Evidence map›Paper›PMID 39885646›Full record

ArticleEpidemiology and infection2025

Impact of temperatures on malaria incidence in vulnerable regions of Pakistan: empirical evidence and future projections.

Syeda Hira Fatima, Farrah Zaidi, Javeria Rafiq, Dinesh Bhandari, Asad Ali, Peng Bi

Abstract read
In one paragraph

Article in Epidemiology and infection, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

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

6 authors.

Syeda Hira FatimaGlobal Ecology, Partuyarta Ngadluku Wardli Kuu, College of Science and Engineering, Flinders University, Adelaide, South Australia, Australia.ORCID 0000-0002-7180-4722
Farrah ZaidiZoology Department, Peshawar University, Peshawar, Khyber Pakhtunkhwa, Pakistan.
Javeria RafiqZoology Department, Peshawar University, Peshawar, Khyber Pakhtunkhwa, Pakistan.
Dinesh BhandariSchool of Public Health, The University of Adelaide, Adelaide, South Australia, Australia.
Asad AliStatistics Department, Institute of Space Technology, Islamabad, Pakistan.
Peng BiSchool of Public Health, The University of Adelaide, Adelaide, South Australia, Australia.ORCID 0000-0002-3238-3427

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Malaria remains a major health challenge in developing countries, with climate change intensifying its impact. Pakistan is among the most vulnerable nations. This study examines the relationship between temperature and malaria cases in two highly affected districts, Bannu and Lakki Marwat, to inform climate-adaptive interventions.We analyzed monthly malaria cases (2014-2022) from the Integrated Vector Control/Malaria Control Program in Khyber Pakhtunkhwa, combined with gridded meteorological data from Copernicus ERA5-Land. Time-series analysis using distributed lag nonlinear models and quasi-Poisson regression was applied to assess the associations.The findings suggest that as temperatures exceed 22.4°C, malaria transmission increases by 9 to 10% for every 1°C rise in both districts. In Bannu, up to 39.8% of reported malaria cases could be attributed to heat, while in Lakki Marwat, 54.1% of cases were attributable to heat. Under high emission scenarios, heat-related malaria cases could increase by 0.8 to 3.5% by the 2060s. Relationship between temperature and malaria transmission is complex and is influenced by environmental factors such as precipitation and humidity.Given Pakistan's limited healthcare infrastructure, addressing climate-driven malaria risks is urgent. Recent severe floods and malaria surges highlight the need for climate adaptation measures and strengthened healthcare systems to enhance community resilience.

Indexed as

Hot TemperatureMalariaTemperatureClimate ChangeHumansIncidencePakistanclimateepidemiologyheatlow and middle-income countriesmalaria

Identifiers

PMID39885646
PMCPMC11869077

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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.