Evidence map›Paper›PMID 42368921›Full record

ArticleFrontiers in public health2026

Climate-induced vulnerability and health outcomes in urban Bangladesh: the mediating role of psychological stress.

Yu Xunda, Konstantin Moskalenko, Mohammad Anisur Rahaman, Natalia Taranova, Md Rakibul Islam

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. 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
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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

5 authors.

Yu XundaDepartment of Government Administration, School of Public Affairs, Zhejiang University, Hangzhou, China.
Konstantin MoskalenkoDepartment of Government Administration, School of Public Affairs, Zhejiang University, Hangzhou, China.
Mohammad Anisur RahamanDepartment of Government Administration, School of Public Affairs, Zhejiang University, Hangzhou, China.
Natalia TaranovaDepartment of International Scientific Cooperation, Saint Petersburg State Pediatric Medical University, Saint Petersburg, Russia.
Md Rakibul IslamDepartment of Sociology, Gopalganj Science and Technology University, Gopalganj, Bangladesh.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Climate change poses growing risks to urban health, particularly in low-income informal settlements where exposure to environmental hazards is frequent and adaptive capacity is limited. However, the psychosocial mechanisms linking climate exposure to health outcomes remain underexplored. Objective: This study examines the relationship between climate exposure, psychological stress, and physical health outcomes, with a focus on the mediating role of stress among low-income urban populations in Dhaka, Bangladesh. Methods: A cross-sectional quantitative study was conducted using household survey data ( Results: Climate exposures, including heatwaves, flooding, and waterlogging, were highly prevalent and significantly associated with increased psychological stress. Regression and mediation analyses indicate that psychological stress partially mediates the relationship between climate vulnerability and adverse health outcomes, while direct effects remain significant. Socioeconomic disadvantage and poor housing conditions further amplify health risks. Conclusion: Climate change functions as both an environmental and psychosocial stressor in low-income urban settings. Integrated interventions addressing environmental exposure, mental health, and structural inequalities are essential to mitigate climate-related health risks.

Indexed as

Climate ChangeHealth StatusStress, PsychologicalUrban HealthUrban PopulationAdultBangladeshCross-Sectional StudiesFemaleHumansPovertyclimate change and healthclimate vulnerabilityinformal settlementspsychological stressurban health

Identifiers

PMID42368921
PMCPMC13294140

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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.