Table 4.
Robustness check – Oaxaca decomposition at different thresholds
| 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 | |||||
Source: Own elaboration based on CONPAS 2014 – 2018
Abbreviations: SRQ+ person has a possible mental health disorder (i.e., a SRQ positive case)