Logistic regression analysis of odds of being employed among American Indians and whites, with interactions, ages 25–54, 2009–2011
Odds ratios | Statistical significance | |
---|---|---|
Basic demographics | ||
American Indiana | 0.422 | *** |
Latino | 1.101 | *** |
Male | 2.269 | *** |
Age | 1.073 | *** |
Age squared | 0.999 | *** |
Personal characteristics | ||
Marriedb | 1.121 | *** |
Never marriedb | 0.780 | *** |
Number of children | 0.879 | *** |
Veteran | 1.103 | *** |
Has a disability | 0.177 | *** |
Human capital | ||
Speaks only English at home | 1.051 | *** |
GEDc | 1.497 | *** |
High school diplomac | 2.426 | *** |
Some collegec | 2.925 | *** |
Associate degreec | 4.152 | *** |
Bachelor’s degreec | 4.369 | *** |
Advanced degreec | 7.066 | *** |
Urbanicity and reservation status | ||
Central cityd | 0.965 | *** |
Suburband | 1.013 | ** |
Lives on or close to a reservation | 0.988 | * |
State of residence (reference: states without tribal lands) | ||
Alabama | 0.904 | *** |
Alaska | 1.063 | |
Arizona | 0.882 | *** |
California | 0.759 | *** |
Colorado | 1.018 | |
Connecticut | 1.058 | ** |
Florida | 0.881 | *** |
Idaho | 0.947 | * |
Illinoise | 1.007 | |
Iowa | 1.591 | *** |
Kansas | 1.295 | *** |
Louisiana | 1.030 | * |
Maine | 1.037 | |
Massachusetts | 1.021 | |
Michigan | 0.838 | *** |
Minnesota | 1.418 | *** |
Mississippi | 0.943 | ** |
Montana | 1.179 | *** |
Nebraska | 1.638 | *** |
Nevada | 0.856 | *** |
New Mexico | 0.900 | *** |
New York | 0.987 | |
North Carolina | 0.914 | *** |
North Dakota | 1.895 | *** |
Oklahoma | 1.069 | *** |
Oregon | 0.813 | *** |
Rhode Island | 1.126 | *** |
South Carolina | 0.907 | *** |
South Dakota | 2.018 | *** |
Texas | 1.036 | *** |
Utah | 0.852 | *** |
Washington | 0.871 | *** |
Wisconsin | 1.377 | *** |
Wyoming | 1.333 | *** |
Interactions |
||
Basic demographics x American Indian | ||
Latino | 1.159 | *** |
Male | 0.654 | *** |
Age | 1.020 | |
Age squared | 1.000 | |
Personal characteristics x American Indian | ||
Marriedb | 1.062 | * |
Never marriedb | 1.000 | |
Number of children | 1.129 | *** |
Veteran | 1.089 | * |
Has a disability | 1.263 | *** |
Human capital x American Indian | ||
Speaks only English at home | 1.089 | ** |
GEDc | 0.992 | |
High school diplomac | 0.859 | *** |
Some collegec | 0.952 | |
Associate degreec | 0.888 | ** |
Bachelor’s degreec | 1.207 | *** |
Advanced degreec | 1.096 | |
Urbanicity x American Indian and reservation status x American Indian | ||
Central cityd | 1.071 | |
Suburband | 1.124 | *** |
Lives on or close to a reservation | 0.937 | * |
State of residence x American Indian (reference: states without tribal lands) | ||
Alabama | 1.186 | |
Alaska | 0.879 | |
Arizona | 0.809 | *** |
California | 0.988 | |
Colorado | 0.965 | |
Connecticut | 0.994 | |
Florida | 1.050 | |
Idaho | 1.052 | |
Illinoise | 0.947 | |
Iowa | 0.627 | ** |
Kansas | 0.863 | |
Louisiana | 1.215 | |
Maine | 0.985 | |
Massachusetts | 0.864 | |
Michigan | 1.065 | |
Minnesota | 0.705 | *** |
Mississippi | 1.590 | ** |
Montana | 0.752 | ** |
Nebraska | 0.763 | |
Nevada | 1.071 | |
New Mexico | 1.048 | |
New York | 0.934 | |
North Carolina | 1.055 | |
North Dakota | 0.459 | *** |
Oklahoma | 1.168 | ** |
Oregon | 1.251 | ** |
Rhode Island | 1.082 | |
South Carolina | 1.147 | |
South Dakota | 0.375 | *** |
Texas | 1.100 | |
Utah | 0.801 | * |
Washington | 1.035 | |
Wisconsin | 0.782 | ** |
Wyoming | 0.941 | |
Log pseudolikelihood = -1127592.1 Pseudo R2 = 0.1247 | ||
Number of obs = 2,459,829 |
* p<.05; ** p<.01; *** p<.001; robust standard errors
a Includes multiracial individuals. The reference category is white.
b The reference category is separated, divorced, or widowed.
c The reference category is less than a high school diploma.
d The reference category is central city status unknown, not in a metropolitan area, and metropolitan status not identifiable.
e Illinois does not have tribal lands; however, because many American Indians were relocated to Chicago in the mid-20th century, we include it in this analysis.
Note: These data include American Indian multiracials and Hispanics of both races, but exclude the foreign born.
Source: Author's analysis of American Community Survey data from Ruggles et al. (2013)
This chart appears in:
Previous chart: « Logistic regression analysis of odds of being employed among American Indians and whites, ages 25–54, 2009–2011
Next chart: Number of jobs needed to make the American Indian rate equal the white rate among the 25- to 54-year-old population, 2009–2011 »