Evidence map›Paper›PMID 42094743›Full record

ArticleThe journal of climate change and health

Climate change and public health research ethics in low- and middle-income countries: A systematic literature review.

Majid Ali Tahir, Hafiz Suboor Ul Hassan, Omera Naseer, Hassan Nawaz Lalee, Mumtaz Ali Khan, Nadia Nisar, Rabyia Zaheer, Wasay Munir, Shahbaz Ahmad Zakki, Ijaz Ul Haq and 4 more

Abstract read
In one paragraph

Article in The journal of climate change and health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

14 authors.

Majid Ali TahirCenter for Disease Control (CDC), National Institute of Health, Islamabad, (44000) Pakistan.
Hafiz Suboor Ul HassanNational Institute of Health, Islamabad, (44000) Pakistan.
Omera NaseerCenter for Disease Control (CDC), National Institute of Health, Islamabad, (44000) Pakistan.
Hassan Nawaz LaleeNational Institute of Health, Islamabad, (44000) Pakistan.
Mumtaz Ali KhanCenter for Disease Control (CDC), National Institute of Health, Islamabad, (44000) Pakistan.
Nadia NisarNational Institute of Health, Islamabad, (44000) Pakistan.
Rabyia ZaheerCenter for Disease Control (CDC), National Institute of Health, Islamabad, (44000) Pakistan.
Wasay MunirCMH College, Sialkot, Health Department Punjab, Pakistan.
Shahbaz Ahmad ZakkiDepartment of Public Health & Nutrition, The University of Haripur, KP, Pakistan.
Ijaz Ul HaqDepartment of Clinical Nutrition, College of Applied Medical Sciences, King Faisal University, Al-Ahsa, Saudi Arabia.
Mazhar NisarNational Institute of Health, Islamabad, (44000) Pakistan.
Muhammad IshaqDepartment of Community Health, Saidu Medical College, Swat, Pakistan.
Izza ShuaibDepartment of Public Health, Health Services Academy, Islamabad, Pakistan.
Muhammad SalmanNational Institute of Health, Islamabad, (44000) Pakistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Climate change poses significant public health challenges, particularly in low- and middle-income countries (LMICs), where ethical considerations are critical for equitable research. This systematic review synthesizes existing knowledge on climate change, public health, and research ethics in LMICs to identify key themes and research gaps. Methods: A systematic search of PubMed and Medline (2001-2024) identified 643 articles, of which 86 met inclusion criteria. Studies were thematically synthesized, and keyword co-occurrence mapping and cluster analysis were used to explore associations between health and ethical themes. Data visualization, including keyword co-occurrence mapping and hierarchical clustering, was performed to highlight thematic associations and research gaps. Results: Out of 86 studies 53.48 % were were published after the year 2022. Research is predominantly focused on mortality, outbreaks, and epidemics, mostly associated in ethical contextss such as community rights and beneficence. Associations were strongest between "Rights and Liberties" and "Community Rights." However, ethical considerations were inconsistently integrated, with equity and justice particularly underrepresented in studies on non-communicable diseases and maternal health. Most of the studies relied on secondary data, reflecting gaps in localized, context-specific evidence. Geographically, South Asia and parts of Africa were represented, while Southeast Asia and Latin America were markedly underrepresented despite major climate-related health risks. Conclusion: This review highlights increasing research interests in climate change and health but identifies gaps in ethical frameworks and LMIC representation. Strengthening research agendas with context-specific ethical considerations and prioritizing vulnerable populations is essential for equitable health responses towards climate change in resource-limited settings.

Indexed as

Climate changeEpistemic justiceEthical considerationsHealth equityLow- and middle-income countriesPublic health

Identifiers

PMID42094743
PMCPMC13141464

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 Socratic graph.