Table 5. Robustness model: Effect of air pollution on mental health, mediated by cognitive and non-cognitive ability using logistic/probit model, 2014†.
Logistic Model | Probit Model | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
IV_Mandarin usage | Depression | Cognitive ability | IV_Mandarin usage | Depression | IV_Mandarin usage | Depression | Cognitive ability | IV_Mandarin usage | Depression | |
PM2.5 | 0.015** (0.006) |
-0.014*** (0.004) |
-0.106 (0.084) |
0.014** (0.006) |
0.015** (0.006) |
-0.014*** (0.004) |
-0.042 (0.030) |
0.014** (0.006) |
||
Cognitive ability | -0.063*** (0.011) |
-0.063*** (0.011) |
||||||||
IV_Mandarin usage | -0.016 (0.021) |
-0.016 (0.021) |
||||||||
Non-cognitive ability | 1.131*** (0.032) |
0.637*** (0.018) |
||||||||
Covariates | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
County/District Fixed Effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 15944 | 18229 | 18229 | 15944 | 18229 | 15944 | 18229 | 18229 | 15944 | 18229 |
Adjusted R2 | 0.101 | 0.574 | 0.103 | 0.101 | 0.574 | 0.103 | ||||
Pseudo R2 | 0.491 | 0.423 | 0.490 | 0.423 |