care and nutrition programs (Medicaid and the Supplemental Nutrition Assistance Program, abbreviated as SNAP). On top of this, the megabill also failed to either roll back or otherwise modify the corporate income tax cuts of the 2017 TCJA, but also fails to extend the supplements to subsidies for purchasing health insurance in the marketplace exchanges established by the Affordable Care Act that were passed as part of the Biden-era American Rescue Plan.

To give a sense of scale of the bill’s impact, we compare the one-year change that will result directly from the 2025 megabill policy with the entire upward redistribution of income that happened between 1979–2019, a period widely recognized as one during which U.S. inequality exploded. The share of total income claimed by the top 10% of households over that period rose by roughly 10 percentage points over a period of 40 years (or about 0.25 percentage points per year). But the Republican megabill alone will in one year raise the share of income claimed by these top 10% of households by 1 full percentage point. The 40 years between 1979 and 2019 saw the top 10% gain an average of 0.25 percentage points in the share of income they claim. This means the Republican megabill will see the rate of inequality growth quadruple in its first year, and it will essentially accomplish 10% of the entire post-1979 rise in inequality in a single year.

In the longer run, Trump policies empower the rich and disempower everybody else

Besides these large fiscal changes, other policy priorities of the second Trump administration include stripping workers of the effective right to organize unions and bargain collectively, deregulating some of the most abusive parts of the financial sector, and shrinking the federal workforce. All of these will lead to rising inequality.[26]

Trump policies continue the conservative assault on labor and workers’ rights

The Trump administration has continued to move forward with parts of its first-term priorities like the assault on labor and the bargaining power of typical workers. Two obvious high-profile indications of this were the stripping of collective bargaining rights of more than a million federal workers (including terminating the collective bargaining agreement of the Transportation Security Administration and firing National Labor Relations Board (NLRB) Member Gwynne Wilcox for “unduly disfavoring the interests of employers.” Further, the Trump administration nominated a partner at the very law firm that is currently challenging the constitutionality of the NLRB to be the NLRB’s general counsel. [27]

The assaults on labor and the bargaining leverage of typical workers continue a long-term conservative effort that has been highly successful in suppressing wage growth for low- and middle-wage workers and which has been a primary contributor to the long-run rise of inequality in the U.S. economy. [28]

Normalizing the most abusive parts of the financial system

The rise of the financial sector’s power has played a large role in the upward redistribution of income in the U.S. economy in recent decades. Finance is possibly the economic sector that has most benefitted from the federal government’s intentional industrial policy support. Between deposit insurance, the day-to-day liquidity provisions of the Federal Reserve (like the discount window that provides overnight reserves at the Fed), and the regular occurrences of extraordinary support provided in financial crises, the financial sector is obviously far larger in capitalist economies than it would be without this public support.

Significant public support of the financial sector is warranted—finance provides needed services to the rest of the economy, and without public backing, market failures would prevent these necessary services from being continually available. But this public support also justifies a robust regulatory and supervisory framework surrounding the financial sector.

The history of finance in the United States is one of accepting public support (especially during bad times for finance) while constantly trying to escape regulation and supervision that constrain profits during good times. The period from the late 1970s to 2007 saw regulation and supervision atrophy. This resulted in exploding profits and incomes in the financial sector with very little obvious benefit to the rest of the economy and the spectacular crash of 2008 that demanded even more public support for the sector. In short, the industrial policy support that the financial sector has received is a case study for how complementary policies (regulation and supervision in this case) are needed to ensure public support for a specific sector is not siphoned off into the incomes of economic players with substantial market power.[29]

In the financial regulation space, the Trump administration has continued conservative efforts to keep public supports for finance strong while expanding the scope of what the sector can do to seek profits.[30] The administration has directed the Consumer Financial Protection Bureau to shrink its scope and cede regulatory oversight to state agencies and has supported congressional efforts to slash funding for the bureau. The administration has also stopped U.S. movements toward harmonizing regulations with the Basel III recommendations—essentially meaning that large banks are no longer required to hold as large a set of capital buffers to protect against financial market stress. These capital buffers are there to prevent the public sector from having to bail out large parts of the financial sector during these periods.

The administration has also endeavored to bring cryptocurrency into the realm of traditional financial institutions, but under a loose regulatory regime. This approach would essentially allow some parts of the crypto ecosystem to put the public sector on the hook for bailouts needed due to instability in the sector, but would also allow many of the worst abuses of the crypto ecosystem—its use in illegal transactions and its speculative excesses—to continue unregulated. The approach to crypto represents the worst of all possible worlds. It gives the public sector heavier responsibilities to ensure that crypto crashes are managed but robs them of the tools needed to supervise the sector.

Attacks on the federal workforce

Between January and December 2025, federal payroll employment fell by roughly 290,000 due to the cuts started by the so-called Department of Government Efficiency. We noted previously that these cuts would sharply hurt growth in potential output in coming years. They will also lead to a less equal economy.[31]

Besides providing key inputs to public-sector production that markets generally fail to provide, the activities of federal workers often involve providing a countervailing force against unchecked corporate power. The Federal Trade Commission and the Antitrust Division at the Department of Justice ensure that markets remain competitive and block firms from exercising monopoly power. The Centers for Medicaid and Medicare Services must set reimbursement rates for the health care delivered by private-sector providers but paid for by the federal government. Private-sector health providers have seen a wave of consolidation in recent years and often can exercise pricing power against patients and other payers—the price-setting decisions of the federal government are a key bulwark against this pricing power. The Occupational Safety and Health Administration and the Food and Drug Administration have workplace inspectors to ensure that firms do not try to maximize profits by underinvesting in basic protections for worker or consumer safety.

Further, in a country where the federal tax system remains at least moderately progressive (with richer households facing higher tax rates than low- and moderate-income households), effective administration of the nation’s tax laws is equality enhancing. The vast majority of unpaid taxes are owed by the very rich. As such, attacks on the capacity of the Internal Revenue Service to administer this tax law are intentionally designed to lighten the tax burden of the privileged without passing new legislation.

Measures of GDP and income understate harms of Trump policies

Most of the discussion above concerns economic forces that affect measured GDP and incomes. But the economic security and happiness of U.S. families cannot be captured entirely based on these measures. For example, many Americans report feeling overworked and wish they had more leisure time. Increases in leisure time do not show up as greater GDP or incomes, yet clearly are valuable to families.

A number of policy choices made by the Trump administration will have profoundly damaging effects on families’ welfare that are not captured by GDP or data on incomes. For example, much of the damage done by climate change will not be well captured in these statistics. At the starkest level, climate change is forecast to lead to worse health outcomes and more premature deaths. The famous Stern review of climate change (2021) noted that accounting for these non-GDP influences likely at least doubles the true economic cost of climate change.

Similarly, the cutbacks to health insurance coverage signed into law by the Trump administration will cause poorer health and excess deaths in the coming decade if they stand. These deaths will not directly affect GDP, but obviously they need to be accounted for when assessing the impact of these policy changes.

Some of the outcomes of public policy raise GDP but actually reduce welfare. As climate change makes people spend more money on air conditioning, for example, this shows up as an increase in GDP yet makes peoples’ lives worse. Similarly, an increase in health spending driven by maladies related to climate change will raise GDP yet reduce welfare.

Further, some government spending provides outputs that GDP does not measure well at all. The value of less air and water pollution, for example, is immense but not captured in contemporaneous GDP. Much of its value will implicitly show up in future GDP numbers, as less pollution will lead to a healthier and more productive workforce in the future, but in real time, the benefits are not precisely measured. A similar finding concerns investments in children generally. Some of the benefits might occur in the moment (say, child care subsidies that allow parents to work more and earn higher incomes), but most accrue over time as children grow up healthier and become more productive and higher-earning adults.

Just because the benefits of much public spending do not mechanically show up in contemporaneous GDP measures do not mean they cannot be measured. When they are measured, there is ample evidence that families value this spending and the output it produces immensely. Often the estimated value of such spending is on the order of $1.50 for each $1.00 spent, with most of the benefit coming from welfare gains not captured in GDP. Welfare gains this large from public spending are strong suggestive evidence that public spending is already extremely under-provided, and further cuts will make it far worse.

Conclusion

It is essentially a guarantee that the policy path charted by the second Trump administration will leave the U.S. economy poorer and less equal. But much of this damage will be subtle and hard to see in month-to-month or even year-to-year changes in economic statistics. The Trump administration’s inability to implement a policy agenda without rank chaos might lead to a short-run recession that will temporarily expose much of the damage being done. But even if the recession does not come and even when it passes, there will be a steady hollowing out of the U.S. economy’s simple ability to produce the goods and services families need, and the inadequate growth that does get generated will flow disproportionately to the richest households.

In short, the macroeconomic consequences of the second Trump administration are profound. They will leave the vast majority of American families poorer over the next decade, and if Trump’s successors continue in this vein, they will leave the current generation’s children far poorer.

Notes

[1] The obvious historical counterexample to the rule that supply tends to grow slowly and predictably occurred during and immediately after the COVID-19 pandemic and Russian invasion of Ukraine, when these shocks broke global supply chains and led to sharp supply disruptions that restored themselves only with lots of volatility. This was, however, an unprecedented behavior of supply in advanced economies over the past century and is highly unlikely to repeat in the future.

[2] For this calculation, assume a counterfactual in which the unemployment rate stood at 4.0% over the 2007–2017 period and multiply by the size of the labor force in each year. Then, subtract this level of unemployment from the actual rate and sum over the years. For evidence of the damage this excess unemployment did to wage growth, particularly for lower-wage workers, see Gould et al. 2025.

[3] For details on the strength of the economy the Trump administration inherited, see Bivens 2025a.

[4] Numbers in this paragraph about cuts in the 2025 Republican budget megabill are taken from CBO 2025b, c.

[5] See Lo et al. 2025.

[6] This current policy baseline is a wrong and dishonest one to use when grading a law’s fiscal impact in coming years, but it’s the right one to use when figuring out whether growth will accelerate or decelerate in coming years due to policy changes.

[7] See Zipperer 2025 for estimates of the employment impact of the Trump administration’s mass deportation goals.

[8] For a wide range of views on the “Liberation Day” tariffs, resulting pullback and recession risks, see Nathan, Grimberg, and Rhodes 2025.

[9] Numbers in this paragraph can largely be found in Bivens (forthcoming).

[10] See Shierholz 2025 for this broader argument.

[11] Stark evidence that it is the race between wages and prices (and not just prices) that determines affordability can be found in Gould et al. 2025. They show that inflation-adjusted wage growth for low- and middle-wage workers was extremely strong from 2019 to 2024 but was actually negative over the five years following the previous business peak (from 2007 to 2012), even as this 2007–2012 period saw much lower rates of inflation. The strength of the labor market dwarfed changes in inflation in these periods, for good and bad.

[12] See Bivens 2017 for evidence that healthy labor markets support faster productivity growth.

[13] For example, according to the National Income and Product Accounts (NIPA) Table 1.1.10, between 1979 and 2007 residential investment was about 4.7% of overall GDP, whereas between 2007 and 2019 it was just 3.3%.

[14] See Bivens 2025b for an overview of the short- and long-run effects of steep cutbacks in the federal workforce.

[15] See the Yale Budget Lab’s State of U.S. Tariffs feature for a real-time assessment of trade policy under the second Trump administration.

[16] Numbers in this section are taken from CBO 2025b.

[17] Bivens 2019 estimates that a budget deficit of 2.5% or lower is likely consistent with a roughly stable debt ratio when the economy is near full employment.

[18] See Banerjee and Bivens 2022 for an overview of secular stagnation and how it intersects with fiscal policy debates.

[19] See Lynch and Vaygul 2015 for an accounting of the costs and benefits of investments in early childhood education.

[20] Bivens 2025c looks at a scenario in which net immigration between 2025–2034 was halved relative to CBO projections made in January 2025. The goal of deporting 1 million immigrants would yield reductions in immigrant labor supply very close to that “halving net immigration scenario” in that report.

[21] Marr and Cureton 2025 note that the administration’s proposed budget calls for cuts larger than 20% in federal research and development spending.

[22] For this calculation, we compare a scenario in which the $204 billion spent on government research and development in 2024 is cut by 20% going forward and compare it with a scenario in which (as has been largely the norm) this spending was instead held constant as a share of GDP. By 2035 this implies a funding shortfall of nearly $80 billion. We multiply this funding shortfall by the high end of estimated returns to this kind of spending from Fieldhouse and Mertens to ascertain the total cumulative reduction in GDP by 2035, which is 2% of projected GDP in that year. We then divide this by 10 to get the average effect on productivity growth over that time.

[23] In CBO 2025e, they present the effect of GDP on two different scenarios regarding growth in the debt ratio over time. Using this, one could back out the implicit effect on GDP of a given increment of increase in the debt ratio. If this incremental effect holds for the increase in the debt ratio caused by the 2025 Republican budget megabill, one can hence get an estimate of its growth effects.

[24] While Tedeschi 2024 is not just writing about the takeover of the Fed, he absolutely mentions this as one thing that could threaten the very low current “country risk premium” enjoyed by the U.S. The country risk premium is essentially how much lower a return that international investors are willing to take on investments in the U.S. due to the perceived safety and stability of U.S. investments from political manipulation.

[25] See Bivens (forthcoming) for a quick discussion of these estimates.

[26] For a comprehensive assessment of policies undertaken by the Trump administration and their likely effect on typical working families, see Economic Policy Institute 2025–2026.

[27] For a comprehensive overview of actions taken by the Trump administration (including those mentioned in this paragraph) that harm workers’ leverage in labor markets, see McNicholas, Poydock, and Bivens 2026.

[28] See Farber et al. 2021 for the link between unionization and inequality throughout U.S. history.

[29] See Epstein 2018 for a good overview on how powerful economic actors in finance are able to claim a larger share of society’s incomes and resources than their economic contribution justifies.

[30] Much of this section relies on Gensler et al. 2025.

[31] Much of this discussion relies on Bivens 2025b.

References

Banerjee, Asha, and Josh Bivens. 2022. Will Secular Stagnation Return? The Stakes for Current Economic Debates and Fiscal Policy. Economic Policy Institute Report. August 4, 2022.

Bivens, Josh. 2017. A ‘High-Pressure’ Economy Can Help Boost Productivity and Provide Even More ‘Room to Run’ for the Recovery. Economic Policy Institute, March 2017.

Bivens, Josh. 2019. Thinking Seriously About What ‘Fiscal Responsibility’ Should Mean: Full Employment and Reduced Inequality Are the Most Important Targets of Fiscal Policy. Economic Policy Institute, September 2019.

Bivens, Josh. 2025a. “President-Elect Trump Is Inheriting a Historically Strong Economy.” Working Economics Blog (Economic Policy Institute), January 17, 2025.

Bivens, Josh. 2025b. “The Economic Effects of Rapid Federal Downsizing” in Gensler, Gary, Simon Johnson, Ugo Panizza, and Beatrice Weder di Mauro (eds), The Economic Consequences of the Second Trump Administration: A Preliminary Assessment. Centre for Economic Policy Research Press, December 2025.

Bivens, Josh. 2025c. The U.S.-Born Labor Force Will Shrink over the Next Decade: Achieving Historically ‘Normal’ GDP Growth Rates Will Be Impossible, Unless Immigration Flows Are Sustained. Economic Policy Institute, October 2025.

Bivens, Josh. Forthcoming. “How Are AI Investments Affecting the U.S. Economy?” Working Economics Blog (Economic Policy Institute).

Bloom, Nicholas, Philip Bunn, Paul Mizen, Pawel Smietanka, and Gregory Thwaites. 2025. “The Economic Impact of Brexit.” National Bureau of Economic Research (NBER) Working Paper no. 34459, November 2025.

Bureau of Economic Analysis (BEA). 2025. “National Income and Product Accounts (NIPA)” (web page). Accessed December 2025.

Bureau of Labor Statistics (BLS). 2025. “Major Sector Productivity and Costs Database” (web page). Accessed December 2025.

Congressional Budget Office. 2009. The Budget and Economic Outlook: 2009 to 2019. January 7, 2009.

Congressional Budget Office. 2024. The Distribution of Household Income in 2021. September 11, 2024.

Congressional Budget Office. 2025a. “Estimated Budgetary Effects of Public Law 119-21 to Provide for Reconciliation Pursuant to Title II of H. Con. Res. 14, Relative to CBO’s January 2025 Baseline” [Excel files]. Published July 21, 2025.

Congressional Budget Office. 2025b. Key Budget and Economic Data.

Congressional Budget Office. 2025c. The Budget and Economic Outlook: 2025 to 2035. January 17, 2025.

Congressional Budget Office. 2025d. The Estimated Effects of Enacting Selected Health Coverage Policies on the Federal Budget and on the Number of People with Health Insurance. September 18, 2025.

Congressional Budget Office. 2025e. The Long-Term Budget Outlook Under Alternative Scenarios for the Economy and the Budget. May 2025.

Economic Policy Institute (EPI). 2025–2026. Federal Policy Watch (Blog post series).

Epstein, Gerald. 2018. “On the Social Efficiency of Finance.” Development and Change 49, no. 2: 330–352. March 2018.

Farber, Henry S., Daniel Herbst, Ilyana Kuziemko, and Suresh Naidu. “Unions and Inequality over the Twentieth Century: New Evidence from Survey Data.” Quarterly Journal of Economics  136, no. 3: 1325–1385. August 2021.

Fieldhouse, Andrew J., and Karel Mertens. 2025. “The Returns to Government R&D: Evidence from U.S. Appropriations Shocks.” Society for Economic Dynamics Annual Meeting Working Paper, June 26, 2025.

Gensler, Gary, Simon Johnson, Ugo Panizza, and Beatrice Weder di Mauro, eds. 2025. The Economic Consequences of the Second Trump Administration: A Preliminary Assessment. Centre for Economic Policy Research, December 2025.

Gould, Elise, Katherine deCourcy, Joe Fast, and Ben Zipperer. 2025. Strong Wage Growth for Low-Wage Workers Bucks the Historic Trend. Economic Policy Institute, March 2025.

Hirtle, Beverly, Anna Kovner, and Matthew Plosser. 2019. “The Impact of Supervision on Bank Performance.” Federal Reserve Bank of New York Working Paper no. 768. May 2019.

Hsieh, Chang-Tai, Erik Hurst, Charles I. Jones, and Peter J. Klenow. 2019. “The Allocation of Talent and U.S. Economic Growth.” Econometrica 87, no. 5: 1439–1474. September 2019.

Hughes-Cromwick, Ellen, and Julia Coronado. 2019. “The Value of U.S. Government Data to U.S. Business Decisions.” Journal of Economic Perspectives 33, no. 1: 131–146.

Klein Martins, Guilherme. 2025. “Long-Run Effects of Austerity: An Analysis of Size Dependence and Persistence in Fiscal Multipliers.” Oxford Bulletin of Economics and Statistics 87, no. 2: 330–356.

Lo, Justin, Larry Levitt, Jared Ortaliza, and Cynthia Cox. 2025. ACA Marketplace Premium Payments Would More Than Double on Average Next Year If Enhanced Premium Tax Credits Expire. KFF, September 30, 2025.

Lynch, Robert, and Kavya Vaghul. 2015. The Benefits and Costs of Investing in Early Childhood Education. Washington Center for Equitable Growth, December 2015.

Marr, Chuck, and Josephine Cureton. 2025. Administration’s Proposed Cuts to Non-Defense R&D Pose Long-Term Risk to Rising Living Standards. Center on Budget and Policy Priorities, October 2025.

McNicholas, Celine, Margaret Poydock, and Josh Bivens. 2026. 47 Ways Trump Has Made Life Less Affordable in the Last Year. Economic Policy Institute, January 2026.

Nathan, Allison, Jenny Grimberg, and Ashley Rhodes. 2025. Top of Mind: Tariff-Induced Recession Risk. Issue 138. Goldman Sachs Research, April 2025.

Shierholz, Heidi. 2025. “Everyone Is Talking About Affordability—and Making the Same Mistake: Focusing on Just Prices Misses the Bigger Picture.” MS NOW, November 29, 2025.

Stern, Nicholas. 2021. “15 Years on from the Stern Review: The Economics of Climate Change, Innovation, and Growth” (slide presentation). London School of Economics and Political Science and Grantham Research Institute on Climate Change and the Environment, October 26, 2021.

Tedeschi, Ernie. 2024. Political Risks to the U.S. Safe Harbor Premium. The Budget Lab at Yale, May 2024.

The Budget Lab at Yale 2025. The State of U.S. Tariffs: November 17, 2025. November 17, 2025.

Yellen, Janet. 2016. Macroeconomic Research After the Crisis. A speech at ‘‘The Elusive ‘Great’ Recovery: Causes and Implications for Future Business Cycle Dynamics.’’ 60th Annual Economic Conference sponsored by the Federal Reserve Bank of Boston, Boston, Massachusetts, October 14, 2016. No. 915. Board of Governors of the Federal Reserve System.

Zipperer, Ben. 2025. Trump’s Deportation Agenda Will Destroy Millions of Jobs: Both Immigrants and U.S.-Born Workers Would Suffer Job Losses, Particularly in Construction and Child Care. Economic Policy Institute, July 2025.

What is happening?

At a time when working-class families are already facing a weakened job market, high prices, and general economic uncertainty due to erratic federal policy, Republicans in Congress seem committed to worsening their economic anxieties. The enhanced ACA premium tax credits, instituted with the American Rescue Plan (ARPA) and extended through the Inflation Reduction Act (IRA), were not extended through the Republican-led reconciliation budget. These credits have led to the largest increase in health insurance coverage since the ACA’s Medicaid expansion, and saved enrollees on average $705 annually in 2024.

Working-class families across the country will feel the implications of this policy failure as health insurance premiums rise (Groundwork Collaborative 2025). However, Black families, who face higher rates of poverty and uninsurance even under “normal” circumstances, are positioned to be hit especially hard by the loss of the enhanced subsidies. The loss of the premium tax credits is also set to economically drain the cities where lots of Black families live, especially those cities in states that neglected to expand health coverage through the ACA (Ortaliza 2025).

This analysis will focus on 10 major metro areas: Atlanta, Chicago, Dallas, Detroit, Houston, Los Angeles, Miami, New York, Philadelphia, and Washington, D.C.

Impact on Black families across 10 major metro areas

The Affordable Care Act, largely through its Medicaid expansion in 2014, set in motion a decade-long trend of falling rates of uninsurance throughout the country (Ortaliza, McGough, and Cox 2025; Hill et al. 2025). However, some states, particularly those throughout the South where the majority of Black Americans live and work, refused to expand Medicaid through the ACA (Childers 2023). Southern states’ refusal to expand access to Medicaid has meant lower coverage rates in those states and that a large share of Black Americans fall into what is known as the health insurance “coverage gap”; that is, they qualify for neither Medicaid nor traditional ACA subsidies (Lukens and Harker 2024). Even outside the coverage gap, many individuals who do qualify for ACA subsidies remain uninsured due to cost and enrollment difficulties.

The enhanced ACA premium tax credits do not eliminate racial disparities in health insurance coverage, nor do they close the coverage gap faced by Black Americans. However, the tax credits do make insurance more affordable, and thus practically more accessible, for those individuals who qualify. This increase in accessibility has led to the largest increase in Marketplace enrollment since the Medicaid expansion, with outsized increases among low-income individuals and in states that did not expand Medicaid. The loss of the tax credits would reverse hard-won progress made in reducing racial disparities in uninsurance rates (Buettgens et al. 2025).

Table 1

Figure A

Younger and healthier individuals are more likely to forgo coverage when faced with a sharp increase in the price of insurance compared with those who are less healthy and for whom coverage is less optional (Monaghan 2014). The expiration of the tax credits will therefore likely bring a knock-on increase in premiums as younger enrollees forgo coverage, since insurance premiums are cheaper for everyone when there is a large pool of healthier enrollees.

The remaining enrollees in the insurance pool of each metro area will also see premiums, and thus their health care spending, increase. Given that the states where larger shares of the Black population live are those set to be hit hardest by increased rates of uninsurance, we anticipate that the impact on consumption in metro areas in those states will be more severe.

Table 2

Access to health care in the United States is largely mediated by health insurance coverage. As a result, losing coverage in most cases means losing access to adequate and necessary care. Indeed, though access to health insurance does not guarantee affordability, uninsured adults are nearly twice as likely to report some difficulty in affording health care compared with those with insurance, with three-quarters either skipping or postponing needed care due to cost (Sparks et al. 2025).

Over time, a lack of access to adequate health care contributes to excess mortality. Black Americans are more likely to be uninsured, more likely to face difficulties in affording health care, and are thus more likely to postpone or skip care due to cost. To the extent that the expiration of the enhanced premium tax credits does lead to reduced health care access, it will likely also lead to excess mortality (Sommers, Long, and Baicker 2014).

Table 3

The loss of the enhanced premium tax credits will have knock-on economic costs, in addition to the public health costs resulting from excess mortality and increased health care costs for remaining marketplace enrollees. We assume a multiplier of 1.8 for health care spending, meaning that every lost dollar in premium tax credits reduces economic activity in a given metro area by $1.80 (estimates range from a multiplier of 1.5 to 2; see methodology section). Metro areas with large Black populations in states that lack Medicaid expansion will face significant losses in economic activity from this reduction in federal spending.

Table 4

Metro areas with large Black populations will also suffer significant productivity losses due to diminished worker health, assuming a productivity loss of $1,650 per newly uninsured Black worker. Finally, we assume employers in these metro areas will pay an additional $4,000 annually due to increased costs associated with each newly uninsured Black worker. Each of these impacts is felt most acutely in places where losing the enhanced premium tax credits is most costly—that is, those MSAs with the largest Black populations facing precarity in their coverage status.

Table 5

Why is this happening?

The Republican reconciliation bill passed last summer gives a clear distillation of conservative priorities: They prioritize the well-being of the wealthiest households and corporations over that of working-class families (Acemoglu et al. 2025). As such, the new budget contains several provisions that provide disproportionate tax relief to the wealthiest households, at the expense of social programs designed to benefit working- and middle-class families.

Allowing the premium tax credits to expire also repeats an unfortunate pattern associated with pandemic-era expansionary policy aimed at easing economic conditions for American families. Through several provisions in the American Rescue Plan Act (namely the expansion of the Child Tax Credit), the scourges of poverty, child poverty, and child hunger were all drastically reduced in 2021 (Gould 2022). When those expansionary provisions were allowed to expire in 2022, these measures snapped back to their previously higher levels, erasing the progress that was made (Cid-Martinez and Zipperer 2023; Moore and Maye 2023). The ARPA and IRA policies provide clear evidence that policy can be used to effectively reduce poverty, hunger, and uninsurance rates in ways that close racial disparities; it is a matter of prioritization, not practicality.

Why does this matter for public health?

The loss of the premium subsidies will almost certainly lead to a reduction in insurance rates, concentrated amongst those with the least ability to pay. Even for those with more income, having to face increasing health care costs amid a broader affordability crisis will also likely lead those families to go uninsured at the margin. This reduction in insurance will lead to a reduction in families’ access to adequate and timely care. Writ large, reduced access to preventative, adequate, and timely care leads to a less healthy population overall. Moreover, when more individuals and families access health care on an emergency rather than preventative basis, it puts greater strain on the entire health care system, contributing to overcrowding in emergency departments and longer wait times, and reducing the quality of care possible for a broader population (Sartini 2022).

Whether health care is a necessary or luxury good within an economy is partially shaped by the extent to which health care is publicly subsidized (Khan and Mahumud 2015). This is because the income elasticity of demand for health care changes with income. With public support, many more individuals and families can purchase health services as they become necessary than would otherwise. In the absence of public support, and at lower income levels, many view health care much more as an optional purchase when weighed against other pressing costs like shelter and food. Structural changes to the social provision of health care, like allowing subsidies to expire, lead to direct changes in consumption of health services by families, and much more so by working- and middle-class families.

Why does this matter for racial health disparities?

Even among the working class, Black families are more likely to be uninsured compared with white families. Black families are more likely to live in states that did not accept the ACA’s Medicaid expansion, and they are less likely to work for employers that provide insurance coverage. Black families will therefore be impacted more heavily by policies that reduce access to insurance at the margin. This matters because, again, Black families are more likely than their white counterparts to forgo or delay access to adequate health care for financial reasons. Losing access to the enhanced tax credits will result in increased health costs, loss of coverage, diminished health, and excess deaths, concentrated amongst the most disadvantaged. This is in keeping with the Trump administration’s stance that racial equity is not a policy goal worth pursuing.

What will this mean economically for workers and their families?

Families facing economic precarity—those for whom even a relatively small negative economic shock could lead to a crisis—stand to lose the most from the expiration of the ACA premium tax credits. More families are in a precarious financial position than live below the poverty line, and the ongoing affordability crisis being exacerbated by erratic and harmful economic policy decisions increases that number. Black and brown families are more likely to be in the position in which losing the subsidies would be impactful because they are more likely to lack financial assets, even after earning a college degree and escaping income poverty.

The cities where Black workers and families reside will also face a negative shock due to the loss of the subsidies, resulting from lost worker productivity and a drop in revenue, as those families shift more of their spending toward maintaining health insurance and less on other locally purchased consumer goods. Reduced economic activity from Black workers and families will have a broader impact on economic growth and activity throughout these cities.

What should we do about it?

The enhanced ACA premium tax credits are a prime example of a policy used to address the income side of the affordability crisis. The credits work as an income transfer from the federal government to families, making purchasing health insurance more affordable; enhancing the credits allowed more families to access timely and adequate health care. Allowing those enhanced credits to expire imposes a major cost on American families and their local economies, especially those in states where Medicaid was not expanded through the ACA.

But temporary tax credits are weak policy tools for addressing structural affordability crises. When the credits inevitably expire and those federal dollars are taken away, families will face the same issues of affordability; only now their consumption will have adjusted around having the credits. The new “increase” in the cost of health insurance means families must decide whether to risk going without coverage or reduce spending elsewhere— a tough choice with no good outcomes for local economies. 

A better policy strategy for addressing an affordability or accessibility problem with health insurance is to make structural changes to the program ( i.e., permanent changes that expand affordability and accessibility). In this case, extending the premium subsidies to become standard policy would be the strategy that creates the least harm for workers and their families.

Extending the tax credit subsidies would still leave millions of Americans and their families without access to health insurance, and thus facing diminished access to timely and affordable health care. The ACA, even in the expanded form adopted by many states throughout the country, is an imperfect system for achieving the goals of health equity. Moving our health care system in the direction of single-payer health insurance in which access to affordable and high-quality health care is given as a right not contingent on wealth, income, or employment is the strategy most consistent with reducing economic and health disparities across race and improving our overall economic and public health.

Allowing the ACA premium tax credits to expire would make it harder for American families to access health care, worsen an ongoing affordability crisis, and have a knock-on negative impact on local economies. Black workers and their families would feel these shocks most acutely because even under normal circumstances, Black families are less likely to live in states with expanded access to Medicaid, less likely to work in jobs that provide access to health insurance, and more likely to forgo or delay health care due to financial challenges.

The Trump administration has continually shown its disdain for the pursuit of equity as a policy goal through dismantling institutions committed to reducing disparities, rescinding executive orders and federal commitments to set higher standards for equity, and failing to maintain policies that brought us closer to those goals. The pursuit of equity in this moment requires us to hold fast to the progress we have made thus far, both so that we limit the suffering of as many American workers and families as possible, and so that when we do have the opportunity to build toward further progress, those families will be in the best position to help us do so.

Methodology

This analysis uses publicly available data and fixed parameter assumptions alongside author calculations to produce annual, metro-level estimates for Black coverage losses and related economic impacts for 10 metropolitan areas. Demographic and labor market statistics are derived from 2023 IPUMS American Community Survey microdata and aggregated from the county to the metropolitan level using Census Core-Based Statistical Area definitions (Ruggles et al. 2025). Coverage data is derived from the 2024 CMS OEP county-level public use file for states using the federally facilitated Marketplace (CMS 2025). For states operating state-based exchanges in which county-level Marketplace data are unavailable, enrollment and subsidy totals are derived from Kaiser Family Foundation (KFF) state-level estimates and allocated to metropolitan areas based on Marketplace-eligible population shares calculated from ACS microdata (KFF 2025). Projected coverage losses are derived from Commonwealth Fund estimates of coverage loss at the state level and allocated to metropolitan areas based on each metro’s share of state Marketplace enrollment (Ku et al. 2025). Parameter assumptions for economic activity and public health multipliers are drawn from literature listed in the references, including estimates of lost economic activity from reduced health care spending, productivity losses and employer costs associated with uninsurance, and preventable mortality linked to coverage loss (Chernew 2016; Ortaliza 2025; Sommers, Long, and Baicker 2014; EBRI 2000; O’Brien 2003).

References

Acemoglu, Daron, Peter Diamond, Oliver Hart, Simon Johnson, Paul Krugman, and Joseph Stiglitz. 2025. “An Open Letter From Six Nobel Laureate Economists: The Upside-Down Priorities of the House Budget.” Economic Policy Institute, June 2, 2025. 

Buettgens, Matthew, Michael Simpson, Jason Levitis, Fernando Hernandez-Lepe, and Jessica Banthin. 2025. 4.8 Million People Will Lose Coverage in 2026 If Enhanced Premium Tax Credits Expire. Urban Institute and the Commonwealth Fund, September 2025.

Centers for Medicare and Medicaid Services (CMS). 2025. 2024 “OEP County-Level Public Use File” [data set], 2024 Marketplace Open Enrollment Period Public Use Files. Last modified March 3, 2025. 

Chernew, Michael E. 2016. “The Economics of Medicaid Expansion” (blog post). Health Affairs Forefront, March 21, 2016.

Childers, Chandra. 2023. Rooted in Racism and Economic Exploitation: The Failed Southern Economic Development Model. Economic Policy Institute, October 11, 2023. 

Cid-Martinez, Ismael, and Ben Zipperer. 2023. “The End of Key U.S. Public Assistance Measures Pushed Millions of People into Poverty in 2022.” Working Economics Blog (Economic Policy Institute), September 12, 2023.

Employee Benefit Research Institute (EBRI). 2000. The Economic Costs of the Uninsured: Implications for Business and Government. EBRI Policy Forum held in Washington, D.C., May 3, 2000.

Gould, Elise. 2022. “Child Tax Credit Expansions Were Instrumental in Reducing Poverty Rates to Historic Lows in 2021.” Working Economics Blog (Economic Policy Institute), September 22, 2022.

Groundwork Collaborative. 2025. “Another Trump Price Hike for Working Class Americans as Health Insurance Premiums Set to Spike Up to 600% This Fall.” Innovative Research (blog post), October 1, 2025.

Hill, Latoya, Nambi Ndugga, Samantha Artiga, and Anthony Damico. 2025. Health Coverage by Race and Ethnicity, 2010–2023. KFF, February 2025.

KFF. 2025. “Marketplace Enrollment, 2014–2025” (web page). Accessed January 16, 2026.

Khan, Jahangir A.M., and Rashidul Alam Mahumud. 2015. “Is Healthcare a ‘Necessity’ or ‘Luxury’? An Empirical Evidence From Public and Private Sector Analyses of South-East Asian Countries?” Health Economics Review 5, no. 3. https://doi.org/10.1186/s13561-014-0038-y.

Ku, Leighton, Taylor Gorak, Kendal Orgera, Kristine Namhee Kwon, Maddie Krips, and Joseph J. Cordes. 2025. Expiring ACA Premium Tax Credits Could Lead to Nearly 340,000 Jobs Lost Across the U.S. in 2026. The Commonwealth Fund (issue brief), October 16, 2025.

Lukens, Gideon, and Laura Harker. 2024. Closing Medicaid Coverage Gap Would Help Diverse Groups and Reduce Inequities. Center on Budget and Policy Priorities, July 2024.

Monaghan, Maureen. 2014. “The Affordable Care Act and Implications for Young Adult Health.” Translational Behavioral Medicine 2014, no. 2 (June): 170–174. https://doi.org/10.1007/s13142-013-0245-9.

Moore, Kyle K., and Adewale A. Maye. 2023. “Despite a Strong Labor Market, the Choice to Allow Pandemic-Era Public Assistance Programs to Expire Increased Poverty Across All Racial Groups in 2022.” Working Economics Blog (Economic Policy Institute), September 18, 2023.

O’Brien, Ellen. 2003. “Employers’ Benefits from Workers’ Health Insurance.” Milbank Quarterly 81, no. 1: 5–43. doi: 10.1111/1468-0009.00037. 

Ortaliza, Jared. 2025. “An Additional 8.2 Million People Are Expected to Be Uninsured from Changes in the ACA Marketplaces.” Quick Takes (KFF), June 10, 2025.

Ortaliza, Jared, Matt McGough, and Cynthia Cox. 2025. The Affordable Care Act 101. KFF, October 2025.

Ruggles, Steven, Sarah Flood, Matthew Sobek, Daniel Backman, Grace Cooper, Julia A. Rivera Drew, Stephanie Richards, Renae Rodgers, Jonathan Schroeder, and Kari C.W. Williams. 2025. IPUMS USA: Version 16.0 . Minneapolis, M.N.: IPUMS, 2025. https://doi.org/10.18128/D010.V16.0.

Sartini, Marina, Alessio Carbone, Alice Demartini, Luana Giribone, Martino Oliva, Anna Maria Spagnolo, Paolo Cremonesi, Francesco Canale, and Maria Luisa Cristina. “Overcrowding in Emergency Department: Causes, Consequences, and Solutions—A Narrative Review.” Healthcare (Basel) 10, no. 9 (Aug 25, 2022): 1625. doi: 10.3390/healthcare10091625. PMID: 36141237; PMCID: PMC9498666.

Sommers, Benjamin D., Sharon K. Long, and Katherine Baicker. 2014. “Changes in Mortality After Massachusetts Health Care Reform: A Quasi-Experimental Study.” Annals of Internal Medicine 106, no. 9: 585–593. https://doi.org/10.7326/M13-2275.

Sparks, Grace, Lunna Lopes, Alex Montero, Marley Presiado, and Liz Hamel. 2025. Americans’ Challenges with Health Care Costs. KFF, December 2025.

In an executive order dated August 7, 2025, President Trump called for a reexamination of regulations and guidance for retirement plans. Trump asked regulators to encourage retirement plan administrators to include risky options like alternative assets (or “alts”) in 401(k) and similar retirement plans. Alternative assets could be funds invested in private equity and cryptocurrencies, assets that lack strict regulation and whose value and risk can be hard to assess compared with other types of investments. Because of this, many consider alts to be unsuitable for retirement plans. Trump’s executive order listed direct and indirect interests in private market investments, real estate, digital assets, commodities, infrastructure, and longevity risk-sharing pools.

Currently there are no explicit bans on offering these types of investments in participant-directed retirement plans, but employers and advisers who serve as retirement plan fiduciaries can be sued for including inappropriately risky and costly assets among investment options. (Fiduciaries are required by law to act in the best interests of retirement plan participants.) Outside of retirement plans, marketing private equity and other largely unregulated alternative assets to small investors is mostly prohibited by securities laws, regulations, and agency guidance—though cryptocurrencies and other digital assets can be sold to anyone.

Whether due to fiduciaries’ litigation fear or common sense, alts like private equity have so far made little headway in the 401(k) space, though some major players began marketing managed funds with alternative asset components to 401(k) plan sponsors even before Trump issued his executive order.

In part 1 of this two-part blog post series, I provided background and discussion on a rider amendment that the Homeland Security subcommittee of the House Appropriations Committee proposed and passed over the summer. Originally known as Amendment #1 but later dubbed the Bipartisan Visa En Bloc amendment, it would make major changes to the H-2A and H-2B visa programs through the appropriations process, while completely circumventing the committees that should have subject matter jurisdiction in the House and Senate. Part 1 focuses on the changes and impacts in the H-2A program; this post will briefly explain the components of the rider that would make changes to the H-2B visa program and the impact of those changes, as well as one change that would affect both programs.

The H-2B program has been expanded through appropriations riders every year since fiscal year 2016

Two of my previous reports provide a fuller explanation of the background on the size of the H-2B program and a history of the legislative riders in appropriations bills that have been used to expand the size of the H-2B program. A quick recap here is warranted. In fiscal year 2016, Congress authorized a “returning worker” exemption through appropriations legislation to fund the operation of the U.S. government. The legislation exempted H-2B workers from the annual H-2B cap of 66,000 that is set in law, for fiscal year 2016, if the workers hired were previously in H-2B status in any of the preceding three fiscal years. There was no cap on the number of returning H-2B workers under the exemption.

In each year since FY 2017, Congress has, through appropriations riders, given the executive branch the discretionary legal authority to roughly double the number of H-2B visas available. Rather than specify the level of increase for the H-2B program, appropriators have passed the buck instead to the executive branch—perhaps because they didn’t want the responsibility or criticism that may come from setting a specific number—by directing the U.S. Department of Homeland Security, in consultation with the U.S. Department of Labor (DOL), to determine how many additional H-2B visas are appropriate, if any. DHS has interpreted the rider language as allowing them to issue up to 64,716 “supplemental” visas in the corresponding fiscal year. In total, it has been 10 years (FY 2016–2025) since Congress first permitted increases to the size of the H-2B program through an appropriations rider. The Biden administration in 2023, 2024, and 2025 used the full authority granted to the executive branch in the legislative riders, raising the total H-2B annual limit to 130,716.

The appropriations rider would create a new methodology to expand the H-2B cap by at least 100,000

The rider takes a different approach to allowing a higher number of H-2B visas to be issued in FY 2026. The language of the amendment states that for every employer who has had any H-2B positions certified in the past five fiscal years (2021–2025), the highest number that they had certified in those years will be the number of H-2B workers they may hire who will not count against the annual cap of 66,000. In other words, if an employer had 10 jobs certified in 2021, 15 in 2022, 20 in 2023, 100 in 2024, and 50 in 2025, they would be allowed to hire 100 H-2B workers in 2026 without them counting against the 66,000 cap.

To calculate how many workers could be hired in 2026 under this formula, a colleague and I matched employer records from DOL and identified the employers who had at least one approved H-2B job in each of the years between 2020 to 2024. (Full year data for 2025 were not available at the time of writing, so 2020–2024 are used as a proxy.) Altogether, 186,342 H-2B workers would have been exempted from the annual cap under this formula. This is almost certainly a low-end estimate because the number of H-2B jobs certified in 2020 was lower than normal because of the bureaucratic shutdowns and slowdowns caused by the start of the COVID-19 pandemic.

Table 1 shows an estimate for 2020–2024 that serves as a proxy for our estimate on the number of new H-2B workers who will be exempted from the cap in 2026 and also lists the number of new H-2B workers who will be permitted under the regular annual cap of 66,000. Altogether, the regular cap plus the supplemental cap for H-2B in 2026 would permit at least 252,342 new workers if the language in the rider becomes law. That’s an increase of almost 100%, relative to the total cap in 2023–2025, and a 282% increase, relative to the original H-2B cap of 66,000.

It’s also important to note that the annual caps and total number of workers will grow exponentially in the following years after 2026 if Congress reauthorizes the same language in the rider year after year, as they’ve done with past H-2B riders. This will occur because employers will have an incentive to apply to DOL for labor certification for as many H-2B jobs as possible because that will increase the size of their exemption from the cap for the following year.

Table 1

Total number of H-2B workers would reach 282,000 in 2026 if the rider becomes law

In a recent report, I showed that in 2024, when 64,716 supplemental H-2B visas were added to the statutory cap of 66,000, for a total cap of 130,716, there were a total of 169,177 H-2B workers. This was up from 75,122 total H-2B workers just a decade earlier. The nearly 170,000 total in 2024 included 139,541 H-2B workers with newly issued visas from the State Department, and 4,580 H-2B workers who had their employment extended with the same employer. An additional 25,056 were H-2B workers who changed employers. Workers who extend their H-2B status or change jobs are not counted against the annual cap. (In 2025 the cap was identical to the previous year; thus, final numbers for 2025 are likely to be very similar to 2024.)

To get a better sense of the total number of H-2B workers who would be employed in 2026 if the rider became law, I estimated that the same number of workers who extended their status or changed jobs in 2024 would also do so in 2026, and added that total to the 2026 total cap that would result from the rider. This is illustrated in Figure A, which shows the total number of H-2B workers from 2017 to 2024, and projections for 2025 and 2026. The annual cap plus the supplemental cap, together with H-2B extensions and job changes, will result in nearly 282,000 H-2B workers being employed in 2026—almost 113,000 more workers than were employed in 2024 and 2025.

Figure A

The rider would move 12,000 H-2B jobs to the P visa, which is not administered by the Department of Labor

The other notable change in the rider when it comes to the H-2B program is that H-2B workers employed at carnivals, traveling fairs, and circuses would be moved to the P visa program. According to DOL, in FY 2024 there were 12,398 H-2B jobs certified in the “Amusement and Recreation Attendants” occupation, which is the relevant occupation that would be moved to the P visa. There would be no annual cap on the number of amusement and carnival workers who could be employed in the P visa program.

At present, the P visa is a little-known program intended for use by professional athletes and coaches, members of an internationally recognized entertainment group, or persons performing under a reciprocal exchange program or as part of a culturally unique program. At present, the P visa program has no wage rules or worker protections and is administered exclusively by DHS, which has no staff or expertise on worker rights. This is extremely troubling, given that H-2B workers employed at carnivals and traveling fairs work grueling hours and in terrible conditions, making them some of the most exploited H-2B workers—as advocacy groups have pointed out. These workers are often paid below the minimum wage and are not paid for overtime hours. Yet DOL would no longer have any formal oversight role to ensure they are protected.

The rider language says that employers hiring H-2B carnival workers through the P visa “shall be subject to the same program requirements” of the H-2B program, which are administered by DOL. It also directs DHS and DOL to each separately publish regulations to implement H-2B carnival workers being moved to the P visa program within 180 days and finalize them within one year.

The legislators who support this amendment have provided no explanation or rationale for why it makes sense to create an entirely new process and set of regulations to move one of the biggest H-2B occupations from DOL into DHS—an agency that will be given primary responsibility over the P visa and protecting carnival workers, but which has no mandate or expertise on labor standards and employment laws. The most obvious explanation is that this legislative maneuver is simply a new way to expand the H-2B cap even beyond 252,000, in a way that gives carnival employers an unlimited supply of workers who can be exploited and underpaid. It also seems absurd to put a low-paid traveling carnival worker into the same visa category—where there’s no labor oversight—as a professional baseball player coming from abroad to sign a multimillion-dollar contract with a major league team, or a world-famous singer, dancer, or painter.

House Homeland Security appropriations rider would defund the H-2 modernization rule, restricting the ability of H-2 workers to change jobs and leave abusive employment situations

One other notable section in the rider that impacts both the H-2A and H-2B programs would prohibit DHS from spending funds to implement a regulation that took effect in January 2024—often referred to as the H-2 modernization rule. The rule, among other things, requires additional scrutiny of applications from employers that have violated the law, makes it easier for H-2 workers to be eligible for green cards through existing pathways, and expands the ability of H-2A and H-2B workers to change employers (this is referred to as visa “portability”), making it easier to leave an abusive employment situation. The regulation is far from perfect. As EPI and other advocates have pointed out, the portability provisions require additional measures to make visa portability a more practical reality, rather than just a right that exists on paper and one that can be hijacked by employers seeking to circumvent the annual cap.

Nevertheless, these three provisions in the H-2 modernization rule can undoubtedly help some workers, reducing the indentured nature of the visa programs by tilting the balance of power ever so slightly in the direction of workers. And that’s likely the exact reason that the employers and legislators pushing for the rider included this provision to defund the rule.

The H-2B program needs reforms to improve labor protections and provide H-2B workers with a pathway to citizenship

The appropriations committees in the House and Senate should not continue using parliamentary tactics to make changes to the H-2B program that would likely not pass in Congress through regular order. Instead, Congress should work with the executive branch to reform the H-2B program in the following ways: 

• ensure U.S. workers are considered for open temporary and seasonal jobs 
• craft updated wage rules that protect U.S. wage standards for all workers in H-2B industries
• provide migrant workers with new protections and allow them to more easily change jobs
• provide migrant workers with a quick path to a green card and citizenship
• prohibit lawbreaking employers from hiring through the H-2B program

As EPI and other advocates have long said, these genuine reforms are the only way to ensure that the workers playing vital roles in the U.S. economy are not being exploited and underpaid and that their employers are not able to use visa programs as an employment law loophole that ultimately erodes job quality for all.

For well over a decade now—time and time and time and time again—Congress has been making policy changes to temporary work visa programs not through the normal process of debating and passing legislation, but through a backdoor process. This involves amendments to annual appropriations legislation (known as “riders”) that fund the U.S. government. Riders that make policy changes are much more likely to pass without much public notice, debate, or pushback relative to dedicated legislation, since they are smaller parts of larger, must-pass legislation to fund the whole U.S. government. The significant changes proposed or passed in riders over the past decade have all pushed temporary work visa programs in the same direction: expanding and deregulating the H-2A and H-2B visa programs, which benefits employers at the expense of U.S. workers and hundreds of thousands of migrant workers who will continue to see reduced wages and poorer working conditions. It’s already clear that low-wage work visa programs won’t be improved during the Trump administration; instead, they’ll be made much worse.

This fiscal year, there is a particular urgency around the riders to expand and deregulate the H-2A and H-2B visa programs, in light of the Trump administration’s mass deportation effort that is arresting and deporting workers at a breakneck pace, as well as canceling temporary immigration protections that provided work authorization to millions. The Trump administration got the ball rolling on this effort with a new proposed H-2A wage regulation issued by the U.S. Department of Labor (DOL) on October 2, 2025. This proposed regulation contains a stunning admission: The administration’s mass deportation effort is likely to raise food prices. DOL’s solution to this problem of the administration’s own creation is an irrational and anti-worker solution. Instead of pushing the administration from within to stop their campaign of mass deportation, DOL proposes to lower farmworker wages by $24 billion over the next 10 years.

Having seen this proposed rule, employers who are heavily reliant on migrant laborers—especially those in the hospitality, construction, and agricultural industries—can now be confident they have a friendly administration willing to dismantle labor standards and are lobbying furiously for more work visas that allow them to employ a vulnerable workforce. Employers are making the case that H-2 visas are “a workforce issue, not immigration,” as well as an essential service that must continue to function even during the recent government shutdown. A number of lawmakers and the Trump administration seem to agree.

The latest legislative vehicle that has a chance at furthering these goals is a rider that the Homeland Security subcommittee of the House Appropriations Committee proposed and passed. It was originally known as Amendment #1 but was later dubbed the Bipartisan Visa En Bloc amendment. As Politico Pro reported, “House appropriators from both parties came together…to back big changes to visa policies that would boost the number of seasonal workers who can come to the United States.” The rider was cosponsored by three Republicans and one Democrat (but the Democrat was Henry Cuellar (D-Texas), the recent recipient of a pardon from Trump for federal bribery charges). However, it’s worth noting that because rider passed by a voice vote, there is no on-the-record vote tally showing who voted for it.

The rider still has a long way to go before becoming law and will also depend on whether an omnibus government spending bill is ultimately passed for fiscal year 2026. As of the time of publication, the Senate has not yet released their version of a Homeland Security appropriations bill. To become law, the Senate would also have to adopt the same rider provision for it to become part of the broader omnibus appropriations legislation. Nevertheless, the rider is a statement of intent from legislators who are willing to go to bat for employers seeking new exploitable and underpaid migrant workers to replace their long-term immigrant workers who have been deported or lost status.

Below is a summary of the four major changes that the Bipartisan Visa En Bloc rider amendment would make to the H-2A and H-2B visa programs. Only the first major change is discussed in this explainer, but a follow-up to this blog post will discuss the other three changes. Under the rider:

• Employers would be permitted to hire H-2A farmworkers to fill year-round jobs.
• The H-2B visa program would be expanded by at least 100,000 workers relative to its size in 2024.
• H-2B workers employed at carnivals, traveling fairs, and circuses would be moved to the P visa program, a program that has no wage rules or worker protections and over which DOL has no formal oversight role.
• DHS would not be permitted to spend funds to implement the January 2024 regulation that incrementally improves rights and protections for H-2A and H-2B workers. This regulation allows them to be eligible for green cards through existing pathways and helps them more easily change employers, reducing the indentured nature of the visa programs, and requires additional scrutiny on employer applications if they’ve committed certain violations.

The H-2A program has expanded rapidly and is rife with abuse

Employers use the H-2A visa program to fill seasonal and temporary jobs in agriculture, after employers go through a (mostly pro forma) process to prove that they could not find an available U.S. worker to hire. There is no annual limit on the number of H-2A workers that can be hired, and H-2A has in recent years been the fastest-growing U.S. work visa program, tripling over the past decade. Figure A shows the three available data sets on H-2A job certifications, petitions, and visas, as well as an estimate of the total number of H-2A workers between 2015 and 2024, with 352,682 H-2A workers estimated to have been employed in the United States last year. The vast majority of H-2A workers are employed on crop farms, picking fruits and vegetables, and the average duration of an H-2A job is roughly six months.

Figure A

There have been countless exposés from journalists and advocates that reveal how H-2A farmworkers are indentured to their employers, frequently robbed, exploited, victimized, and trafficked, and how the main source of wage and hour violations on farms comes from employers breaking H-2A rules.

The rider adopted in the House would allow H-2A workers to be employed in year-round jobs—which is currently prohibited—expanding the scope of the program and allowing H-2A workers to fill jobs on dairy, livestock, and poultry and egg farms, as well as in nurseries and greenhouses and other nonseasonal agricultural occupations. This would be a major change to H-2A, and it has long been a demand of agribusiness.

Making H-2A year-round raises three key questions:

• How many permanent, year-round jobs might be impacted?
• How will farmworker wages be impacted?
• How much will the H-2A program expand?

There are 410,000 year-round jobs in agriculture

For an answer to the first question, see Table 1, which lists four of the major agricultural industries employing farmworkers year-round, the largest of which are greenhouse and dairy jobs. Together they total nearly 410,000 full-time equivalent jobs. The industries listed do not include the many year-round (or nearly year-round) jobs that can be found on crop farms, including equipment operators and supervisors. In total, it’s possible that up to one-third of the total 1.6 million full-time equivalent jobs in agriculture could be year-round.

Table 1

DOL’s new Adverse Effect Wage Rate will result in a pay cut for H-2A workers and U.S. workers that will line the pockets of employers by billions

Next, let’s consider what would happen to the wages of farmworkers in year-round occupations if the H-2A visa program were expanded to include them.

The wages of nearly all H-2A farmworkers are set by the Adverse Effect Wage Rate (AEWR), unless the federal, state, or local hourly minimum wages are higher, or if there is an applicable local prevailing wage or collective bargaining agreement in place. The purpose of the AEWR is to ensure that H-2A workers are paid a wage that is consistent with U.S. wage standards and prevent adverse impacts of H-2A employment on the wages of farmworkers in the United States.

On October 2, 2025, DOL issued an interim final rule laying out a new AEWR methodology. A recent EPI post describes in detail how the new Trump AEWR will cut wage rates dramatically by using an inferior data set for agriculture and creating two artificial “skill levels,” which set H-2A wages at the 17th percentile of wages surveyed for farm occupations (skill level 1) and at the 50th percentile, which is the median of wages surveyed (skill level 2). EPI has also submitted a detailed comment to DOL critiquing the new Trump AEWR methodology. 

In the new AEWR, the Trump DOL also removes the previous H-2A program requirement that employers pay for 100% of housing costs for H-2A workers. In its stead, the new AEWR deducts a set amount out of every hour of an H-2A worker’s pay, to compensate the employer for H-2A housing costs. This shifts housing costs to H-2A workers who will have the added burden of paying for housing costs out of the already-low wages they earn. The housing deduction is subtracted from the AEWR—lowering a low wage even further—so low that in many states, the state minimum wage will be higher and become the de facto AEWR.

In total, DOL estimates that over $1.7 billion will be transferred from H-2A workers’ pockets back to farm employers under the new wage rule in 2026, amounting to $24 billion over the next 10 years as the program grows to over 500,000 jobs. EPI’s own estimates are that H-2A workers will see a wage cut of between $1.7 billion and $2.1 billion in 2026, depending on how state minimum wage laws are enforced. Reducing the AEWR for H-2A workers will also lower wages for U.S. farmworkers—one-third of whom are U.S.-born citizens, according to the latest DOL survey. A fall in the H-2A wage will increase demand for H-2A workers, since employers can save significantly on labor costs if they hire them. As a result, it will become relatively more expensive to hire non-H-2A U.S. farmworkers. Employers will therefore reduce demand for U.S. farmworkers, putting downward pressure on their wages, with U.S. farmworkers seeing wage reduction of $2.7 to $3.3 billion in annual pay.

This would represent a shocking upward redistribution of income away from some of the country’s most underpaid and essential workers for the food system.

Under the new AEWR, H-2A farmworkers in year-round jobs would be paid tens of thousands of dollars less annually compared with what U.S. farmworkers earn now

The wage cuts from the AEWR described above currently apply only to H-2A farmworkers, who can only be employed in seasonal jobs. However, if the rider to make H-2A year-round goes into effect, farmworkers in year-round jobs will see the biggest pay cuts.

Table 2 lists a sample of some of the main year-round agricultural industries in major agricultural states, along with average annual employment, which together accounts for about 15% of the total year-round full-time equivalent jobs in agriculture. Table 2 shows how much farmworkers earned annually, on average in 2024 in those industries and states, and compares the annual earnings of farmworkers in 2024 with what H-2A workers would earn in 2026 if they had worked in the same jobs and had been paid the corresponding 2026 AEWR at skill level 1 for the entire year (40 hours per week for 52 weeks), minus the annualized amount that will be deducted from hourly wages for housing according to the 2026 AEWR.1

The final column in Table 2 shows a few examples that illustrate the difference between what year-round U.S. farmworkers in the selected industries earned in 2024 and what H-2A workers at skill level 1 would earn if they were paid the annualized AEWR in 2026. Table 2 shows that the reduction in wages for H-2A farmworkers in year-round jobs could range from an annual pay cut of nearly $19,000 for farmworkers on dairy farms in Wisconsin to a pay cut of over $44,000 for farmworkers on poultry and egg farms in Texas.

Outcomes such as these—in which farmworkers paid the 2026 AEWR would earn tens of thousands of dollars less than what U.S. farmworkers earned in major year-round jobs in 2024—are egregious and in violation of the spirit and letter of the AEWR and the H-2A statute, but will be the norm and allowed if the year-round H-2A provision in the rider becomes law. This would hurt some of the most vulnerable and lowest-paid workers in the U.S. labor market and create an almost unstoppable incentive for employers to replace their current farmworkers who now fill year-round jobs with H-2A workers who can’t easily switch employers or effectively complain when their wages are stolen and when they’re forced to work in unsafe conditions.

Table 2

The year-round H-2A rider with the new AEWR rule could triple the current size of the H-2A program and cause wages to drop sharply for farmworkers

The ultimate result of the new H-2A wage rule combined with making the H-2A program year-round would be a likely tripling of the size of the H-2A program to about 900,000 workers, which includes the complete decimation of job quality for the 410,000 jobs in agriculture that can provide stable year-round employment and sometimes a living wage for U.S. farmworkers.

How would this occur? The Trump DOL’s new wage rule estimates that the lower pay for farmworkers it institutes will encourage farms to rapidly increase hiring through the H-2A program, estimating that 515,000 H-2A workers will be employed in 2034. If those low wages remain in effect and the year-round H-2A rider becomes law and is renewed yearly (as the H-2B riders have been every year), employers are likely to ramp up hiring for year-round jobs until nearly all are filled by H-2A workers who can be paid extremely low wages and, because of their precarious immigration status, have little bargaining power or the ability to complain in the face of employer lawbreaking.

For context, the 410,000 H-2A workers in year-round jobs plus the estimated 257,500 year-round equivalent jobs done by H-2A workers in seasonal jobs (i.e., 515,000 H-2A workers employed in 2034 for six months out of the year), would equal 667,500 full-time equivalent jobs in agriculture, or roughly 42% of all annual average employment in agriculture.

Instead of ballooning the H-2A program, policymakers should create a pathway to citizenship for farmworkers to ensure their rights on the job

Policymakers and the public must reject the harmful and unjustified proposals coming from Trump and Congress to pay less to farmworkers who already live on the margins of society, and to keep more of them indentured through the H-2A program. This rider is another example that reveals the truth about the Trump administration’s immigration agenda: They have no real interest in protecting jobs or pay for American or “native-born” workers, only in giving employers what they demand.

Using H-2A, a problematic temporary work visa program—in which workers are virtually indentured to their employers and that accounts for most of the wage and hour violations that take place on farms—to fill permanent, year-round jobs should give pause to all members of Congress. It makes no sense, unless the goal is to keep the workers employed in those jobs from having equal rights and fair pay. If migrant workers are filling true labor shortages in permanent, year-round jobs, then those workers should always get lawful permanent residence (i.e., green cards) that puts them on a path to citizenship.

If members of Congress want a reliable, healthy, and stable farm labor force that can continue to produce food domestically for Americans, they should pass legislation that legalizes undocumented farmworkers and reforms the H-2A program so that all migrant farmworkers have equal rights, fair wages, and a quick path to permanent residence and citizenship. That’s the only way to ensure that the workers who sustain the food supply chain will be treated with the dignity and respect they deserve and that honors their contributions to the U.S. economy.

1. The amounts have not been adjusted for inflation. The 2026 AEWR provides two “skill levels” for farmworkers—which are set at specific percentiles along the distribution of OEWS wages surveyed. Skill level 1 is the 17th percentile while skill level 2 is the median of wages surveyed, which is also the 50th percentile. For this calculation, I am only calculating the wage differentials for H-2A workers in year-round jobs who are classified by employers at skill level 1, which DOL estimates will account for 92% of all H-2A workers.

Summary  

The public has supported raising taxes on the ultrarich and corporations for years, but policymakers have not responded. Small increases in taxes on the rich that were instituted during times of Democratic control of Congress and the White House have been consistently swamped by larger tax cuts passed during times of Republican control. This was most recently reflected in the massive budget reconciliation bill pushed through Congress exclusively by Republicans and signed by President Trump. This bill extended the large tax cuts first passed by Trump in 2017 alongside huge new cuts in public spending. This one-step-forward, two-steps-back dynamic has led to large shortfalls of federal revenue relative to both existing and needed public spending.

Raising taxes on the ultrarich and corporations is necessary for both economic and political reasons. Economically, preserving and expanding needed social insurance and public investments will require more revenue. Politically, targeting the ultrarich and corporations as sources of the first tranche of this needed new revenue can restore faith in the broader public that policymakers can force the rich and powerful to make a fair contribution. Once the public has more faith in the overall fairness of the tax system, future debates about taxes can happen on much more constructive ground.

Policymakers should adopt the following measures:

• Tax wealth (or the income derived from wealth) at rates closer to those applied to labor earnings. One way to do this is to impose a wealth tax on the top 0.1% of wealthy households.
• Restore effective taxation of large wealth dynasties. One way to do this would be to convert the estate tax to a progressive inheritance tax.
• Impose a high-income surtax on millionaires.
• Raise the top marginal income tax rate back to pre-2017 levels.
• Close tax loopholes for the ultrarich and corporations.

Introduction

The debate over taxation in the U.S. is in an unhealthy state. The public is deeply distrustful of policymakers and doesn’t believe that they will ever put typical families’ interests over those of the rich and powerful. In tax policy debates, this means that people are often highly skeptical of any proposed tax increases, even when they are told it will affect only (or, at least, overwhelmingly) the very rich. People are also so hungry to see any benefit at all, no matter how small, that they are often willing to allow huge tax cuts for the ultrarich in tax cut packages if those packages include any benefit to them as well. The result has been a continued downward ratchet of tax rates across the income distribution.1 This is a terrible political dynamic for U.S. economic policy, given the pressing national needs for more revenue.

As countries get richer and older, the need for a larger public sector naturally grows.2 Yet the share of national income collected in taxes by the U.S. government has stagnated since the late 1970s. This has left both revenue and public spending in the United States at levels far below those of advanced country peers.3 This stifling of resources available for the public sector is not only inefficient but has led to frustration over its inability to perform basic functions. The political root of this suppression of resources for the public sector is a series of successful Republican pushes to lower tax rates for the richest households and corporations. This attempt to use tax policy to increase inequality has amplified other policy efforts that have increased inequality in pre-tax incomes, leading to suppressed growth in incomes and declining living standards for low- and middle-income households and a degraded public sector.4

In recent decades the dominant strategy for many on the center–left to combat the public’s tax skepticism is to pair tax increases with spending increases for programs that lawmakers hope will be popular enough to justify the taxes. This strategy has worked in the sense that some tax increases have been passed in the same legislation that paid for valuable expansions of income support, social insurance, and public investment programs in recent years. But this strategy has not stopped the damaging political dynamic leading to the sustained downward ratchet of tax revenue and the tax rates granted to the ultrarich and corporations.5

Part of the problem with a strategy of trying to attach tax increases to allegedly more popular spending increases is that it takes time for spending programs to become popular. The Affordable Care Act (ACA), for example, was not particularly popular in the year of its passage but has survived numerous efforts to dislodge it and has seemingly become more popular over time. Conversely, the expanded Child Tax Credit (CTC) that was in effect in 2021 and cut child poverty in half only lasted a single year, so there was little organic public pressure on Congress to ensure it continued.

In this report, we suggest another strategy for policymakers looking to build confidence in the broader public that tax policy can be made fairer: Target stand-alone tax increases unambiguously focused on ultrarich households and corporations as the first priority of fiscal policy. The revenue raised from this set of confidence-building measures can be explicitly aimed at closing the nation’s fiscal gap (the combination of tax increases or spending cuts needed to stabilize the ratio of public debt to national income).6 Once this gap has been closed with just highly progressive taxes, the public debate about the taxes needed to support valuable public investments and welfare state expansions should be on much more fruitful ground.

This approach takes seriously the work of scholars like Williamson (2017), who argue that the U.S. public is not rigidly “anti-tax.” Indeed, this public often views taxpaying as a civic responsibility and moral virtue. Yet they have become convinced that too many of their fellow citizens are not making a fair and adequate contribution. Part of this perception rests on underestimating the taxes paid by the poor and working people, but a good part of this perception also rests on the accurate impression that many rich households and corporations are not paying their fair share. Policy can change this latter perception, particularly if the policy is explicitly identified with ensuring that the rich and corporations—and only the rich and corporations—will see their taxes increase.

The rest of this report describes a number of tax policy changes that would raise revenue from the rich and corporations with extremely small (often zero) spillover into higher taxes for anybody else. It also provides rough revenue estimates of how much each could raise. It is not exhaustive, but it demonstrates that the nation’s current fiscal gap could certainly be closed with only taxes on the very rich. Making this policy agenda and target explicit could go a long way to restoring trust and improving the quality of the debate about taxes.

Targeting the ultrarich

The vast majority (often 100%) of the tax policy changes discussed below would only affect the taxes paid by the top 1% or above (those making well over $563,000 in adjusted gross income in 2024). Many of the taxes—and the vast majority of the revenue raised—will actually come from households earning well above this amount. We will be more specific about the incidence of each tax in the detailed descriptions below. The tax policy changes fall into two categories: increasing the tax rates the rich and ultrarich pay and closing the tax loopholes they disproportionately benefit from. We first present the tax rate changes, and we list them in declining order of progressivity.

Both the rate changes and the loophole closers disproportionately focus on income derived from wealth. By far the biggest reason why rich households’ tax contributions are smaller than many Americans think is appropriate has to do with rich households’ source of income. So much of these households’ income derives from wealth, and the U.S. federal tax system taxes income derived from wealth more lightly than income derived from work. If policymakers are unwilling to raise taxes on income derived from wealth, the tax system can never be made as fair as it needs to be.

Levying a wealth tax on the top 0.1% or above of wealthy households

The WhyNot Initiative (WNI) on behalf of Tax the Greedy Billionaires (TGB) has proposed a wealth tax of 5% on wealth over $50 million, with rates rising smoothly until they hit 10% at $250 million in wealth and then plateauing. With this much wealth, even a household making just a 1% return on their wealth holdings would receive an income that would put them in the top 1% of the income distribution. A more realistic rate of return (say, closer to 7%) would have them in the top 0.1% of income.

The $50 million threshold roughly hits at the top 0.1% of net worth among U.S. families, so this tax is, by construction, extremely progressive—only those universally acknowledged as extremely wealthy would pay a penny in additional tax. The WNI proposal also imposes a steep exit tax, should anybody subject to the tax attempt to renounce their U.S. citizenship to avoid paying it.

The Tax Policy Center (TPC) has estimated that the WNI wealth tax could raise $6.8 trillion in additional net revenue over the next decade, an average of $680 billion annually. In their estimate, the TPC has accounted for evasion attempts and the “externality” of reduced taxes likely to be collected on income flows stemming from wealth holdings. Despite accounting for these considerations, the $6.8 trillion in revenue over the next decade could completely close the nation’s current estimated fiscal gap.

A key consideration in the long-run sustainability of revenue collected through a wealth tax is how quickly the tax itself leads to a decline in wealth for those above the thresholds of the tax. If, for example, the tax rate itself exceeded the gross rate of return to wealth, wealth stocks above the thresholds set by the tax would begin shrinking, and there would be less wealth to tax over time. The Tax Policy Center’s estimate includes a simulation of this decumulation process, assuming an 8.5% rate of return.7 It finds only very slow rates of decumulation.

Other simulation results (like those in Saez and Zucman 2019b) find faster decumulation for wealth taxes as high as this, but even their findings would still support the significant revenue potential of a wealth tax targeted at sustainability. Whereas the WNI wealth tax raises roughly 2.2% of GDP over the next 10 years, the Saez and Zucman (2019a) results highlight that over half this much could essentially be raised in perpetuity.8

It is important to note that even if revenue raised from any given wealth tax came in lower than expected due to the decumulation of wealth, this decumulation is itself highly socially desirable. The wealth would not be extinguished. It would instead accumulate to other households throughout society. An analogy is carbon taxes targeted at lowering greenhouse gas emissions. If a carbon tax were implemented and the revenue it raised steadily fell over time, this would be a sign of success, as the primary virtue of such a tax is not the long-run revenue it can raise but the behavioral changes it can spur, such as switching to less carbon-intensive forms of energy generation and use.

The benefits from wealth decumulation could be profound. For one, much of the rise in wealth in recent decades has been the result of a zero-sum transfer of income claims away from workers and toward capital owners (Greenwald, Lettau, and Ludvigson 2025). To the degree that higher wealth taxes make these zero-sum transfers less desirable for privileged economic actors, the imperative to keep wages suppressed and profits higher will be sapped, leading to a broader distribution of the gains of economic growth.

Further, highly concentrated wealth leads naturally to highly concentrated political power, eroding the ability of typical families to have their voices heard in important political debates (Page, Bartels, and Seawright 2013). Studies show that popular support for democratic forms of government is weaker in more unequal societies, demonstrating that a greater concentration of wealth can lead to the erosion of democracy (Rau and Stokes 2024).

Converting the estate tax to a progressive inheritance tax

The estate tax in the United States currently only applies to estates of more than $11.4 million. At the end of 2025 it would have reverted to pre-2017 levels of roughly $7 million, but the Republican budget reconciliation bill passed in 2025 will raise it to a level more than twice as high starting in 2026—at $15 million. The 40% estate tax rate applies on values above these thresholds.

The estate tax threshold has been increased significantly since 2000, with changes in 2001, 2012, 2017, and 2025 all providing large increases. In 2000 the threshold for exemption was under $1 million, and the rate was 55%. If the 2000 threshold were simply updated for inflation, it would have been $1.3 million today, instead of $11.4 million. At this $1.3 million threshold and with a 55% rate, the estate tax would raise roughly $75 billion more in revenue this year than it is currently projected to.9 In short, our commitment to taxing wealthy estates and their heirs has eroded substantially in recent decades.

Batchelder (2020) proposes a new tax on inheritances that would replace the estate tax. Batchelder’s inheritance tax would not fall on the total value of the estate, but simply the portion of it inherited by individual heirs. Her proposal is to tax inheritances of various thresholds as ordinary income. Because the tax would be triggered by the lifetime level of gifts and inheritances, it cannot be avoided just by using estate planning to time these bequests and gifts. For a threshold of $1 million, the tax would raise roughly 0.35% of gross domestic product annually, or roughly $1 trillion over the next decade.

An inheritance tax is naturally more progressive than an estate tax. To see why, imagine an estate of $5 million that faced 2000-era estate tax rules. An estate tax would lower the value of the inheritance to all heirs by an amount proportional to the tax. Conversely, under an inheritance tax, the effective rate of the tax felt by heirs would be significantly different if the estate was spread among 10 heirs (each receiving $500,000 and, hence, not even being subject to the Batchelder inheritance tax that starts at $1 million) versus being spread among two heirs (each receiving $2.5 million and paying an inheritance tax). Fewer heirs for a given estate value imply a larger inheritance and, hence, a higher inheritance tax (if the inheritance exceeds the tax’s threshold).

Imposing a high-income surtax on millionaires

Probably the most straightforward way to tightly target a tax on a small slice of the richest taxpayers is to impose a high-income surtax. A surtax is simply an across-the-board levy on all types of income (ordinary income, business income, dividends, and capital gains) above a certain threshold. As such, there is zero possibility that lower-income taxpayers could inadvertently face any additional tax obligation because of it.

A version of such a high-income surtax was actually a key proposed financing source for early legislative versions of the Affordable Care Act. The bill that passed the House of Representatives included such a surtax.10 This surtax was replaced with other revenue sources during the reconciliation process between the House and Senate versions.

One proposal is to enact a 10% surtax on incomes over $1 million. This would affect well under 1% of households (closer to 0.5%). Using data from the Statistics of Income (SOI) of the Internal Revenue Service (IRS), we find that roughly $1.55 trillion in adjusted gross income sat over this $1 million threshold among U.S. households in 2019.11 A purely static estimate with no behavioral effects, hence, would argue that $155 billion annually (10% of this $1.55 trillion) could be raised from this surcharge. In tax scoring models (like that of the Tax Policy Center or the Joint Committee on Taxation), behavioral effects tend to reduce estimates roughly 25% below such static estimates. Applying such a discount would still suggest that the revenue potential of a high-income surtax with a $1 million threshold could be $1.5 trillion over the next decade.

Raising the top marginal income tax rate back to pre-TCJA levels

During the Clinton and Obama administrations, the top marginal tax rate on ordinary income was increased to 39.6%. During the George W. Bush and the first Donald Trump administrations, it was reduced and currently sits at 37%. This lower marginal top rate would have expired at the end of 2025, but the Republican budget reconciliation bill, passed by Congress and signed by Trump in July 2025, ensured that it would stay at 37%.

In 2025 the bracket that this top tax rate applies to will begin at $626,350 for single filers and joint filers. This is well under 1% of taxpayers. If the bracket for top tax rates was dropped to $400,000 and the rate was raised to 39.6%, the Tax Policy Center has estimated that this could raise roughly $360 billion over the next decade. Earlier in 2025, there were reports that Republicans in Congress were thinking about letting the top tax rate revert to the level it was at before the 2017 Tax Cuts and Jobs Act (TCJA). This was touted as members of Congress breaking with their party’s orthodoxy and actually taxing the rich. On the contrary, the new top marginal tax rate now applies to joint filers at an even lower level than pre-TCJA rates.

As can be seen in Table 1, pushing the top marginal rate on ordinary income to pre-TCJA levels is one of the weakest tools we have for raising revenue from the rich. The reason is simple. A large majority of the income of the rich is not ordinary income; it is income derived from capital and wealth, and, hence, only changing the tax rate on ordinary income leaves this dominant income form of the rich untouched.

Corporate tax rate increases

In 2017 the TCJA lowered the top rate in the corporate income tax from 35% to 21%, and the 2025 Republican budget reconciliation bill extended that lower 21% rate. The 35% statutory rate that existed pre-TCJA was far higher than the effective rate actually paid by corporations. Significant loopholes in the corporate tax code allowed even highly profitable companies to pay far less than the 35% statutory rate.

But at the same time the TCJA lowered the statutory rate, it did little to reduce loopholes—the gap between effective and statutory rates after the TCJA’s passage remains very large.12 Clausing and Sarin (2023) have estimated that each 1 percentage point increase in the top statutory tax rate faced by corporations raises over $15 billion in the first years of the 10-year budget window. Raising today’s 21% top rate back to the 35% rate that prevailed before the TCJA would, hence, raise roughly $2.6 trillion over the next decade.

The immediate legal incidence of corporate taxes falls on corporations, the legal entities responsible for paying the taxes. However, the economic incidence is subject to more debate. The current majority opinion of tax policy experts and official scorekeepers like the Joint Tax Committee (JTC) is that owners of corporations (who skew toward the very wealthy) bear most of the burden of corporate tax changes.13 But some small share of the corporate tax rate’s incidence is often assigned to workers’ wages, as there are some (speculative) reasons to think a higher corporate tax rate leads in the long run to lower wage income. The economic reasoning is that if the higher corporate tax rates lead to less economywide investment in tangible structures, equipment, and intellectual property, then this could slow economywide productivity growth. This slower productivity growth could, in turn, reduce wage growth for workers.

However, newer research highlights that there are good reasons to think that corporate tax rate increases have zero—or even positive—effects on private investment in structures, equipment, and intellectual property. Brun, Gonzalez, and Montecino (2025, forthcoming) argue that once one accounts for market power (either in product or labor markets) of corporations, corporate taxes fall, in part, on nonreproducible monopoly rents. To provide an example, a large share of Amazon’s profits is not just due to the size of the firm’s capital stock but its considerable monopoly power in many business segments. This market power allows them to charge higher prices than they could in competitive markets, and these excess prices represent a pure zero-sum transfer from consumers, not a normal return to investment.

Increasing taxes on these monopoly rents can reduce stock market valuations of firms and actually lower the hurdle rate for potential competitors assessing whether to make investments in productivity-enhancing capital. This can actually boost investment and productivity economywide, and if investment and productivity rise (or just do not fall) in response to corporate tax increases, this implies that none of the economic incidence of a corporate tax increase falls on anybody but the owners of corporations.

In short, despite some mild controversy, it seems very safe to assume that increases in the corporate income tax rate both are and would be perceived by the public as extremely progressive.

Closing tax loopholes that the ultrarich and corporations use

As noted above, it’s not just falling tax rates that have led to revenue stagnation in recent decades. There has also been an erosion of tax bases. Growing loopholes and increasingly aggressive tax evasion strategies have put more and more income out of the reach of revenue collectors. It goes almost without saying that the vast majority of revenue escaping through these loopholes and aggressive tax evasion strategies constitutes the income of the very rich and corporations.

These types of loopholes are unavailable to typical working families because their incomes are reported to the Internal Revenue Service. Typical working families rely on wage income, which is reported to the penny to the IRS, and families pay their legally obligated tax amount. Income forms earned by the ultrarich, however, often have very spotty IRS reporting requirements, and this aids in the evasion and reclassification of income flows to ensure the ultrarich are taxed at the lowest rates.14 Shoring up tax bases by closing loopholes and engaging in more robust enforcement are key priorities for ensuring the very rich pay a fair and substantial contribution to the nation’s revenue needs.

Closing loopholes that allow wealth gains and transfers between generations to escape taxation

The wealthy use a number of strategies to escape taxation of the income they generate and to allow assets to be transferred to their heirs. Below we discuss three such strategies and provide a score for a consolidated package of reforms aimed at stopping this class of tax strategies—$340 billion over the next decade.

Ending the step-up in basis upon death or transfer of assets

This is best explained with an example. Say that somebody bought shares of a corporation’s stock in the early 1980s for $1 per share. They held onto it for decades until it reached $501 per share. Since they never realized this capital gain by selling the stock, they were never taxed on their growing wealth. Now, say that they transferred these stock holdings to their children decades later. Because it is no longer the original buyer’s property, it would not be assessed as part of an estate subject to the estate tax. If their children subsequently sold the stock, current law would allow a step-up in basis, which means the capital gain they earned from selling the stock would only be taxed on the gain over and above the $501 per share price that prevailed when they received the stock, not the original $1 per share price.

So, if children sold their stock gift for $501 per share, they would owe zero tax. And for the family as a whole, the entire (enormous) capital gain that occurred when the share appreciated from $1 to $501 is never taxed. This allows huge amounts of wealth to be passed down through families without the dynasty’s ever paying appropriate taxes, either capital gains taxes or estate taxes.

An obvious solution to this problem is simply to not grant the step-up in basis when the asset is transferred. That is, when the children receive the stock in the example above, any subsequent sale should be taxed on any capital gain calculated from the $1 originally paid for the stock. In the case above, the children would have had to pay a capital gains tax on the full value between $1 and $501 if they had sold the stock for $501.

Besides raising money directly through larger capital gains values, ending the step-up in basis can also cut down on many tax engineering strategies that wealthy families undertake to avoid taxation. Estimates for the revenue that could be raised by enacting this change are quite varied, but they tend to sit between $15 billion and $60 billion in 2025.15 We estimate this would raise $190 billion over the next decade.

An alternative solution getting at the same problem would be to make the death of a wealth holder a realizable event. Essentially, for the purposes of taxation, it would be assumed that all assets were sold by a wealth holder upon their death, and the appropriate rate of capital gains taxation would then be collected.

Making borrowing a realizable event

A related reform would make the pledging of any asset as collateral against a loan a realizable event. In the example above, as the original holder of the stock held the shares and did not sell them over a long period of time, this raises an obvious question of how this family is financing their current consumption without liquidating any wealth. They could, of course, be earning labor income. But the very wealthy often finance current consumption by taking out loans and using the value of their wealth as collateral. So long as the interest rates on the loans are lower than the rate of return on the wealth being pledged as collateral, they can enjoy high and rising consumption and still see considerable wealth appreciation. This is a particularly useful strategy during periods of low interest rates (like most of the past 25 years) and for owners of newer corporations that are growing rapidly (think Jeff Bezos and Amazon during the 2000s). This use of debt as a strategy of avoiding capital gains realization has often been called the “Buy, Borrow, Die” strategy.

An obvious reform to stop this would be to force wealth holders to treat pledging an asset as collateral as a realization event for this asset. When the wealth holder goes to financiers to get loans and pledges their shares as collateral, the wealth holder would pay a capital gains tax on the difference in the value of the stock between when they originally bought it and the value the day it is pledged for collateral. The amount of revenue this would raise would be small in the grand scheme of the federal budget, roughly $60 billion over the next decade. But it would provide one more block to a common tax evasion strategy for the ultrarich, and this could show up in more revenue collected through other taxes.

Closing loopholes that erode estate or inheritance tax bases

Hemel and Lord (2021) identify estate planning mechanisms that reduce the base of the current estates taxes, including the abuse of grantor retained annuity trusts (GRATs) and excessively preferential tax treatment of transfers within family-controlled entities. Under current law, wealthy individuals establishing a trust for their descendants may calculate the taxable gift amount of the trust by subtracting the value of any qualified interest. This qualified interest includes any term annuity retained by the grantor of the trust. The annuity is based on market interest rates prevailing when the trust was established. When interest rates are low, this becomes an extremely valuable deduction.

Hemel and Lord (2021) give the example of a grantor establishing a $100 billion trust but retaining a two-year annuity payment of $50.9 million based on the 1.2% interest rate prevailing in 2021. This taxpayer would be able to subtract this annuity from their taxable gift calculation, effectively paying no gift tax. If the assets in the trust grew faster than 1.2%, then the trust would have assets left over after two years, and these could be passed to the beneficiaries free of any transfer tax (as these assets came from the trust, not the original grantor). If assets in the trust grew more slowly than this amount, then the trust would be unable to make its full final annuity payment and would be declared a failed trust and would trigger no estate or gift tax consequences. In this case, the original grantor could simply try again to construct a short-term irrevocable trust that would succeed in transferring income to heirs without triggering a gift tax.

Hemel and Lord (2021) recommend repealing the law that allows for this deduction of qualified interest from gift or transfer taxes applying to GRATs. They also argue for reducing the preferential treatment of transfers within family-controlled entities. The full package of reforms to estate planning that they recommend would raise $90 billion over the next decade.

Closing the loophole from ambiguity between self-employment and net investment income

As part of the Affordable Care Act, a 3.8% tax was assessed on income above $200,000 (for single filers and $250,000 for joint filers). If this income is earned as wages or self-employment income, this tax is paid through the Federal Insurance Contributions Act (FICA) or the Self-Employment Contributions Act (SECA) taxes. If the income is received as a dividend or interest payment or royalty or other form of investment income, the tax is paid as a Net Investment Income Tax (NIIT). The clear intent is for income of all forms to be assessed this tax.

Somehow, however, some business owners (mostly those owning limited partnerships and S corporations—corporations with a limited number of shareholders who are required to pass through all profits immediately to owners) have managed to classify their income as not subject to FICA, SECA, or the NIIT.16 A number of policy options could close this unintended gap and raise nontrivial amounts of revenue—roughly $25 billion in 2025. Importantly, the revenue collected by this loophole closing would go directly to the Medicare trust fund.

International corporate tax reform

Before the TCJA, the biggest loophole by far in the corporate income tax code was U.S. corporations’ ability to defer taxes paid on profits earned outside the United States. In theory, once these profits were repatriated, taxes would be levied on them. However, financial engineering meant that there was little need to repatriate these profits for reasons of undertaking investment or stock buybacks or anything else corporations wanted to do.17 Further, corporations routinely lobbied for repatriation holidays, periods of time when they were allowed to repatriate profits at a reduced rate. One such holiday was passed by Congress and signed into law by George W. Bush in 2004.

Between 2004 and 2017, pressure for another such holiday ramped up as more and more firms deferred corporate taxes by holding profits offshore. The TCJA not only provided such a holiday for past profits kept offshore, it also made profits booked overseas mostly exempt from U.S. corporate taxes going forward. In essence, the TCJA turned deferral into an exemption.

This TCJA exemption of foreign-booked profits was subject to small bits of tax base protection. But they have been largely ineffective. The 2025 budget reconciliation bill would further exacerbate these problems, reducing taxes on foreign income even more.

Clausing and Sarin (2023) recommend a suite of corporate reforms that aims to level the playing field between firms booking profits in the United States versus overseas. Key among them would be to reform the Global Intangible Low-Taxed Income (GILTI) tax rate, a rate introduced in the TCJA, to ensure that financial engineering would not allow large amounts of corporate income earned by U.S.-based multinationals to appear as if they were earned in tax havens.18

The GILTI is essentially a global minimum tax rate for U.S. multinationals. But the rate (10.5% in 2024 and 12.6% in 2025) is far too low to effectively stop this kind of tax haven-shopping for corporations, much lower than the 15% minimum rate negotiated by the OECD and agreed to by the Biden administration in 2022.

In addition, multinationals are currently allowed to blend all their foreign tax obligations globally and take credits for foreign corporate income taxes paid. So, taxes paid on a company’s actual manufacturing plant in, say, Canada, can count toward the GILTI contribution of a multinational, even if they then used financial engineering to shift most of their paper profits to tax havens like the Cayman Islands.

Raising the GILTI rate and applying it on a country-by-country basis would go a long way to preserving the base of the U.S. corporate income tax in the face of tax havens. The Clausing and Sarin (2023) suite of reforms would raise $42 billion in 2025.

Building up IRS enforcement capabilities and mandates

In 2022, the IRS estimated that the tax gap (the dollar value of taxes legally owed but not paid in that year) exceeded $600 billion. The richest households account for the large majority of this gap. The IRS in recent decades has lacked both the resources and the political support to properly enforce the nation’s tax laws and collect the revenue the richest households owe the country.

Due to this lack of resources and mandates, the IRS instead often took the perverse approach of leveraging enforcement against easy cases—easy both in terms of not taking much capacity and of not generating intense congressional backlash.19 In practice, this meant intensively auditing recipients of refundable tax credits to look for improper payments. Tax credits are refundable when the amount of a credit (say, the Child Tax Credit) is larger than the taxpayer’s entire income tax liability. In this case, the credit does not just reduce income tax liability; it will also result in an outright payment (hence, refundable) to the taxpayer claiming it. Recipients of these refundable tax credits are, by definition, low-income taxpayers—those with low income tax liability. Besides making the lives of these low-income households more anxious, these audits also just failed to generate much revenue—again, because the group being audited was generally low income and didn’t owe significant taxes in the first place.

The Biden administration included significant new money to boost IRS enforcement capacity as part of the 2022 Inflation Reduction Act (IRA). This extra enforcement capacity was paired with new mandates to reduce the tax gap by increasing enforcement efforts on rich taxpayers.

However, the IRA additions to IRS resources were already being chiseled away before the 2024 presidential election. The Trump administration clearly has no interest in whether or not the IRS consistently enforces revenue collection from the rich. The budget reconciliation bill that Republicans passed through Congress in July rolled back the expanded funding for IRS enforcement. Trump’s proposed fiscal year 2026 budget for IRS funding would chip away at that even further. 

The IRS has also not been immune to the Trump administration’s attempt to make life miserable for federal employees. The agency has lost a quarter of its workforce since 2025 to layoffs, the deferred resignation offer pushed by Elon Musk’s so-called Department of Government Efficiency, early retirements, and other separations (TIGTA 2025).

The sharp turn away from the Biden administration’s support of the IRS represents a missed opportunity. While it would be near impossible to fully close the tax gap, Sarin and Summers (2019) estimate that some modest and doable steps could reliably collect significantly over $100 billion per year over the next decade from increased enforcement efforts.

How much could a campaign of confidence-building measures to tax the ultrarich raise?

These measures to enact a series of tax reforms laser-targeted at only the rich could raise significant revenue. One obvious benchmark suggests itself: the current fiscal gap. The fiscal gap is how much (as a share of GDP) taxes would need to be raised or spending would need to be cut to stabilize the ratio of public debt to GDP. Today this gap stands at roughly 2.2%.

Table 1 gives a rough score for each of the provisions mentioned above. It then conservatively estimates the combined revenue-raising potential of this package. It assumes that the whole policy package is equal to 70% of the sum of its parts. This would help account for some fiscal “externalities” (i.e., taxing wealth means wealth grows more slowly over time and, hence, reduces tax collections on income earned from wealth going forward). It also would help account for some potentially duplicative effects that could reduce some revenue collected by the combination of these reforms. For example, if the step-up in basis were eliminated, the incentive for rich households to finance consumption with loans would be reduced, so the revenue generated by treating the pledging of collateral as a realizable event would likely be reduced.

Table 1

This combination of confidence-building measures to tax the rich would unambiguously be able to close the nation’s current fiscal gap. The sum of the parts of this agenda would raise roughly 4% of GDP over the long run, and even if the sharp 30% discount on the sum of these parts was applied, it is still just under 3% of GDP. Telling the American public that this package of tax increases on the ultrarich had put the nation on a fully sustainable long-run trajectory while still leaving enough money to fund something as large as universal pre-K for 3- and 4-year-olds or a radical increase in more generous coverage in the nation’s unemployment insurance system could be seismic for changing the tax debate in the United States.

For those like us who advocate for even larger expansions of the U.S. system of income support, social insurance, and public investment, the future political debate over how to finance them would be on much more favorable ground with the public’s support. The conditions of the debate would change if the public could shake the (too often true) impression that the U.S. government is failing to ask the ultrarich and corporations to do their part to contribute to the nation’s fiscal needs.

Conclusion

Obviously, this program of laser-targeting tax increases on the ultrarich is not the policy of the current Trump administration or the Republican majority in Congress. They have already spent the first half of 2025 forcing through a monster of a reconciliation bill, which extended the expiring provisions of the TCJA, provisions that provide disproportionate benefits to the very rich. The reconciliation bill represents a shocking upward redistribution of income from the very poor to the very rich, paying for trillions of dollars in tax cuts that primarily benefit the wealthy by stripping health care and food assistance from millions of Americans. 

But as damaging as extending these expiring provisions will be to tax fairness and economic outcomes, they might be even more damaging to the public’s confidence that tax policy can ever be reoriented to ensure that the ultrarich and corporations pay their fair share. Instead, the debate over the expiring provisions will draw attention to two facts. First, the large majority of U.S. households will see a tax cut (relative to current law), but these cuts will be much larger for the rich. For example, the bottom 60% of households will see a tax cut of just over $1 per day, while the top 1% will see a cut of $165 per day, and the top 0.1% will see a whopping $860 per day. Second, these regressive tax cuts are bundled with spending cuts that will sharply reduce incomes for the people in the bottom half of the income distribution, leaving them net losers overall.

This combination of facts will continue to feed perceptions that the only way typical households can get something—anything—out of tax policy debates is if they settle for crumbs from the feast enjoyed by the richest. And even these crumbs will be taken back in the form of cuts elsewhere.

It’s time to reverse these perceptions. If policymakers engage in a confidence-building set of measures to raise significant revenue only from the ultrarich, the public’s stance toward tax policy can be changed from being anti-tax to being willing to have debates about the pros and cons of public sector expansions, content in the knowledge that the very rich will neither escape their obligations nor claim the lion’s share of benefits yet again.

Notes

1. Obviously not all of this downward ratchet is bad. The steep decline in tax rates for the poorest families, driven by expanding Earned Income and Child Tax credits, has been a very welcome policy development in recent decades.

2. The strong relationship between the level of gross domestic product (GDP) per capita and the share of the public sector in a nation’s economy is recognized enough to have been named: Wagner’s Law.

3. On the relative smallness of the U.S. fiscal state (both spending and taxation as shares of GDP), see EPI 2025.

4. Bivens and Mishel 2021 note the number of intentional policy changes outside the sphere of taxation that have driven much of the growth in pre-tax inequality.

5. For example, both the Affordable Care Act (ACA) and the Inflation Reduction Act (IRA) paid for the additional spending on public investments and income support programs they called for with new taxes. That said, because Republican-driven tax cuts were passed in the interim, the upshot has been mostly larger budget deficits over time.

6. See Kogan and Vela 2024 for an explanation and estimation of the U.S. fiscal gap in 2024.

7. The rate of return assumption matters a lot for how durable revenue increases from a wealth tax will be over time. A rate of 8.5% is on the high end of many projections for rates of return to wealth in coming decades.

8. Specifically, they note about wealth taxes: “Set the rates medium (2%–3%) and you get revenue for a long time and deconcentration eventually” (Saez and Zucman 2019b). When they estimate the potential revenue of Elizabeth Warren’s 2% wealth tax on estates over $50 million (with an additional tax of 1% on wealth over a billion), they find it raises roughly 1% of GDP per year (Saez and Zucman 2019a).

9. This estimate comes from the Penn Wharton Budget Model 2022.

10. For a description of that surtax and the competing revenue options debated at the time, see Bivens and Gould 2009.

11. This number has been inflated to 2024 dollars.

12. See Gardner et al. 2024 on the effective corporate income tax rate before and after the TCJA.

13. For example, the Distributional Financial Accounts of the Federal Reserve Board (2025) estimate that the wealthiest 1% of households own over 30% of corporate equities, while the wealthiest 10% own just under 90%.

14. See Sarin and Summers 2019 for how much of the tax gap is driven by poor reporting requirements on income flows disproportionately earned by the rich—mostly various forms of noncorporate business income.

15. This range of estimates comes from the Joint Committee on Taxation (JCT) 2023, and Lautz and Hernandez 2024. Part of this variation is about how much extra revenue is allocated to the strict step-up in basis termination versus the extra revenue that is collected through the normal capital gains tax as a result of closing this loophole.

16. The details of this gap can be found in Office of Tax Analysis 2016. The upshot is that some business owners have managed to deny being active managers of their firms and have, hence, avoided being taxed on labor earnings, but they have somehow also managed to deny being passive owners of their firms, hence avoiding the NIIT as well. It is bizarre that this not-active but not-passive category of owner has been allowed to be given legal status, but that does seem to be the state of the law currently, until Congress acts.

17. See Bivens 2016 on how profits held abroad by deferring taxation were not a constraint on any meaningful economic activity.

18. I say “appear” because the ability and even the specific strategies corporations have to make profits clearly earned by sales in the United States appear on paper to have been earned in tax havens are all extremely well documented by now, including in Zucman 2015.

19. See Elzayn et al. 2023 for evidence that the audit patterns of the IRS in the mid-2010s were driven by these considerations.

References

Batchelder, Lily. 2020. Leveling the Playing Field Between Inherited Income and Income from Work Through an Inheritance Tax. The Hamilton Project, The Brookings Institution, January 28, 2020.

Bivens, Josh. 2016. “Freeing Corporate Profits from Their Fair Share of Taxes Is Not the Deal America Needs.” Working Economics Blog (Economic Policy Institute), September 27, 2016.

Bivens, Josh, and Elise Gould. 2009. House Health Care Bill Is Right on the Money: Taxing High Incomes Is Better Than Taxing High Premiums. Economic Policy Institute, December 2009.

Bivens, Josh, and Lawrence Mishel. 2021. Identifying the Policy Levers Generating Wage Suppression and Wage Inequality. Economic Policy Institute, May 2021.

Brun, Lidía, Ignacio González, and Juan Antonio Montecino. 2025. “Corporate Taxation and Market Power Wealth.” Working Paper, Institute for Macroeconomic Policy Analysis (IMPA), February 12, 2025.

Clausing, Kimberly A., and Natasha Sarin. 2023. The Coming Fiscal Cliff: A Blueprint for Tax Reform in 2025. The Hamilton Project, The Brookings Institution, September 2023.

Economic Policy Institute (EPI). 2025. U.S. Tax and Spending Explorer.

Elazyn, Hadi, Evelyn Smith, Thomas Hertz, Arun Ramesh, Robin Fisher, Daniel E. Ho, and Jacob Goldin. 2023. “Measuring and Mitigating Racial Disparities in Tax Audits.” Stanford Institute for Economic Policy Research (SIEPR) Working Paper, January 2023.

Federal Reserve Board. 2025. Distributional Financial Accounts of the United States. Accessed April 2025.

Gardner, Matthew, Michael Ettlinger, Steve Wamhoff, and Spandan Marasini. 2024. Corporate Taxes Before and After the Trump Tax Law. Institute on Taxation and Economic Policy (ITEP), May 2, 2024.

Greenwald, Daniel L., Martin Lettau, and Sydney C. Ludvigson. 2025. “How the Wealth Was Won: Factor Shares as Market Fundamentals.” Journal of Political Economy 133, no. 4 (April): 1083–1132.

Hemel, Daniel, and Robert Lord. 2021. “Closing Gaps in the Estate and Gift Tax Base.” Working Paper, Coase-Sandor Working Paper Series in Law and Economics. University of Chicago Law School, August 13, 2021.

Joint Committee on Taxation (JCT). 2023. Estimates of Federal Tax Expenditures for Fiscal Years 2023–2027. JCX-59-23, December 7, 2023.

Kogan, Bobby, and Jessica Vela. 2024. What Would It Take to Stabilize the Debt-to-GDP Ratio? Center for American Progress, June 5, 2024.

Lautz, Andrew, and Fredrick Hernandez. 2024. Paying the 2025 Tax Bill: Step Up in Basis and Securities-Backed Lines of Credit. Bipartisan Policy Center, December 12, 2024.

Office of Tax Analysis. 2016. Gaps Between the Net Investment Income Tax Base and the Employment Tax Base, April 14, 2016.

Page, Benjamin I., Larry M. Bartels, and Jason Seawright. 2013. “Democracy and the Policy Preferences of Wealthy Americans.” Perspectives on Politics 11, no. 1 (March): 51–73.

Penn Wharton Budget Model. 2022. Decomposing the Decline in Estate Tax Liability Since 2000, University of Pennsylvania, July 28, 2022.

Rau, Eli G., and Susan Stokes. 2024. “Income Inequality and the Erosion of Democracy in the Twenty-First Century.” PNAS 122, no. 1, December 30, 2024.

Saez, Emmanuel, and Gabriel Zucman. 2019a. “Policy Memo on Wealth Taxes,” September 22, 2019.

Saez, Emmanuel, and Gabriel Zucman. 2019b. Progressive Wealth Taxation. Brookings Papers on Economic Activity, Fall 2019.

Sarin, Natasha, and Lawrence H. Summers. 2019. “Shrinking the Tax Gap: Approaches and Revenue Potential.” National Bureau of Economic Research (NBER) Working Paper no. 26475, November 2019.

Tax Policy Center (TPC). 2025. Revenue Estimate of Wealth Tax Proposal from Why Not Initiative.

Treasury Inspector General for Tax Administration (TIGTA). 2025. Snapshot Report: IRS Workforce Reductions as of May 2025. Report Number 2025-IE-R027. July 18, 2025.

Williamson, Vanessa S. 2017. Read My Lips: Why Americans Are Proud to Pay Taxes. Princeton, N.J.: Princeton Univ. Press, March 2017.

Zucman, Gabriel. 2015. The Hidden Wealth of Nations: The Scourge of Tax Havens. Translated by Teresa Lavender Fagan. Foreword by Thomas Piketty. Univ. of Chicago Press.

Federal statistical agencies (FSAs) produce the gold standard economic data that employers, investors, job seekers, workers, and policymakers rely on to assess the health of the U.S. economy. Today, FSAs face historically unprecedented threats to their capacity and even their independence. This raises the specter of a future where FSA data cannot be relied upon to honestly report whether the U.S. economy is experiencing dysfunction.

This dashboard displays a range of data not collected or disseminated by FSAs to shed some light on the economy during the pause in government data collection during the shutdown and—even more importantly—to provide an accountability check against efforts to manipulate FSA data in the future.

This set of “next-best” data sources is clearly inferior to the datasets that have historically been collected and analyzed by the nonpartisan, expert professionals who staff FSAs. Among many other relative weaknesses, these next-best data offer no insights on how the economy is affecting U.S. households differently by race, gender, or ethnicity.

Data Accountability Dashboard

Indeed job postings vs. BLS JOLTS

    

Indeed job postings correlate strongly with total job openings from the Bureau of Labor Statistics’ Job Openings and Labor Turnover Survey (JOLTS). JOLTS job openings tend to fall in recessions and rise in expansionary periods.

The Indeed Hiring Lab, the research arm of job search website Indeed.com, publishes a job postings data index that aggregates a complete count of all job postings on the Indeed website. This includes a measure of new job postings, which only counts job postings the first time they are visible. The data—available starting in February 2020—are collected daily and reported as a seven-day average. For this comparison, we take monthly averages of the seasonally adjusted daily data.

In the figure, we show that Indeed new job postings track closely with job openings from JOLTS. The correlation between these measures between February 2020 and August 2025 is quite high (0.95).

While Indeed data are only available for the last five years, JOLTS data go back to 2000 and show a clear relationship between job openings and business cycles. Job openings tend to fall in recessions and rise in expansionary periods. That relationship is clearest in the 2001 and 2007 recessions and expansions, where a fall in job openings preceded the start of the recession.

In the wake of the government shutdown, the Indeed new job postings can give use some information on the state of new positions needed by employers. Moving forward, a strong and sustained divergence of trends between the Indeed and BLS measures could provide a worrying signal of degraded data quality or integrity in BLS reports.

Data Accountability Dashboard

ADP employment vs. BLS private-sector payrolls

    

Monthly changes in ADP employment levels tend to track changes in private-sector payroll employment from the BLS Current Employment Statistics, and both measures show that private-sector employment growth falls in recessions and rises in expansionary periods.

The ADP National Employment Report is a monthly measure of the private-sector labor market based on aggregated payroll data of more than 26 million U.S. workers. ADP Research, a research arm of the ADP payroll processing firm, releases the report monthly. While the report provides much detail of employment by firm characteristics, the topline number in the report is private-sector employment changes, available since January 2010.

ADP employment changes track closely with the Bureau of Labor Statistics (BLS) measure of private-sector payroll employment in the Current Employment Statistics survey, data that is published every month as part of the Employment Situation Summary, also known as jobs day. In the figure, we compare seasonally adjusted monthly changes in employment for each measure smoothed to three-month moving averages. These smoothed changes are highly correlated (0.76).

While ADP data are only available as of 2010, BLS private-sector employment data goes back to 1938 and shows a clear relationship between the number of jobs and business cycles. Employment falls in recessions and rises in expansionary periods. The close relationship between these measures allows us to track any notable and sustained divergence, which would indicate a concern about the quality of government data.

Data Accountability Dashboard

Revelio vs. BLS employment data

    

Revelio Labs generates monthly U.S. employment estimates by counting social networking profiles on sites like LinkedIn. Total nonfarm employment changes from Revelio generally track BLS-based estimates.

Seasonally adjusted and nonseasonally adjusted estimates from Revelio are released monthly by industry, occupation, and geographic region. National data are available as of 2021. The data are normally published the day before the BLS employment report is released. Historically, Revelio’s monthly change usually falls below the BLS estimate, but over relatively short periods of time, the data series do tend to rise and fall together.

Data Accountability Dashboard

Challenger, Gray & Christmas vs. BLS unemployment rate

    

The Challenger job cut report data are somewhat noisy on a month-to-month basis, but spike noticeably during recessions.

Challenger, Gray & Christmas collects its job cut data by tracking public announcements made by U.S. companies in both the private and public sectors. The job cuts can include cuts in multinational plants (i.e., outside the United States). The report has been published monthly since 1994 and is typically released at the end of every month or the first week of the following month. The figure shows that large increases in announced job cuts occur in recessions (and when the unemployment rate spikes).

Of note, the spike in layoffs in spring 2025 was partially driven by announced layoffs in the federal government.

Data Accountability Dashboard

State-level UI claims vs. BLS unemployment rate

    

Monthly changes in unemployment insurance claims track the unemployment rate and provide a useful indication of recessionary periods.

While the U.S. Department of Labor (DOL) aggregates unemployment insurance (UI) claims data and is the source of the national data, it relies on administrative data processed at the state level that are generally posted on state government websites, potentially allowing a real-time accuracy check if concerns are raised about the accuracy of data released through the DOL portal. During the shutdown, the number of initial and continued claims has been updated weekly on the 539 report, a DOL-compiled dataset based on information submitted by state unemployment insurance offices. Right now, the data are only available on a nonseasonally adjusted basis because of the shutdown. The figure displays continued (or insured) UI claims and the unemployment rate, both as 12-month moving averages to remove some volatility and seasonality.

Continued UI claims closely track the unemployment rate: They spike during recessions and fall during economic recoveries. The close relationship between UI claims and the unemployment rate allows us to track any notable and sustained divergence, which could indicate a concern about the quality of government data. More information on the UI claims data, including initial claims, federal claims, and state-specific data, is updated weekly on EPI’s UI claims page.

Data Accountability Dashboard

Google Trends vs. BLS unemployment measures

    

Google Trends provides real-time data on the relative frequency of search terms for a given keyword, category of keywords, or a topic. With the right search terms, we can construct an index that tracks the overall unemployment rate

Google Trends is a publicly available database maintained by Google that provides Search Volume Indices. Search Volume Indices are a measure from 0–100 of the relative search intensity (number of searches for a given keyword divided by total searches) by geographic location and period. The data are updated in real time and are available from 2004 onward.

Google Trends data can be benchmarked to several different economic indicators. In fact, academics have used Google Trends data to “nowcast” GDP, private consumption, unemployment, recessions, and health outcomes. The figure shows the monthly average of select labor market-related search terms and the unemployment rate. The Google Trends relative search frequency for these terms tracks the unemployment rate and spikes during recessions. The close relationship between these measures allows us to track any notable and sustained divergence. Any prolonged increase in the search frequency of these select search terms could indicate a recessionary period.

Data Accountability Dashboard

Economic policy uncertainty vs. recession indicators

    

The economic policy uncertainty (EPU) index clearly responds to business cycle downturns—spiking sharply during the recessions of the early 1990s, early 2000s, late 2000s, and the COVID-19 pandemic.

The EPU index is calculated by Baker, Bloom, and Davis, and their full methodology can be found here. The index aggregates information from three basic components: search results from 10 large national newspapers measuring the volume of news articles discussing economic policy uncertainty; the number of federal tax code provisions set to expire over the next year; and the degree of disagreement among economic forecasters about future levels of key economic variables.

While the EPU is clearly cyclical, it does rise during some non-recessionary periods, most notably in the early 2000s and from 2011–-2013. The early 2000s increase is almost surely driven by the Iraq War. From 2011–2013, a rolling series of economic crises in the Eurozone, as well as short-term extensions of expiring provisions from the tax cuts passed in the first George W. Bush administration explain the spikes. The very large spike in early 2025 was related to the “Liberation Day” tariff announcements.

Data Accountability Dashboard

University of Michigan consumer sentiment data vs. recession indicators

    

Sharp falls in consumer sentiment are often followed shortly by recessions.

The University of Michigan consumer sentiment index has been calculated since 1960 (and has been calculated monthly since 1978). The index is derived from answers to five survey questions that have categorical answers (that is, their questions provide survey respondents with two to three possible responses to choose from, for example, “Would you say that your (and your family) are better off, or worse off financially than you were a year ago?”).

For each question, the University of Michigan researchers calculate a relative score for answers that subtracts the unfavorable responses from favorable responses. The sum of responses is then compared with a base value from 1966.

The index reached lows in 2022 that were comparable with most recessionary periods, despite a very strong economy. The clear explanation for that was the sharp inflation spike in late 2021 through mid-2022. Early 2025 saw similarly low measures, likely driven by concerns over the potential effects of tariffs.

Because the 1966 base year was a long time ago, it seems fair to ask if there are structural changes that might reliably change the level of consumer sentiment over time. For example, if rising inequality (or anything else) made U.S. households consistently less happy about their relative economic situation over time, they might generally have a lower “baseline” level of favorable sentiment.

To assess this, and to evaluate whether the University of Michigan consumer sentiment index might be useful for assessing the broader health of the economy, the figure below shows changes in the level of consumer sentiment and changes in inflation-adjusted personal consumption expenditures (the broadest level of household spending). The theory is that consumers’ sentiment about the economy should correlate positively with their actual spending patterns. The pattern is clear: Changes in consumer sentiment do indeed coincide tightly with changes in consumer spending.

Data Accountability Dashboard

Data Accountability Dashboard

Chicago FED's flow consistent unemployment rate (FCR) vs. BLS unemployment

    

The Chicago Federal Reserve flow-consistent unemployment rate (FCR) combines several sources of labor market data to predict monthly unemployment rates. The Chicago Fed FCR closely predicts the official unemployment rate published by the Bureau of Labor Statistics (BLS).

Twice a month, the Chicago Federal Reserve publishes the Real-Time Unemployment Rate Forecast, which predicts the BLS unemployment rate in advance of its official release. The key ingredient in this prediction is the Chicago Fed’s flow-consistent unemployment rate, which is in turn a prediction of Current Population Survey job finding and separation rates using real-time data like UI claims; Google Trends index for unemployment; Bloomberg consensus unemployment rate forecasts; Indeed and Lightcast job openings; ADP employment levels; weekly Morning Consult unemployment and job search activity; Conference Board labor market differentials; and JOLTS layoffs, discharges, and hiring rates. As a result, the Chicago Fed labor market indicators are partially based on U.S. government data, but they can be extended even in the absence of government data releases.