Variables | Pooled OLS | Fixed effects | Random effects | |||
---|---|---|---|---|---|---|
Coefficient | P value | Coefficient | P value | Coefficient | P value | |
Community | 0.0594373 | 0.625 | − 0.0772663 | 0.428 | − 0.0293367 | 0.711 |
Diverse | − 0.4039215 | 0.013 | − 0.4967378 | 0.044 | − 0.3545431 | 0.044* |
Environment | − 0.5042016 | 0.005 | − 0.0879446 | 0.584 | − 0.1405709 | 0.321 |
Work | 0.4358209 | 0.007 | 0.1663909 | 0.284 | 0.2344171 | 0.065 |
Constant | 0.2204 | 0.3501 | 0.2162 | |||
R-squared | 0.3540 | 0.0026 | 0.2568 | |||
P value (F) | 0.0230 | 0.1425 | 0.0944 | |||
F-test | ||||||
Chi-square | 19.46 | |||||
P value | 0.0000 | |||||
Lagrange multiplier test | ||||||
Chi-square | 26.39 | |||||
P value | 0.0000 | |||||
Hausman test | ||||||
Chi-square | 1.12 | |||||
P value | 0.8919 |