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Table 3 Difference-in-difference estimates for multinomial logistic regression (unemployment reason)

From: The impact of epidemics on labor market: identifying victims of the Middle East Respiratory Syndrome in the Korean labor market

Control group

Treatment group

Unemployment reason

 

Relative Risk Ratio

Pre-treatment: 2014, 6 ~ 7

Relative Risk Ratio

Time trends control

 

Voluntary

Involuntary

Voluntary

Involuntary

15–49

Over 50

Treated × post

1.0379b (0.0017)

1.0512b (0.0022)

1.0586b (0.0017)

1.0727b (0.0023)

post

  

0.9518b (0.0008)

1.0616b (0.0015)

 

50s

Treated × post

1.0067b (0.0020)

1.1536b (0.0029)

1.0490b (0.0022)

1.1694b (0.0030)

post

  

0.9519b (0.0008)

1.0623b (0.0016)

30–49

Over 50

Treated × post

1.0410b (0.0019)

1.0644b (0.0026)

1.0263b (0.0020)

1.0966b (0.0027)

post

  

0.9836b (0.0013)

1.0388b (0.0020)

 

50s

Treated × post

1.0087b (0.0016)

1.1001b (0.0027)

0.9605b (0.0015)

1.1193b (0.0028)

post

  

0.9849b (0.0013)

1.0442b (0.0020)

15–29

Over 50

Treated × post

1.0287b (0.0018)

1.0363b (0.0029)

1.0900b (0.0020)

1.0468b (0.0031)

post

  

0.9241b (0.0011)

1.0865b (0.0027)

 

50s

Treated × post

0.9973 (0.0022)

1.1355b (0.0036)

1.0823b (0.0024)

1.1415b (0.0037)

post

  

0.9239** (0.0011)

1.0862b (0.0027)

  1. a and b indicate that the estimate is significant at the 0.05 and 0.01 levels, respectively. Standard errors are reported in parentheses. Reported values are relative risk ratio and the reference group is the employed. The unemployed due to personal affairs, family affairs, raising children, house affairs, physical and mental disorder, retirement, age and working condition complaints are defined as the voluntary unemployment and involuntary unemployment is defined as the loss of jobs due to company suspension, closure, early∙honorary retirement∙ layoff, being out of work or sluggish business