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Table 7 Robustness check using system GMM

From: Health expenditure, governance and SDG3 nexus: a longitudinal analysis in BRICS economies

 

Baseline Model

Model-A

Model-B

Model-C

SDG3

SDG3

SDG3

SDG3

SDG3

SDG3

SDG3 (-1)

0.981***

0.967***

0.949***

0.985***

0.970***

0.942***

 

[0.0107]

[0.0149]

[0.0124]

[0.0052]

[0.0085]

[0.0106]

CHE

0.221**

  

0.193***

  
 

[0.0107]

  

[0.0313]

  

CHE × GGOV

   

0.062

  
    

[0.0407]

  

DGHE

 

0.015

  

0.020

 
  

[0.0270]

  

[0.0185]

 

DGHE × GGOV

    

0.044**

 
     

[0.0213]

 

DPHE

  

-0.031***

  

-0.037***

   

[0.0114]

  

[0.0115]

DPHE × GGOV

     

0.008

      

[0.0069]

GGOV

0.095

0.024

0.046

-0.397

0.488*

0.411

 

[0.1228]

[0.1081]

[0.1130]

[0.2451]

[0.2808]

[0.3175]

UNEM

0.014

-0.044**

-0.077***

-0.006

-0.057***

-0.095***

 

[0.0281]

[0.0206]

[0.0161]

[0.0102]

[0.0148]

[0.0.0142]

NHB

-0.319***

-0.189

-0.384***

-0.261**

-0.106

-0.383***

 

[0.1121]

[0.1560]

[0.0764]

[0.1239]

[0.1689]

[0.1438]

NPH

0.701**

0.353

0.566***

0.459*

0.094

0.540*

 

[0.2801]

[0.3575]

[0.2350]

[0.2610]

[0.3764]

[0.2971]

Constant (c)

3.0087***

3.239***

6.822***

2.938***

3.3696***

7.926***

 

[0.5109]

[1.0862]

[1.1182]

[0.3124]

[0.6168]

[1.1531]

Sargan test (p-value)

0.207

0.016

0.110

0.145

0.900

0.161

Hansen J-Test (p-value)

1.000

1.000

1.000

1.000

1.000

1.000

AR(1) Test (p-value)

0.035

0.035

0.036

0.034

0.034

0.035

AR(2) Test (p-value)

0.562

0.554

0.543

0.562

0.562

0.544

Instrument ratio i/j

0.575

0.575

0.575

0.958

0.958

0.958

  1. Note: SDG3 is the dependent variable. CHE, DGHE, and DPHE are the health expenditure variables. GGOV is the interaction variable. The null hypothesis of the Hansen J-test indicates the instruments are valid while the Arellano-Bond (AR-2) test’s null hypothesis refers to the absence of second-order autocorrelation in the residuals. Standard errors are in the parentheses. ***=p < 0.01, **=p < 0.05, and *=p < 0.10