ReviewRisk management and healthcare policy2016
Multimorbidity in chronic disease: impact on health care resources and costs.
Review in Risk management and healthcare policy, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05264207 (Nursing Students' Visits to Older Adults With Multiple Chronic Conditions), which is not on this map. Cited by 289 papers, 13 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.
Nursing Students' Visits to Older Adults With Multiple Chronic Conditions: Effects on Self-care and Other Related Variables (VISITAME)
Who cites it
289 citing papers in PubMed, 13 syntheses or guidelines pooled it, 548 citations in OpenAlex.
- Self-care needs in an aged population living with a chronic condition or multimorbidity: a systematic review.BMC geriatrics · 2026Pooled it
- The magnitude of multimorbidity in childhood: a global systematic review.Systematic reviews · 2026Pooled it
- Patient-reported outcome measures for patients with chronic comorbidities: a systematic review of psychometric properties.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2026Pooled it
- Interventions to enhance in-home taking medication among older adults with multimorbidity/polypharmacy: a systematic review and meta-analysis.Frontiers in public health · 2025Pooled it
- Diabetes in axial spondyloarthritis: a systematic review and meta-analysis of observational studies.Rheumatology international · 2024Pooled it
- Core outcome sets for trials of interventions to prevent and to treat multimorbidity in adults in low and middle-income countries: the COSMOS study.BMJ global health · 2024Pooled it
- Eye Movement Desensitization and Reprocessing (EMDR) treatment in the medical setting: a systematic review.European journal of psychotraumatology · 2024Pooled it
- Economic evaluations of interventional opportunities for the management of mental-physical multimorbidity: a systematic review.BMJ open · 2023Pooled it
- Pooled it
- Artificial intelligence based prediction models for individuals at risk of multiple diabetic complications: A systematic review of the literature.Journal of nursing management · 2022Pooled it
- Costs of multimorbidity: a systematic review and meta-analyses.BMC medicine · 2022Pooled it
- Horticultural therapy for general health in the older adults: A systematic review and meta-analysis.PloS one · 2022Pooled it
- Depression and unplanned secondary healthcare use in patients with multimorbidity: A systematic review.PloS one · 2022Pooled it
- PACE-It: An Integrated Multidisciplinary Technology-Assisted Approach to Person-Centered Care for Individuals with Complex Care Needs.Journal of general internal medicine · 2026Trial
- Trial
- Device-Based Physical Activity and Low-Grade Inflammation in People With Multimorbidity: Cross-Sectional Baseline Analysis From the MOBILIZE Trial.European journal of sport science · 2025Trial
- Trial
- Acceptability and feasibility of online delivery of chair-based yoga for older adults with multimorbidity - lessons from a process evaluation of the gentle years yoga trial.BMC complementary medicine and therapies · 2025Trial
- Perceptions and experiences of chair-based yoga by older adults with multimorbidity - a qualitative process evaluation of the Gentle Years Yoga randomised controlled trial.BMC geriatrics · 2025Trial
- Factors influencing diabetes treatment satisfaction in the INtegrating DEPrEssioN and Diabetes treatmENT randomized clinical trial: A multilevel model analysis.Diabetic medicine : a journal of the British Diabetic Association · 2024Trial
229 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
1 author at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Effective and resource-efficient long-term management of multimorbidity is one of the greatest health-related challenges facing patients, health professionals, and society more broadly. The purpose of this review was to provide a synthesis of literature examining multimorbidity and resource utilization, including implications for cost-effectiveness estimates and resource allocation decision making. In summary, previous literature has reported substantially greater, near exponential, increases in health care costs and resource utilization when additional chronic comorbid conditions are present. Increased health care costs have been linked to elevated rates of primary care and specialist physician occasions of service, medication use, emergency department presentations, and hospital admissions (both frequency of admissions and bed days occupied). There is currently a paucity of cost-effectiveness information for chronic disease interventions originating from patient samples with multimorbidity. The scarcity of robust economic evaluations in the field represents a considerable challenge for resource allocation decision making intended to reduce the burden of multimorbidity in resource-constrained health care systems. Nonetheless, the few cost-effectiveness studies that are available provide valuable insight into the potential positive and cost-effective impact that interventions may have among patients with multiple comorbidities. These studies also highlight some of the pragmatic and methodological challenges underlying the conduct of economic evaluations among people who may have advanced age, frailty, and disadvantageous socioeconomic circumstances, and where long-term follow-up may be required to directly observe sustained and measurable health and quality of life benefits. Research in the field has indicated that the impact of multimorbidity on health care costs and resources will likely differ across health systems, regions, disease combinations, and person-specific factors (including social disadvantage and age), which represent important considerations for health service planning. Important priorities for research include economic evaluations of interventions, services, or health system approaches that can remediate the burden of multimorbidity in safe and cost-effective ways.
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.