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. 2021 Jan 7;20:21. doi: 10.1186/s12939-020-01361-7

Table 4.

Determinants of income-related health inequalities in the COVID-19 era

CIa (Inline graphic) Elasticity (Inline graphic) Contribution
(Inline graphic)
Contribution (%)
Continuous covariates
  Age in years 0.023*** 0.212* 0.005 -4.08
(0.003) (0.115) (0.003)
  Years of schooling 0.057*** -0.033 -0.002 1.63
(0.005) (0.129) (0.007)
   Log of per capita household income 0.202*** -0.277** -0.056** 45.67
(0.007) (0.119) (0.024)
Qualitative covariates
  Male (reference = female) 0.146*** 0.015 0.002 -1.63
(0.030) (0.037) (0.005)
Race (reference = White)
  African -0.286*** 0.558*** -0.159*** 129.67
(0.034) (0.107) (0.032)
  Coloured 0.028* 0.015 < 0.001 -0.08
(0.017) (0.016) (0.001)
  Asian 0.022* 0.007 < 0.001 -0.08
(0.013) (0.006) (0.000)
  Employed and earning income (reference = not employed/not earning income) 0.441*** -0.037 -0.016 13.05
(0.026) (0.037) (0.016)
Dwelling type (reference = formal dwelling)
  Traditional dwelling (e.g. hut) -0.078*** -0.007 0.001 -0.82
(0.014) (0.011) (0.001)
  Informal dwelling (e.g. shack) -0.075*** -0.009 0.001 -0.82
(0.020) (0.018) (0.001)
  Chronic illness (reference = no chronic illness) -0.021 0.053** -0.001 0.82
(0.022) (0.021) (0.001)
  Household experienced hunger (reference = no household experience of hunger) -0.217*** 0.051** -0.011** 8.97
(0.021) (0.024) (0.005)
  Has breathing problem (reference = has no breathing problem) 0.005 0.031** < 0.001 -0.08
(0.014) (0.013) (0.000)
  Has fever, sore throat or cough (reference = has none of these symptoms) 0.03 0.037** 0.001 -0.82
(0.019) (0.017) (0.001)
  Error 0.236***
(0.035)

aConcentration index; Estimates weighted by NIDS-CRAM design weights; Estimation sample = 4 124; Jackknife standard errors with 1 014 replications in parentheses; *** p < 0.01, ** p < 0.05, * p < 0.1