ArticleAnnals of family medicine
Understanding the context of health for persons with multiple chronic conditions: moving from what is the matter to what matters.
Article 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 95 papers, 1 of them a synthesis 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
95 citing papers in PubMed, 1 synthesis or guideline pooled it.
- An integrated model of multimorbidity and symptom science.Nursing outlookPooled it
- Feasibility of a Multi-Component Strengths-Building Intervention for Caregivers of Persons With Heart Failure.Journal of applied gerontology : the official journal of the Southern Gerontological Society · 2023Trial
- Community Program Improves Quality of Life and Self-Management in Older Adults with Diabetes Mellitus and Comorbidity.Journal of the American Geriatrics Society · 2018Trial
- The effect of nurse care management on multimorbid patients' hospital utilization: a comparative-controlled trial and an exploratory cohort study.Nature communications · 2026Article
- The structural roots of multimorbidity: social inequalities, health disparities, and systemic challenges in Southern Spain.International journal for equity in health · 2026Article
- Acceptance and Commitment Therapy for Co-occurring Mental and Chronic Health Conditions.The Psychiatric clinics of North America · 2025Review
- Informing the Design of Individualized Self-Management Regimens from the Human, Data, and Machine Learning Perspectives.ACM transactions on computer-human interaction : a publication of the Association for Computing Machinery · 2025Article
- Article
- Assessment of older persons with multimorbidity in Norwegian primary care: a qualitative study of healthcare professionals' experiences and preferences in fostering continuity of care.BMC health services research · 2025Article
- Building on the past: how historical research can contribute to our understanding of the spaces of general practice.The British journal of general practice : the journal of the Royal College of General Practitioners · 2025Article
- Community case study of patient and clinician early engagement in research on multiple chronic conditions using an implementation guide.Frontiers in medicine · 2025Article
- Key needs, quality performance indicators and outcomes for patients with atrial fibrillation and multimorbidity: The AFFIRMO study.PloS one · 2024Article
- Technologies for Managing the Health of Older Adults with Multiple Chronic Conditions: A Systematic Literature Review.Healthcare (Basel, Switzerland) · 2023Review
- Article
- Optimizing the roles of health workers to improve access to health services in Africa: an implementation framework for task shifting and sharing for policy and practice.BMC health services research · 2023Article
- Disparities in adherence and emergency department utilization among people with epilepsy: A machine learning approach.Seizure · 2023Article
- Article
- Impact of primary care usual provider type and provider interdependence on outcomes for patients with diabetes: a cohort study.BMJ open quality · 2023Article
- Implementation analysis of a case management intervention for people with complex care needs in primary care: a multiple case study across Canada.BMC health services research · 2023Article
- The Context of Caregiving in Heart Failure: A Dyadic, Mixed Methods Analysis.The Journal of cardiovascular nursing · 2023Article
35 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
19 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeAn isolated focus on 1 disease at a time is insufficient to generate the scientific evidence needed to improve the health of persons living with more than 1 chronic condition. This article explores how to bring context into research efforts to improve the health of persons living with multiple chronic conditions (MCC).
methodsForty-five experts, including persons with MCC, family and friend caregivers, researchers, policy makers, funders, and clinicians met to critically consider 4 aspects of incorporating context into research on MCC: key contextual factors, needed research, essential research methods for understanding important contextual factors, and necessary partnerships for catalyzing collaborative action in conducting and applying research.
resultsKey contextual factors involve complementary perspectives across multiple levels: public policy, community, health care systems, family, and person, as well as the cellular and molecular levels where most research currently is focused. Needed research involves moving from a disease focus toward a person-driven, goal-directed research agenda. Relevant research methods are participatory, flexible, multilevel, quantitative and qualitative, conducive to longitudinal dynamic measurement from diverse data sources, sufficiently detailed to consider what works for whom in which situation, and generative of ongoing communities of learning, living and practice. Important partnerships for collaborative action include cooperation among members of the research enterprise, health care providers, community-based support, persons with MCC and their family and friend caregivers, policy makers, and payers, including government, public health, philanthropic organizations, and the business community.
conclusionConsistent attention to contextual factors is needed to enhance health research for persons with MCC. Rigorous, integrated, participatory, multimethod approaches to generate new knowledge and diverse partnerships can be used to increase the relevance of research to make health care more sustainable, safe, equitable and effective, to reduce suffering, and to improve quality of life.
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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.