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Table 2 KHB decomposition results of direct, indirect and total effects of weather variables, through water pathway

From: Health gender gap in Uganda: do weather effects and water play a role?

 

Women

Men

 

Logit

Average partial effects

Logit

Average partial effects

Variables

Coef.

Std. Err.

Coef.

Std. Err.

Coef.

Std. Err.

Coef.

Std. Err.

 

(1)

(2)

(3)

(4)

(5)

(6)

(7)

(8)

Panel A

 Negative rainfall deviation

  Reduced model (total effect).

0.3890***

0.0665

0.0806***

0.0137

0.3658***

0.0761

0.0648***

0.0134

  Full model (direct effect)

0.3814***

0.0665

0.0790***

0.0137

0.3637***

0.0761

0.0644***

0.0134

  Difference (Indirect effect)

0.0076**

0.0037

0.0016

.

0.0021

0.0022

0.0004

.

  Confounding ratio

1.0198

 

1.0198

 

1.006

 

1.006

 

  Mediation percentage

1.94

 

1.94

 

0.57

 

0.57

 

 Month temperature

  Reduced model

0.1725***

0.0601

0.0357***

0.0124

0.2478***

0.0718

0.0439***

0.0127

  Full model

0.1671***

0.0601

0.0346***

0.0124

0.2462***

0.0718

0.0436***

0.0127

  Difference

0.0054

0.0034

0.0011

.

0.0017

0.0021

0.0003

.

  Confounding ratio

1.0322

 

1.0322

 

1.007

 

1.007

 

  Mediation percentage

3.13

 

3.13

 

0.67

 

0.67

 

Panel B

 Extreme negative rain

  Reduced

0.4412***

0.0714

0.0914***

0.0147

0.3632***

0.0776

0.0644***

0.0137

  Full

0.4292***

0.0714

0.0889***

0.0147

0.3641***

0.0776

0.0645***

0.0137

  Diff

0.0121***

0.0045

0.0025

.

−0.0009

0.0021

−0.0002

.

  Confounding ratio

1.0281

 

1.0281

 

0.9976

 

0.9976

 

  Mediation percentage

2.73

 

2.73

 

−0.24

 

− 0.24

 

 Month temperature

  Reduced

0.1593***

0.0601

0.0330***

0.0124

0.2550***

0.0720

0.0452***

0.0127

  Full

0.1541***

0.0602

0.0319***

0.0124

0.2532***

0.0720

0.0449***

0.0127

  Diff

0.0052

0.0035

0.0011

.

0.0018

0.0022

0.0003

.

  Confounding ratio

1.0337

 

1.0337

 

1.0070

 

1.0070

 

  Mediation percentage

3.26

 

3.26

 

0.70

 

0.70

 

  N

11,567

 

11,567

 

10,901

 

10,901

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