SynthesisBMC medicine2022
Costs of multimorbidity: a systematic review and meta-analyses.
Synthesis in BMC medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 120 papers, 7 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
120 citing papers in PubMed, 7 syntheses or guidelines pooled it, 171 citations in OpenAlex.
- Ultra-processed food consumption and risk of multiple chronic diseases among 8,819,894 adults from 51 prospective cohorts: a dose-response meta-analysis.Family medicine and community health · 2026Pooled it
- Patterns of multimorbidity, their outcomes and analytical methods for their determination: a systematic review.BMC public health · 2026Pooled it
- The magnitude of multimorbidity in childhood: a global systematic review.Systematic reviews · 2026Pooled it
- Cost of Chronic Heart Failure Among Adult Europeans-A Systematic Literature Review.PharmacoEconomics - open · 2026Pooled it
- The prevalence of multimorbidity with mental and physical health for people who experience homelessness: a systematic review.European journal of public health · 2025Pooled it
- How to assess multimorbidity: a systematic review.Frontiers in public health · 2025Pooled it
- Economic evaluations of interventional opportunities for the management of mental-physical multimorbidity: a systematic review.BMJ open · 2023Pooled it
- Cost-effectiveness of community-based integrated care model for patients with diabetes and depressive symptoms.Nature communications · 2025Trial
- Healthcare utilization and chronic condition clusters in multimorbidity patients using weighted k-means: a register-based study in Denmark.Health information science and systems · 2026Article
- Phenotypic age metrics for risk stratification of chronic disease burden and all-cause mortality in adults.Cardiovascular diabetology. Endocrinology reports · 2026Article
- Reconceptualizing Clinical Priority as Relational Influence: Derivation of Drawing Reasoning From a Sequential Programme of Research.Journal of evaluation in clinical practice · 2026Article
- Association of cardiovascular-kidney-metabolic syndrome with blinding eye diseases: insights from a UK Biobank cohort analysis.Eye (London, England) · 2026Article
- Behavioral and Clinical Correlates of Poor Sleep and Anxiety Symptoms in Adults Aged 50 Years and Older: A Cross-Sectional Study.Journal of clinical medicine · 2026Article
- Article
- Article
- A real-world, bottom-up cost of illness analysis of type 2 diabetes mellitus from a tertiary hospital in Saudi Arabia.Saudi pharmaceutical journal : SPJ : the official publication of the Saudi Pharmaceutical Society · 2026Article
- Article
- Multimorbidity Clusters Among People Aged 65 Years and Over in Australia: A Nationwide Cross-Sectional Data Linkage Study.The Medical journal of Australia · 2026Article
- Multimorbidity patterns among fragility fracture patients aged 50 + years in China and the US.Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 2026Article
- Building healthier communities: effectiveness and cost-sustainability of the ASL3 GENESIS program for chronic diseases prevention.Aging clinical and experimental research · 2026Article
60 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
6 authors at 4 institutions in 5 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMultimorbidity is a rising global phenomenon, placing strains on countries' population health and finances. This systematic review provides insight into the costs of multimorbidity through addressing the following primary and secondary research questions: What evidence exists on the costs of multimorbidity? How do costs of specific disease combinations vary across countries? How do multimorbidity costs vary across disease combinations? What "cost ingredients" are most commonly included in these multimorbidity studies?
methodsWe conducted a systematic review (PROSPERO: CRD42020204871) of studies published from January 2010 to January 2022, which reported on costs associated with combinations of at least two specified conditions. Systematic string-based searches were conducted in MEDLINE, The Cochrane Library, SCOPUS, Global Health, Web of Science, and Business Source Complete. We explored the association between costs of multimorbidity and country Gross Domestic Product (GDP) per capita using a linear mixed model with random intercept. Annual mean direct medical costs per capita were pooled in fixed-effects meta-analyses for each of the frequently reported dyads. Costs are reported in 2021 International Dollars (I$).
resultsFifty-nine studies were included in the review, the majority of which were from high-income countries, particularly the United States. (1) Reported annual costs of multimorbidity per person ranged from I$800 to I$150,000, depending on disease combination, country, cost ingredients, and other study characteristics. (2) Our results further demonstrated that increased country GDP per capita was associated with higher costs of multimorbidity. (3) Meta-analyses of 15 studies showed that on average, dyads which featured Hypertension were among the least expensive to manage, with the most expensive dyads being Respiratory and Mental Health condition (I$36,840), Diabetes and Heart/vascular condition (I$37,090), and Cancer and Mental Health condition in the first year after cancer diagnosis (I$85,820). (4) Most studies reported only direct medical costs, such as costs of hospitalization, outpatient care, emergency care, and drugs.
conclusionsMultimorbidity imposes a large economic burden on both the health system and society, most notably for patients with cancer and mental health condition in the first year after cancer diagnosis. Whether the cost of a disease combination is more or less than the additive costs of the component diseases needs to be further explored. Multimorbidity costing studies typically consider only a limited number of disease combinations, and few have been conducted in low- and middle-income countries and Europe. Rigorous and standardized methods of data collection and costing for multimorbidity should be developed to provide more comprehensive and comparable evidence for the costs of multimorbidity.
Indexed as
Identifiers
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.