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. 2025 Apr 14:13:1463303.
doi: 10.3389/fpubh.2025.1463303. eCollection 2025.

Incomplete basic vaccination and associated factors among children aged 12-23 months in resource-limited countries: a spatial and multilevel regression analysis of recent DHS data from 48 countries

Affiliations

Incomplete basic vaccination and associated factors among children aged 12-23 months in resource-limited countries: a spatial and multilevel regression analysis of recent DHS data from 48 countries

Mihret Getnet et al. Front Public Health. .

Abstract

Background: Childhood basic vaccinations are a cost-effective and essential preventive health strategy globally in resource-limited nations. The United Nations Sustainable Development Goals aim to reach these ambitious targets, making it crucial to identify underserved populations and address the barriers they face in accessing life-saving immunizations. To date, no spatial analyses have been performed to identify areas of hotspots of incomplete basic vaccination among children in resource-limited countries globally. Therefore, determining the geographic distribution of incomplete basic vaccinations and associated factors is important for prioritizing intervention programs in resource-limited countries.

Objective: This study aims to assess incomplete basic vaccinations and associated factors among children aged 12-23 months in resource-limited countries based on the recent Demographic and Health Survey (DHS) data of 48 countries.

Methods: Data for the study were drawn from the DHS, a nationally representative cross-sectional survey conducted by considering the era of Millennium Development Goals and Sustainable Development Goals. A total of 48 resource-limited countries and a total weighted sample of 202,029 children (12-23 months) were included in our study. The data extraction, recoding, and analysis were conducted using STATA V.17. For the spatial analysis (spatial distribution, autocorrelation, and hotspot), ArcGIS version 10.7 software was used, and for the SaTScan analysis, SaTScan version 10.1 software was used. Descriptive statistics were presented using frequency tables and percentages. We employed multilevel logistic regression to investigate the associated factors of incomplete basic vaccination. In the multivariable analysis, variables with a p-value of ≤0.05 are considered significant factors associated with incomplete basic vaccination among children aged 12-23 months.

Results: The overall incompleteness of basic vaccination among children in resource-limited countries was 51% (95%CI: 50-51%). The spatial analysis revealed that the incomplete basic vaccination among children significantly varied across resource-limited countries (Global Moran's I = 0.208468, p < 0.001). The most likely clusters were located in Nigeria, Chad, Cameroon, and Niger, which were centered at (2.028929N, 15.135990 E)/1425.16 km radius, with a Log-Likelihood Ratio (LLR) of 3519.48 and a Relative Risk (RR) of 1.38 at p-value <0.001. Based on the final model of multilevel analysis, the following variables were statistically significant in relation to incomplete basic vaccination: age, marital status, maternal education, husband's education, maternal occupation, media exposure, wealth index, antenatal care (ANC) visits, birth order, place of delivery, mode of delivery, health insurance coverage, perception of distance from a health facility, place of residence, community media exposure, community education, and country-level income status.

Conclusion and recommendations: The spatial distribution of incomplete basic vaccination was significantly varied across the resource-limited countries. Both individual- and community-level factors were significantly associated with incomplete basic vaccination. Therefore, the World Health Organization and other stakeholders involved in child healthcare should work together to expand childhood vaccination and prioritize the hotspot areas of developing countries.

Keywords: children; countries; incomplete; resource limited; vaccination.

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Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Figures

Figure 1
Figure 1
Flow diagram showing sampling procedure of DHS data.
Figure 2
Figure 2
Forest plot showed the pooled prevalence of incomplete basic vaccination among children 12–23 months in resource-limited countries.
Figure 3
Figure 3
Spatial distribution of incomplete basic vaccination among children in resource-limited countries. Source: World map created based on United Nations Geoscheme for World Countries, 2013 data, using map elements from GADM, published under GADM license.
Figure 4
Figure 4
Spatial autocorrelation report of incomplete basic vaccination among children in resource-limited countries.
Figure 5
Figure 5
Hotspot analysis of incomplete basic vaccination among children in resource-limited countries. Source: World map created based on United Nations Geoscheme for World Countries, 2013 data, using map elements from GADM, published under GADM license.
Figure 6
Figure 6
SaTScan analysis of incomplete basic vaccination among children in resource-limited countries. Source: World map created based on United Nations Geoscheme for World Countries, 2013 data, using map elements from GADM, published under GADM license.

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References

    1. Kaur G. Routine vaccination coverage—worldwide, 2022. MMWR Morb Mortal Wkly Rep. (2023) 72:1155–61. doi: 10.15585/mmwr.mm7243a1, PMID: - DOI - PMC - PubMed
    1. Hogan D, Gupta A. Why reaching zero-dose children holds the key to achieving the sustainable development goals. Vaccine. (2023) 11:781. doi: 10.3390/vaccines11040781, PMID: - DOI - PMC - PubMed
    1. Williams SV, Akande T, Abbas K. Systematic review of social determinants of childhood immunisation in low-and middle-income countries and equity impact analysis of childhood vaccination coverage in Nigeria. PLoS One. (2024) 19:e0297326. doi: 10.1371/journal.pone.0297326, PMID: - DOI - PMC - PubMed
    1. Shattock AJ, Johnson HC, Sim SY, Carter A, Lambach P, Hutubessy RC, et al. . Contribution of vaccination to improved survival and health: modelling 50 years of the expanded Programme on immunization. Lancet. (2024) 403:2307–16. doi: 10.1016/S0140-6736(24)00850-X, PMID: - DOI - PMC - PubMed
    1. Vakili R, Ghazizadeh Hashemi A, Khademi G, Ajilian Abbasi M, Saeidi M. Immunization coverage in WHO regions: a review article. Int J Pediatr. (2015) 3:111–8.

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