Table 2.
Linear regression of PM 2.5 on K6 Psychological Distress
|
Dependent variable: Psychological Distress - Continuous (0 – 24)
|
||||
|---|---|---|---|---|
| Bivariate (1) |
Demographics (2) |
Health Behaviors/Diagnoses (3) |
Neighborhood Poverty (4) |
|
| PM 2.5 (5ug/m3) | 0.457*** (0.351, 0.564) |
0.180*** (0.073, 0.288) |
0.192*** (0.087, 0.298) |
0.185*** (0.079, 0.290) |
| Age | 0.019 (−0.005, 0.043) |
−0.015 (−0.039, 0.009) |
−0.015 (−0.038, 0.009) |
|
| Age Squared | −0.0004*** (−0.001, −0.0002) |
0.0002* (−0.0005, 0.00004) |
0.0002* (−0.0005, 0.00004) |
|
| Coupled | −0.451*** (−0.613, −0.289) |
−0.356*** (−0.517, −0.196) |
−0.356*** (−0.517, −0.196) |
|
| Years of Education | −0.171*** (−0.201, −0.140) |
−0.125*** (−0.156, −0.094) |
−0.124*** (−0.155, −0.093) |
|
| Homeowner | −0.518*** (−0.675, −0.361) |
−0.376*** (−0.530, −0.222) |
−0.365*** (−0.521, −0.210) |
|
| Black | −0.216** (−0.383, −0.049) |
−0.287*** (−0.456, −0.118) |
−0.325*** (−0.508, −0.143) |
|
| Latino/a | −0.571*** (−0.926, −0.216) |
−0.447** (−0.796, −0.099) |
−0.471*** (−0.821, −0.121) |
|
| Female | 0.355*** (0.230, 0.481) |
0.415*** (0.287, 0.543) |
0.410*** (0.282, 0.538) |
|
| Employed | −1.685*** (−1.875, −1.495) |
−1.435*** (−1.638, −1.268) |
−1.448*** (−1.632, −1.263) |
|
| Student | −0.563* (−1.174, 0.047) |
−0.448 (−1.051, −0.155) |
−0.449 (−1.051, 0.153) |
|
| Retired | −1.010*** (−1.315, −0.706) |
−1.056*** (−1.353, −0.758) |
−1.051*** (−1.348, −0.753) |
|
| Family Size | −0.013 (−0.065, 0.039) |
−0.012 (−0.063, 0.040) |
−0.013 (−0.064, 0.038) |
|
| Family income ($1,000s) | −0.002*** (−0.003, −0.001) |
−0.002*** (−0.003, −0.001) |
−0.002*** (−0.002, −0.001) |
|
| Active (Moderate) | −0.207*** (−0.355, −0.060) |
−0.207*** (−0.355, −0.060) |
||
| Active (High) | −0.161** (−0.319, −0.004) |
−0.163** (−0.320, −0.005) |
||
| Quit Smoking | 0.181** (0.040, 0.321) |
0.180** (0.039, 0.320) |
||
| Smoker | 0.914*** (0.745, 1.083) |
0.909*** (0.740, 1.078) |
||
| Drinker (Low) | 0.111 (−0.040, 0.262) |
0.119 (−0.033, 0.271) |
||
| Drinker (Moderate) | 0.070 (−0.090, 0.229) |
0.075 (−0.085, 0.234) |
||
| Drinker (High) | 0.367** (0.032, 0.703) |
0.367** (0.032, 0.702) |
||
| BMI | 0.020*** (0.009, 0.031) |
0.020*** (0.009, 0.031) |
||
| Asthma | 0.535*** (0.329, 0.740) |
0.535*** (0.329, 0.740) |
||
| Heart Attack | 0.300 (−0.107, 0.707) |
0.296 (−0.111, 0.703) |
||
| Heart Disease | 0.748*** (0.467, 1.029) |
0.749*** (0.468, 1.029) |
||
| Hypertension | 0.573*** (0.417, 0.730) |
0.570*** (0.414, 0.726) |
||
| Lung Disease | 0.769*** (0.509, 1.029) |
0.768*** (0.508, 1.028) |
||
| Diabetes | 0.619*** (0.378, 0.859) |
0.617*** (0.377, 0.858) |
||
| Neighborhood Poverty Rate | 2.512*** (2.270, 2.755) |
0.402 (−0.204, 1.009) |
||
| Constant | 7.268*** (6.567, 7.970) |
6.045*** (5.293, 6.797) |
5.980*** (5.221, 6.739) |
|
|
| ||||
| Observations | 17,974 | 17,974 | 17,974 | 17,974 |
| R2 | 0.004 | 0.081 | 0.113 | 0.113 |
| Adjusted R2 | 0.004 | 0.08 | 0.112 | 0.112 |
| Residual Std. Error | 4.119 | 3.958 | 3.89 | 3.89 |
| F Statistic | 76.042*** | 113.037*** | 81.565*** | 78.824*** |
Note:
p<0.1;
p<0.05;
p<0.01