ArticleBMJ open2021
Studying trajectories of multimorbidity: a systematic scoping review of longitudinal approaches and evidence.
Article in BMJ open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 83 papers, 6 of them syntheses that pooled it.
What it found
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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.
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Who cites it
83 citing papers in PubMed, 6 syntheses or guidelines pooled it, 130 citations in OpenAlex.
- Prevalence and representation of comorbidities and multimorbidity in randomised controlled trials in sepsis or septic shock: a systematic review.Critical care (London, England) · 2026Pooled it
- The magnitude of multimorbidity in childhood: a global systematic review.Systematic reviews · 2026Pooled it
- Identifying clusters of multimorbid disease and differences by age, sex, and socioeconomic status: A systematic review.PloS one · 2025Pooled it
- Determinants of multimorbidity in low- and middle-income countries: A systematic review of longitudinal studies and discovery of evidence gaps.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2024Pooled it
- Determinants of central obesity in children and adolescents and associated complications in South Africa: a systematic review.Frontiers in public health · 2024Pooled it
- Pooled it
- A demographic perspective on longevity and healthspan: Rethinking population ageing through a positive and prospective lens.Journal of internal medicine · 2026Article
- Role of age in the association of chronic conditions and multimorbidity with incident ADL disability: multicohort analyses of 108,810 adults.GeroScience · 2026Article
- Hidden multistate models to study multimorbidity trajectories.Scientific reports · 2026Article
- From retrospective to prospective design: a short communication on why the methodological paradigm for qualitative research on delayed medical consultation in obstructive sleep apnea may need to be reconstructed.Sleep & breathing = Schlaf & Atmung · 2026Review
- Distinguishing Age-specific Patterns in Comorbidities of Obstructive Sleep Apnea Using Real-World Data.medRxiv : the preprint server for health sciences · 2026Article
- Is morbidity compressing or expanding? Cross-national trends in midlife multimorbidity across cohorts.GeroScience · 2026Article
- Data-driven identification of hub chains in disease accruals to reduce healthcare utilization and costs.Communications medicine · 2026Article
- An ageing biomarker signature predicts chronic disease cluster trajectories, physical function and mortality: validation in the TILDA and HRS cohorts.Age and ageing · 2026Article
- Uncovering core diseases in temporal trajectories of cardiovascular-kidney-metabolic (CKM) syndrome in UK Biobank: network-based study.Scientific reports · 2026Article
- Early dynamics of multimorbidity in 17.4 million people in Spain: onset patterns and prognostic value.European journal of public health · 2026Article
- Considerations for epidemiological studies investigating emerging post-acute infection syndromes: Long Covid as a case study.EClinicalMedicine · 2026Review
- Examining morbidity and mortality trajectory profiles of hypertension, diabetes and dementia across healthcare systems: an analysis of Catalan and German administrative medical data for the years 2010 to 2019.Population health metrics · 2026Article
- Multimorbidity patterns, sociodemographic characteristics, and mortality: Data science insights from low-resource settings.American journal of epidemiology · 2026Article
- Paths to multimorbidity: a longitudinal perspective on disease accumulation in Catalonia, Spain.European journal of public health · 2026Article
23 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 1 institution in 1 country.
Funding
Abstract
objectivesMultimorbidity-the co-occurrence of at least two chronic diseases in an individual-is an important public health challenge in ageing societies. The vast majority of multimorbidity research takes a cross-sectional approach, but longitudinal approaches to understanding multimorbidity are an emerging research area, being encouraged by multiple funders. To support development in this research area, the aim of this study is to scope the methodological approaches and substantive findings of studies that have investigated longitudinal multimorbidity trajectories.
designWe conducted a systematic search for relevant studies in four online databases (Medline, Scopus, Web of Science and Embase) in May 2020 using predefined search terms and inclusion and exclusion criteria. The search was complemented by searching reference lists of relevant papers. From the selected studies, we systematically extracted data on study methodology and findings and summarised them in a narrative synthesis.
resultsWe identified 35 studies investigating multimorbidity longitudinally, all published in the last decade, and predominantly in high-income countries from the Global North. Longitudinal approaches employed included constructing change variables, multilevel regression analysis (eg, growth curve modelling), longitudinal group-based methodologies (eg, latent class modelling), analysing disease transitions and visualisation techniques. Commonly identified risk factors for multimorbidity onset and progression were older age, higher socioeconomic and area-level deprivation, overweight and poorer health behaviours.
conclusionThe nascent research area employs a diverse range of longitudinal approaches that characterise accumulation and disease combinations and to a lesser extent disease sequencing and progression. Gaps include understanding the long-term, life course determinants of different multimorbidity trajectories, and doing so across diverse populations, including those from low-income and middle-income countries. This can provide a detailed picture of morbidity development, with important implications from a clinical and intervention perspective.
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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.