Evidence map›Paper›PMID 40404914›Full record

ArticleNature human behaviour2025

Inequality in infrastructure access and its association with health disparities.

Ying Tu, Bin Chen, Chuan Liao, Shengbiao Wu, Jiafu An, Chen Lin, Peng Gong, Bin Chen, Hong Wei, Bing Xu

Abstract read
In one paragraph

Article in Nature human behaviour, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

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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

10 authors.

Ying TuDepartment of Earth System Science, Ministry of Education Ecological Field Station for East Asian Migratory Birds, Institute for Global Change Studies, Tsinghua University, Beijing, China.ORCID http://orcid.org/0000-0002-2240-5389
Bin ChenFuture Urbanity & Sustainable Environment (FUSE) Lab, Division of Landscape Architecture, Faculty of Architecture, The University of Hong Kong, Hong Kong SAR, China. binley.chen@hku.hk.ORCID http://orcid.org/0000-0003-3496-2876
Chuan LiaoDepartment of Global Development, Cornell University, Ithaca, NY, USA. cl824@cornell.edu.ORCID http://orcid.org/0000-0001-5468-6894
Shengbiao WuFuture Urbanity & Sustainable Environment (FUSE) Lab, Division of Landscape Architecture, Faculty of Architecture, The University of Hong Kong, Hong Kong SAR, China.ORCID http://orcid.org/0000-0003-4569-6366
Jiafu AnInstitute for Climate and Carbon Neutrality, Urban Systems Institute, The University of Hong Kong, Hong Kong SAR, China.
Chen LinInstitute for Climate and Carbon Neutrality, Urban Systems Institute, The University of Hong Kong, Hong Kong SAR, China.ORCID http://orcid.org/0000-0003-4205-8633
Peng GongInstitute for Climate and Carbon Neutrality, Urban Systems Institute, The University of Hong Kong, Hong Kong SAR, China.ORCID http://orcid.org/0000-0003-1513-3765
Bin ChenSchool of Environment, Beijing Normal University, Beijing, China.ORCID http://orcid.org/0000-0002-5488-6850
Hong WeiDepartment of Earth System Science, Ministry of Education Ecological Field Station for East Asian Migratory Birds, Institute for Global Change Studies, Tsinghua University, Beijing, China.
Bing XuDepartment of Earth System Science, Ministry of Education Ecological Field Station for East Asian Migratory Birds, Institute for Global Change Studies, Tsinghua University, Beijing, China. bingxu@tsinghua.edu.cn.ORCID http://orcid.org/0000-0001-9159-2512

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Economic, social and environmental infrastructure forms a fundamental pillar of societal development. Ensuring equitable access to infrastructure for all residents is crucial for achieving the Sustainable Development Goals, yet knowledge gaps remain in infrastructure accessibility and inequality and their associations with human health. Here we generate gridded maps of economic, social and environmental infrastructure distribution and apply population-weighted exposure models and mixed-effects regressions to investigate differences in population access to infrastructure and their health implications across 166 countries. The results reveal contrasting inequalities in infrastructure access across regions and infrastructure types. Global South countries experience only 50-80% of the infrastructure access of Global North countries, whereas their associated inequality levels are 9-44% higher. Both infrastructure access and inequality are linked to health outcomes, with this relationship being especially pronounced in economic infrastructure. These findings underscore the necessity of informed decision-making to rectify infrastructure disparities for promoting human well-being.

Indexed as

Health InequitiesHealth Status DisparitiesGlobal HealthHumansSocioeconomic Factors

Identifiers

PMID40404914
PMCPMC12367552

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.