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International Journal of
            Population Studies                                                    Child mortality by residence in Ethiopia




            Table 5. Blinder‑Oaxaca decomposition of intra‑urban in risk of child death, EDHS, 2016, urban
             Child mortality    Coef.       Std. Err.      z statistic    P‑value       95% Conf.      Interval
            Overall
             Urban poor          0.047        0.008         5.640          0.000         0.030          0.063
             Urban non-poor      0.021        0.005         4.330          0.000         0.012          0.031
             Difference          0.026        0.010         2.620          0.009         0.006          0.044
             Explained          −0.082        0.074         −1.110         0.266         −0.227         0.063
             Unexplained         0.107        0.077         1.390          0.164         −0.044         0.258
            Explained
             Child sex          −0.003        0.003         −1.190         0.235         −0.008         0.002
             Child size         −0.000        0.000         −0.010         0.990         −0.001         0.001
             Birth order        −0.060        0.034         −1.770         0.077         −0.126         0.006
             Religion           −0.007        0.030         −0.240         0.813         −0.067         0.052
             Household size      0.019        0.016         1.230          0.218         −0.011         0.050
             Toilet type        −0.041        0.048         −0.840         0.400         −0.135         0.054
             Regional cat.       0.009        0.034         0.260          0.792         −0.057         0.075
            Unexplained
             Child sex          −0.031        0.022         −1.420         0.154         −0.074         0.012
             Birth weight        0.018        0.047         0.380          0.707         −0.075         0.110
             Birth order        −0.070        0.051         −1.380         0.169         −0.169         0.030
             Religion           −0.028        0.033         −0.840         0.399         −0.093         0.037
             Household size      0.078        0.060         1.300          0.192         −0.039         0.195
             Toilet type         0.059        0.059         1.000          0.317         −0.056         0.174
             Regional cat.      −0.049        0.073         −0.660         0.507         −0.193         0.095
             _cons               0.130        0.125         1.040          0.298         −0.115         0.376
            Note: The models were based on urban 1,482 observations using logistic regressions, with 643 observations from poor families and 839 observations
            from non-poor families.

            level factors. At individual level, child’s size at birth and   At a community level, our analysis revealed significant
            birth order contributed to explaining the rural-urban gap in   mortality inequalities by regional category and place of
            child mortality similar to other studies (Gebresilassie et al.,   residence. Children from the emerging regions (Afar,
            2021; Yaya et al., 2019). This could be due to relatively high   Somali, Benishangul-Gumuz, and Gambella) had higher
            prevalence of home delivery in rural settings where the child   risks of death compared to children in the developed
            size at birth may not be recorded. Another potential reason   regions (Amhara, Oromia, Harari, Southern Nations
            might be due to high prevalence of early marriage in rural   Nationalities, and People’s Region (SNNPR) and Tigray)
            area that could lead to teenage delivery with a lower physical   of the country (Gebresilassie et al., 2021). This might be
            preparedness for pregnancy, and difference in access to public   due to the reason that the emerging regions are drought-
            health services including family planning, antenatal care,   affected areas, pastoralists, and marginalized in terms of
            childhood immunization, and health education services   basic infrastructure development (Bareke et al., 2022).
            provided in rural and urban areas of Ethiopia.
                                                                 Moreover, this study revealed that child size at birth, birth
              At the household level, the household wealth status and   order, and regional category by wealth status are key factors
            type of sanitation facilities were found to be the key factors   to explaining intra-rural inequalities in child mortality. This
            in explaining rural-urban inequality in child mortality in   might be due to difference in socioeconomic status of the
            line with the previous studies (Dendup et al., 2020; Touré   poor and non-poor rural residents, where the rich (non-
            et al., 2020). This could be due to the child mortality in   poor) could have access to improved water and sanitation
            urban areas which can be influenced by relatively higher   facilities that affect the risk of child mortality in Ethiopia.
            education attainment and income as compared to rural   This  study  also  found  that  the  intra-urban  inequality
            settings in the country.                           in child mortality was explained by the household and


            Volume 7 Issue 2 (2021)                         56                     https://doi.org/10.36922/ijps.v7i2.392
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