Evidence map›Paper›PMID 41455965›Full record

ArticleMalaria journal2025

Seasonal climate patterns and their impact on mosquito net use in Nigeria: evidence from repeated surveys.

Tarekegn A Abeku, Azuka Iwegbu, Saliu Ogunmola, Abiola O Oluwagbemiga

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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Article
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.

Tarekegn A AbekuMalaria Consortium, The Green House, 244-254 Cambridge Heath Road, London, E2 9DA, UK. t.abeku@malariaconsortium.org.
Azuka IwegbuMalaria Consortium, No 33 Pope John Paul, Off Gana Street, Maitama, Abuja, Nigeria.
Saliu OgunmolaMalaria Consortium, No 33 Pope John Paul, Off Gana Street, Maitama, Abuja, Nigeria.
Abiola O OluwagbemigaMalaria Consortium, No 33 Pope John Paul, Off Gana Street, Maitama, Abuja, Nigeria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Consistent use of insecticide-treated nets (ITNs) for malaria prevention has been a challenge undermining the intervention's effectiveness. Perceptions of heat and absence of mosquitoes are among the reasons cited for non-use of ITN in populations with access. We conducted repeated household surveys across seasons in Ondo State of Nigeria to investigate seasonal changes in ITN use rates and potential determinant factors. Five household surveys were conducted in different months before an ITN distribution campaign in December 2021 followed by post-campaign surveys in April 2022, and in June, August and October 2023. Temperature and precipitation estimates up to 60 days before each of the surveys were used to investigate the potential effects of seasonal factors on proportions of people using ITNs among those with access (use behaviour). The study found significant associations between climatic factors and ITN use, with increases in the rainy season and reductions in the hot, dry season. Temperature and precipitation were negatively and positively associated with ITN use among populations with access respectively, suggesting the effects of heat and potentially mosquito abundance and perceived risk of malaria. A mixed-effects regression showed that each 1 °C increase in mean temperature during the 30 days preceding surveys was associated with a 9 percentage point decrease in ITN use rate (p = 0.006). Rainfall showed a smaller but significant positive association with ITN use. Each additional 10 mm of rainfall 31-60 days before surveys increased use rate by 0.7 percentage points (p = 0.013). Higher proportions of low-SES households within study clusters and a greater number of nets per person were significantly associated with increased ITN use, independent of climatic influences. Although overall ITN use is largely determined by access, this study provides evidence that, among populations with access, usage is further influenced by a complex interplay of multiple factors and climatic fluctuations. While previous research has explored associations between climate and ITN use, this study strengthens the evidence through state-level, repeated, within-population serial cross-sectional observations. The findings indicate that seasonal variations in rainfall and temperature are key determinants of ITN use behaviour. These patterns should inform the design of behaviour change communication strategies, as well as the timing of distribution campaigns and evaluation surveys. Interpretations of ITN use survey data should account for seasonal effects.

Indexed as

ClimateInsecticide-Treated BednetsMalariaMosquito ControlSeasonsAdolescentAdultFemaleHumansMaleMiddle AgedNigeriaRainYoung Adult

Identifiers

PMID41455965
PMCPMC12853730

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.