ArticleBMC global and public health2024
Development and application of the Demands for Population Health Interventions (Depth) framework for categorising the agentic demands of population health interventions.
Article in BMC global and public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.
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Who cites it
11 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Effects of active travel interventions in the UK on disadvantaged population groups and their potential to reduce health inequalities: systematic review.Journal of epidemiology and community health · 2026Pooled it
- Public health policies and interventions to address health inequities in high-income countries: an umbrella review.BMC public health · 2026Pooled it
- Article
- Which population-level interventions promote physical activity equitably across socioeconomic groups? A rapid systematic review.BMJ public health · 2026Article
- From lunch breaks to late nights: a qualitative study of how workplaces can support healthy diet, physical activity and sleep behaviours in young adults.BMC public health · 2025Article
- The need and strategies for increasing whole-grain intake: a narrative review focused on the UK and Ireland.The British journal of nutrition · 2025Review
- Key action areas for transforming the UK food system: insights from the Transforming UK Food Systems (TUKFS) Programme project portfolio.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2025Review
- Calorie labelling regulations in England: menu change not behaviour change?Public health nutrition · 2025Article
- Evidence on the effectiveness and equity of population-based policies to reduce the burden of type 2 diabetes: a narrative review.Diabetologia · 2025Review
- Obesity and Lifestyle Drift: Framing Analysis of Calorie Menu Labelling in England in News Media.International journal of health policy and management · 2025Article
- Understanding how and why travel mode changes: analysis of longitudinal qualitative interviews.The international journal of behavioral nutrition and physical activity · 2024Article
Corrections and comments
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Authors and funding
16 authors.
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Abstract
backgroundThe 'agentic demand' of population health interventions (PHIs) refers to the capacity, resources and freedom to act that interventions demand of their recipients to benefit, which have a socio-economical pattern. Highly agentic interventions, e.g. information campaigns, rely on recipients noticing and responding to the intervention and thus might affect intervention effectiveness and equity. The absence of an adequate framework to classify agentic demands limits the fields' ability to systematically explore these associations.
methodsWe systematically developed the Demands for Population Health Interventions (Depth) framework using an iterative approach: (1) developing the Depth framework by systematically identifying examples of PHIs aiming to promote healthier diets and physical activity, coding of intervention actors and actions and synthesising the data to develop the framework; (2) testing the Depth framework in online workshops with academic and policy experts and a quantitative reliability assessment. We applied the final framework in a proof-of-concept review, extracting studies from three existing equity-focused systematic reviews on framework category, overall effectiveness and differential socioeconomic effects and visualised the findings in harvest plots.
resultsThe Depth framework identifies three constructs influencing agentic demand: exposure - initial contact with intervention (two levels), mechanism of action - how the intervention enables or discourages behaviour (five levels) and engagement - recipient response (two levels). When combined, these constructs form a matrix of 20 possible classifications. In the proof-of-concept review, we classified all components of 31 interventions according to the Depth framework. Intervention components were concentrated in a small number of Depth classifications; Depth classification appeared to be related to intervention equity but not effectiveness.
conclusionsThis framework holds potential for future research, policy and practice, facilitating the design, selection and evaluation of interventions and evidence synthesis.
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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.