ArticlePLoS medicine2023
Age- and sex-specific hospital bed-day rates in people with and without type 2 diabetes: A territory-wide population-based cohort study of 1.5 million people in Hong Kong.
Article in PLoS medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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Who cites it
23 citing papers in PubMed, 20 citations in OpenAlex.
- Precision Medicine to Redefine Insulin Secretion and Monogenic Diabetes (PRISM): A Randomized Controlled Trial in Chinese Patients With Young-Onset Diabetes.Diabetes care · 2026Trial
- Precision Medicine to Redefine Insulin Secretion and Monogenic Diabetes-Randomized Controlled Trial (PRISM-RCT) in Chinese patients with young-onset diabetes: design, methods and baseline characteristics.BMJ open diabetes research & care · 2024Trial
- Multi-Dimensional Barriers for Work Productivity and Possible Solutions to Overcome Presenteeism in Young-Onset Diabetes: A Mixed-Methods Study.Diabetes, obesity & metabolism · 2026Article
- A narrative review of what cohorts have taught us and how they have laid the foundation for much of our understanding of type 2 diabetes.Diabetologia · 2026Review
- Excess Burden of Inpatient Admissions and Emergency Department Visits Associated With Diabetes Across the Age Spectrum.Diabetes care · 2026Article
- Depression and Long-Term HbADiabetes/metabolism research and reviews · 2026Article
- Young People With Type 2 Diabetes Are Under-Represented in Randomized Clinical Trials.Diabetes, obesity & metabolism · 2026Article
- Differential healthcare costs in individuals with type 2 diabetes and incident chronic kidney disease in Hong Kong: a latent class trajectory analysis.Diabetologia · 2026Article
- Redefining Diabetes and Creating Solutions-The Hong Kong Diabetes Register: Kelly West Award Lecture 2025.Diabetes care · 2026Article
- Work productivity, associated risk factors and costs on presenteeism and absenteeism in Chinese patients with young-onset type-2 diabetes in Hong Kong.Diabetes, obesity & metabolism · 2026Article
- Total and excess bed-days in people with diabetes in Australia.Diabetic medicine : a journal of the British Diabetic Association · 2025Article
- Preventing chronic kidney disease and maintaining kidney health: conclusions from a Kidney Disease: Improving Global Outcomes (KDIGO) Controversies Conference.Kidney international · 2025Article
- Kidney Disease: Improving Global Outcomes Summit Recommendations on Implementation of Diabetes Management in CKD: From Primary to Data-Driven Collaborative Care.Kidney international reports · 2025Article
- Association of Attention-Deficit Hyperactivity Disorder With Myopia Among School Children.Investigative ophthalmology & visual science · 2025Article
- Population-level productivity-adjusted life years lost in individuals with type 2 diabetes in Hong Kong: a life table modelling study.The Lancet regional health. Western Pacific · 2025Article
- Identifying and visualising temporal trajectories of hospitalisations for traditional and non-traditional complications in people with type 2 diabetes: a population-based study.The Lancet regional health. Western Pacific · 2025Article
- A 30-year case study of local implementation of global guidelines for data-driven diabetes management starting with the Hong Kong Diabetes Register.The Lancet regional health. Western Pacific · 2025Article
- Development and validation of a prognostic model for critically ill type 2 diabetes patients in ICU based on composite inflammatory indicators.Scientific reports · 2025Article
- Young-Onset Diabetes in East Asians: From Epidemiology to Precision Medicine.Endocrinology and metabolism (Seoul, Korea) · 2024Review
- Changing landscape of diabetes in Asia - What are the unmet needs?Journal of diabetes investigation · 2024Review
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Authors and funding
13 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundType 2 diabetes affects multiple systems. We aimed to compare age- and sex-specific rates of all-cause and cause-specific hospital bed-days between people with and without type 2 diabetes. METHODS AND
findingsData were provided by the Hong Kong Hospital Authority. We included 1,516,508 one-to-one matched people with incident type 2 diabetes (n = 758,254) and those without diabetes during the entire follow-up period (n = 758,254) between 2002 and 2018, followed until 2019. People with type 2 diabetes and controls were matched for age at index date (±2 years), sex, and index year (±2 years). We defined hospital bed-day rate as total inpatient bed-days divided by follow-up time. We constructed negative binominal regression models to estimate hospital bed-day rate ratios (RRs) by age at diabetes diagnosis and sex. All RRs were stratified by sex and adjusted for age and index year. During a median of 7.8 years of follow-up, 60.5% (n = 459,440) of people with type 2 diabetes and 56.5% (n = 428,296) of controls had a hospital admission for any cause, with a hospital bed-day rate of 3,359 bed-days and 2,350 bed-days per 1,000 person-years, respectively. All-cause hospital bed-day rate increased with increasing age in controls, but showed a J-shaped relationship with age in people with type 2 diabetes, with 38.4% of bed-days in those diagnosed <40 years caused by mental health disorders. Type 2 diabetes was associated with increased risks for a wide range of medical conditions, with an RR of 1.75 (95% CI [confidence interval] [1.73, 1.76]; p < 0.001) for all-cause hospital bed-days in men and 1.87 (95% CI [1.85, 1.89]; p < 0.001) in women. The RRs were greater in people with diabetes diagnosed at a younger than older age and varied by sex according to medical conditions. Sex differences were most notable for a higher RR for urinary tract infection and peptic ulcer, and a lower RR for chronic kidney disease and pancreatic disease in women than men. The main limitation of the study was that young people without diabetes in the database were unlikely to be representative of those in the Hong Kong general population with potential selection bias due to inclusion of individuals in need of medical care.
conclusionsIn this study, we observed that type 2 diabetes was associated with increased risks of hospital bed-days for a wide range of medical conditions, with an excess burden of mental health disorders in people diagnosed at a young age. Age and sex differences should be considered in planning preventive and therapeutic strategies for type 2 diabetes. Effective control of risk factors with a focus on mental health disorders are urgently needed in young people with type 2 diabetes. Healthcare systems and policymakers should consider allocating adequate resources and developing strategies to meet the mental health needs of young people with type 2 diabetes, including integrating mental health services into diabetes care.
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