ArticleImplementation science : IS2016
Do complexity-informed health interventions work? A scoping review.
Article in Implementation science : IS, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04356274 (Participatory System Dynamics vs Audit and Feedback), which is not on this map. Cited by 37 papers, 1 of them a synthesis 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.
Participatory System Dynamics vs Audit and Feedback: A Cluster Randomized Trial of Mechanisms of Implementation Change to Expand Reach of Evidence-based Addiction and Mental Health Care
Who cites it
37 citing papers in PubMed, 1 synthesis or guideline pooled it, 94 citations in OpenAlex.
- Consensus-Building Processes for Implementing Perioperative Care Pathways in Common Elective Surgeries: A Systematic Review.Journal of advanced nursing · 2025Pooled it
- Trial
- Comparative Analysis of Breast and Cervical Screening Adaptability at a Federally Qualified Health Center.Cancer prevention research (Philadelphia, Pa.) · 2026Article
- If things were simple, word would have gotten around. Can complexity science help us improve pediatric research?Pediatric research · 2025Review
- Outpatient Virtual Care Among People Living With and Beyond Cancer From Culturally and Linguistically Diverse Backgrounds in Australia: A Protocol for a Realist Evaluation.Health expectations : an international journal of public participation in health care and health policy · 2025Article
- Unveiling Risk Profiles: A Latent Profile Analysis of 21st-Century Skills, Resistance to Change, and Cognitive Flexibility.Brain and behavior · 2025Article
- 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
- Application of complexity theory in health and social care research: a scoping review.BMJ open · 2023Article
- Developing the Quality in Nutrition Care Model for Dietitians (QUINCE-MOD) in primary care: A mixed-method survey of healthcare consumers and professionals.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 2023Article
- Using systems perspectives in evidence synthesis: A methodological mapping review.Research synthesis methods · 2022Review
- A novel perspective of Australian primary care dietetics: Insights from an exploratory study using complex adaptive systems theory.Nutrition & dietetics : the journal of the Dietitians Association of Australia · 2022Article
- Patient-centred care and patient autonomy: doctors' views in Chinese hospitals.BMC medical ethics · 2022Article
- Expect the Unexpected: A Qualitative Study of the Ripple Effects of Children's Mental Health Services Implementation Efforts.Implementation research and practice · 2022Article
- Evolution and expansion of the One Health approach to promote sustainable and resilient health and well-being: A call to action.Frontiers in public health · 2022Article
- Missed nursing care and complexity theory: a conceptual paper.Journal of research in nursing : JRN · 2021Article
- Context and Complexity in Telemedicine Evaluation: Work Domain Analysis in a Surgical Setting.JMIR perioperative medicine · 2021Article
- Article
- Irrational use of antibiotics in Iran from the perspective of complex adaptive systems: redefining the challenge.BMC public health · 2021Article
- Designing and undertaking randomised implementation trials: guide for researchers.BMJ (Clinical research ed.) · 2021Article
- Appraising the Implementation of Complexity Approaches Within the Public Health Sector in Scotland. An Assessment Framework for Pre-Implementation Policy Evaluation.Frontiers in public health · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 1 institution in 1 country.
Funding
Abstract
backgroundThe lens of complexity theory is widely advocated to improve health care delivery. However, empirical evidence that this lens has been useful in designing health care remains elusive. This review assesses whether it is possible to reliably capture evidence for efficacy in results or process within interventions that were informed by complexity science and closely related conceptual frameworks.
methodsSystematic searches of scientific and grey literature were undertaken in late 2015/early 2016. Titles and abstracts were screened for interventions (A) delivered by the health services, (B) that explicitly stated that complexity science provided theoretical underpinning, and (C) also reported specific outcomes. Outcomes had to relate to changes in actual practice, service delivery or patient clinical indicators. Data extraction and detailed analysis was undertaken for studies in three developed countries: Canada, UK and USA. Data were extracted for intervention format, barriers encountered and quality aspects (thoroughness or possible biases) of evaluation and reporting.
resultsFrom 5067 initial finds in scientific literature and 171 items in grey literature, 22 interventions described in 29 articles were selected. Most interventions relied on facilitating collaboration to find solutions to specific or general problems. Many outcomes were very positive. However, some outcomes were measured only subjectively, one intervention was designed with complexity theory in mind but did not reiterate this in subsequent evaluation and other interventions were credited as compatible with complexity science but reported no relevant theoretical underpinning. Articles often omitted discussion on implementation barriers or unintended consequences, which suggests that complexity theory was not widely used in evaluation.
conclusionsIt is hard to establish cause and effect when attempting to leverage complex adaptive systems and perhaps even harder to reliably find evidence that confirms whether complexity-informed interventions are usually effective. While it is possible to show that interventions that are compatible with complexity science seem efficacious, it remains difficult to show that explicit planning with complexity in mind was particularly valuable. Recommendations are made to improve future evaluation reports, to establish a better evidence base about whether this conceptual framework is useful in intervention design and implementation.
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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.