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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)