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International Journal of
            Population Studies                                             Drivers of COVID-19 vaccination in South Africa




            Table 1. (Continued)
            Variable                          Percentage (%)  Willingness to get   Unadjusted odds ratio   Adjusted odds ratio
                                                N = 5,862    vaccinated (%)      (95% CI)          (95% CI)
            Belief about risk of being infected
             Do not know                          8.2            73.5*             RC                RC
             No                                   53.4           75.5*       1.115 (0.814 – 1.299)  1.312 (0.952 – 1.458)
             Yes                                  38.4           78.1*       1.287 (1.110 – 1.412)*  1.403 (1.300 – 1.617)*
            Knowing someone diagnosed with COVID-19
             No                                   68.4           76.2              RC                RC
             Yes                                  31.6           76.8        1.034 (0.881 – 1.203)  1.029 (0.780 – 1.119)
            Current health status
             Fair                                 19.5           78.7*             RC                RC
             Poor                                 8.7            79.7*       1.064 (0.779 – 1.202)  1.025 (0.830 – 1.091)
             Good to excellent                    71.8           75.4*       0.828 (0.609 – 0.987)*  0.903 (0.717 – 1.209)
            Mental health status
             Not depressed/hopeless/down          65.0           76.9               -                RC
             Depressed/hopeless/down              35.0           75.2               -          0.901 (0.708 – 1.118)
            COVID-19 vaccination history
             No                                   97.9            -                 -                 -
             Yes                                  2.1             -                 -                 -
            Willingness to get vaccinated
             No                                   23.7            -                 -                 -
             Yes                                  76.3            -                 -                 -
            Note: *Significant at p <0.05; RC: Reference category.

            (69.9%). Nearly 80% of respondents aged 35 – 49, more   familiar with a COVID-19  case (OR: 1.034) were more
            males (76.8%), Africans/Blacks (78%), those with tertiary   willing to  get vaccinated. Respondents  who considered
            education (75.9%), and respondents that were married   their current health status as good to excellent were found
            or in union (77.9%) were more willing to get vaccinated.   to be less willing to get vaccinated (OR: 0.828). However,
            Respondents in Limpopo province (83.4%), those in rural   the relationship with case familiarity was not statistically
            areas (79.1%), and those who lived in residences with more   significant.  When  the  sociodemographic  variables  were
            than nine people (78.4%) also had more proportions of   controlled for, the willingness to get vaccinated was still
            individuals willing to get vaccinated.             similar in direction but only the risk of getting infected
              Among individuals who believed that they were at risk   remained statistically significant (OR: 1.403,  p < 0.05).
            of being infected with COVID-19, 78.1% were willing   Age, race, and being a resident of any province, except Free
            to get vaccinated, while 76.8% of the respondents who   State and North West, were associated with willingness
            knew someone with COVID-19 were also willing to get   to get vaccinated. Sex, education, marital status, place of
            vaccinated. Individuals who considered their health status   residence, number in dwelling, and number of residents
            as poor accounted for the highest proportion (79.7%) of   aged >60 years were associated with lower willingness to
            those willing to get vaccinated. The Chi-squared test results   vaccination.
            demonstrated that all the explanatory variables, except
            for sex, education, number in residence, older persons in   4. Discussion
            residence, mental health status, and case familiarity, were   More than 76% of the South African population were
            significantly associated with the  dependent  variable  –   willing to get vaccinated, despite that the country was
            willingness to get vaccinated (p < 0.05; Table 1).  facing vaccine insufficiency, and the resultant low vaccine
              The unadjusted analysis showed that the respondents   coverage typifies both the inverse care and underclass
            who believed that they were at risk of being infected with   hypotheses at a global scale (Hart, 1971; Lineberry, 1976;
            COVID-19 (odds ratio [OR]: 1.287) and those who were   Adewoyin  et  al., 2018). The prevailing context aptly


            Volume 10 Issue 1 (2024)                        72                         https://doi.org/10.36922/ijps.479
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