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Table 5 Heterogeneous Effect Estimates – Socio-Economic Status

From: The Association of Health Insurance with institutional delivery and access to skilled birth attendants: evidence from the Kenya Demographic and health survey 2008–09

 

SES INDEX

HIGH

LOW

1 Kernel

2 Nearest Neighbor

3 IPW

4 Kernel

5 Nearest Neighbor

6 IPW

Panel A: Institutional Delivery

 Coefficients (ATT)

0.052*

0.065*

0.090**

0.293***

0.311***

0.193*

 Stand Errors

0.025

0.039

0.032

0.076

0.109

0.120

 T- Statistic

2.059

1.662

2.80

3.873

3.318

1.66

 N

 Analytic Sample

661

661

661

2691

2691

2691

 Treatment

139

139

 

53

53

 

 Control

519

101

 

2271

55

 

Panel B: Skilled Birth Attendant

 Coefficients (ATT)

0.068***

0.086**

0.099***

0.296***

0.330**

0.186*

 Stand Errors

0.022

0.029

0.030

0.061

0.114

0.122

 T- Statistic

3.105

2.303

3.31

4.818

2.890

2.06

 N

 Analytic Sample

661

661

661

2691

2691

2691

 Treatment

139

139

 

53

53

 

 Control

519

101

 

2271

55

 
  1. Notes: ATT = Average Treatment Effect on the Treated. In the above table model 1 & 4 is Kernel matching; model 2 & 5 is Nearest Neighbor matching - random draw version; and model 3 & 6 is Inverse Probability Weighting (IPW) by logistic regression. The SES index is a binary variable based on having electricity at home and current employment status. The standard errors are bootstrapped standard errors. Significance levels: ***p < 0.01, **p < 0.05, *p < 0.1