Evidence map›Paper›PMID 41749131›Full record

ArticleBMC pregnancy and childbirth2026

Effect of non-optimal ambient temperature on preterm birth and its heterogeneity in various social sub-groups: a report from the Indo Gangetic Plains of India.

Aisurya Aswini Samal, Jagyenswar Rath, Jyoti Ghosal, Subha Sankar Das, Ambarish Dutta

Abstract read
In one paragraph

Article in BMC pregnancy and childbirth, 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
–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

5 authors.

Aisurya Aswini SamalIndian Institute of Public Health, Public Health foundation of India, Bhubaneswar, Odisha, 751013, India.
Jagyenswar RathIndian Institute of Public Health, Public Health foundation of India, Bhubaneswar, Odisha, 751013, India.
Jyoti GhosalIndian Institute of Public Health, Public Health foundation of India, Bhubaneswar, Odisha, 751013, India.
Subha Sankar DasMamta Health Institute for Mother and Child, New Delhi, India. das@mamtahimc.in.ORCID http://orcid.org/0000-0001-5647-0122
Ambarish DuttaIndian Institute of Public Health, Public Health foundation of India, Bhubaneswar, Odisha, 751013, India. ambarish.dutta@iiphb.org.ORCID http://orcid.org/0000-0002-4019-7472

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundProfound impact of meteorological variables on adverse pregnancy outcomes like preterm birth are known from evidence generated in high-income nations. But, a significant knowledge gap in this domain prevails in countries like India. Lack of local data, amidst tremendous regional heterogeneity of this relationship, impedes evidence-based localized policymaking. Therefore, we aimed to estimate the relationship between exposure to non-optimal temperature during pregnancy and the risk of preterm birth among Indian women living in the Indo-Gangetic Plains (IGP)—a highly climate-vulnerable, densely-populated, agrarian belt in the country with high poverty—and examine the relationship in different social sub-groups.

methodsData was from the National Family Health Survey-5 (NFHS-5), 2019–2021, comprising 36,851 women from middle and lower IGP: Uttar Pradesh, Bihar, and part of West Bengal who have given birth to a live child in last 5 years. Preterm birth was defined as live birth prior to 37 completed weeks of gestation. Monthly cluster-wise average temperature was arranged to construct the exposure to average gestational temperature (AGT). Non-linear AGT-preterm birth relationship was visualized and effects of exposure across quintiles of AGT were estimated after adjusting for socio-economic disadvantages.

resultThe 3rd quintile (25.9–26.5 °C) of AGT corresponded to lowest preterm birth risk, hence used as the reference category. All non-optimal quintiles showed greater risk of preterm birth. Adjusted Risk Ratios for 1st and 2nd quintiles were 2.26 (95% CI 2.07,2.46) and 1.07 (95% CI 0.96,1.18) and for 4th and 5th quintiles 1.26 (95% CI :1.14,1.39) and 2.26 (95% CI :2.07,2.46) respectively. The effects of exposure to cold AGT varied across rich/poor.

conclusionExposure to non-optimal AGT, both hot and cold, is associated with increased risk of preterm birth in the middle and lower IGP. Despite the relatively mild and shorter winter there, the significantly increased risk of preterm birth when women were exposed to colder AGT may be ascribed to hazardous air pollution in winter—a unique feature of this climate-vulnerable region — although this study could not empirically test pollution as a mediator, which remains a limitation. Poor were more intensely affected by colder AGT than their richer counterparts, perhaps because of their greater exposure to both indoor and outdoor environmental pollution during winter. The evidence points to a clear need for demand-targeted climate adaptation and air-quality reforms to protect pregnant women in the IGP, with priority attention to heightened cold-season risks faced by disadvantaged communities.

Indexed as

Hot TemperaturePremature BirthTemperatureAdultFemaleHumansIndiaInfant, NewbornPregnancyRisk FactorsSocial GroupYoung AdultAverage gestational temperatureIndiaIndo-Gangetic PlainNational Family Health SurveyPreterm birth

Identifiers

PMID41749131
PMCPMC13067431

What OpenQuestion 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 OpenQuestion graph.