Appendix Table 6

Characteristics of white U.S. workers who would be affected by increasing the federal minimum wage to $15 per hour by July 2024

Group Total estimated workforce Directly affected Share directly affected Indirectly affected Share indirectly affected Total affected Share of group who are affected Group’s share of total affected
White workers 83,502,000 11,508,000 13.8% 10,657,000 12.8% 22,165,000 26.5% 100.0%
Gender
Female 40,356,000 6,563,000 16.3% 6,145,000 15.2% 12,708,000 31.5% 57.3%
Male 43,146,000 4,945,000 11.5% 4,512,000 10.5% 9,456,000 21.9% 42.7%
Age
20 + 80,567,000 9,690,000 12.0% 9,992,000 12.4% 19,682,000 24.4% 88.8%
Under 20 2,935,000 1,818,000 61.9% 664,000 22.6% 2,483,000 84.6% 11.2%
16 to 24 10,543,000 4,383,000 41.6% 2,643,000 25.1% 7,026,000 66.6% 31.7%
25 to 39 26,315,000 2,834,000 10.8% 3,466,000 13.2% 6,300,000 23.9% 28.4%
40 to 54 26,278,000 2,050,000 7.8% 2,404,000 9.1% 4,454,000 16.9% 20.1%
55+ 20,366,000 2,241,000 11.0% 2,143,000 10.5% 4,384,000 21.5% 19.8%
Family status
Married parent 21,415,000 1,560,000 7.3% 1,863,000 8.7% 3,422,000 16.0% 15.4%
Single parent 4,558,000 816,000 17.9% 855,000 18.7% 1,671,000 36.7% 7.5%
Married, no children 25,926,000 2,445,000 9.4% 2,584,000 10.0% 5,029,000 19.4% 22.7%
Unmarried, no children 31,603,000 6,687,000 21.2% 5,355,000 16.9% 12,042,000 38.1% 54.3%
Family income
Less than $10,000 1,830,000 618,000 33.8% 361,000 19.7% 979,000 53.5% 4.4%
$10,000 – $14,999 1,707,000 581,000 34.0% 362,000 21.2% 943,000 55.2% 4.3%
$15,000 – $24,999 3,959,000 1,260,000 31.8% 1,009,000 25.5% 2,269,000 57.3% 10.2%
$25,000 – $34,999 6,163,000 1,365,000 22.1% 1,450,000 23.5% 2,815,000 45.7% 12.7%
$35,000 – $49,999 9,569,000 1,618,000 16.9% 1,620,000 16.9% 3,238,000 33.8% 14.6%
$50,000 – $74,999 17,158,000 2,295,000 13.4% 2,370,000 13.8% 4,666,000 27.2% 21.0%
$75,000 – $99,999 13,538,000 1,429,000 10.6% 1,402,000 10.4% 2,831,000 20.9% 12.8%
$100,000 – $149,999 16,123,000 1,407,000 8.7% 1,283,000 8.0% 2,691,000 16.7% 12.1%
$150,000 or more 13,456,000 934,000 6.9% 800,000 5.9% 1,734,000 12.9% 7.8%
Industry
Construction 4,569,000 343,000 7.5% 384,000 8.4% 727,000 15.9% 3.3%
Manufacturing 9,461,000 776,000 8.2% 941,000 9.9% 1,717,000 18.1% 7.7%
Retail trade 9,408,000 2,852,000 30.3% 1,664,000 17.7% 4,516,000 48.0% 20.4%
Agriculture, forestry, fishing 700,000 159,000 22.7% 131,000 18.7% 290,000 41.4% 1.3%
Wholesale trade 2,121,000 179,000 8.4% 190,000 8.9% 369,000 17.4% 1.7%
Transportation and utilities 4,161,000 352,000 8.5% 442,000 10.6% 794,000 19.1% 3.6%
Information 1,735,000 153,000 8.8% 123,000 7.1% 276,000 15.9% 1.2%
Financial activities 6,114,000 417,000 6.8% 521,000 8.5% 938,000 15.3% 4.2%
Administrative and waste management services 2,651,000 498,000 18.8% 422,000 15.9% 920,000 34.7% 4.2%
Professional, science, management consulting 6,254,000 294,000 4.7% 304,000 4.9% 599,000 9.6% 2.7%
Education 9,369,000 956,000 10.2% 802,000 8.6% 1,758,000 18.8% 7.9%
Health care 9,955,000 1,061,000 10.7% 1,187,000 11.9% 2,248,000 22.6% 10.1%
Social assistance 1,624,000 421,000 25.9% 248,000 15.3% 669,000 41.2% 3.0%
Arts, entertainment, recreation, accommodation 2,392,000 629,000 26.3% 479,000 20.0% 1,107,000 46.3% 5.0%
Food and drink service 4,583,000 1,533,000 33.5% 1,756,000 38.3% 3,289,000 71.8% 14.8%
Public administration 4,291,000 254,000 5.9% 330,000 7.7% 584,000 13.6% 2.6%
Mining 542,000 26,000 4.9% 26,000 4.8% 52,000 9.7% 0.2%
Other industries 3,573,000 605,000 16.9% 707,000 19.8% 1,312,000 36.7% 5.9%
Occupation
Management 14,348,000 447,000 3.1% 599,000 4.2% 1,046,000 7.3% 4.7%
Professional 21,677,000 1,273,000 5.9% 1,234,000 5.7% 2,507,000 11.6% 11.3%
Service 12,167,000 3,640,000 29.9% 3,716,000 30.5% 7,356,000 60.5% 33.2%
Sales 8,658,000 2,256,000 26.1% 1,247,000 14.4% 3,503,000 40.5% 15.8%
Office and admin. support 10,779,000 1,696,000 15.7% 1,743,000 16.2% 3,440,000 31.9% 15.5%
Farming, forestry, and fisheries 433,000 131,000 30.2% 89,000 20.5% 219,000 50.7% 1.0%
Construction and extraction 3,436,000 252,000 7.3% 302,000 8.8% 554,000 16.1% 2.5%
Installation, maintenance, and repair 2,919,000 226,000 7.7% 248,000 8.5% 473,000 16.2% 2.1%
Transportation 4,610,000 967,000 21.0% 790,000 17.1% 1,757,000 38.1% 7.9%
Other occupations 4,475,000 619,000 13.8% 690,000 15.4% 1,310,000 29.3% 5.9%
Work hours
Part time (< 20 hours) 5,051,000 2,104,000 41.7% 1,037,000 20.5% 3,141,000 62.2% 14.2%
Mid time (20–34 hours) 11,020,000 3,765,000 34.2% 2,365,000 21.5% 6,130,000 55.6% 27.7%
Full time (35+ hours) 67,431,000 5,638,000 8.4% 7,255,000 10.8% 12,894,000 19.1% 58.2%
Education
Less than high school 4,004,000 1,853,000 46.3% 840,000 21.0% 2,693,000 67.3% 12.2%
High school 20,718,000 3,960,000 19.1% 3,785,000 18.3% 7,745,000 37.4% 34.9%
Some college, no degree 15,121,000 3,001,000 19.8% 2,682,000 17.7% 5,683,000 37.6% 25.6%
Associate degree 9,695,000 1,150,000 11.9% 1,387,000 14.3% 2,537,000 26.2% 11.4%
Bachelor’s degree or higher 33,963,000 1,543,000 4.5% 1,963,000 5.8% 3,506,000 10.3% 15.8%
Sector
For profit 63,342,000 9,670,000 15.3% 8,810,000 13.9% 18,480,000 29.2% 83.4%
Government 13,422,000 1,116,000 8.3% 1,114,000 8.3% 2,230,000 16.6% 10.1%
Nonprofit 6,738,000 721,000 10.7% 732,000 10.9% 1,454,000 21.6% 6.6%

Notes: Values reflect the result of the proposed change in the federal minimum wage. Wage changes resulting from scheduled state minimum wage laws are accounted for in the simulation. Totals may not sum due to rounding. Shares calculated from unrounded values. The total workforce is estimated from the CPS respondents who were white, non-Hispanic, 16 years old or older, employed, but not self-employed, and for whom a valid hourly wage is either reported or can be determined from weekly earnings and usual weekly hours. Directly affected workers will see their wages rise as the new minimum wage rate will exceed their current hourly pay. Indirectly affected workers have a wage rate just above the new minimum wage (between the new minimum wage and 115 percent of the new minimum). They will receive a raise as employer pay scales are adjusted upward to reflect the new minimum wage. Wage increase totals are cumulative of all preceding steps.

Source: EPI analysis of Current Population Survey Outgoing Rotation Group microdata, 2016; dollar values adjusted by projections for CPI-U in CBO (2017)

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