SynthesisBMC health services research2020
Costs and its drivers for diabetes mellitus type 2 patients in France and Germany: a systematic review of economic studies.
Synthesis in BMC health services research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
What it found
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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
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Who cites it
18 citing papers in PubMed, 31 citations in OpenAlex.
- Reducing economic burden through split-shared care model for people living with uncontrolled type 2 diabetes and polypharmacy: a multi-center randomized controlled trial.BMC health services research · 2024Trial
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- Integrating Pharmacists into CGM-Enabled Digital Diabetes Care: Advancing Personalized and Data-Driven Management.Healthcare (Basel, Switzerland) · 2026Review
- Trends in prevalence and number of cases of diagnosed type 2 diabetes in Germany: Projections until 2050.Journal of health monitoring · 2025Article
- Excess healthcare utilization and costs linked to chronic conditions: a comparative study of nine European countries.European journal of public health · 2025Article
- Automated Insulin Delivery System and People With Type 2 Diabetes: A Topic With Many Facets.Journal of diabetes science and technology · 2025Article
- Barriers to glucagon-like peptide-1 agonists used for obesity management among the general population in Tabuk City, Saudi Arabia, and their relation to smoking cessation and antidepressants.Frontiers in pharmacology · 2025Article
- Use and application of geographical restrictions in systematic reviews with the aim of including studies about Germany: An update of a methodological review.Health information and libraries journal · 2024Review
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- The True Price of External Health Effects from Food Consumption.Nutrients · 2023Article
- Development of the information quality scale for health information supply chain type 2 diabetes mellitus management using exploratory factor analysis.Journal of public health research · 2023Article
- Scale-up of a chronic care model-based programme for type 2 diabetes in Belgium: a mixed-methods study.BMC health services research · 2023Article
- Effect of oral enzyme combination, diet and exercise on chronic low-grade inflammatory conditions-a report of three cases.AME case reports · 2023Article
- The Importance of SGLT-2 Inhibitors as Both the Prevention and the Treatment of Diabetic Cardiomyopathy.Antioxidants (Basel, Switzerland) · 2022Review
- Cost of Illness Analysis of Type 2 Diabetes Mellitus: The Findings from a Lower-Middle Income Country.International journal of environmental research and public health · 2022Article
- Economic analysis of glucagon like peptide-1 receptor agonists from the Saudi Arabia payer perspective.Saudi pharmaceutical journal : SPJ : the official publication of the Saudi Pharmaceutical Society · 2022Article
- Cost-Effectiveness Evaluation of a Remote Monitoring Programme Including Lifestyle Education Software in Type 2 Diabetes: Results of the Educ@dom Study.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2022Article
- Polish Women Have Moderate Knowledge of Gestational Diabetes Mellitus and Breastfeeding Benefits.International journal of environmental research and public health · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 4 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundType 2 diabetes represents an increasingly critical challenge for health policy worldwide. It absorbs massive resources from both patients and national economies to sustain direct costs of the treatment of type 2 diabetes and its complications and indirect costs related to work loss and wages. More recently, there are innovations based on remote control and personalised programs that promise a more cost-effective diabetes management while reducing diabetes-related complications. In such a context, this work attempts to update cost analysis reviews on type 2 diabetes, focusing on France and Germany, in order to explore most significant cost drivers and cost-saving opportunities through innovations in diabetes care. Although both countries approach care delivery differently, France and Germany represent the primary European markets for diabetes technologies.
methodsA systematic review of the literature listed in MEDLINE, Embase and EconLit has been carried out. It covered interventional, observational and modelling studies on expenditures for type 2 diabetes management in France or Germany published since 2012. Included articles were analysed for annual direct, associated and indirect costs of type 2 diabetes patients. An appraisal of study quality was performed. Results were summarised narratively.
resultsFrom 1260 records, the final sample was composed of 24 papers selected according to predefined inclusion/exclusion criteria. Both France and Germany revealed a predominant focus on direct costs. Comparability was limited due to different study populations and cost categories used. Indirect costs were only available in Germany. According to prior literature, reported cost drivers are hospitalisation, prescriptions, higher HbA1c and BMI, treatment with insulin and complications, all indicators of disease severity. The diversity of available data and included costs limits the results and may explain the differences found.
conclusionsComplication prevention and glycaemic control are widely recognized as the most effective ways to control diabetes treatment costs. The value propositions of self-based supports, such as hybrid closed-loop metabolic systems, already implemented in type 1 diabetes management, are the key points for further debates and policymaking, which should involve the perspectives of caregivers, patients and payers.
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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.