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Table 7

Robustness test for changing the policy initiation time and replacement space weighting matrices

Variable (1)PSM-DID (2)Dynamic time window test (3) W1 (4) W2
did2012 0.159*** (0.039)
did 0.416*** (0.085) 0.249*** (0.040) 0.136*** (0.038)
Wdid2012 0.304*** (0.057)
Wdid 1.781*** (0.336) 0.497*** (0.070)
ρ 0.196*** (0.054) -0.435** (0.209) 0.016 (0.072)
Sigma2_e 0.015*** (0.001) 0.016*** (0.001) 0.015*** (0.001)
Control Yes Yes Yes Yes
Year-fixed Yes Yes Yes Yes
Province-fixed Yes Yes Yes Yes
N 390 390 390 390
R2 0.706 0.428 0.029 0.215

Note:   ***, ** and * indicate passing the test of significance at the 1%, 5% and 10% levels, respectively. Values in parentheses are standard errors. Sigma2_e represents the variance estimate of the random perturbation term of the model which can evaluate the goodness of fit of the model.

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