Skip to main content

Table 4 Robustness check – Oaxaca decomposition at different thresholds

From: Inequalities in catastrophic health expenditures in conflict-affected areas and the Colombian peace agreement: an oaxaca-blinder change decomposition analysis

 

5%

10%

15%

25%

30%

Variable

Distributional effect – ηΔC

Displaced

-

-

-

-

-

  No

-

-

-

-

-

  Yes

0.002

0.002

0.002

0.000

-0.001

Age group

-

-

-

-

-

  Less than 18 years

0.000

0.000

0.000

0.000

0.000

  18 – 44 years

-

-

-

-

-

  45 – 64 years

0.000

0.000

0.001

0.001

0.001

  65 years or more

-0.001

-0.001

-0.002

-0.002

-0.003

Gender

-

-

-

-

-

  Male

-

-

-

-

-

  Female

0.001

0.002

0.002

0.000

0.001

Residence

-

-

-

-

-

  Urban

-

-

-

-

-

  Rural

-0.010

-0.013

-0.014

-0.013

-0.016

Work

-

-

-

-

-

  Formal

-

-

-

-

-

  Informal

0.012

0.006

0.008

0.004

-0.001

  Out of Labor Force

-0.002

-0.002

-0.002

-0.002

-0.000

Conflict level

-

-

-

-

-

  Outside Meta

0.000

0.000

0.000

0.000

0.000

  Capital city

-

-

-

-

-

  Highly affected

-0.006

-0.006

-0.007

-0.008

-0.009

  No conflict

0.003

0.002

0.002

0.001

0.001

  Lowly affected

0.013

0.013

0.012

0.015

0.014

Ethnicity

-

-

-

-

-

  Majority

-

-

-

-

-

  Minority

-0.000

-0.000

-0.000

-0.000

-0.000

Education

-

-

-

-

-

  None

-

-

-

-

-

  Primary School

0.001

0.001

-0.002

-0.001

-0.002

  Secondary School

0.000

0.000

0.005

0.003

0.002

  Undergraduate

-0.001

-0.001

-0.000

-0.000

-0.000

Marital Status

-

-

-

-

-

  Married

-

-

-

-

-

  Consensual Union

-0.002

0.000

-0.000

-0.009

-0.011

  Divorced

0.002

0.001

0.002

0.004

0.005

  Widow/er

-0.000

0.000

-0.001

-0.001

-0.001

  Single

-0.000

-0.000

-0.000

-0.000

-0.000

Health insurance scheme

-

-

-

-

-

  Not affiliated

-0.000

-0.000

-0.000

-0.000

-0.000

  Contributive

-

-

-

-

-

  Subsidized

-0.008

-0.006

-0.006

-0.004

-0.000

  Other

0.000

0.001

0.000

0.002

0.002

Sick in the previous 12 months

-

-

-

-

-

  Yes

-

-

-

-

-

  No

-0.004

-0.004

-0.004

-0.004

-0.005

Children under 5 years old

0.001

0.001

0.000

0.000

0.000

Log household size

0.000

0.000

0.001

0.005

0.005

WHODAS

0.002

0.003

0.003

0.003

0.003

SRQ+

-

-

-

-

 

  No

-

-

-

-

--

  Yes

0.001

0.001

0.002

0.003

0.005

Quntiles

-

-

-

-

-

  Quintile 1

-

-

-

-

-

  Quintile 2

-0.000

-0.000

-0.000

0.000

0.000

  Quintile 3

0.000

0.000

0.000

-0.000

-0.000

  Quintile 4

0.000

0.000

-0.000

-0.000

-0.000

  Quintile 5

-0.000

-0.000

-0.000

0.000

0.000

 Total

     

Variable

Coefficient effect – CΔη

Displaced

-

-

-

-

-

  No

-

-

-

--

 

  Yes

0.004

0.008

0.004

0.028

0.044

Age group

-

-

-

-

-

  Less than 18 years

-0.000

-0.001

-0.001

-0.001

-0.002

  18 – 44 years

-

-

-

-

-

  45 – 64 years

-0.005

-0.004

-0.008

-0.007

-0.010

  65 years or more

-0.002

-0.000

-0.001

-0.002

-0.003

Gender

-

-

-

-

-

  Male

-

-

-

-

-

  Female

-0.002

-0.002

0.000

0.003

0.006

Residence

-

-

-

-

-

  Urban

-

-

-

-

-

  Rural

-0.010

-0.016

0.009

0.000

-0.028

Work

-

-

-

-

-

  Formal

-

-

-

-

-

  Informal

-0.048

-0.027

-0.029

0.013

0.025

  Out of Labor Force

0.005

0.007

0.014

0.015

0.015

Conflict level

-

-

-

-

-

  Outside of Meta

-0.004

-0.004

-0.003

-0.002

-0.002

  Capital city

-

-

-

-

-

  Highly affected

-0.031

-0.034

-0.040

-0.055

-0.071

  No conflict

0.004

-0.000

0.001

0.005

0.006

  Lowly affected

0.005

-0.002

-0.000

-0.011

-0.013

Ethnicity

-

-

-

-

-

  Majority

-

-

-

-

-

  Minority

-0.004

-0.003

-0.003

-0.003

-0.006

Education

-

-

-

-

-

  None

-

-

-

-

-

  Primary School

0.017

0.018

0.056

0.027

0.060

  Secondary School

-0.009

-0.010

-0.018

-0.019

-0.023

  Undergraduate

0.002

-0.002

-0.016

-0.000

-0.007

Marital status

-

-

-

-

-

  Married

-

-

-

-

-

  Consensual Union

-0.001

0.000

-0.001

0.006

0.006

  Divorced

-0.002

-0.002

-0.001

0.005

0.009

  Widow/er

0.002

0.001

0.002

0.003

0.005

  Single

-0.000

0.002

0.002

-0.003

-0.001

Health insurance scheme

-

-

-

-

-

  Not affiliated

-0.000

0.000

-0.000

0.000

-0.001

  Contributive

-

-

-

-

-

  Subsidized

-0.008

-0.027

-0.031

-0.033

-0.068

  Other

0.002

0.002

-0.001

0.003

0.002

Sick in the previous 12 months

-

-

-

-

-

  Yes

-

-

-

-

-

  No

0.007

0.006

0.009

0.003

0.004

Children under 5 years old

0.000

0.000

-0.001

-0.001

-0.001

Log household size

0.001

0.001

0.000

0.000

-0.003

WHODAS

-0.002

-0.003

-0.002

0.000

0.001

SRQ+

-

-

-

-

-

  No

-

-

-

-

-

  Yes

-0.003

-0.003

-0.003

-0.001

-0.008

Quintiles

-

-

-

-

-

  Quintile 1

-

-

-

-

-

  Quintile 2

-0.018

-0.018

-0.009

0.004

0.007

  Quintile 3

0.000

0.000

0.000

0.000

0.000

  Quintile 4

0.021

0.024

-0.014

-0.042

-0.029

  Quintile 5

0.037

0.035

0.008

-0.028

-0.007

Total

     
  1. Source: Own elaboration based on CONPAS 2014 – 2018
  2. Abbreviations: SRQ+ person has a possible mental health disorder (i.e., a SRQ positive case)