ArticleThe international journal of behavioral nutrition and physical activity2019
DEBATE: Do interventions based on behavioral theory work in the real world?
Article in The international journal of behavioral nutrition and physical activity, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 84 papers, 10 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
84 citing papers in PubMed, 10 syntheses or guidelines pooled it.
- Barriers and Facilitators to the Delivery of Physical Activity Promotion by Healthcare Professionals for Adults With Type 2 Diabetes: A Mixed-Methods Systematic Review Using the Theoretical Domains Framework.Journal of diabetes research · 2026Pooled it
- Health belief model-based educational interventions for knowledge, beliefs, and intentions on mammography: a systematic review.BMC women's health · 2025Pooled 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
- Health promotion theory-based educational interventions for improving oral health in children and adolescents: a systematic review and meta-analysis.BMC oral health · 2025Pooled it
- Effectiveness of health education interventions to improve malaria knowledge and insecticide-treated nets usage among populations of sub-Saharan Africa: systematic review and meta-analysis.Frontiers in public health · 2023Pooled it
- Community-based interventions designed to optimize health behaviors among cancer survivors: an integrative systematic review.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2022Pooled it
- Blended Care Interventions to Promote Physical Activity: A Systematic Review of Randomized Controlled Trials.Sports medicine - open · 2022Pooled it
- Effects of eHealth-Based Multiple Health Behavior Change Interventions on Physical Activity, Healthy Diet, and Weight in People With Noncommunicable Diseases: Systematic Review and Meta-analysis.Journal of medical Internet research · 2021Pooled it
- Establishing the efficacy of interventions to improve health literacy and health behaviours: a systematic review.BMC public health · 2020Pooled it
- Mobile Apps for Health Behavior Change in Physical Activity, Diet, Drug and Alcohol Use, and Mental Health: Systematic Review.JMIR mHealth and uHealth · 2020Pooled it
- Trial
- Effect of double-duty interventions on double burden of malnutrition among adolescents in Debre Berhan Regiopolitan City, Ethiopia: a cluster randomised controlled trial.Journal of nutritional science · 2024Trial
- Warning labels on alcoholic beverage containers: a pilot randomized experiment among young adults in Mexico.BMC public health · 2023Trial
- Participant Characteristics Associated with High Responsiveness to Personalized Healthy Food Incentives: a Secondary Analysis of the Randomized Controlled Crossover Smart Cart Study.The Journal of nutrition · 2023Trial
- Web-Based Versus Print-Based Physical Activity Intervention for Community-Dwelling Older Adults: Crossover Randomized Trial.JMIR mHealth and uHealth · 2022Trial
- A School-Based Randomized Controlled Trial to Promote Cycling to School in Adolescents: The PACO Study.International journal of environmental research and public health · 2021Trial
- A theory-based intervention to promote medication adherence in patients with rheumatoid arthritis: A randomized controlled trial.Clinical rheumatology · 2021Trial
- Testing a physical education-delivered autonomy supportive intervention to promote leisure-time physical activity in lower secondary school students: the PETALS trial.BMC public health · 2020Trial
- Reintroducing community health psychology: A journal-based analysis of the visibility and integration of community-based participatory research.Applied psychology. Health and well-being · 2026Review
- Development of a Theory-Based Nutrition Education Program Targeting Varsity Athletes at a Canadian University.Nutrients · 2026Article
24 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
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundBehavioral scientists suggest that for behavior change interventions to work effectively, and deliver population-level health outcomes, they must be underpinned by behavioral theory. However, despite implementation of such interventions, population levels of both health outcomes and linked behaviors have remained relatively static. We debate the extent to which interventions based on behavioral theory work in the real world to address population health outcomes. DISCUSSION: Hagger argues there is substantive evidence supporting the efficacy and effectiveness of interventions based on behavioral theory in promoting population-level health behavior change in the 'real world'. However, large-scale effectiveness trials within existing networks are relatively scarce, and more are needed leveraging insights from implementation science. Importantly, sustained investment in effective behavioral interventions is needed, and behavioral scientists should engage in greater advocacy to persuade gatekeepers to invest in behavioral interventions. Weed argues there is no evidence to demonstrate behavioral theory interventions are genuinely effective in real world settings in populations that are offered them: they are merely efficacious for those that receive them. Despite behavioral volatility that is a normal part of maintaining steady-state population behavior levels creating the illusion of effectiveness, interventions fail in shifting the curve of population behaviors because they focus on individuals rather than populations. Hagger responds that behavioral interventions work in the 'real world' in spite of, not because of, flux in health behaviors, and that the contention that behavioral theory focuses solely on individual behavior change is inaccurate. Weed responds that the focus on extending the controls of efficacy trials into implementation is impractical, uneconomic and futile, and this has squandered opportunities to conduct genuine effectiveness trials in naturalistic settings. Hagger contends that interventions based on behavioral theory are effective in changing population-level behavior in 'real world' contexts, but more evidence on how best to implement them and how to engage policymakers and practitioners to provide sustained funding is needed. Weed argues for a paradigm shift, away from aggregative attempts to effect individual behavior change towards a focus on disrupting social practices, underpinned by understanding social and economic causation of the distribution and acceptance of behaviors in a population.
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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.