SynthesisInternational journal of environmental research and public health2022
Economic Evaluation of Health Behavior Interventions to Prevent and Manage Type 2 Diabetes Mellitus in Asia: A Systematic Review of Randomized Controlled Trials.
Synthesis in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis 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
13 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Effectiveness of GLP-1 RAs and SGLT2 inhibitors in preventing T2DM in high-risk patients: an updated systematic review and meta-analysis.Frontiers in clinical diabetes and healthcare · 2025Pooled it
- Trial
- Health economic evaluation alongside randomised clinical trial of a health behaviour intervention to manage type 2 diabetes in Nepal.Global health research and policy · 2024Trial
- Nurse-Led Telephone Program for Nonadherent to Treatment Type 2 Diabetics With Comorbid Depression: A Cost-Consequence and Budget Impact Analysis.Journal of nursing management · 2024Trial
- Association of hospitalization costs with demographic, socioeconomic, and lifestyle characteristics: Population-based study in Sao Paulo city, Brazil, 2003-2015.Health policy OPEN · 2026Article
- Effect of Digital Tools on the Knowledge and Performance of Frontline Health Workers For Diabetes Control in Myanmar: Cost-Effective Analysis and Quasi Experimental Study.JMIR nursing · 2025Article
- Implementing a localized health promotion model in diabetic patients: a field trial.Journal of diabetes and metabolic disorders · 2025Article
- Long-term cost-effectiveness of health behaviour intervention to manage type 2 diabetes in Nepal.BMC medicine · 2025Article
- Ahmedabad declaration: A framework to combat growing epidemic of young-onset type 2 diabetes in Asia.Diabetes & metabolic syndrome · 2025Review
- Bidirectional relationship between diabetes mellitus and depression: Mechanisms and epidemiology.World journal of psychiatry · 2024Article
- Prevalence, awareness, treatment and control of type 2 diabetes in southeast China: A population-based study.Journal of diabetes investigation · 2024Article
- Feasibility of prevention of type 2 diabetes in low- and middle-income countries.Diabetologia · 2024Review
- A systematic review of the economic burden of diabetes mellitus: contrasting perspectives from high and low middle-income countries.Journal of pharmaceutical policy and practice · 2024Review
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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Health behavior interventions implemented in Asian countries often lack economic evaluations that effectively address the problems of type 2 diabetes mellitus. This review systematically assessed the existing literature on economic evaluation of health behavior interventions to prevent and manage type 2 diabetes mellitus for people living in Asian countries. Eligible studies were identified through a search of six bibliographic databases, namely, PubMed, Scopus, Public Health Database by ProQuest, Cumulative Index to Nursing and Allied Health Literature Complete, Web of Science, and Google Scholar. Randomized controlled trials of health behavior interventions and studies published in the English language from January 2000 to May 2022 were included in the review. The search yielded 3867 records, of which 11 studies were included in the review. All included studies concluded that health behavior interventions were cost-effective. Eight of these studies undertook an evaluation from a health system perspective, two studies used both societal and health system perspectives, and one study utilized a societal and multi-payer perspective. This review identified the time horizon, direct and indirect medical costs, and discount rates as the most important considerations in determining cost effectiveness. These findings have implications in extending health behavior interventions to prevent and manage type 2 diabetes mellitus in low-resource settings, and are likely to yield the most promising outcomes for people with type 2 diabetes mellitus.
Indexed as
Identifiers
What Socratic holds
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 Socratic graph.