TABLE 5.
Linear regression estimates for mental health and well‐being outcomes for graduate school aspirants
| (1) | (2) | (3) | (4) | |
|---|---|---|---|---|
| Mental health score | Life satisfaction score | |||
| Male | Female | Male | Female | |
| Personal resilience | ||||
| No worry for self | −0.356 | −0.652*** | −0.189 | 0.454*** |
| (0.430) | (0.183) | (0.435) | (0.170) | |
| Family health risk | 1.979*** | 0.612*** | −0.572 | −0.090 |
| (0.460) | (0.206) | (0.401) | (0.187) | |
| Food insecure | 0.318 | 0.567** | −1.004 | −0.743*** |
| (0.519) | (0.243) | (0.554) | (0.223) | |
| Housing insecure | −1.314*** | 1.035*** | 0.097 | −1.376*** |
| (0.650) | (0.352) | (0.673) | (0.281) | |
| Environmental resilience | ||||
| Felt connected | −1.530*** | −1.485*** | 0.061 | 0.674*** |
| (0.485) | (0.205) | (0.379) | (0.173) | |
| Experienced discrimination | 0.621** | 0.209* | −0.728*** | −0.271** |
| (0.278) | (0.121) | (0.244) | (0.118) | |
| Online learning experience | −1.112** | −0.980*** | 0.801** | 0.497** |
| (0.502) | (0.191) | (0.395) | (0.169) | |
| Liberal leaning | 0.178 | 1.869*** | −2.789*** | −0.802* |
| (1.022) | (0.466) | (1.005) | (0.412) | |
| Demographic characteristics | ||||
| Race—white | 1.441 | −0.937 | −1.451 | 1.685** |
| (1.708) | (0.806) | (1.646) | (0.726) | |
| Race—black | 0.861 | −3.387** | −2.470 | 1.428 |
| (2.648) | (1.410) | (4.261) | (1.251) | |
| Race—Asian | −1.359 | −1.635* | −2.448 | 1.516* |
| (1.786) | (0.903) | (1.963) | (0.780) | |
| Race—American Indian | 2.086 | 1.787 | 3.374* | 1.640* |
| (2.395) | (1.400) | (1.828) | (1.027) | |
| Age | 0.218 | 0.023 | 0.047 | 0.079 |
| (0.178) | (0.094) | (0.117) | (0.090) | |
| Hispanic | −0.894 | −0.448 | −1.911 | 1.281** |
| (1.634) | (0.6760 | (1.674) | (0.600) | |
| Living with small children | −0.767 | −0.085 | −1.274 | −0.583 |
| (1.943) | (0.073) | (1.219) | (0.891) | |
| Parental household income | 0.176 | −0.085 | 0.160 | 0.167** |
| (0.158) | (0.073) | (0.150) | (0.068) | |
| Marital status—single | −0.078 | −0.306 | −1.131 | 1.367 |
| (1.355) | (0.745) | (0.973) | (0.880) | |
| International student | 0.047 | −0.975 | −1.924 | −3.661*** |
| (1.792) | (1.026) | (1.893) | (0.945) | |
| Constant | −2.075 | 9.627** | 3.719 | 3.866 |
| (7.668) | (3.925) | (6.651) | (3.935) | |
| n | 127 | 642 | 129 | 645 |
| R 2 | 0.514 | 0.374 | 0.26 | 0.45 |
| F‐stat | 6.09 | 17.97 | 13.50 | 4.08 |
Note: Standard errors are reported in parentheses and are corrected for heteroskedasticity. The coefficients reported are from an ordered probit regression estimation. We control for university fixed level in the estimation.
p < 0.01,
p < 0.05,
p < 0.1.