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Record W4404186070 · doi:10.1016/j.mhpa.2024.100650

Fostering physical activity motivation at substance use disorder treatment facilities: A qualitative study grounded in self-determination theory

2024· article· en· W4404186070 on OpenAlexaff
Sascha Thal, Nikos Ntoumanis, Bronwyn Myers, Stephen Bright, Jocelyn Jones, Eleanor Quested

Bibliographic record

VenueMental health and physical activity · 2024
Typearticle
Languageen
FieldPsychology
TopicMotivation and Self-Concept in Sports
Canadian institutionsInnovation Cluster (Canada)
Fundersnot available
KeywordsGrounded theoryPsychologyQualitative researchSelf-determination theorySubstance usePsychotherapistSocial psychologyClinical psychologySociologyPolitical scienceSocial science

Abstract

fetched live from OpenAlex

Abstrac t Studies have found inconclusive results for the effects of physical activity (PA) interventions on substance use, mental health, and physiological health of people experiencing substance use disorders (SUDs). To improve PA interventions for individuals with SUDs, a deeper understanding of the underlying motivational processes is imperative. This study employs self-determination theory as a framework to explore factors impacting PA motivation in SUD treatment contexts. A qualitative research design utilising semi-structured interviews explored the experiences and perspectives of five people with lived or living experience of SUD treatment and five stakeholders within SUD treatment facilities across Western Australia. A reflexive thematic analysis was employed for the data analysis. Five themes were developed: (i) Belonging to a Community, describing the sense of community fostered by group PA (ii) Mind, Body, and Soul, outlining the impact of PA on mental and physical well-being and sense of self; (iii) Physical Activity and Recovery Integration, describing how structured PA supports individuals transitioning from SUD treatment to community environments, (iv) Goals and Rewards, illustrating how setting goals fosters a sense of accomplishment, and (v) Safe Space, describing the importance of creating safe environments for PA exploration. Insights gained from this study could be used to design PA interventions that address individuals’ basic psychological needs and promote more autonomous motivation while fostering peer connections, PA knowledge, and independence. These implementations may lead to greater PA engagement and adherence. • Group physical activity fosters a sense of relatedness and sustains participation. • A safe environment supports autonomous motivation. • Internalising physical activity motivation during treatment is important. • Integration and internalisation are supported through structured contexts. • Physical activity goals need to align with core values.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.611
Threshold uncertainty score0.948

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.093
GPT teacher head0.416
Teacher spread0.323 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations7
Published2024
Admission routes1
Has abstractyes

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