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DOI 10.1136/bmjopen-2024-088910

Медицинская библиотека · BMJ open · 2025

Malaria prevalence dynamics and risk covariates among children under 5 in Ghana: insights from a Bayesian multilevel approach.

Asosega Killian Asampana, Adebanji Atinuke Olusola, Aidoo Eric Nimako, Owusu-Dabo Ellis, Tawiah Kassim

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Аннотация

OBJECTIVE

Malaria is a major public health concern in most developing countries, with children under 5 years being mainly at risk. We investigated the contribution of individual and community-level covariates to the risk of malaria infection (treatment with artemisinin-based combination therapy for fever or tested positive for malaria via a rapid diagnostic test within 2 weeks prior to the survey) in children under 5 years in Ghana.

DESIGN

Population-based secondary cross-sectional study on the 2019 Ghana Malaria Indicator Survey

SETTING

Ghana.

PARTICIPANTS AND

METHODS

Secondary malaria data on 3004 mothers and their children under 5 years from the recent 2019 Ghana Malaria Indicator Survey were analysed. Bayesian multilevel modelling under Hamiltonian Monte Carlo is applied to malaria data.

RESULTS

The results indicate a weighted malaria prevalence of 29.7% (95% CI: 0.28 to 0.31) among children under 5, and nearly 10% (8.9%) of the risk of malaria infection significantly varied by community differences. The average annual rainfall positively correlates with the prevalence of malaria in a community, while temperature and the built-population index inversely influence it. At the cluster level, the average annual rainfall significantly increased the risk of malaria infection among children under 5 years (adjusted OR (aOR)=17.46, 95% CrI: 1.86 to 167.34). Malaria infections among children under 5 are attributed to household/individual and community-level characteristics. Children from rich households (aOR=0.66, 95% CrI: 0.50 to 0.87), who sleep under insecticide-treated nets (ITNs) (aOR=0.79, 95% CrI: 0.65 to 0.95) and are not anaemic have significantly reduced the risk of malaria infection than those from poor households, children with severe anaemia and those who do not sleep under ITNs at night. Children under 5 years from Gurma (aOR=1.82, 95% CrI: 1.92 to 2.86) ethnic backgrounds are linked to a high risk of contracting malaria, while those from the Mole-Dagbani (aOR=0.70, 95% CrI: 0.51 to 0.98) and Grusi (aOR=0.55, 95% CrI: 0.32 to 0.93) ethnic groups have significantly reduced the risk of malaria infection. All other considered factors were not significantly associated with malaria risk among children under 5 years in this study.

CONCLUSION

Malaria remains a serious health burden to children under 5 years. These findings call for individual and community-level measures, including improved sanitation and preventive education campaigns, to help reduce malaria infections among children under 5 in Ghana, to mitigate malaria infections among children under 5 in Ghana, thereby promoting their health and quality of life (Sustainable Development Goal 3).

Для цитирования: Asosega Killian Asampana, Adebanji Atinuke Olusola, Aidoo Eric Nimako, Owusu-Dabo Ellis, Tawiah Kassim. Malaria prevalence dynamics and risk covariates among children under 5 in Ghana: insights from a Bayesian multilevel approach.. BMJ open. 2025. DOI: 10.1136/bmjopen-2024-088910.

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