Evidence map›Paper›PMID 27462182›Full record

ReviewRisk management and healthcare policy2016

Multimorbidity in chronic disease: impact on health care resources and costs.

Steven M McPhail

Registry-linked trialOpen access · goldAbstract readReview
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
289citing papers in PubMed, 13 pooled it
23.1field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

NCT05264207 nacompletednot on this mapstarted 2022, after this paper: background citation

Nursing Students' Visits to Older Adults With Multiple Chronic Conditions: Effects on Self-care and Other Related Variables (VISITAME)

TypeinterventionalSponsorUniversidad de AlmeriaRan2022 to 2023Enrolled252ConditionsChronic DiseaseArmsNursing students' home-visit programme, Standard care from Public Andalusian Health Service
3 · Its place in the literature

Who cites it

289 citing papers in PubMed, 13 syntheses or guidelines pooled it, 548 citations in OpenAlex.

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  3. 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 · 2026
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229 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

1 author at 1 institution in 1 country.

Steven M McPhailCentre for Functioning and Health Research, Metro South Health; Institute of Health and Biomedical Innovation and School of Public Health and Social Work, Queensland University of Technology, Brisbane, QLD, Australia.
Metro South Health · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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

burdenchronic diseasecomorbiditycomplexitycost-effectivenesseconomic

Identifiers

PMID27462182
PMCPMC4939994
OpenAlexW2466192476

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.