Evidence map›Paper›PMID 29530060›Full record

ArticleImplementation science : IS2018

Mechanisms of implementing public health interventions: a pooled causal mediation analysis of randomised trials.

Hopin Lee, Alix Hall, Nicole Nathan, Kathryn L Reilly, Kirsty Seward, Christopher M Williams, Serene Yoong, Meghan Finch, John Wiggers, Luke Wolfenden

Open access · goldAbstract read
In one paragraph

Article in Implementation science : IS, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 5 pooled it
4.7field-weighted citation impact, top 6% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 5 syntheses or guidelines pooled it, 26 citations in OpenAlex.

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  6. Pathways Connecting Housing Assistance to Child Well-Being in Families Experiencing Homelessness.Journal of urban health : bulletin of the New York Academy of Medicine · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 3 institutions in 2 countries.

Hopin LeeCentre for Statistics in Medicine, Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom. hopin.lee@ndorms.ox.ac.uk.ORCID 0000-0001-5692-0314
Alix HallSchool of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia.
Nicole NathanSchool of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia.
Kathryn L ReillySchool of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia.
Kirsty SewardSchool of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia.
Christopher M WilliamsSchool of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia.
Serene YoongSchool of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia.
Meghan FinchSchool of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia.
John WiggersSchool of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia.
Luke WolfendenSchool of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia.
Hunter Medical Research Institute · AUHunter New England Local Health District · AUNuffield Orthopaedic Centre · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe World Health Organization recommends that nations implement evidence-based nutritional guidelines and policies in settings such as schools and childcare services to improve public health nutrition. Understanding the causal mechanism by which implementation strategies exert their effects could enhance guideline implementation. The aim of this study was to assess the mechanisms by which implementation strategies improved schools and childcare services' adherence to nutrition guidelines.

methodsWe conducted a mechanism evaluation of an aggregated dataset generated from three randomised controlled trials conducted in schools and childcare services in New South Wales, Australia. Each trial examined the impact of implementation strategies that targeted Theoretical Domains Framework constructs including knowledge, skills, professional role and identity, environmental context and resources. We pooled aggregated organisation level data from each trial, including quantitative assessments of the Theoretical Domains Framework constructs, as well as measures of school or childcare nutrition guideline compliance, the primary implementation outcome. We used causal mediation analysis to estimate the average indirect and direct effects of the implementation strategies and assessed the robustness of our findings to varying levels of unmeasured and unknown confounding.

resultsWe included 121 schools or childcare services in the pooled analysis: 79 allocated to receive guideline and policy implementation strategies and 42 to usual practice. Overall, the interventions improved compliance (odds ratio = 6.64; 95% CI [2.58 to 19.09]); however, the intervention effect was not mediated by any of the four targeted Theoretical Domains Framework constructs (average causal mediation effects through knowledge = - 0.00 [- 0.05 to 0.04], skills = 0.01 [- 0.02 to 0.07], professional role and identity = 0.00 [- 0.03 to 0.03] and environmental context and resources = 0.00 [- 0.02 to 0.06]). The intervention had no significant effect on the four targeted Theoretical Domains Framework constructs, and the constructs were not associated with school or childcare nutrition guideline compliance. Potentially, this lack of effect could be explained by imprecise measurement of the mediators. Alternatively, it is likely that that the interventions were operating via alternative mechanisms that were not captured by the four Theoretical Domains Framework constructs we explored.

conclusionsEven though public health implementation strategies led to meaningful improvements in school or childcare nutrition guideline compliance, these effects were not mediated by key targeted constructs of the Theoretical Domains Framework. Future research should explore the mechanistic role of other Theoretical Domains Framework constructs and evaluate system-level mechanisms informed by an ecological framework.

trial registrationAll trials were prospectively registered with the Australian New Zealand Clinical Trials Registry ( ACTRN12613000543785 . Registered 15/05/2013; ACTRN12614001148662 . Registered 30/10/2014; ACTRN12615001032549 . Registered 1/10/2015).

Indexed as

Nutrition PolicyPublic HealthRandomized Controlled Trials as TopicAustraliaChildChild Day Care CentersDietFood ServicesGuideline AdherenceHumansNew South WalesImplementation scienceMechanismMediation analysisPublic healthTheoretical domains framework

Identifiers

PMID29530060
PMCPMC5848564
OpenAlexW2792191227

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.