SynthesisInternational journal of environmental research and public health2020
A Systematic Review of the Economic Burden of Type 2 Diabetes in Malaysia.
Synthesis in International journal of environmental research and public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 4 of them syntheses that pooled it.
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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.
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Who cites it
45 citing papers in PubMed, 4 syntheses or guidelines pooled it, 76 citations in OpenAlex.
- Impact of COVID-19 Pandemic on Healthcare Utilization among Patients with Type 2 Diabetes Mellitus: A Systematic Review.International journal of environmental research and public health · 2023Pooled it
- The Effect of Yoga on Health-Related Fitness among Patients with Type 2 Diabetes Mellitus: A Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2022Pooled it
- Prevalence of type-2 diabetes and prediabetes in Malaysia: A systematic review and meta-analysis.PloS one · 2022Pooled it
- Medication Adherence of Persons with Type 2 Diabetes in Malaysia: A Scoping Review and Meta-Analysis.Journal of the ASEAN Federation of Endocrine Societies · 2022Pooled it
- A 7-year prospective analysis of sustained benefits of multicomponent risk assessment and data-driven care in patients with type 2 diabetes: The Malaysian JADE Program.Diabetes, obesity & metabolism · 2025Trial
- 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
- Exploring the Potential of Nuciferine in Diabetes ManagementCurrent medicinal chemistry · 2026Article
- Article
- Exploring Out-of-Pocket Costs and Health-Related Quality of Life among Patients with Cancer and Diabetes in Malaysia.The Malaysian journal of medical sciences : MJMS · 2025Article
- Global economic burden of diabetic related hypoglycemia: a systematic review of cost of illness studies.Health economics review · 2025Review
- The Economic Cost of Type 2 Diabetes in Indonesia: A Systematic Review.Iranian journal of public health · 2025Review
- Exploring the relationship between health knowledge, health literacy, self-care, self-efficacy, and glycemic control among adults with type 2 diabetes mellitus.World journal of diabetes · 2025Article
- Mapping evidence and identifying risks: A systematic scoping review of meal replacements in type 2 diabetes.World journal of diabetes · 2025Article
- Exploring the impact of mobile device use on mealtime distractions and its consequences for metabolic health: A narrative minireview.World journal of clinical cases · 2025Review
- Tailoring Educational Content for T2DM Patients: A Qualitative Study on Preferences for Interactive Multimedia Applications.Journal of the ASEAN Federation of Endocrine Societies · 2025Article
- Patient perspectives on continuous glucose monitoring system (CGMS) for diabetes in Malaysia: a vital voice in health technology assessment (HTA) informing decision-making.International journal of technology assessment in health care · 2025Article
- Adherence to diabetic self-care management and associated factors among type 2 diabetic patients in North Shewa Zone public hospitals in Amhara Region, Ethiopia.Frontiers in clinical diabetes and healthcare · 2025Article
- Development and validation of a Malay version questionnaire for assessing risk perception of type 2 diabetes (RPDM).PloS one · 2025Article
- Association of TNF-α polymorphisms rs1800629 (-308G>A) and rs361525 (-238G>A) with type 2 diabetes mellitus in the Punjabi population of Pakistan.Frontiers in endocrinology · 2025Article
- Prevalence and associated factors of high-level diabetes-related distress among patients with type 2 diabetes mellitus in northern Malaysian primary care settings: A cross-sectional study.Malaysian family physician : the official journal of the Academy of Family Physicians of Malaysia · 2025Article
Corrections and comments
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Authors and funding
10 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Diabetes causes significant disabilities, reduced quality of life and mortality that imposes huge economic burden on societies and governments worldwide. Malaysia suffers a high diabetes burden in Asia, but the magnitude of healthcare expenditures documented to aid national health policy decision-making is limited. This systematic review aimed to document the economic burden of diabetes in Malaysia, and identify the factors associated with cost burden and the methods used to evaluate costs. Studies conducted between 2000 and 2019 were retrieved using three international databases (PubMed, Scopus, EMBASE) and one local database (MyCite), as well as manual searches. Peer reviewed research articles in English and Malay on economic evaluations of adult type 2 diabetes conducted in Malaysia were included. The review was registered with PROSPERO (CRD42020151857), reported according to PRISMA and used a quality checklist adapted for cost of illness studies. Data were extracted using a data extraction sheet that included study characteristics, total costs, different costing methods and a scoring system to assess the quality of studies reviewed. The review identified twelve eligible studies that conducted cost evaluations of type 2 diabetes in Malaysia. Variation exists in the costs and methods used in these studies. For direct costs, four studies evaluated costs related to complications and drugs, and two studies were related to outpatient and inpatient costs each. Indirect and intangible costs were estimated in one study. Four studies estimated capital and recurrent costs. The estimated total annual cost of diabetes in Malaysia was approximately USD 600 million. Age, type of hospitals or health provider, length of inpatient stay and frequency of outpatient visits were significantly associated with costs. The most frequent epidemiological approach employed was prevalence-based (
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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.