Table 2. Oaxaca-type decomposition for change in inequality for childhood morbidity, 1993–2014.
Variables | E: Elasticity, CI:Concentration Index, t:2014, (t-1):1993–94 or (1996–97 for fever) | |||||
---|---|---|---|---|---|---|
Variation (1) | Variation (2) | Total | ||||
Et (CIt−CIt-1) | CIt-1 (Et−Et-1) | Et-1 (CIt−CIt-1) | CIt (Et−Et-1) | Total | % | |
For diarrhea | ||||||
Child’s age (months) | -0.001 | 0.040 | -0.005 | -0.038 | -0.001 | 12.00 |
Child’s age squared | 0.002 | -0.079 | 0.003 | 0.065 | -0.002 | -7.22 |
Child sex (= male) | 0.002 | 0.090 | 0.010 | -0.007 | 0.014 | -9.20 |
Mother age (years) | 0.009 | 0.051 | -0.018 | -0.009 | 0.038 | -18.52 |
Mother schooling (years) | -0.043 | -0.005 | 0.005 | 0.053 | 0.093 | 19.66 |
Birth order | -0.001 | -0.047 | -0.012 | -0.016 | -0.019 | 9.13 |
Preceding birth interval (months) | -0.002 | -0.109 | 0.008 | -0.016 | -0.030 | -5.29 |
Antenatal care visits | -0.020 | 0.030 | -0.007 | 0.038 | 0.010 | 17.84 |
Households size | -0.002 | -0.032 | 0.002 | -0.081 | -0.028 | 7.03 |
Breastfeeding practice (= yes) | -0.004 | -0.002 | -0.003 | -0.002 | -0.003 | 9.85 |
Access to health facility (= yes) | -0.003 | -0.001 | -0.005 | -0.001 | -0.003 | 3.56 |
Mass media communication (= yes) | -0.006 | 0.007 | -0.004 | -0.007 | -0.003 | 4.62 |
Chronic undernutrition status (= yes) | -0.008 | 0.009 | -0.007 | 0.012 | 0.012 | 19.11 |
Vaccination coverage (= yes) | -0.009 | 0.009 | 0.014 | -0.013 | -0.002 | -6.15 |
Residence (= rural) | -0.067 | -0.083 | 0.093 | -0.002 | -0.015 | -5.70 |
Wealth score | -0.016 | -0.034 | 0.076 | -0.079 | -0.013 | 35.48 |
Residual | -0.008 | 13.80 | ||||
Total | -0.169 | -0.156 | 0.150 | -0.103 | -0.078 | |
For ARIa | ||||||
Child’s age (months) | -0.002 | -0.065 | 0.001 | -0.046 | -0.028 | 18.12 |
Child’s age squared | 0.001 | 0.034 | -0.001 | 0.023 | 0.014 | -8.45 |
Child sex (= male) | 0.004 | 0.006 | 0.002 | 0.063 | 0.019 | -25.29 |
Mother age (years) | 0.001 | 0.004 | 0.004 | 0.004 | 0.003 | -19.59 |
Mother schooling (years) | 0.013 | -0.013 | 0.009 | -0.014 | -0.021 | 14.35 |
Birth order | 0.005 | 0.003 | 0.001 | 0.003 | 0.033 | 23.68 |
Preceding birth interval (months) | -0.001 | -0.033 | 0.003 | -0.033 | -0.016 | -8.69 |
Antenatal care visits | 0.008 | 0.003 | -0.001 | 0.023 | 0.028 | 19.87 |
Households size | -0.001 | -0.045 | 0.009 | -0.046 | -0.021 | 17.18 |
Breastfeeding practice (= yes) | -0.014 | -0.002 | -0.005 | -0.006 | -0.007 | 9.83 |
Access to health facility (= yes) | -0.021 | 0.011 | -0.007 | -0.005 | -0.006 | 8.01 |
Mass media communication (= yes) | -0.008 | 0.007 | -0.006 | -0.006 | -0.003 | 6.51 |
Chronic undernutrition status (= yes) | -0.003 | 0.003 | -0.008 | 0.001 | 0.011 | 11.03 |
Vaccination coverage (= yes) | -0.009 | -0.001 | -0.001 | -0.001 | -0.003 | -19.03 |
Residence (= rural) | -0.047 | -0.011 | -0.009 | -0.017 | -0.021 | -6.09 |
Wealth score | -0.020 | -0.040 | -0.030 | -0.096 | -0.047 | 40.15 |
Residual | -0.006 | 20.41 | ||||
Total | -0.094 | -0.139 | -0.039 | -0.144 | -0.089 | |
For fever | ||||||
Child’s age (months) | -0.001 | -0.055 | -0.001 | -0.028 | -0.021 | 15.13 |
Child’s age squared | -0.046 | -0.084 | 0.006 | 0.051 | -0.018 | -7.19 |
Child sex (= male) | 0.003 | 0.017 | 0.001 | -0.008 | 0.003 | -19.16 |
Mother age (years) | -0.003 | -0.007 | 0.001 | -0.008 | -0.004 | -12.51 |
Mother schooling (years) | 0.023 | 0.091 | 0.017 | 0.054 | 0.026 | 9.77 |
Birth order | -0.002 | 0.011 | 0.013 | -0.012 | 0.033 | 19.54 |
Preceding birth interval (months) | 0.013 | -0.042 | 0.002 | -0.015 | -0.011 | -7.29 |
Antenatal care visits | 0.025 | 0.075 | -0.036 | 0.040 | 0.026 | 16.31 |
Households size | 0.016 | 0.088 | -0.016 | -0.081 | 0.012 | 11.17 |
Breastfeeding practice (= yes) | -0.011 | -0.009 | -0.007 | -0.003 | -0.008 | 9.83 |
Access to health facility (= yes) | -0.020 | 0.008 | -0.008 | -0.015 | -0.009 | 8.01 |
Mass media communication (= yes) | -0.008 | 0.006 | -0.001 | -0.021 | -0.006 | 6.51 |
Chronic undernutrition status (= yes) | -0.007 | 0.002 | -0.004 | 0.008 | 0.021 | 19.03 |
Vaccination coverage (= yes) | 0.006 | -0.031 | -0.016 | -0.012 | -0.013 | -8.33 |
Residence (= rural) | -0.019 | -0.027 | 0.024 | -0.002 | -0.006 | -8.19 |
Wealth score | -0.014 | -0.096 | -0.081 | -0.072 | -0.066 | 39.17 |
Residual | -0.009 | 18.20 | ||||
Total | -0.045 | -0.053 | -0.107 | -0.124 | -0.082 |
Note: Variation (1) (2) uses Et (Et-1) and Ct (Ct-1) to weight changes in C and E respectively. See Wagstaff et al. (2003) [42],
aARI = Acute Respiratory Infections