Evidence map›Paper›PMID 42403577›Full record

ArticleBMJ public health2026

Building heat resilience through district-wide training of frontline health workers in India: a pre-post evaluation of the climate care champions programme in Ananthapuramu district.

Cecilia Sorensen, Danielly de P Magalhães, Michelle DePhillips, Nymisha Herrera Nimmagadda, James Sullivan, Vedika Tikmani, Kristie Hadley, Hannah N W Weinstein, Nithya Shree, Umashankar K and 3 more

Abstract read
In one paragraph

Article in BMJ 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
–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

13 authors.

Cecilia SorensenGlobal Consortium on Climate and Health Education, Columbia University, New York, New York, USA.
Danielly de P MagalhãesGlobal Consortium on Climate and Health Education, Columbia University, New York, New York, USA.
Michelle DePhillipsGlobal Consortium on Climate and Health Education, Columbia University, New York, New York, USA.
Nymisha Herrera NimmagaddaClimate x Health, Swasti, Bengaluru, India.
James SullivanGlobal Consortium on Climate and Health Education, Columbia University, New York, New York, USA.
Vedika TikmaniClimate x Health, Swasti, Bengaluru, India.
Kristie HadleyGlobal Consortium on Climate and Health Education, Columbia University, New York, New York, USA.
Hannah N W WeinsteinGlobal Consortium on Climate and Health Education, Columbia University, New York, New York, USA.ORCID https://orcid.org/0000-0001-8409-4654
Nithya ShreeClimate x Health, Swasti, Bengaluru, India.
Umashankar KClimate x Health, Swasti, Bengaluru, India.
Syama B SyamEvidence to Impact, Swasti, Bengaluru, India.
Margareth O'DonnellGlobal Consortium on Climate and Health Education, Columbia University, New York, New York, USA.
Angela ChaudhuriClimate x Health, Swasti, Bengaluru, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Extreme heat is a growing public health emergency in India, with rural and low-income communities most at risk. Early symptoms are often overlooked, delaying care and increasing mortality risk. Frontline health workers (FHWs) are critical for prevention and early intervention yet major knowledge and preparedness gaps persist. This study aimed to evaluate a district-wide training programme designed to improve FHWs' knowledge and confidence in identifying, managing and preventing heat-related illnesses. Methods: The Climate Care Champions Programme (CCCP) was designed to strengthen the capacity of FHWs to detect, manage and prevent heat-related illnesses. In February 2025, a 2-day Training of Trainers workshop prepared 90 trainers from Ananthapuramu District, Andhra Pradesh, India, who went on to train 2266 FHWs across 76 primary health centres, reaching an estimated 4.5 million residents. A baseline household survey (n=1007, including 241 FHWs) explored knowledge and perception before the training. Longitudinal surveys evaluated confidence and knowledge among trainers and trainees in four heat-vulnerable blocks. Results: Although 70% of FHWs reported prior climate-health training and most expressed confidence in providing preventive advice, knowledge deficits were identified. During CCCP, a longitudinal evaluation revealed improvements in knowledge: recognition of early symptoms increased from 19% to 70%, severe symptoms from 42% to 95% and infant-specific signs from 32% to 89%. Misconceptions around first-aid priorities were corrected, and confidence rose across all domains. Data from 1453 FHWs confirmed effective knowledge transfer across the cascade training model, particularly in protective actions (+29.5%) and understanding heat-illness aetiologies (+18.6%). Conclusion: These results demonstrate that localised, evidence-based training can strengthen frontline health worker capacity and close critical knowledge gaps. Scaling such programmes-supported by policy, infrastructure and sustained government commitment-is essential to protect health, reduce inequalities and strengthen community resilience in the face of escalating extreme heat.

Indexed as

Community HealthHealth PersonnelPreventive MedicinePublic Health

Identifiers

PMID42403577
PMCPMC13331097

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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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.