Evidence map›Paper›PMID 41712633›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Temperature and sex ratios at birth.

Jasmin Abdel Ghany, Joshua Wilde, Anna Dimitrova, Ridhi Kashyap, Raya Muttarak

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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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.

Jasmin Abdel GhanyNuffield College, University of Oxford, Oxford OX1 1NF, United Kingdom.ORCID 0009-0001-3264-5802
Joshua WildeNuffield College, University of Oxford, Oxford OX1 1NF, United Kingdom.
Anna DimitrovaBarcelona Institute for Global Health, Barcelona 08036, Spain.ORCID 0000-0003-2715-9276
Ridhi KashyapNuffield College, University of Oxford, Oxford OX1 1NF, United Kingdom.ORCID 0000-0003-0615-2868
Raya MuttarakDepartment of Statistical Sciences, University of Bologna, Bologna F9X2+3V, Italy.ORCID 0000-0003-0627-4451

Funding

EC | European Research Council (ERC) 101002973Leverhulme Trust (The Leverhulme Trust) Grant RC-2018-003UK Research and Innovation (UKRI) EP/Y031172/1
6 · The paper itself

Abstract

Human sex ratios at birth (SRBs) shape population composition and are closely linked to maternal health and gender discrimination. In the context of environmental change, SRBs may theoretically be skewed by physiological or behavioral responses to exposure to extreme heat. However, evidence for this is limited. In this study, we estimate the effect of prenatal exposure to temperature on birth sex by linking survey data on 5 million live births in 33 sub-Saharan African countries and India with high-resolution temperature data. To distinguish between spontaneous and induced abortions, we exploit sociodemographic differentials, exposure timing, and regional differences in son preference. We find that days with a maximum temperature above 20 °C are negatively associated with male births in both regions. In sub-Saharan Africa, we observe fewer male births after high first-trimester temperature exposure, consistent with increased spontaneous abortions from maternal heat stress. This is particularly true for births by mothers in rural areas, with little formal education, and for higher birth orders. By contrast, in India, we find that second-trimester temperature exposure is associated with fewer male births, consistent with reductions in induced sex-selective abortions. As expected, these reductions are concentrated in high birth orders and older mothers. We also find large reductions in male births by sonless mothers in northern Indian states, where son preference is greater. These findings demonstrate that heat exposure harms maternal health, increases prenatal mortality, and influences family planning behavior, leading to a complex effect on SRBs.

Indexed as

Hot TemperatureSex RatioTemperatureAfrica South of the SaharaFemaleHumansIndiaMalePregnancyabortionextreme heatprenatal exposuresex ratios at birthtemperature

Identifiers

PMID41712633
PMCPMC12933076

What Socratic holds

Textmetadata
LicenceCC BY
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.