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. Author manuscript; available in PMC: 2020 Aug 14.
Published in final edited form as: Health Econ. 2019 Jun 4;28(8):955–970. doi: 10.1002/hec.3885

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.