ArticleBMC medicine2023
Healthcare fragmentation, multimorbidity, potentially inappropriate medication, and mortality: a Danish nationwide cohort study.
Article in BMC medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 100 papers, 3 of them syntheses that pooled it.
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Who cites it
100 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Psychosocial and Demographic Factors Associated with Physical Multimorbidity in Severe Mental Illness: A Systematic Review.Schizophrenia bulletin · 2026Pooled it
- Are Canadian Clinical Practice Guidelines Accounting for Adults With Multiple Chronic Diseases? A Systematic Review.Journal of evaluation in clinical practice · 2025Pooled it
- The Impact of Multidisciplinary Transitional Care Interventions for Complex Care Needs: A Systematic Review and Meta-Analysis.The Gerontologist · 2025Pooled it
- Trial
- The Health and Life in Balance intervention to improve patient capacity for older people with multimorbidity: a pragmatic mixed methods non-randomised pilot study.BMC primary care · 2025Trial
- Frequent attenders in primary health care in Finland: use of primary care services and patient characteristics.Scandinavian journal of primary health care · 2026Article
- Home health care, e-health, and telemedicine policies in selected middle and high-income countries: a rapid policy review.npj health systems · 2026Article
- Use of STOPPFrail Medications Following Receipt of the Danish Terminal Grant: A Nationwide Descriptive Study.Basic & clinical pharmacology & toxicology · 2026Article
- Supporting geriatric thinking and management: adaptation of the Geriatrics 5Ms to Danish healthcare context.European geriatric medicine · 2026Article
- AI in Psychiatry for Improving Continuity of Patient Care: Protocol for a Mixed Methods Systematic Review.JMIR research protocols · 2026Article
- The crisis of internal medicine in Italy: responsibility without authority.Internal and emergency medicine · 2026Article
- Life-course patterning of MLTC clusters and their patient-centred burden in depression: a population-based study using real-world data.BMJ mental health · 2026Article
- Developing a Competency List for General Practitioners/Family Physicians Providing Care for Dual-Location Residents: Expert Consensus via the Delphi Technique.Journal of general and family medicine · 2026Article
- Multimorbidity Clusters Among People Aged 65 Years and Over in Australia: A Nationwide Cross-Sectional Data Linkage Study.The Medical journal of Australia · 2026Article
- A multidisciplinary, AI-supported quality improvement intervention to manage polypharmacy in aging people with HIV.HIV medicine · 2026Article
- Trends in Co-Prescribing Opioids and Gabapentinoids Among Medicare Beneficiaries, 2017 to 2022.Medical sciences (Basel, Switzerland) · 2026Article
- Determinants of polydoctoring among patients with multimorbidity: a Nationwide Longitudinal Fixed-Effects Study in Japan.Family medicine and community health · 2026Article
- Why health recommender systems struggle to reach clinical practice: A lifecycle-oriented systematic review.iScience · 2026Article
- From Integrated Care to Learning Systems.Healthcare (Basel, Switzerland) · 2026Review
- Drug class duplication patterns among South African middle-aged adults: findings from a medicine claims database.International journal of clinical pharmacy · 2026Article
40 more citing papers are in PubMed but not listed here.
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPatients with multimorbidity are frequent users of healthcare, but fragmented care may lead to suboptimal treatment. Yet, this has never been examined across healthcare sectors on a national scale. We aimed to quantify care fragmentation using various measures and to analyze the associations with patient outcomes.
methodsWe conducted a register-based nationwide cohort study with 4.7 million Danish adult citizens. All healthcare contacts to primary care and hospitals during 2018 were recorded. Clinical fragmentation indicators included number of healthcare contacts, involved providers, provider transitions, and hospital trajectories. Formal fragmentation indices assessed care concentration, dispersion, and contact sequence. The patient outcomes were potentially inappropriate medication and all-cause mortality adjusted for demographics, socioeconomic factors, and morbidity level.
resultsThe number of involved healthcare providers, provider transitions, and hospital trajectories rose with increasing morbidity levels. Patients with 3 versus 6 conditions had a mean of 4.0 versus 6.9 involved providers and 6.6 versus 13.7 provider transitions. The proportion of contacts to the patient's own general practice remained stable across morbidity levels. High levels of care fragmentation were associated with higher rates of potentially inappropriate medication and increased mortality on all fragmentation measures after adjusting for demographic characteristics, socioeconomic factors, and morbidity. The strongest associations with potentially inappropriate medication and mortality were found for ≥ 20 contacts versus none (incidence rate ratio 2.83, 95% CI 2.77-2.90) and ≥ 20 hospital trajectories versus none (hazard ratio 10.8, 95% CI 9.48-12.4), respectively. Having less than 25% of contacts with your usual provider was associated with an incidence rate ratio of potentially inappropriate medication of 1.49 (95% CI 1.40-1.58) and a mortality hazard ratio of 2.59 (95% CI 2.36-2.84) compared with full continuity. For the associations between fragmentation measures and patient outcomes, there were no clear interactions with number of conditions.
conclusionsSeveral clinical indicators of care fragmentation were associated with morbidity level. Care fragmentation was associated with higher rates of potentially inappropriate medication and increased mortality even when adjusting for the most important confounders. Frequent contact to the usual provider, fewer transitions, and better coordination were associated with better patient outcomes regardless of morbidity level.
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