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Table 3 PSM sensitivity analysis

From: Understanding the effect of loneliness on unemployment: propensity score matching

Sensitivity analysis

Model 1

Model 2

Model 3

Observations

ATE [95%CI]

Observations

ATE [95%CI]

Observations

ATE [95%CI]

Lonely sometimes or often

19,566

0.084***

[0.071,0.097]

18,833

0.091***

[0.077,0.104]

15,675

0.082***

[0.069,0.095]

Male

9,047

0.207***

[0.156,0.257]

8,669

0.170***

[0.123,0.217]

7,260

0.198***

[0.152,0.243]

Female

10,519

0.158***

[0.118,0.197]

10,164

0.173***

[0.137,0.209]

8,413

0.159***

[0.125,0.193]

Excluding permanently sick/disabled

18,751

0.083***

[0.052,0.114]

18,014

0.088***

[0.060,0.116]

14,898

0.062***

[0.037,0.087]

Including life satisfaction

19,544

0.101***

[0.052,0.150]

18,809

0.084***

[0.042,0.126]

15,646

0.126***

[0.088,0.164]

Including work limiting physical health

19,499

0.064***

[0.034,0.094]

18,769

0.071***

[0.041,0.100]

15,595

0.077***

[0.051,0.102]

Excluding marital status and household composition

19,659

0.181***

[0.153,0.209]

18,957

0.191***

[0.161,0.222]

15,819

0.166***

[0.139,0.194]

  1. *p < 0.05, **p < 0.01, ***p < 0.001