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Table 5 Estimated results based on PSM regression

From: The effect of informal social support on the health of Chinese older adults: a cross-sectional study

Matching algorisms

Multiple FE

Treated

Controls

ATT

SE

T-statistic

Nearest neighbor

NO

0.794

0.769

0.026***

0.009

3.02

YES

0.794

0.761

0.033***

0.010

3.37

Radius

NO

0.794

0.769

0.025***

0.008

3.23

YES

0.794

0.763

0.031***

0.009

3.45

Kernel

NO

0.794

0.768

0.027***

0.008

3.44

YES

0.794

0.763

0.031***

0.009

3.50

Local linear regression

NO

0.794

0.773

0.021**

0.010

2.03

YES

0.794

0.765

0.030**

0.012

2.45

  1. ATT, the average treatment effect on the treated. SE, standard errors. Multiple FE indicated that we simultaneously control the provincial FE, regional FE, and community FE, as well as the income FE in the econometric model. *, **, and *** indicate statistically significant levels of 0.1, 0.05, and 0.01, respectively