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Table 10 Sensitivity analysis, calibrated confounders for kernel matching estimate of ATET, women

From: The effect of vocational rehabilitation on the employment outcomes of disability insurance beneficiaries: new evidence from Canada

 

Outcome effect

Selection effect

ATET

SE

Leaving disability rolls

No confounder

--

--

0.103

0.068

Neutral confounder

1.018

1.034

0.103

0.078

Confounders

    

High school

1.295

2.235

0.103

0.067

College

1.464

1.219

0.103

0.078

University

1.358

1.703

0.103

0.077

Married

0.854

0.885

0.103

0.074

Mental disorders

1.045

0.727

0.103

0.069

Musculoskeletal disorders

0.652

1.433

0.103

0.088

Zero earnings 1-year prior to application

0.468

1.712

0.103

0.090

Zero earnings 2-years prior to application

1.064

1.496

0.103

0.082

Gainful employment

No confounder

--

--

0.141**

0.069

Neutral confounder

1.016

1.043

0.141

0.089

Confounders

    

High school

1.166

2.232

0.141**

0.069

College

1.624

1.198

0.141**

0.070

University

1.434

1.689

0.141**

0.068

Married

1.031

0.889

0.141**

0.063

Mental disorders

0.904

0.707

0.141**

0.07

Musculoskeletal disorders

0.569

1.456

0.141

0.088

Zero earnings 1-year prior to application

0.288

1.747

0.141*

0.080

Zero earnings 2-years prior to application

0.704

1.466

0.141**

0.070

Substantial gainful employment

No confounder

--

--

0.200***

0.066

Neutral confounder

1.019

1.031

0.200**

0.079

Confounders

    

High school

1.176

2.202

0.200**

0.082

College

1.551

1.214

0.200**

0.077

University

1.592

1.678

0.200**

0.081

Married

0.961

0.899

0.200**

0.077

Mental disorders

0.998

0.716

0.200**

0.075

Musculoskeletal disorders

0.529

1.431

0.200***

0.069

Zero earnings 1-year prior to application

0.241

1.703

0.200***

0.066

Zero earnings 2-years prior to application

0.643

1.455

0.200**

0.079

  1. Notes: See the notes to Table 9.