Evidence map›Paper›PMID 32883279›Full record

Trial reportBMC medicine2020

Cost-effectiveness of a lifestyle intervention in high-risk individuals for diabetes in a low- and middle-income setting: Trial-based analysis of the Kerala Diabetes Prevention Program.

Thirunavukkarasu Sathish, Brian Oldenburg, Kavumpurathu R Thankappan, Pilvikki Absetz, Jonathan E Shaw, Robyn J Tapp, Paul Z Zimmet, Sajitha Balachandran, Suman S Shetty, Zahra Aziz and 1 more

Open access · goldAbstract readRandomized Controlled Trial
In one paragraph

Trial report in BMC medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed, 2 pooled it
4.3field-weighted citation impact, top 4% of its field
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

22 citing papers in PubMed, 2 syntheses or guidelines pooled it, 34 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
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  7. Review
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  11. Review
  12. Multimorbidity Management: A Scoping Review of Interventions and Health Outcomes.International journal of environmental research and public health · 2025
    Article
  13. Observational
  14. Review
  15. Review
  16. Cost-effectiveness ofGlobal health action · 2023
    Article
  17. Article
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  19. Article
  20. Prevention of Type 2 Diabetes.Endocrinology and metabolism clinics of North America · 2021
    Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors at 5 institutions in 5 countries.

Thirunavukkarasu SathishMelbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia. speaktosat@gmail.com.ORCID 0000-0002-2016-4964
Brian OldenburgMelbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia.
Kavumpurathu R ThankappanAchutha Menon Centre for Health Science Studies, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, Kerala, India.
Pilvikki AbsetzDepartment of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland.
Jonathan E ShawBaker Heart and Diabetes Institute, Melbourne, Australia.
Robyn J TappMelbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia.
Paul Z ZimmetCentral Clinical School, Monash University, Melbourne, UK.
Sajitha BalachandranAchutha Menon Centre for Health Science Studies, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, Kerala, India.
Suman S ShettyMelbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia.
Zahra AzizMelbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia.
Ajay MahalMelbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia.
The University of Melbourne · AUBaker Heart and Diabetes Institute · AUSree Chitra Thirunal Institute for Medical Sciences and Technology · INTampere University · FIUniversity of Kerala · IN

Funding

Building the Asian NCoD Research Network for Regional Research CapacityD43TW008332 · FIC · MONASH UNIVERSITY · PI FISHER, EDWIN B, KADIR, KHALID · 2010 to 2014
$1.0M
FIC NIH HHS D43 TW008332National Health and Medical Research Council 1005324
6 · The paper itself

Abstract

backgroundData on the cost-effectiveness of lifestyle-based diabetes prevention programs are mostly from high-income countries, which cannot be extrapolated to low- and middle-income countries. We performed a trial-based cost-effectiveness analysis of a lifestyle intervention targeted at preventing diabetes in India.

methodsThe Kerala Diabetes Prevention Program was a cluster-randomized controlled trial of 1007 individuals conducted in 60 polling areas (electoral divisions) in Kerala state. Participants (30-60 years) were those with a high diabetes risk score and without diabetes on an oral glucose tolerance test. The intervention group received a 12-month peer-support lifestyle intervention involving 15 group sessions delivered in community settings by trained lay peer leaders. There were also linked community activities to sustain behavior change. The control group received a booklet on lifestyle change. Costs were estimated from the health system and societal perspectives, with 2018 as the reference year. Effectiveness was measured in terms of the number of diabetes cases prevented and quality-adjusted life years (QALYs). Three times India's gross domestic product per capita (US$6108) was used as the cost-effectiveness threshold. The analyses were conducted with a 2-year time horizon. Costs and effects were discounted at 3% per annum. One-way and multi-way sensitivity analyses were performed.

resultsBaseline characteristics were similar in the two study groups. Over 2 years, the intervention resulted in an incremental health system cost of US$2.0 (intervention group: US$303.6; control group: US$301.6), incremental societal cost of US$6.2 (intervention group: US$367.8; control group: US$361.5), absolute risk reduction of 2.1%, and incremental QALYs of 0.04 per person. From a health system perspective, the cost per diabetes case prevented was US$95.2, and the cost per QALY gained was US$50.0. From a societal perspective, the corresponding figures were US$295.1 and US$155.0. For the number of diabetes cases prevented, the probability for the intervention to be cost-effective was 84.0% and 83.1% from the health system and societal perspectives, respectively. The corresponding figures for QALY gained were 99.1% and 97.8%. The results were robust to discounting and sensitivity analyses.

conclusionsA community-based peer-support lifestyle intervention was cost-effective in individuals at high risk of developing diabetes in India over 2 years.

trial registrationThe trial was registered with Australia and New Zealand Clinical Trials Registry ( ACTRN12611000262909 ). Registered 10 March 2011.

Indexed as

Life StyleAdultCost-Benefit AnalysisCounselingDiabetes Mellitus, Type 2FemaleHealth Care CostsHumansIndiaMaleMiddle AgedPovertyRisk FactorsCost-effectivenessCost-utilityDiabetesLifestyle interventionPrevention

Identifiers

PMID32883279
PMCPMC7472582
OpenAlexW3083573925

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.