Effect of Relative Deprivation on Frequency of Alcohol Use
| Explanatory Variables | Drinking Frequency | Frequency Drinking to Intoxication | ||
|---|---|---|---|---|
| Males 1 | Females 2 | Males 3 | Females 4 | |
| Head of household’s educationa | 0.021 (1.551) | −0.992 (1.163) | −2.077 (1.678) | −0.213 (0.959) |
| Head of household’s education squaredb | 0.028 (0.041) | 0.031 (0.030) | 0.088** (0.044) | 0.011 (0.026) |
| Relative deprivationc | 3.327*** (0.998) | 0.311 (0.741) | 2.297** (0.999) | 0.708 (0.609) |
| Age | 5.928*** (0.686) | 3.261*** (0.532) | 4 594*** (0.664) | 2.298*** (0.444) |
| Black | −3.765* (2.013) | −1.982* (1.047) | −2.306 (1.767) | −1.793** (0.877) |
| Asian | −0.251 (2.234) | −4 239*** (1.612) | 3.308 (2.098) | −2.379** (1.198) |
| Native American | 13.563*** (2.160) | 4 641*** (1.045) | 10.512*** (2.202) | 1 979** (0.863) |
| Other race | 4.092** (1.852) | 2.523** (1.137) | 3.998** (1.709) | 1.507* (0.814) |
| Hispanic ethnicity | 5 469*** (1.731) | 3.851*** (1.012) | 4 944*** (1.576) | 2.716*** (0.848) |
| U.S.-born | 0.477 (1.511) | 4.052*** (1.055) | 1.759 (1.377) | 2.653*** (0.832) |
| Interviewed in spring | −34.312*** (9.389) | 8.380 (7.991) | −19.850** (9.755) | 4.224 (6.509) |
| Interviewed in winter | 27.376*** (5.445) | 17 277*** (5.333) | 27.321*** (5.703) | 13.334*** (4.579) |
| Grade-level percent male | 0.097 (13.891) | 2.239 (8.801) | −3.644 (11.391) | −3.968 (6.831) |
| Grade-level age | 1.078 (0.954) | 0.626 (0.639) | 0.463 (0.872) | −0.175 (0.508) |
| Grade-level percent Black | −69.298*** (19.803) | −50.554*** (10.565) | −52.642*** (17.697) | −50.469*** (10.282) |
| Grade-level percent Asian | 36.338 (27.397) | −13.704 (16.888) | 32.044 (24.001) | −2.889 (12.854) |
| Grade-level percent Native American | 36.258 (31.676) | 55.905*** (20.195) | 41.423 (26.589) | 37.235** (17.461) |
| Grade-level percent other race | −60.460** (30.686) | −18.970 (18.107) | −42.018 (32.247) | −11.522 (14.394) |
| Grade-level percent Hispanic | 30.824 (21.733) | −10.156 (16.247) | 21.151 (20.706) | −17.507 (13.052) |
| Grade-level percent U.S.-born | 21.119 (22.187) | 11.022 (12.749) | 15.018 (20.348) | 3.931 (10.625) |
| Number of students in grade | 0.020 (0.014) | 0.037*** (0.008) | 0.010 (0.012) | 0.023*** (0.007) |
| Household size | −0.743** (0.365) | −0.979*** (0.246) | −0.432 (0.337) | −0.353* (0.198) |
| Single-father household | 6.508*** (1.917) | 5.263*** (1.455) | 7.673*** (1.995) | 4.284*** (1.092) |
| Single-mother household | 5172*** (1.160) | 3.838*** (0.649) | 5.961*** (1.215) | 2.778*** (0.535) |
| N | 31,635 | 33,963 | 31,635 | 33,963 |
| Joint significance a, b: Prob > χ2 | 0.005 | 0.438 | 0.000 | 0.543 |
| Joint significance a, b, c: Prob > χ2 | 0.000 | 0.000 | 0.000 | 0.000 |
Note: The marginal effects from the negative binomial regression are reported with standard errors in parentheses. Each model includes a constant and school fixed effects. All schooling and grade levels are expressed in years.
↵* Significant at 10 percent.
↵** Significant at 5 percent.
↵*** Significant at 1 percent.