Evidence map›Paper›PMID 41918019›Full record

ArticleTrials2026

Improving primary healthcare for non-communicable diseases during annual flooding in Bihar, India: study protocol for a hybrid implementation-effectiveness parallel cluster randomised controlled trial.

Semira Manaseki-Holland, Tanvir Ahmed, Ratna Amrit, Steven Blackburn, Sunny Borgohain, Nupur Bose, Dorairaj Prabhakaran, Ashok Ghosh, Sheila Greenfield, Shasha Han and 22 more

Abstract readClinical Trial Protocol
In one paragraph

Article in Trials, 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

32 authors.

Semira Manaseki-HollandDepartment of Applied Health Sciences, University of Birmingham, Birmingham, UK.
Tanvir AhmedDepartment of Applied Health Sciences, University of Birmingham, Birmingham, UK.
Ratna AmritAnugrah Narayan College, Patliputra University, Bihar, India.
Steven BlackburnDepartment of Applied Health Sciences, University of Birmingham, Birmingham, UK.
Sunny BorgohainDoctors For You, Bihar, India.
Nupur BoseAnugrah Narayan College, Patliputra University, Bihar, India.
Dorairaj PrabhakaranCentre for Chronic Diseases, New Delhi, India.
Ashok GhoshMahavir Cancer Sansthan and Research Centre, Bihar, India.
Sheila GreenfieldDepartment of Applied Health Sciences, University of Birmingham, Birmingham, UK.
Shasha HanSchool of Geography, Earth and Environmental Sciences, University of Birmingham, Birmingham, UK.
Linju JosephDepartment of Applied Health Sciences, University of Birmingham, Birmingham, UK.
Rachel JordanDepartment of Applied Health Sciences, University of Birmingham, Birmingham, UK.
Sue JowettDepartment of Applied Health Sciences, University of Birmingham, Birmingham, UK.
Stefan KrauseSchool of Geography, Earth and Environmental Sciences, University of Birmingham, Birmingham, UK.
Nishant KumarHomi Bhabha Cancer Hospital and Research Centre, Bihar, India.
Suresh MunuswamyHi Rapid Lab, Private Limited, Hyderabad, India.
Poornima PrabhakaranCentre for Chronic Diseases, New Delhi, India.
Gavin RoudgeDepartment of Applied Health Sciences, University of Birmingham, Birmingham, UK.
Benjamin RyanThomas F. Frist, Jr. College of Medicine, Belmont University, Nashville, USA.
Ajay Kumar ShahiState Health Society, Bihar, India.
Rahul ShidhayePravara Institute of Medical Sciences, Maharashtra, India.
Ravikant SinghHomi Bhabha Cancer Hospital and Research Centre, Bihar, India.
Manu Muraleedharan SarojiniNational Programme for Climate Change and Human Health, Kerala, India.
Tulika SinghState Health Society, Bihar, India.
Ashuthosh SharmaIndian Institute of Technology, Roorkee, India.
Alice SitchDepartment of Applied Health Sciences, University of Birmingham, Birmingham, UK.
Jissa Vinoda ThulaseedharanSree Chitra Tirunal Institute for Medical Sciences and Technology, Kerala, India.
Jacqueline Y ThompsonDepartment of Applied Health Sciences, University of Birmingham, Birmingham, UK.
Martin WidmannSchool of Geography, Earth and Environmental Sciences, University of Birmingham, Birmingham, UK.
Brijesh Kumar YadavIndian Institute of Technology, Roorkee, India.
Panniyammakal JeemonSree Chitra Tirunal Institute for Medical Sciences and Technology, Kerala, India. jeemon@sctimst.ac.in.ORCID http://orcid.org/0000-0003-4172-4307
FUSION collaborative group

Funding

National Institute for Health and Care Research NIHR204871
6 · The paper itself

Abstract

backgroundNon-communicable diseases (NCDs) cause 4.7 million deaths annually in India. Floods increasingly disrupt NCD care, especially in Bihar, one of India's most flood-prone and socioeconomically disadvantaged states. This study aims to strengthen the capacity of the community and primary healthcare systems to improve NCD outcomes during annual flooding in Bihar.

methodsWe describe a type II, hybrid implementation-effectiveness parallel cluster randomised controlled trial with an embedded qualitative process evaluation. A multi-component, co-developed intervention targeting primary care and community settings will be implemented and evaluated over two flood seasons in 26 flood-prone community development blocks in three districts of Bihar. Normalisation Process Theory (NPT) will guide the interpretation and adaptation of the intervention for broader applicability. Data will be collected through baseline and follow-up cross-sectional surveys conducted immediately after and 6 months following each annual flood season. Mixed-methods implementation and effectiveness outcomes will be evaluated using the RE-AIM-QuEST (Reach, Effectiveness, Adoption, Implementation, and Maintenance, Qualitative Evaluation for Systematic Translation) framework. Co-primary outcomes are patient medication adherence and availability of a flood-proof kit with medication and clinical handover information during floods. A preliminary health economic evaluation will estimate the cost-effectiveness of the intervention from a healthcare and societal perspective, with and without the use of early-warning flood forecasting.

conclusionThe FUSION (Floods, UnderStanding clImate change and nON communicable disease) trial will generate evidence on effective and scalable strategies to enhance health system and community resilience for the continuity of NCD care during recurrent flooding in India. Findings will inform public health policy and disaster preparedness efforts in similar resource-constrained, climate-vulnerable settings.

trial registrationCTRI/2025/07/092055 [Registered on 30/07/2025] http://www.ctri.nic.in/Clinicaltrials/pmaindet2.php?trialid=138142 ; ISCTRN18019775 [Registered on 12/08/2025] https://www.isrctn.com/ISRCTN18019775.

Indexed as

Community Health ServicesFloodsNoncommunicable DiseasesPrimary Health CareCost-Benefit AnalysisCross-Sectional StudiesHumansIndiaRandomized Controlled Trials as TopicResearch DesignTime FactorsFloodsHealth systems resilienceNon-communicable disease managementPreparedness

Identifiers

PMID41918019
PMCPMC13159348

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.