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Record W4416625358 · doi:10.1136/bmjment-2025-301980

Lifestyle psychiatry: a conceptual framework for application in mental healthcare and support

2025· article· en· W4416625358 on OpenAlexaff
Jeroen Deenik, Jentien M. Vermeulen, Scott Teasdale, Felipe Barreto Schuch, Wolfgang Marx, Ben D. Perry, Gustavo G. Díez, Nazareth P. Castellanos, Mohamed El-Shazly, Grace Gatera, Piril Hepsomali, Javier Bueno‐Antequera, Jesús Borrueco-Sánchez, Álvaro López Moral, Camilo López-Sánchez, Miguel Ángel Oviedo‐Caro, Melissa L. deJonge, Chermaine Noortman, M. van Schothorst, N. Den Bleijker, Luana Scrivano, Douglas L. Noordsy, Hannah Fabian, Patrick Jachyra, Justin Chapman, Gia Merlo, Sam Manger, Aoife O’Neill, Katarzyna Machaczek, Oliver Ardill‐Young, Paula Ximena Ramírez Barbosa, Evan Matthews, Jeffrey Lambert, Josh A. Firth, Lamiece Hassan, Felice N. Jacka, Philip B. Ward, Brendon Stubbs, Wiepke Cahn, Simon Rosenbaum, Davy Vancampfort, Joseph Firth

Bibliographic record

VenueBMJ Mental Health · 2025
Typearticle
Languageen
FieldMedicine
TopicPhysical Activity and Health
Canadian institutionsCentre for Addiction and Mental HealthYork UniversityUniversity of Toronto
Fundersnot available
KeywordsMental healthConceptual frameworkPsychological interventionHealth careMental health careMental healthcareMental illnessProcess (computing)

Abstract

fetched live from OpenAlex

Lifestyle-related behaviours-such as sedentary behaviour, physical inactivity, poor nutrition, disrupted sleep and substance use-are increasingly recognised as important factors in the onset and persistence of mental illness. Evidence for the efficacy and cost-efficiency of lifestyle interventions in mental health is growing, and such approaches are now embedded in international guidelines and endorsed by major health organisations and associations as 'lifestyle psychiatry'. Nevertheless, despite this progress, these interventions remain underused in mental healthcare and support. One contributing factor is the lack of a shared conceptual understanding of 'lifestyle psychiatry', which risks fragmented practice, inconsistency in research and uncertainty around its role in policy, care and support. This paper presents a conceptual framework for lifestyle psychiatry, developed through an iterative, collaborative process involving 43 contributors across 15 countries, representing clinical, academic, policy and lived experience expertise. The framework defines core domains, outlines key challenges to behaviour change specific to mental health populations and emphasises multilevel and equity-oriented approaches. It aligns with person-centred and recovery-oriented care and serves as a shared reference point for practical application and future development. With this, we aim to support the structured, context-sensitive integration of lifestyle psychiatry into mental healthcare and support.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.024
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.024
Threshold uncertainty score0.127

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0240.012
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0050.005
Science and technology studies0.0080.028
Scholarly communication0.0110.012
Open science0.0040.012
Research integrity0.0060.006
Insufficient payload (model declined to judge)0.0050.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.035
GPT teacher head0.431
Teacher spread0.397 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations5
Published2025
Admission routes1
Has abstractyes

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Same venueBMJ Mental HealthSame topicPhysical Activity and HealthFrench-language works237,207