ArticleInternational journal of environmental research and public health2022
Evaluation of Complexity Measurement Tools for Correlations with Health-Related Outcomes, Health Care Costs and Impacts on Healthcare Providers: A Scoping Review.
Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
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Who cites it
9 citing papers in PubMed.
- Beyond the sum of its parts: a scoping review on complex mental health care needs.Social psychiatry and psychiatric epidemiology · 2026Review
- Patient complexity profiles in depression: a machine learning approach to personalized mental health.Frontiers in psychiatry · 2026Article
- Improving Clinical Patient Activation and Strengthening Health Outcomes: Findings from a Quasi-Experimental Study.Journal of clinical medicine · 2025Article
- What makes patients in primary care complex? A scoping review combined with a focus group analysis.Scandinavian journal of primary health care · 2025Article
- What does 'complex' mean for the general medicine team? Exploring the characteristics, outcomes and clinician perspectives of complex patients: an observational cohort and cross-sectional survey.Internal medicine journal · 2025Observational
- Healthy Lives 5 Axis Scale for individuals with complex health and social needs: assessment of validity and reliability.BMC health services research · 2025Article
- Article
- Beyond Diagnosis and Comorbidities-A Scoping Review of the Best Tools to Measure Complexity for Populations with Mental Illness.Diagnostics (Basel, Switzerland) · 2024Article
- Advancing health equity for Indigenous peoples in Canada: development of a patient complexity assessment framework.BMC primary care · 2024Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Various tools to measure patient complexity have been developed. Primary care physicians often deal with patient complexity. However, their usefulness in primary care settings is unclear. This study explored complexity measurement tools in general adult and patient populations to investigate the correlations between patient complexity and outcomes, including health-related patient outcomes, healthcare costs, and impacts on healthcare providers. We used a five-stage scoping review framework, searching MEDLINE and CINAHL, including reference lists of identified studies. A total of 21 patient complexity management tools were found. Twenty-five studies examined the correlation between patient complexity and health-related patient outcomes, two examined healthcare costs, and one assessed impacts on healthcare providers. No studies have considered sharing information or action plans with multidisciplinary teams while measuring outcomes for complex patients. Of the tools, eleven used face-to-face interviews, seven extracted data from medical records, and three used self-assessments. The evidence of correlations between patient complexity and outcomes was insufficient for clinical implementation. Self-assessment tools might be convenient for conducting further studies. A multidisciplinary approach is essential to develop effective intervention protocols. Further research is required to determine these correlations in primary care settings.
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Registered trials
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