Evidence map›Paper›PMID 42016481›Full record

ArticleGeoHealth2026

Climate Change Projected to Worsen Global Economic Inequality Due To Lost Worker Productivity.

Bing Yang Tan, Lianjun Li, Tord Kjellstrom, Matthias Otto, Bruno Lemke, Wenjia Cai, Mengzhen Zhao, Jason Kai Wei Lee

Abstract read
In one paragraph

Article in GeoHealth, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

8 authors.

Bing Yang TanHeat Resilience and Performance Centre Yong Loo Lin School of Medicine National University of Singapore Singapore.ORCID https://orcid.org/0000-0001-8621-5923
Lianjun LiUniversity of Science and Technology of China Hefei China.ORCID https://orcid.org/0009-0000-7344-2916
Tord KjellstromHealth and Environment International Trust Mapua New Zealand.
Matthias OttoNelson Marlborough Institute of Technology Nelson New Zealand.ORCID https://orcid.org/0000-0002-1274-8820
Bruno LemkeNelson Marlborough Institute of Technology Nelson New Zealand.
Wenjia CaiDepartment of Earth System Science Tsinghua University Beijing China.
Mengzhen ZhaoSchool of Management and Economics Beijing Institute of Technology Beijing China.
Jason Kai Wei LeeHeat Resilience and Performance Centre Yong Loo Lin School of Medicine National University of Singapore Singapore.ORCID https://orcid.org/0000-0003-4042-795X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Climate change and economic inequality are two major related global challenges, and one way climate change worsens inequality is by making heat-exposed workers less productive. While studies find hot and humid regions will lose the most productivity, it is difficult to draw direct conclusions about global economic inequality because both higher and lower-income countries are located in the tropics. We use epidemiological studies of the heat-productivity relationship to examine inequality between countries in a warmer future, with a focus on tropical regions. Climate change will cause significant heat-related productivity losses, particularly in agriculture, which mainly affect lower-income countries. This worsens global economic inequality, and increased future emissions will leave countries even less equal. We also find that inequality in the tropics will get worse even though climatic shifts are relatively similar among tropical countries, because lower-income economies are more dependent on heat-exposed outdoor work. Since labor productivity contributes to wages and economic output, our results suggest that unabated climate change will slow the development of lower-income countries, particularly if efforts are not made to help workers adapt.

Identifiers

PMID42016481
PMCPMC13093684

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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 OpenQuestion graph.