SynthesisImplementation science : IS2016
Using theory of change to design and evaluate public health interventions: a systematic review.
Synthesis 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 196 papers, 15 of them syntheses 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
196 citing papers in PubMed, 15 syntheses or guidelines pooled it.
- Interventions to improve hand hygiene in community settings: a systematic review of theories, barriers and enablers, behaviour change techniques and hand hygiene station design features.BMJ global health · 2025Pooled it
- The Effect of Music Therapy on Psychological Outcomes for Neurological Conditions: A Systematic Review.Medicina (Kaunas, Lithuania) · 2025Pooled it
- Does WASH FIT Improve Water, Sanitation, and Hygiene and Related Health Impacts in Healthcare Facilities? A Systematic Review.International journal of environmental research and public health · 2025Pooled it
- eHealth policy framework in Low and Lower Middle-Income Countries; a PRISMA systematic review and analysis.BMC health services research · 2023Pooled it
- Integration of evidence into Theory of Change frameworks in the healthcare sector: A rapid systematic review.PloS one · 2023Pooled it
- Evaluation of Social Impact Within Primary School Health Promotion: A Systematic Review.The Journal of school health · 2022Pooled it
- Timely short-term specialized palliative care service intervention for older people with frailty and their family carers in primary care: Development and modelling of the frailty+ intervention using theory of change.Palliative medicine · 2021Pooled it
- Characteristics and effects of integrated nutrition and stimulation interventions to improve the nutritional status and development of children under 5 years of age: a systematic review and meta-analysis.BMJ global health · 2021Pooled it
- How and under what circumstances do quality improvement collaboratives lead to better outcomes? A systematic review.Implementation science : IS · 2020Pooled it
- Interventions to improve discharge from acute adult mental health inpatient care to the community: systematic review and narrative synthesis.BMC health services research · 2019Pooled it
- The conceptual models and mechanisms of action that underpin advance care planning for cancer patients: A systematic review of randomised controlled trials.Palliative medicine · 2019Pooled it
- Pooled it
- CONSORT-SPI 2018 Explanation and Elaboration: guidance for reporting social and psychological intervention trials.Trials · 2018Guideline
- Face-to-face interventions for informing or educating parents about early childhood vaccination.The Cochrane database of systematic reviews · 2018Pooled it
- How to achieve the desired outcomes of advance care planning in nursing homes: a theory of change.BMC geriatrics · 2018Pooled it
- Implementation of peer support for people with severe mental health conditions in high-, middle- and low-income-countries: a theory of change approach.BMC health services research · 2024Trial
- Technology-Assisted Teachers' Training to Promote Socioemotional Well-Being of Children in Public Schools in Rural Pakistan.Psychiatric services (Washington, D.C.) · 2021Trial
- Palliative care development as a solution to mitigate the human crisis of cancer in low- and middle-income countries: a theory of change approach.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- [From clinical practice to interventional study : Adaptation of a local approach to therapeutic and rehabilitative care to a complex intervention in the "SGB Reha" project].Zeitschrift fur Gerontologie und Geriatrie · 2026Review
- Participatory Design of AI-Based Clinical Decision Support Systems: Scoping Review.JMIR medical informatics · 2026Article
136 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
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDespite the increasing popularity of the theory of change (ToC) approach, little is known about the extent to which ToC has been used in the design and evaluation of public health interventions. This review aims to determine how ToCs have been developed and used in the development and evaluation of public health interventions globally.
methodsWe searched for papers reporting the use of "theory of change" in the development or evaluation of public health interventions in databases of peer-reviewed journal articles such as Scopus, Pubmed, PsychInfo, grey literature databases, Google and websites of development funders. We included papers of any date, language or study design. Both abstracts and full text papers were double screened. Data were extracted and narratively and quantitatively summarised.
resultsA total of 62 papers were included in the review. Forty-nine (79 %) described the development of ToC, 18 (29 %) described the use of ToC in the development of the intervention and 49 (79 %) described the use of ToC in the evaluation of the intervention. Although a large number of papers were included in the review, their descriptions of the ToC development and use in intervention design and evaluation lacked detail.
conclusionsThe use of the ToC approach is widespread in the public health literature. Clear reporting of the ToC process and outputs is important to strengthen the body of literature on practical application of ToC in order to develop our understanding of the benefits and advantages of using ToC. We also propose a checklist for reporting on the use of ToC to ensure transparent reporting and recommend that our checklist is used and refined by authors reporting the ToC approach.
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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.