ArticleBMJ open2013
Chronic disease multimorbidity transitions across healthcare interfaces and associated costs: a clinical-linkage database study.
Article in BMJ open, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 4 of them syntheses that pooled it.
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Who cites it
23 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Effectiveness and Experiences of Self-Management Interventions in Adults With Multiple Long-Term Conditions: A Mixed Methods Systematic Review.Journal of evaluation in clinical practice · 2026Pooled it
- Variations in multimorbidity measurement in studies evaluating hospitalisation in older adults: a systematic review.BMC geriatrics · 2025Pooled it
- Costs of multimorbidity: a systematic review and meta-analyses.BMC medicine · 2022Pooled it
- Impact of multimorbidity on healthcare costs and utilisation: a systematic review of the UK literature.The British journal of general practice : the journal of the Royal College of General Practitioners · 2021Pooled it
- The rising cost of infective endocarditis in West Virginia.Epidemiology and infection · 2024Article
- Multimorbidity healthcare expenditure in Belgium: a 4-year analysis (COMORB study).Health research policy and systems · 2024Article
- Article
- Multimorbidity prevalence and patterns in chronic kidney disease: findings from an observational multicentre UK cohort study.International urology and nephrology · 2023Article
- Integrative hospital treatment in older patients to benchmark and improve outcome and length of stay - the In-HospiTOOL study.BMC health services research · 2019Article
- Article
- Article
- Association between Types of Chronic Conditions and Cancer Stage at Diagnosis among Elderly Medicare Beneficiaries with Prostate Cancer.Population health management · 2016Article
- A novel organizational model to face the challenge of multimorbid elderly patients in an internal medicine setting: a case study from Parma Hospital, Italy.Internal and emergency medicine · 2016Article
- Types of chronic conditions combinations and initial cancer treatment among elderly Medicare beneficiaries with localised prostate cancer.International journal of clinical practice · 2016Article
- Resource allocation and the burden of co-morbidities among patients diagnosed with chronic obstructive pulmonary disease: an observational cohort study from Danish general practice.BMC health services research · 2016Observational
- The effects of multiple chronic conditions on hospitalization costs and utilization for ambulatory care sensitive conditions in the United States: a nationally representative cross-sectional study.BMC health services research · 2016Article
- Comorbidity as a driver of adverse outcomes in people with chronic kidney disease.Kidney international · 2015Article
- Multiple chronic conditions and healthcare costs among adults.Expert review of pharmacoeconomics & outcomes research · 2015Review
- Distinct trajectories of multimorbidity in primary care were identified using latent class growth analysis.Journal of clinical epidemiology · 2014Article
- Chronic condition comorbidity and multidrug therapy in general practice populations: a cross-sectional linkage study.BMJ open · 2014Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
objectiveTo investigate multimorbidity transitions from general practice populations across healthcare interfaces and the associated healthcare costs.
designClinical-linkage database study.
settingPopulation (N=60 660) aged 40 years and over registered with 53 general practices in Stoke-on-Trent.
participantsPopulation with six specified multimorbidity pairs were identified based on hypertension, diabetes mellitus (DM), coronary heart disease (CHD), chronic obstructive pulmonary disease (COPD), congestive heart failure (CHF) and chronic kidney disease (CKD). MAIN OUTCOMES MEASURES: Chronic disease registers were linked to accident and emergency (A&E) and hospital admissions for a 3-year time period (2007-2009), and associated costs measured by Healthcare Resource Groups. Associations between multimorbid groups and direct healthcare costs were compared with their respective single disease groups using linear regression methods, adjusting for age, gender and deprivation.
resultsIn the study population, there were 9735 patients with hypertension and diabetes (16%), 3574 with diabetes and CHD (6%), 2894 with diabetes and CKD (5%), 1855 with COPD and CHD (3%), 754 with CHF and COPD (1%) and 1425 with CHF and CKD (2%). Transition, defined as at least one episode in each of the 3-year time periods, was as follows: patients with hypertension and DM had the fewest transitions in the 3-year time period (37% A&E episode and 51% hospital admission), but those with CHF and CKD had the most transitions (67% A&E episode and 79% hospital admission). The average 3-year total costs per multimorbid patient for A&E episodes ranged from £69 to £166 and for hospital admissions ranged from between £2289 and £5344. The adjusted costs were significantly higher for all six multimorbid groups compared with their respective single disease groups.
conclusionsSpecific common multimorbid pairs are associated with higher healthcare transitions and differential costs. Identification of multimorbidity type and linkage of information across interfaces provides opportunities for targeted intervention and delivery of integrated care.
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