Evidence map›Paper›PMID 41039589›Full record

ArticleMalaria journal2025

Malaria in pregnancy: a holistic exploration of synergistic association through environmental, sociocultural, and socioeconomic lenses in Pru east municipality, Ghana.

Dennis Bardoe, Daniel Hayford, Robert Bagngmen Bio, Ernest Osei

Abstract read
In one paragraph

Article in Malaria journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Malaria Epidemiology andTropical medicine and infectious disease · 2026
    Article
  2. Article
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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

4 authors.

Dennis BardoeDepartment of Public Health Education, Akenten Appiah-Menka University of Skills Training and Entrepreneurial Development, Mampong, Ghana. izyanjr@gmail.com.
Daniel HayfordDepartment of Integrated Science Education, Akenten Appiah-Menka University of Skills Training and Entrepreneurial Development, Mampong, Ghana.
Robert Bagngmen BioDepartment of Public Health Education, Akenten Appiah-Menka University of Skills Training and Entrepreneurial Development, Mampong, Ghana.
Ernest OseiDepartment of Public Health Education, Akenten Appiah-Menka University of Skills Training and Entrepreneurial Development, Mampong, Ghana.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMalaria in pregnancy (MiP) is responsible for several maternal and neonatal complications. Despite the renewed dedication towards elimination and eradication, it is still endemic in Ghana. Although previous studies have examined MiP from clinical or epidemiological standpoints, gaps remain in understanding the interactions between determinants of transmission. This study examined the synergistic association between environmental, sociocultural, and socioeconomic determinants of MiP.

methodsA cross-sectional study was conducted among 456 pregnant women in the Pru East Municipality from April to August 2024. Data were collected using serological screening and a structured, closed-ended questionnaire and were analysed with STATA 17 and IBM SPSS AMOS 29. Descriptive statistics, chi-square tests, logistic regression, confirmatory factor analysis (CFA) and structural equation modelling (SEM) were employed as part of statistical analyses. CFA and SEM were employed to validate multidimensional latent constructs and assess their interdependent and synergistic association within a single analytical framework. A significant level was set at (p < 0.05) at a 95% confidence interval (CI).

resultsOverall, the prevalence of MiP was 21.5% (95% CI 17.7-25.3), with Plasmodium falciparum (14.7%) being the most prevalent species. A co-infection by Plasmodium falciparum and Plasmodium malariae was also found at 3.5%. High Plasmodium parasitaemia was observed in 6.4% of infected women. Moreover, all factor loadings for the three determinants showed significance (p < 0.001) and a high internal consistency. The SEM also yielded good fitness (NFI 0.998, GFI 0.994, AGFI 0.996, CFI 0.984, RMSEA 0.048). Key environmental (proximity to stagnant water, refuse sites, Volta Lake, livestock shelters), sociocultural (spiritual attribution, illness confusion, plant repellents, outdoor sleeping), and socioeconomic (rural residence, delayed ANC initiation, limited media exposure, LLIN use, IPTp-SP uptake, health insurance) factors were strongly associated with MiP. Importantly, the structural model showed that these three domains were moderately to strongly correlated, confirming their synergistic influence on MiP.

conclusionMalaria control strategies should go beyond biomedical interventions to incorporate community-based environmental management, sociocultural engagement, and socioeconomic empowerment. Such a multidimensional approach is essential to achieving sustainable reductions in malaria burden among vulnerable populations and improving health outcomes.

Indexed as

MalariaMalaria, FalciparumPregnancy Complications, ParasiticAdolescentAdultCross-Sectional StudiesFemaleGhanaHumansPlasmodium falciparumPregnancyPrevalenceSocioeconomic FactorsYoung AdultConfirmatory factor analysis (CFA)DeterminantsMalaria in pregnancy (MiP)Maternal healthPlasmodium speciesPregnant womenPrevalenceStructural equation modelling (SEM)

Identifiers

PMID41039589
PMCPMC12492768

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LicenceCC BY-NC-ND
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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.