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International Journal of
            Population Studies                                                 Single mother spatial distribution in Nigeria




                                                               Table 1. Parameter estimates for the categorical variables
                                                               included as linear effects
                                                               Variable            Odds    Standard   95% credible
                                                                                   ratio    error     interval
                                                               Place of residence
                                                                Rural                1
                                                                Urban              1.662    0.033    1.561, 1.770
                                                               Working status
                                                                No                   1
                                                                Yes                0.961    0.032    0.903, 1.022
                                                               Access to newspapers
                                                                No                   1
                                                                Yes                1.103    0.038    1.025, 1.188
                                                               Access to the radio
                                                                No                   1
                                                                Yes                0.788    0.031    0.742, 0.837
            Figure 4. Non-linear relationship between women’s age and likelihood of
            being a single mother. The chart was created by the authors.  Access to television
                                                                No                   1
                                                                Yes                1.054    0.035    0.985, 1.127
            the odds for single motherhood are higher among women
            who can access newspapers at least once a week compared   Religion       1
                                                                None/traditional
            with those without access, but it is about 22% lower for   Christian   1.373    0.078    1.179, 1.599
            those who listen to the radio (OR = 0.788; 95% CI: 0.742,   Islam      0.717    0.079    0.614, 0.836
            0.837). The results for those who watch television are not   Ethnicity
            significantly different. Women who practice Christian   Others           1
            religion have higher odds of being single mothers   Hausa/Fulani       0.638    0.062    0.565, 0.720
            (OR = 1.373; 95% CI: 1.179, 1.599), whereas the odds are   Igbo        0.731    0.068    0.640, 0.835
                                                                                                     0.891, 1.161
                                                                                            0.068
                                                                Yoruba
                                                                                   1.017
            lower for Muslim women (OR = 0.717; 95% CI: 0.614,
            0.836). The findings on ethnicity demonstrate lower odds   Educational attainment  1
                                                                None
            for the Hausa (OR = 0.638; 95% CI: 0.565, 0.720) and   Primary         1.351    0.041    1.249, 1.462
            Igbo (OR = 0.731; 95% CI: 0.640, 0.835) ethnic groups,   Secondary     1.646    0.044    1.510, 1.793
            but the estimate for the Yoruba group is not significant.   Higher     1.319    0.065    1.162, 1.497
            Furthermore, with respect to women who received no   Wealth index
            education, those who attained primary, secondary, or   Poorest           1
            higher levels of education have higher odds of becoming   Poorer       1.186    0.046    1.084, 1.297
                                                                Middle
                                                                                                     1.168, 1.405
                                                                                            0.048
                                                                                   1.281
            single mothers. In the case of the wealth index, women   Richer        0.974    0.054    0.877, 1.081
            from the poorer or middle-income wealth quintile have   Richest        0.526    0.065    0.464, 0.597
            higher odds of being single mothers than those from richer   Survey year
            households. However, the estimate for women from richer   2003           1
            households is not significant. In terms of the survey period,   2008   0.855    0.066    0.752, 0.971
            the findings show lower odds of single motherhood in   2013            0.906    0.069    0.792, 1.037
            2008 compared with 2003, but the estimates for 2013 and   2018         1.027    0.075    0.889, 1.190
            2018 are not significantly different.
                                                               Consequently, this study was conceived to quantify
            4. Discussion                                      the spatiotemporal patterns of single motherhood in
            Nigeria has a high prevalence of single mothers (estimated   Nigeria. The  choice  of  the  Bayesian  spatial  model  offers
            at 11%), with the majority of them being young women   the opportunity to explore variables of different types; it
            (Adewoyin et al., 2020). This indicates that a considerable   allows us to establish the functional relationship with the
            proportion of Nigerian women live vulnerable lives   response variable while simultaneously placing the spatial
            and face societal discrimination. To create intervention   pattern in perspective. The findings indicate strong spatial
            strategies to protect these women and their children, it is   clustering with a north-south divide in the likelihood of
            necessary to acquire a good understanding of the specific   being a single mother, a pattern that persists throughout
            locations where they are concentrated in the country.   the period under consideration.


            Volume 11 Issue 2 (2025)                        48                        https://doi.org/10.36922/ijps.4313
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