ReviewInternational journal of behavioral medicine2012
Prevention of type 2 diabetes and its complications in developing countries: a review.
Review in International journal of behavioral medicine, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers, 7 of them syntheses that pooled 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.
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.
Who cites it
55 citing papers in PubMed, 7 syntheses or guidelines pooled it, 144 citations in OpenAlex.
- Effect of passive smoking exposure on risk of type 2 diabetes: a systematic review and meta-analysis of prospective cohort studies.Frontiers in endocrinology · 2023Pooled it
- Lifestyle interventions for type 2 diabetes management among migrants and ethnic minorities living in industrialized countries: a systematic review and meta-analyses.BMJ open diabetes research & care · 2021Pooled it
- Hesperidin supplementation has no effect on blood glucose control: A systematic review and meta-analysis of randomized controlled clinical trials.British journal of clinical pharmacology · 2020Pooled it
- Barriers and Strategies to Lifestyle and Dietary Pattern Interventions for Prevention and Management of TYPE-2 Diabetes in Africa, Systematic Review.Journal of diabetes research · 2020Pooled it
- The effect of community-based programs on diabetes prevention in low- and middle-income countries: a systematic review and meta-analysis.Globalization and health · 2019Pooled it
- Incorporating patients' perspectives into the initial stages of core outcome set development: a rapid review of qualitative studies of type 2 diabetes.BMJ open diabetes research & care · 2019Pooled it
- Self-management of diabetes in Sub-Saharan Africa: a systematic review.BMC public health · 2018Pooled it
- Evaluation of an adapted version of the Diabetes Prevention Program for low- and middle-income countries: A cluster randomized trial to evaluate "Lifestyle Africa" in South Africa.PLoS medicine · 2022Trial
- Community groups or mobile phone messaging to prevent and control type 2 diabetes and intermediate hyperglycaemia in Bangladesh (DMagic): a cluster-randomised controlled trial.The lancet. Diabetes & endocrinology · 2019Trial
- Trial
- Randomised-controlled trial of a web-based dietary intervention for patients with type 2 diabetes: changes in health cognitions and glycemic control.BMC public health · 2018Trial
- Trial
- 2021 Clinical Practice Guidelines on Periodic Health Examination.Acta medica Philippina · 2026Article
- Therapeutic Inertia in Type 2 Diabetes in Indian Primary Care: A Scoping Review.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Review
- Impact of Motivational Interviewing Education on General Practitioners' and Trainees' Learning and Diabetes Outcomes in Primary Care: Mixed Methods Study.JMIR medical education · 2025Article
- Review
- Dietary assessment using a novel image-voice-based system indicates nutrient inadequacies in Cambodian women's dietary intake.Journal of nutritional science · 2025Observational
- Type 2 diabetes attributable to ambient particulate matter pollution: a global burden study from 1990 to 2019.Frontiers in public health · 2024Article
- Strains ofBMJ open diabetes research & care · 2023Article
- Adapting and Developing A Diabetes Prevention Intervention Programme for South Africa: Curriculum and Tools.International journal of environmental research and public health · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundType 2 diabetes mellitus (T2DM) is a significant global public health problem affecting more than 285 million people worldwide. Over 70% of those with T2DM live in developing countries, and this proportion is increasing annually. Evidence suggests that lifestyle and other nonpharmacological interventions can delay and even prevent the development of T2DM and its complications; however, to date, programs that have been specifically adapted to the needs and circumstances of developing countries have not been well developed or evaluated. PURPOSE: The purpose of this article is to review published studies that evaluate lifestyle and other non-pharmacological interventions aimed at preventing T2DM and its complications in developing countries.
methodsWe undertook an electronic search of MEDLINE, PubMed, and EMBASE with the English language restriction and published until 30 September 2009.
resultsNine relevant publications from seven studies were identified. The reported interventions predominantly used counseling and educational methods to improve diet and physical activity levels. Each intervention was found to be effective in reducing the risk of developing T2DM in people with impaired glucose tolerance, and improving glycemic control in people with T2DM.
conclusionsThe current evidence concerning the prevention of T2DM and its complications in developing countries has shown reasonably consistent and positive results; however, the small number of studies creates some significant limitations. More research is needed to evaluate the benefits of low-cost screening tools, as well as the efficacy, cost-effectiveness, and sustainability of culturally appropriate interventions in such countries.
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Registered trials
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.