SynthesisAnnals of family medicine
A systematic review of prevalence studies on multimorbidity: toward a more uniform methodology.
Synthesis in Annals of family medicine. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 600 papers, 16 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
600 citing papers in PubMed, 16 syntheses or guidelines pooled it, 1,160 citations in OpenAlex.
- The who, how and what of educational outcome research for autistic students published in the last decade: A systematic quantitative literature review.The British journal of educational psychology · 2026Pooled it
- The magnitude of multimorbidity in childhood: a global systematic review.Systematic reviews · 2026Pooled it
- A systematic review and meta-analysis of disease clusters in multimorbidity.Nature communications · 2025Pooled it
- Variations in multimorbidity measurement in studies evaluating hospitalisation in older adults: a systematic review.BMC geriatrics · 2025Pooled it
- Representation of multimorbidity and frailty in the development and validation of kidney failure prognostic prediction models: a systematic review.BMC medicine · 2024Pooled it
- The relationshipbetween anxiety and social outcomes in autistic children and adolescents: A meta-analysis.Clinical child and family psychology review · 2023Pooled it
- Clinical Outcomes Following Exercise Rehabilitation in People with Multimorbidity: A Systematic Review.Journal of rehabilitation medicine · 2023Pooled it
- Ethnic inequalities in multiple long-term health conditions in the United Kingdom: a systematic review and narrative synthesis.BMC public health · 2023Pooled it
- Pooled it
- Prevalence of Multimorbidity in the Middle East: A Systematic Review of Observational Studies.International journal of environmental research and public health · 2022Pooled it
- A mixed-methods systematic review of nurse-led interventions for people with multimorbidity.Journal of advanced nursing · 2022Pooled it
- Community prevalence and dyad disease pattern of multimorbidity in China and India: a systematic review.BMJ global health · 2022Pooled it
- Specific content for collaborative care: a systematic review of collaborative care interventions for patients with multimorbidity involving depression and/or anxiety in primary care.Family practice · 2022Pooled it
- Association between multimorbidity and hospitalization in older adults: systematic review and meta-analysis.Age and ageing · 2022Pooled it
- Variation in the estimated prevalence of multimorbidity: systematic review and meta-analysis of 193 international studies.BMJ open · 2022Pooled it
- Prevalence of multimorbid degenerative lumbar spinal stenosis with knee or hip osteoarthritis: a systematic review and meta-analysis.BMC musculoskeletal disorders · 2022Pooled it
- Efficacy of a Blended Low-Intensity Internet-Delivered Psychological Program in Patients With Multimorbidity in Primary Care: Randomized Controlled Trial.Journal of medical Internet research · 2025Trial
- Medication changes and potentially inappropriate prescribing in older patients with significant polypharmacy.International journal of clinical pharmacy · 2023Trial
- Patient and general practitioner experiences of implementing a medication review intervention in older people with multimorbidity: Process evaluation of the SPPiRE trial.Health expectations : an international journal of public participation in health care and health policy · 2022Trial
- Construction and validation of an identification model for frailty in maintenance hemodialysis patients using multiple machine learning algorithms: a cross-sectional study of retrospectively collected data.Annals of medicine · 2026Article
540 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 3 institutions in 1 country.
Funding
Abstract
purposeWe sought to identify and compare studies reporting the prevalence of multimorbidity and to suggest methodologic aspects to be considered in the conduct of such studies.
methodsWe searched the literature for English- and French-language articles published between 1980 and September 2010 that described the prevalence of multimorbidity in the general population, in primary care, or both. We assessed quality of included studies with a modified version of the Strengthening the Reporting of Observational Studies in Epidemiology checklist. Results of individual prevalence studies were adjusted so that they could be compared graphically.
resultsThe final sample included 21 articles: 8 described studies conducted in primary care, 12 in the general population, and 1 in both. All articles were of good quality. The largest differences in prevalence of multimorbidity were observed at age 75 in both primary care (with prevalence ranging from 3.5% to 98.5% across studies) and the general population (with prevalence ranging from 13.1% to 71.8% across studies). Apart from differences in geographic settings, we identified differences in recruitment method and sample size (primary care: 980-60,857 patients; general population: 1,099-316,928 individuals), data collection, and the operational definition of multimorbidity used, including the number of diagnoses considered (primary care: 5 to all; general population: 7 to all). This last aspect seemed to be the most important factor in estimating prevalence.
conclusionsMarked variation exists among studies of the prevalence of multimorbidity with respect to both methodology and findings. When undertaking such studies, investigators should carefully consider the specific diagnoses included and their number, as well as the operational definition of multimorbidity.
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What OpenQuestion holds
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.