ArticleImplementation science : IS2019
Action, actor, context, target, time (AACTT): a framework for specifying behaviour.
Article in Implementation science : IS, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05099497 (Big Data and Little Behaviours), which is not on this map. Cited by 191 papers, 9 of them syntheses that pooled it.
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
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.
Big Data and Little Behaviours: Feedback and Quality Improvement Supports to Primary Care to Facilitate COVID-19 Vaccine Uptake
Who cites it
191 citing papers in PubMed, 9 syntheses or guidelines pooled it.
- Pooled it
- Enhancing Patient-Dedicated Time in Clinical Encounters: A Systematic Review and Meta-analysis of Intervention Strategies.Journal of general internal medicine · 2026Pooled it
- A systematic review and meta-analysis to identify behavioural content and active ingredients of antimicrobial stewardship education and training interventions in hospital-based care settings.Antimicrobial resistance and infection control · 2025Pooled it
- How well are implementation strategies and target healthcare professional behaviors reported? A secondary analysis of 204 implementation trials using the TIDieR checklist and AACTT framework.Implementation science : IS · 2025Pooled it
- A systematic review to determine the effect of strategies to sustain chronic disease prevention interventions in clinical and community settings.Translational behavioral medicine · 2025Pooled it
- Exploring the content and delivery of feedback facilitation co-interventions: a systematic review.Implementation science : IS · 2024Pooled it
- Toward an Interdisciplinary Approach to Constructing Care Delivery Pathways From Electronic Health Care Databases to Support Integrated Care in Chronic Conditions: Systematic Review of Quantification and Visualization Methods.Journal of medical Internet research · 2023Pooled it
- Reducing the environmental impact of surgery on a global scale: systematic review and co-prioritization with healthcare workers in 132 countries.The British journal of surgery · 2023Pooled it
- A collaborative approach to develop an intervention to strengthen health visitors' role in prevention of excess weight gain in children.BMC public health · 2022Pooled it
- Sustainable improvement of interprofessional care for better resident outcomes: protocol for the INTERSCALE hybrid type III effectiveness cluster-randomized trial comparing individualized and collaborative delivery of an evidence-based care model for long-term care.Implementation science : IS · 2026Trial
- Evaluating the Sustaining Play, Sustaining Health programme in Australian early childhood education and care services: a pilot randomized controlled trial.Health promotion international · 2025Trial
- Challenges and opportunities for conducting pre-hospital trauma trials: a behavioural investigation.Trials · 2023Trial
- What influences communication about retention in randomised trials: a multi-trial, theory-based analysis exploring trial staff perspectives.BMC medical research methodology · 2022Trial
- Implementation of a complex intervention to reduce hospitalizations from nursing homes: a mixed-method evaluation of implementation processes and outcomes.BMC geriatrics · 2022Trial
- Trial
- Habit Formation to Enhance Implementation of Evidence-based Practice.Administration and policy in mental health · 2026Review
- A simple quality-of-care intervention targeting nurses for improving care of older patients in the emergency department: a Western European multicenter study.European geriatric medicine · 2026Article
- Fostering Academic Inclusion and Representation: Enhancing Research Capacity for Black Nursing Academics in UK Universities-A Qualitative Multi-Study Protocol.Journal of advanced nursing · 2026Article
- What patients with cancer require from their clinicians to enable uptake of exercise as part of cancer care: A mixed methods study.Journal of cancer survivorship : research and practice · 2026Article
- 'Moving People up the Sympathy Spectrum': Building Hypotheses About How Abortion Values Clarification and Attitude Transformation (VCAT) Can Change Healthcare Provider Behaviours.Health expectations : an international journal of public participation in health care and health policy · 2026Article
131 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
6 authors.
Funding
Abstract
backgroundDesigning implementation interventions to change the behaviour of healthcare providers and other professionals in the health system requires detailed specification of the behaviour(s) targeted for change to ensure alignment between intervention components and measured outcomes. Detailed behaviour specification can help to clarify evidence-practice gaps, clarify who needs to do what differently, identify modifiable barriers and enablers, design interventions to address these and ultimately provides an indicator of what to measure to evaluate an intervention's effect on behaviour change. An existing behaviour specification framework proposes four domains (Target, Action, Context, Time; TACT), but insufficiently clarifies who is performing the behaviour (i.e. the Actor). Specifying the Actor is especially important in healthcare settings characterised by multiple behaviours performed by multiple different people. We propose and describe an extension and re-ordering of TACT to enhance its utility to implementation intervention designers, practitioners and trialists: the Action, Actor, Context, Target, Time (AACTT) framework. We aim to demonstrate its application across key steps of implementation research and to provide tools for its use in practice to clarify the behaviours of stakeholders across multiple levels of the healthcare system. METHODS AND
resultsWe used French et al.'s four-step implementation process model to describe the potential applications of the AACTT framework for (a) clarifying who needs to do what differently, (b) identifying barriers and enablers, (c) selecting fit-for-purpose intervention strategies and components and (d) evaluating implementation interventions.
conclusionsDescribing and detailing behaviour using the AACTT framework may help to enhance measurement of theoretical constructs, inform development of topic guides and questionnaires, enhance the design of implementation interventions and clarify outcome measurement for evaluating implementation interventions.
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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.