ArticleBMC health services research2022
Economic Burden of Diabetic Mellitus Among Patients on Follow-up Care in Hospitals of Southwest Shewa Zone, Central Ethiopia.
Article in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 3 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
20 citing papers in PubMed, 3 syntheses or guidelines pooled it, 35 citations in OpenAlex.
- The effect of Tai Chi on glycemic control in type 2 diabetes mellitus: a meta-analysis of randomized controlled trials.Frontiers in endocrinology · 2025Pooled it
- Determinants of diabetic nephropathy among diabetic patients in Ethiopia: Systematic review and meta-analysis.PloS one · 2024Pooled it
- Prevalence of Glycemic Control and Factors Associated With Poor Glycemic Control: A Systematic Review and Meta-analysis.Inquiry : a journal of medical care organization, provision and financingPooled it
- A comparative study to assess the use of chromium in type 2 diabetes mellitus.Journal of medicine and life · 2023Trial
- Exploring the Socio-Economic Toll of Non-Communicable Diseases in Low-Resource Settings: Novel Evidence From Mozambique.The International journal of health planning and management · 2026Article
- Design, synthesis, biological evaluation, and in silico characterization of chalcone derivatives as antidiabetic hits.Scientific reports · 2026Article
- The effect of community-based health insurance on out-of-pocket expenditure among diabetic patients at hawassa university comprehensive specialized hospital: facility-based comparative cross-sectional study.BMC health services research · 2026Article
- Body mass index impact on health care utilization among people with diabetes in Jeddah, Saudi Arabia.Frontiers in public health · 2026Article
- Impacts of insulin storage and injection techniques intervention on glycemic control among patients with diabetes in northwest Ethiopia: a quasi-experimental study.Therapeutic advances in endocrinology and metabolism · 2026Article
- Incidence of diabetic foot ulcer and its predictors among adult diabetes patients in Northern Ethiopia: a retrospective cohort study.Scientific reports · 2025Article
- Intangible cost and its associated factors among caregivers of individuals with Type 2 Diabetes Mellitus managed at primary healthcare settings: a scoping review.BMC health services research · 2025Article
- Replenish Revenue by Low-Cost Medicines, an Institution-Specific Action to Improve Access to High-Cost Medicines Used for Chronic Illness in Ethiopia: Narrative Review.Health science reports · 2025Article
- Cost of diabetes mellitus and associated factors - an institutional cross-sectional study in Ghana.BMC health services research · 2025Article
- Antidiabetic Medicines Utilisation During Pre-Pandemic, Pandemic and Post-Pandemic Period of COVID-19-Data for Bulgarian Population.Healthcare (Basel, Switzerland) · 2025Article
- Cost-of-illness study among patients with diabetes mellitus and coping mechanisms in Northern Ghana.BMJ public health · 2025Article
- Time to development of macrovascular complications and its predictors among type 2 diabetes mellitus patients at Jimma University Medical Center.BMC endocrine disorders · 2024Article
- Relationship of oral bacterial number with medical hospitalization costs in analysis of Diagnosis Procedure Combination database from single institution in Japan.Scientific reports · 2024Article
- Access to essential medicines for diabetes care: availability, price, and affordability in central Ethiopia.Global health research and policy · 2024Article
- Economic burden and coping mechanisms by tuberculosis treatment supporters: a mixed method approach from Bono Region, Ghana.BMC health services research · 2024Article
- Diabetic ketoacidosis treatment outcomes and its associated factors among adult patients with diabetes mellitus admitted to public hospitals in Nekemte Town, Ethiopia: a cross-sectional study.Frontiers in clinical diabetes and healthcare · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDiabetes has emerged as one of the most serious health issues of the twenty-first century. Diabetes and its complications expose individuals and their families to catastrophic healthcare costs, which have a severe impact on the country's economy. Though the prevalence of diabetes is rising quicker in Ethiopia, little is known about its economic impact. Hence, this study aimed to determine the total cost of diabetic mellitus and associated factors among patients attending hospitals in Southwest Shewa zone, Central Ethiopia.
methodsThe study was conducted among diabetes patients who were on care and treatment from September to October 2020. Direct costs were calculated using the micro-costing technique, while indirect costs were calculated using the human capital approach. The statistical significance of cost difference between the groups of patient characteristics was determined using Wilcoxon and Kruskal-Wallis mean rank sum tests, and the factors associated with a total cost of illness were identified with Generalized Linear Model (GLM).
resultsOut of the planned patients, 398 have responded and were included in the analysis; making a response rate of 98.5%. The mean monthly total cost of diabetic mellitus was US$ 37.7(95% CI, 23.45-51.95). Direct and indirect costs constituted 76.2% and 23.8% of the total cost, respectively. The mean direct and indirect cost of diabetic mellitus per patient per month was US$ 28.73(95% CI, 17.17-40.29) and US$ 9.50 (95% CI, 1.99-16.99) respectively. Statistical mean cost differences were observed by gender, age groups, family size, and comorbidities. The total cost of illness was associated with residence (p=0.007), family size (p=0.001), presence of co-morbidities (p=0.04), and history of ever-stopping treatments (p<0.0001).
conclusionsThe total cost of diabetes condition was relatively high compared to other related literatures. The medical expenditures accounted for most direct costs for diabetic patients. As a result, the government should provide sufficient resources to safeguard patients against catastrophic medical costs. Efforts should be made to enhance access to diabetes care, and the supply of diabetic medications at all levels of health facilities.
Indexed as
Identifiers
What OpenQuestion 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 OpenQuestion graph.