Estimates from Cox Proportional Hazard Models of Quits, Dismissals, and Promotions
Quits | Dismissals | Promotions | ||||
---|---|---|---|---|---|---|
(1a) | (1b) | (2a) | (2b) | (3a) | (3b) | |
Employee is Black | 1.063** (0.012) | 1.002 (0.029) | 2.290** (0.061) | 2.421** (0.166) | 0.481** (0.040) | 0.375** (0.076) |
Employee is Hispanic | 0.981 (0.013) | 0.933* (0.028) | 1.431** (0.048) | 1.511** (0.107) | 0.732** (0.064) | 0.587** (0.114) |
Employee is Asian | 0.841** (0.014) | 0.797** (0.024) | 1.072 (0.047) | 1.127 (0.085) | 0.621** (0.076) | 0.650 (0.403) |
Current manager is Black | 1.043 (0.029) | 1.000 (0.037) | 1.006 (0.070) | 1.128 (0.099) | 1.402** (0.174) | 1.073 (0.215) |
Current manager is Hispanic | 1.016 (0.029) | 0.997 (0.035) | 1.151‡ (0.084) | 1.223* (0.100) | 1.055 (0.141) | 0.843 (0.182) |
Current manager is Asian | 0.997 (0.038) | 0.968 (0.042) | 1.136 (0.104) | 1.194‡ (0.120) | 1.121 (0.328) | 0.933 (0.347) |
White employee*White manager | 0.936* (0.027) | 1.047 (0.074) | 0.801 (0.154) | |||
Black employee* Black manager | 1.024 (0.043) | 0.812* (0.074) | 1.791* (0.503) | |||
Hispanic employee* Hispanic manager | 0.937 (0.042) | 0.844‡ (0.086) | 1.408 (0.404) | |||
Asian employee* Asian manager | 0.939 (0.072) | 0.820 (0.140) | 0.990 (0.615) |
Note: Hazard ratios from Cox proportional hazard models, stratified by store. Model of promotions also is stratified by 12 age categories. Additional controls are: dummy variables indicating employee gender, manager gender, an employee part-time status, employee age and age squared (at time of hire), manager age, and a dummy variable indicating whether the manager is new (that is, not the manager who hired the employee). Robust standard errors in parentheses, adjusted for clustering on employee.
↵‡ Significant at 10 percent;
↵* significant at 5 percent;
↵** significant at 1 percent (based on test that the hazard ratio differs from one). Tests of equality and joint significance on the own-race interaction coefficients indicate the following: Quits: The White, Hispanic, Asian interaction coefficients do not differ significantly (p > 0.99); they are jointly significant (p < 0.01); and their mean differs significantly from the Black interaction co-efficient (p = 0.07). Dismissals: The Black, Hispanic, and Asian interaction coefficients do not differ significantly (p = 0.96); they are jointly significant (p = 0.035); and their mean differs significantly from the White interaction coefficient (p = 0.05). Promotions: The Black and Hispanic interaction coefficients do not differ significantly (p = 0.50); they are jointly significant (p = 0.08); and their mean differs significantly from the White interaction coefficient (p = 0.06).