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Barriers and motivators for physical activity in community dwelling adults

2016· article· en· W4245692855 on OpenAlexaboutno aff
Lyndsay Alexander, Katherine R. Cooper

Bibliographic record

VenueInternational Journal of Evidence-Based Healthcare · 2016
Typearticle
Languageen
FieldMedicine
TopicPhysical Activity and Health
Canadian institutionsnot available
Fundersnot available
KeywordsInclusion (mineral)GerontologyQualitative researchPhysical activityMedicinePsychologyPerceptionPhysical therapySocial psychology

Abstract

fetched live from OpenAlex

Background: Benefits of a physically active lifestyle include an increase in physical, social and mental health and well-being, and a significantly reduced risk of developing non-communicable conditions including cardiovascular disease, diabetes and obesity. However, despite these benefits not all individuals meet current international guidelines for physical activity (PA). In order to facilitate uptake and maintenance of regular physical activity, it is important to identify and understand any barriers or motivators to PA in a community setting. Therefore, we undertook a comprehensive systematic review of the barriers and motivators for physical activity in community dwelling adults. Objective: The quantitative objective was to identify the barriers and motivators for participation in physical activity in community dwelling adults. The qualitative objective was to identify the community dwelling adults’ perceptions and experiences of barriers and motivators to physical activity Methods: Studies were considered if they included community dwelling adults in developed countries aged 19–64 years without any medical conditions. Studies published in English from 2004 to September 2015 that identified barriers and motivators to physical activity or perceptions and experiences of barriers and motivators were included. A three step search strategy was employed to identify relevant studies. Each study was assessed by two independent reviewers prior to inclusion in the review using the JBI-MAStARI and JBI-QARI tools. Any disagreements were resolved through discussion or with a third reviewer. Results: Electronic searches identified over 16,000 citations of which 91 were included in the review (46 qualitative and 45 quantitative); providing data on over 72,000 adults. Studies were undertaken internationally (UK, Europe, Australia, and Canada) with the majority occurring in the USA. Study participants represented rural and urban populations, mother/mothers to be, low income and socio-economically disadvantaged adults, overweight/obese adults as well as ethnically diverse populations with a greater number of females than males represented. The majority of the quantitative studies were descriptive in nature and due to the diverse nature of these studies; this section of the review underwent a narrative analysis and presentation. The qualitative findings were pooled together into categories to undergo a meta-synthesis to produce comprehensive synthesised findings around barriers and motivators to physical activity. Initial results identified the most commonly reported barriers were intra and inter-personal such as time, obligations, fatigue, and the most common motivators were health benefits (mental & physical), support and childcare. Results are currently being finalised and will be reported fully in this presentation. Discussion: This review has comprehensively encompassed the key barriers and motivators to physical activity in community dwelling adults and has included both quantitative and qualitative data. This has enabled us to use in-depth data from adults’ perceptions as well as comprehend the frequency of specific barriers and motivators that are reported in relation to physical activity. Conclusion: This review has contributed to further understanding the barriers and motivators around physical activity in community dwelling adults. The results will support the development of interventions to address barriers to physical activity, whilst consolidating motivators that maintain and increase physical activity in community dwelling adults.

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)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.491
Threshold uncertainty score0.290

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
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 integrity0.0000.001
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 head0.179
GPT teacher head0.429
Teacher spread0.250 · 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 designObservational
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".

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Citations0
Published2016
Admission routes1
Has abstractyes

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