ArticleBMC health services research2016
Scoping review of complexity theory in health services research.
Article in BMC health services research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers.
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
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Who cites it
56 citing papers in PubMed.
- Trial
- Trial
- Comparative Analysis of Breast and Cervical Screening Adaptability at a Federally Qualified Health Center.Cancer prevention research (Philadelphia, Pa.) · 2026Article
- A scoping review and systems thinking synthesis of scale-up frameworks.BMC health services research · 2026Article
- Complexity Science in Domestic Abuse Literature: A Systematic Scoping Review.Trauma, violence & abuse · 2026Article
- Understanding Patient Navigation Functions: A Qualitative Exploration of Navigators' Perspectives in Alberta, Canada.Health services insights · 2026Article
- A complexity theory-informed COPC approach to evaluation of mining health programmes.African journal of primary health care & family medicine · 2025Article
- Maximising relational capabilities and minimising restrictive practices in acute mental health units: the Safe Steps for De-escalation evaluation.Frontiers in psychiatry · 2025Article
- Article
- A Study Protocol for the Macro-analysis of Iran's Health System with System Dynamics Approach.Medical journal of the Islamic Republic of Iran · 2025Article
- A decade of change towards Value-Based Health Care at a Dutch University Hospital: a complexity-informed process study.Health research policy and systems · 2024Article
- Evolving through multiple, co-existing pressures to change: a case study of self-organization in primary care during the COVID-19 pandemic in Canada.BMC primary care · 2024Article
- A Grounded Theory of Interdisciplinary Communication and Collaboration in the Outpatient Setting of the Hospital for Patients with Multiple Long-Term Conditions.Journal of personalized medicine · 2024Article
- Implementing Clinical Guidelines for the Treatment of Psychosis: The Frontline Leaders' Point of View. A Qualitative Study.Journal of healthcare leadership · 2024Article
- Developing an evaluation approach for the in-depth review of a new undergraduate medical programme as a complex system.PloS one · 2024Article
- Digital Health Implementation Strategies Coproduced With Adults With Acquired Brain Injury, Their Close Others, and Clinicians: Mixed Methods Study With Collaborative Autoethnography and Network Analysis.Journal of medical Internet research · 2023Article
- Using evidence in mental health policy agenda-setting in low- and middle-income countries: a conceptual meta-framework from a scoping umbrella review.Health policy and planning · 2023Article
- Looking Back, Looking Forward: A Study Protocol for a Mixed-Methods Multiple-Case Study to Examine Improvement Sustainability of Large-Scale Initiatives in Tertiary Hospitals.Healthcare (Basel, Switzerland) · 2023Article
- Article
- Application of complexity theory in health and social care research: a scoping review.BMJ open · 2023Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThere are calls for better application of theory in health services research. Research exploring knowledge translation and interprofessional collaboration are two examples, and in both areas, complexity theory has been identified as potentially useful. However, how best to conceptualize and operationalize complexity theory in health services research is uncertain. The purpose of this scoping review was to explore how complexity theory has been incorporated in health services research focused on allied health, medicine, and nursing in order to offer guidance for future application. Given the extensiveness of how complexity theory could be conceptualized and ultimately operationalized within health services research, a scoping review of complexity theory in health services research is warranted.
methodsA scoping review of published research in English was conducted using CINAHL, EMBASE, Medline, Cochrane, and Web of Science databases. We searched terms synonymous with complexity theory.
resultsWe included 44 studies in this review: 27 were qualitative, 14 were quantitative, and 3 were mixed methods. Case study was the most common method. Long-term care was the most studied setting. The majority of research was exploratory and focused on relationships between health care workers. Authors most commonly used complexity theory as a conceptual framework for their study. Authors described complexity theory in their research in a variety of ways. The most common attributes of complexity theory used in health services research included relationships, self-organization, and diversity. A common theme across descriptions of complexity theory is that authors incorporate aspects of the theory related to how diverse relationships and communication between individuals in a system can influence change.
conclusionComplexity theory is incorporated in many ways across a variety of research designs to explore a multitude of phenomena.. Although complexity theory shows promise in health services research, particularly related to relationships and interactions, conceptual confusion and inconsistent application hinders the operationalization of this potentially important perspective. Generalizability from studies that incorporate complexity theory is, therefore, difficult. Heterogeneous conceptualization and operationalization of complexity theory in health services research suggests there is no universally agreed upon approach of how to use this theory in health services research. Future research should include clear definitions and descriptions of complexity and how it was used in studies. Clear reporting will aid in determining how best to use complexity theory in health services research.
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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.