Table 4.
Outcomes Based on Strengths & Difficulties Questionnaire Scale - Heterogeneous Effects by Sex and Age
Panel A. State Unemployment Rates | ||||||||
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
OLS: Mental Health Severity (0–10) | Probit: Likely Psychological Problem (0/1) | |||||||
Males | Females | Age 4–11 | Age 12–17 | Males | Females | Age 4–11 | Age 12–17 | |
Marginal Effect | 0.032* | 0.021 | 0.029* | 0.026 | 0.0013 | 0.0045** | 0.0025** | 0.0042* |
(SE) | (0.018) | (0.017) | (0.017) | (0.018) | (0.0021) | (0.0018) | (0.0011) | (0.0021) |
Mean, Dep. Var. | 1.83 | 1.60 | 1.62 | 1.84 | 0.046 | 0.036 | 0.035 | 0.049 |
Relative Effect of 1.51 P.P. Fall in Unemployment Rate | −2.6% | −2.0% | −2.7% | −2.1% | −4.3% | −18.9% | −10.8% | −12.9% |
Panel B. State Housing Price Index | ||||||||
OLS: Mental Health Severity (0–10) | Probit: Likely Psychological Problem (0/1) | |||||||
Males | Females | Age 4–11 | Age 12–17 | Males | Females | Age 4–11 | Age 12–17 | |
Marginal Effect | −0.173** | −0.183** | −0.093 | −0.302*** | −0.011 | −0.018** | −0.004 | −0.029*** |
(SE) | (0.074) | (0.084) | (0.080) | (0.086) | (0.010) | (0.008) | (0.006) | (0.010) |
Mean, Dep. Var. | 1.83 | 1.60 | 1.62 | 1.84 | 0.046 | 0.036 | 0.035 | 0.049 |
Relative Effect of 0.19 Point Rise in Housing Price Index | −1.8% | −2.2% | −1.1% | −3.1% | −4.5% | −9.5% | −2.2% | −11.2% |
Sample size | 48,571 | 45,658 | 51,372 | 42,857 | 48,571 | 45,552 | 51,372 | 42,761 |
Note: Robust standard errors clustered on the state. A fall in unemployment rate of 1.51 percentage points and a rise in HPI of 0.19 represent one standard deviation improvements in economic conditions. Covariates are described in Table 2.
p-value <.10
p-value<.05
p-value<.01.