ArticlePloS one2018
Diabetic retinopathy screening in incident diabetes mellitus type 2 in Germany between 2004 and 2013 - A prospective cohort study based on health claims data.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 2 of them syntheses that pooled it.
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Who cites it
24 citing papers in PubMed, 2 syntheses or guidelines pooled it, 46 citations in OpenAlex.
- Sex Disparities in Cardiovascular Risk Factor Assessment and Screening for Diabetes-Related Complications in Individuals With Diabetes: A Systematic Review.Frontiers in endocrinology · 2021Pooled it
- Systematic review on barriers and enablers for access to diabetic retinopathy screening services in different income settings.PloS one · 2019Pooled it
- Diabetic Retinopathy Screening: Predictors and Barriers Among Patients With Diabetes Mellitus in South-West Nigeria.Cureus · 2026Article
- Real-World Health and Economic Effects of a Large-Scale Outpatient Screening and Continuing Care Programme for Early Detection and Care of Microvascular Complications in Patients with Type 2 Diabetes Implemented in Routine Care Across Germany: A Quasi-Experimental Study Using Health Insurance Claims Data.Applied health economics and health policy · 2025Article
- Recognition of ophthalmology consultation and fundus examination among individuals with diabetes in Japan: A cross-sectional study using claims-questionnaire linked data.Diabetes, obesity & metabolism · 2025Article
- Real-World Research on Retinal Diseases Using Health Claims Database: A Narrative Review.Diagnostics (Basel, Switzerland) · 2024Review
- [Development and Internal Validation of Case Definitions for Prevalence Estimation of Microvascular Complications of Diabetes in Routine Data].Gesundheitswesen (Bundesverband der Arzte des Offentlichen Gesundheitsdienstes (Germany)) · 2024Article
- Present and future screening programs for diabetic retinopathy: a narrative review.International journal of retina and vitreous · 2024Review
- Implementing and evaluating a fully functional AI-enabled model for chronic eye disease screening in a real clinical environment.BMC ophthalmology · 2024Article
- Patient Characteristics and Outcomes of Hospitalized Chronic Kidney Disease Patients with and without Type 2 Diabetes Mellitus: Observations from the German Claims Data-Based Cohort of the CaReMe-CKD Multinational Study.Clinical epidemiology · 2024Article
- Article
- Patient referral flow between physician and ophthalmologist visits for diabetic retinopathy screening among Japanese patients with diabetes: A retrospective cross-sectional cohort study using the National Database.Journal of diabetes investigation · 2023Article
- Self-reported diabetes is associated with allocentric spatial processing in the European Prevention of Alzheimer's Dementia Longitudinal Cohort Study.The European journal of neuroscience · 2022Article
- Assessment of type 2 diabetes mellitus patients' behavioral characteristics associated with integrated treatment and prevention services in community health centers in China.Frontiers in public health · 2022Article
- Early Screening for Diabetic Retinopathy in Newly Diagnosed Type 2 Diabetes and Its Effectiveness in Terms of Morbidity and Clinical Treatment: A Nationwide Population-Based Cohort.Frontiers in public health · 2022Article
- Exploring Factors Associated with Diabetic Retinopathy Treatment Compliance Behaviour in Cape Town, South Africa.International journal of environmental research and public health · 2021Article
- The role of health beliefs in affecting patients' chronic diabetic complication screening: a path analysis based on the health belief model.Journal of clinical nursing · 2021Article
- Factors associated with non-attendance in the Irish national diabetic retinopathy screening programme (INDEAR study report no. 2).Acta diabetologica · 2021Article
- [Interdisciplinary communication: ophthalmologists' letters to practices specializing in diabetic patients].Der Ophthalmologe : Zeitschrift der Deutschen Ophthalmologischen Gesellschaft · 2021Article
- Statement of the German Ophthalmological Society, the German Retina Society, and the Professional Association of Ophthalmologists in Germany on treatment of diabetic macular edema : Dated August 2019.Der Ophthalmologe : Zeitschrift der Deutschen Ophthalmologischen Gesellschaft · 2021Review
Corrections and comments
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Authors and funding
4 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo assess factors associated with diabetic retinopathy (DR) screening uptake following a diagnosis of type 2 diabetes mellitus (type 2 diabetes) in Germany. MATERIALS AND
methodsA nationally representative prospective sample of individual-level health claims data for 250,000 members from Germany's largest public insurance provider in 2004-2013 was assessed. In the sample, 26,560 persons with incident type 2 diabetes were identified. Factors associated with subsequent DR screening were assessed using descriptive statistics, Kaplan-Meier estimator, and Cox regression analysis.
resultsOn average 27.6 visits to an ophthalmologist per 100 person-years in persons with incident type 2 diabetes occurred. Half of all incident cases (Kaplan-Meier estimator) had not seen an ophthalmologist after more than two years (2.25 years) following their diabetes diagnosis. In the multivariate analysis, an older age (from hazard ratio HR(70-74) = 0.93 [95%-CI: 0.89-0.97] to HR(90+) = 0.50 [95%-CI: 0.42-0.60] compared to persons aged 50-69 years) and a higher disability level (i.e. HR(disability level 3) = 0.30 [95%-CI: 0.25-0.36]) were associated with a lower likelihood, while female sex (HR = 1.12 [95%-CI: 1.08-1.15]), six or more comorbidities (HR = 1.26 [95%-CI: 1.15-1.37]), moderate (HR = 1.51 [95%-CI: 1.46-1.56]) or severe type 2 diabetes (HR = 1.53 [95%-CI: 1.45-1.61]) as well as being enrolled in a type 2 diabetes disease management program (HR = 1.78 [95%-CI: 1.69-1.87]) were associated with a higher likelihood of DR screening.
conclusionsA high proportion of newly diagnosed persons with type 2 diabetes did not follow current German recommendations for DR screening, impeding timely detection and management of potential complications. This was more apparent among persons who were men, older or had a disability. The uptake of screening was considerably greater among those enrolled in a diseases management program. These factors need to be considered when planning DR screening services and/or referrals.
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