ArticleClinical epidemiology2021
Establishment of the SingHealth Diabetes Registry.
Article in Clinical epidemiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 28 papers, 1 of them a synthesis that pooled it.
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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
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.
Better Risk Perception Via Patient Similarity to Control Hyperglycemia and Sustained by Telemonitoring
Peer Comparison-based Risk Communication (PRICOM): A Study Protocol to Evaluate the Feasibility of Delivering a Risk Communication Intervention in the Primary Care Setting for Adults With Type 2 Diabetes Mellitus
Who cites it
28 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Hypertension in Adults With Diabetes in Southeast Asia: A Systematic Review.Journal of clinical hypertension (Greenwich, Conn.) · 2025Pooled it
- The burden of diabetic foot ulcers in a multi-ethnic Asian cohort.Diabetic medicine : a journal of the British Diabetic Association · 2026Observational
- A Real-World Cohort Study on the Association of the Use of Sodium-Glucose Cotransporter-2 Inhibitor With the Incidence of Chronic Kidney Disease (CKD) in Patients With Type 2 Diabetes Mellitus Without CKD Using the SingHealth Diabetes Registry.Diabetes, obesity & metabolism · 2026Article
- Integrating Clinical Classifications Software Refined, Process Indicators, and Geographic Information System Mapping to Inform Population Health Management: Development of an Interactive Dashboard.JMIR medical informatics · 2026Article
- Ensemble Machine Learning Models for Predicting Patients With High Usage: Model Validation and Economic Impact Analysis.JMIR medical informatics · 2026Article
- Validation of a data-driven clustering model for MASLD: Evidence from three large-scale Asian cohorts.JHEP reports : innovation in hepatology · 2026Article
- Establishment of a large-scale oral disease registry (NDCS-ODR) in a national specialty center.PloS one · 2026Article
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- Sociodemographic, health and behavioral factors associated with influenza vaccination uptake among patients with diabetes in Singapore: A cohort registry-based study.Preventive medicine reports · 2025Article
- Beyond Glycaemia: Socioeconomic Factors and Diabetes Distress are Associated with Health-Related Quality of Life in People with Type 2 Diabetes.Journal of the ASEAN Federation of Endocrine Societies · 2025Article
- Creation of a National Chronic Wound Registry-Challenges and Opportunities.International wound journal · 2025Article
- Sodium-Glucose Cotransporter-2 Inhibitors and Prevention of Adverse Kidney Outcomes in Type 2 Diabetes: A Clinical Multiethnic Asian Cohort.Kidney medicine · 2025Article
- Modeling recurrent heart failure risk in type 2 diabetes: impact of flexible HbA1c trajectories using nonhomogeneous Poisson processes.Frontiers in endocrinology · 2025Article
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- Article
- Kidney function trajectories, associated factors, and outcomes in multiethnic Asian patients with type 2 diabetes.Journal of diabetes · 2024Article
- A digital twin model incorporating generalized metabolic fluxes to identify and predict chronic kidney disease in type 2 diabetes mellitus.NPJ digital medicine · 2024Article
- Early repeat hospitalization for fluid overload in individuals with cardiovascular disease and risks: a retrospective cohort study.International urology and nephrology · 2024Article
- Heterogeneity by age and gender in the association of kidney function with mortality among patients with diabetes - analysis of diabetes registry in Singapore.BMC nephrology · 2024Article
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Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeTo describe the inception and structure of the SingHealth Diabetes Registry (SDR) as well as the methodology used to set up the registry. The SDR was established to facilitate systematic and standardized data collection for diabetes mellitus within Singapore Health Services (SingHealth), which is an Academic Medical Center (AMC) and Singapore's largest group of healthcare institutions. The diabetes casemix and outcome variables within the registry cohort are also provided. MATERIALS AND
methodsThe SDR is built from SingHealth's electronic medical records (EMR) and clinical databases. It covers all individuals aged 18 and above with diabetes mellitus, excluding those with pre-diabetes. Cases are annually ascertained using criteria that include diagnosis codes, prescription records and laboratory test records. Data collection of casemix and outcome variables for the period 2013 to 2019 is complete.
resultsThe SDR stands at 208,102 ascertained individuals, distributed across 8 healthcare sites within the AMC. The cohort is broadly reflective of the local gender and ethnic compositions but has a high proportion of older individuals with a mean age of 65.8 ± 13.7 years. Majority (>99%) have type 2 diabetes mellitus, with multiple other comorbidities (hypertension 84.1%, hyperlipidemia 86.2%, established cardiovascular disease 34.1%). At present, majority of individuals are able to meet key process indicators and 52.7% have a mean HbA1c of <7% (53 mmol/mol). Areas of potential improvement include increasing eye and foot screening rates, as well as glycemic control for the 19.5% of individuals with mean HbA1c >8% (64 mmol/mol).
conclusionThe SDR is a large-scale, comprehensive, and representative diabetes registry that incorporates EMR data across the primary and hospital-based care continuum, in a major AMC in Singapore. The SDR has identified areas of improvement in diabetes processes and outcomes. It will support future quality assessment and improvements in diabetes care.
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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.