Evidence map›Paper›PMID 41199256›Full record

ArticleMalaria journal2025

Untangling choices: how awareness and socio-economic status shape malaria vaccination decisions among Ghanaian women.

Richard Kwame Ansah, Sampson Tackie, Killian Asampana Asosega, Kassim Tawiah, Baaba Abassawah Danquah, Sampson Takyi Appiah, Rhodaline Abena Twum, Maurice Omane-Adjepong

Abstract read
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Article in Malaria journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Richard Kwame AnsahDepartment of Mathematics and Statistics, University of Energy and Natural Resources, Sunyani, Ghana. richard.ansah@uenr.edu.gh.ORCID http://orcid.org/0000-0002-6551-4817
Sampson TackieDepartment of Mathematics and Statistics, University of Energy and Natural Resources, Sunyani, Ghana.
Killian Asampana AsosegaDepartment of Mathematics and Statistics, University of Energy and Natural Resources, Sunyani, Ghana.
Kassim TawiahDepartment of Mathematics and Statistics, University of Energy and Natural Resources, Sunyani, Ghana.
Baaba Abassawah DanquahDepartment of Mathematics and Statistics, University of Energy and Natural Resources, Sunyani, Ghana.
Sampson Takyi AppiahDepartment of Mathematics and Statistics, University of Energy and Natural Resources, Sunyani, Ghana.
Rhodaline Abena TwumDepartment of Nursing, University of Energy and Natural Resources, Sunyani, Ghana.
Maurice Omane-AdjepongDepartment of Mathematics and Statistics, University of Energy and Natural Resources, Sunyani, Ghana.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Malaria remains a major public health challenge in sub-Saharan Africa, making effective vaccine uptake a priority. Although individual factors such as awareness, education, and place of residence are known to influence vaccination decisions, there is a gap in understanding how these socio-economic attributes interact with social context to shape choices under peer influence. This study addresses this gap by applying the Multi-Population Curie-Weiss Model, a statistical mechanics framework, to analyse binary vaccination decisions influenced jointly by private incentives and social interactions. Data were obtained from the 2019 Ghana Malaria Indicator Survey (GMIS), which included 3,004 women. Analysis showed that 93.54% of respondents intended to vaccinate their children, whereas 6.45% did not. Among those in favour, 72.10% had received formal education, while 27.90% had not; 40.10% were aware of the malaria vaccine, whereas 56.90% were unaware. Among respondents who did not intend to vaccinate, 78.35% were educated and 21.65% were uneducated; 28.87% were aware of the vaccine, while 71.13% lacked prior awareness. In the absence of social interactions, factors such as education, vaccine awareness, and place of residence were associated with vaccination decisions. Rural women with some education demonstrated a modest increase (1.62%) in intrinsic motivation, indicating a positive association between education and vaccination. When social interactions were incorporated, educational attainment and vaccine awareness exhibited significant associations with vaccination choices. Notably, the interaction strength among urban educated women yielded a negative estimate (

Indexed as

Choice BehaviorDecision MakingHealth Knowledge, Attitudes, PracticeMalariaMalaria VaccinesSocial ClassVaccinationAdolescentAdultFemaleGhanaHumansMiddle AgedSocioeconomic FactorsYoung AdultMalaria VaccinesExternal fieldMalaria vaccineOrdinary least squaresPartial least squaresSocial interaction

Identifiers

PMID41199256
PMCPMC12590847

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.