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Table 8 Oaxaca–Blinder decomposition of SWB inequality gap with RIF

From: Do public healthcare programs make societies more equal? Cross-country evidence on subjective wellbeing

Percentile Variables

\({{\varvec{R}}{\varvec{I}}{\varvec{F}}}_{5}\)

\({{\varvec{R}}{\varvec{I}}{\varvec{F}}}_{25}\)

\({{\varvec{R}}{\varvec{I}}{\varvec{F}}}_{50}\)

\({{\varvec{R}}{\varvec{I}}{\varvec{F}}}_{75}\)

\({{\varvec{R}}{\varvec{I}}{\varvec{F}}}_{95}\)

 

EX

UN

EX

UN

EX

UN

EX

UN

EX

UN

UHC

0.066 (0.048)

0.447 (0.291)

0.009 (0.033)

-0.339* (0.203)

0.009 (0.027)

-0.097 (0.177)

-0.010 (0.031)

-0.083 (0.195)

-0.030 (0.057)

0.010 (0.391)

Age

0.071 (0.100)

-0.143 (0.993)

-0.055 (0.070)

-1.831*** (0.695)

-0.009 (0.057)

-0.974 (0.612)

0.006 (0.065)

0.061 (0.672)

-0.116 (0.121)

-1.905 (1.363)

Education

0.069 (0.104)

0.802 (0.502)

0.064 (0.072)

0.691** (0.351)

0.103* (0.060)

0.567* (0.309)

0.071 (0.067)

0.090 (0.339)

0.014 (0.125)

0.070 (0.687)

Economic status

-0.018 (0.030)

0.067 (0.067)

0.004 (0.021)

-0.015 (0.047)

-0.025 (0.018)

0.058 (0.041)

-0.024 (0.020)

0.022 (0.045)

0.021 (0.036)

-0.083 (0.089)

GDP

0.120 (0.085)

0.043 (0.079)

0.147** (0.060)

-0.064 (0.056)

0.069 (0.049)

-0.064 (0.052)

0.062 (0.055)

-0.065 (0.056)

0.039 (0.102)

0.050 (0.119)

Sex ratio

-0.006 (0.024)

0.061 (0.747)

-0.019 (0.017)

0.332 (0.507)

-0.013 (0.014)

0.236 (0.451)

-0.005 (0.015)

0.069 (0.493)

0.070** (0.034)

1.343 (1.011)

Marital status

-0.003 (0.016)

0.199 (0.191)

-0.002 (0.011)

0.183 (0.134)

-0.013 (0.011)

0.116 (0.117)

0.006 (0.011)

-0.103 (0.129)

-0.001 (0.019)

0.073 (0.258)

Unemployment

0.024 (0.024)

-0.053 (0.132)

-0.003 (0.016)

0.189** (0.093)

-0.005 (0.013)

0.147* (0.079)

0.006 (0.015)

0.089 (0.088)

0.009 (0.027)

0.110 (0.171)

Political position

0.058 (0.045)

-1.057 (0.793)

-0.017 (0.030)

-0.381 (0.552)

-0.003 (0.025)

-0.367 (0.469)

0.021 (0.029)

-0.266 (0.524)

0.072 (0.054)

-0.675 (1.018)

Effectiveness of the gov’t

-0.064 (0.126)

0.005 (0.021)

0.070 (0.087)

0.008 (0.015)

0.334*** (0.074)

-0.032* (0.795)

0.478*** (0.085)

-0.059** (0.023)

0.525*** (0.154)

-0.055 (0.034)

Constant

 

0.511 (1.332)

 

1.340 (0.928)

 

0.307 (0.016)

 

-0.060 (0.884)

 

-0.819 (1.733)

Overall

 Group1 (developing)

1.805*** (0.045)

 

2.127*** (0.036)

 

2.310*** (0.031)

 

2.466*** (0.032)

 

2.844*** (0068)

 

 Group2 (developed)

1.570*** (0.040)

 

1.814*** (0.030)

 

1.967*** (0.029)

 

2.160*** (0.035)

 

2.484*** (0.052)

 

 Difference

0.235*** (0.061)

 

0.312*** (0.047)

 

0.343*** (0.043)

 

0.306*** (0.048)

 

0.360*** (0.085)

 

 Explained

0.322** (0.148)

 

0.198* (0.195)

 

0.446*** (0.087)

 

0.610*** (0.100)

 

0.603*** (0.180)

 

 Unexplained

-0.087 (0.159)

 

0.114 (0.111)

 

-0.103 (0.092)

 

-0.305*** (0.104)

 

-0.243 (0.196)

 
  1. Refer to Table 1 for the definition of the variables. Universal health coverage (UHC), gross domestic product (GDP), EX means explained, and UN means unexplained. ***p < 0.01, **p < 0.05, *p < 0.1 significance level at 1%, 5%, and 10%. Robust standard errors are in parentheses. \({RIF}_{5}\) represents the lowest inequality whilst \({RIF}_{95}\) represents the highest inequality