MétaCan
Menu
Back to cohort
Record W2604647151

Exploring barriers and facilitators to physical activity among women in treatment or post-treatment for cancer

2016· article· en· W2604647151 on OpenAlexaff
Laura Hallward, Michelle Workun-Hill, Lindsay R. Duncan

Bibliographic record

VenueJournal of Exercise, Movement, and Sport · 2016
Typearticle
Languageen
FieldMedicine
TopicCancer survivorship and care
Canadian institutionsMcGill University
Fundersnot available
KeywordsAnxietyPsychological interventionMedicineHealth promotionCancerPromotion (chess)Depression (economics)Physical activityPhysical therapyClinical psychologyPsychologyFamily medicineGerontologyPsychiatryNursingPublic healthInternal medicine
DOInot available

Abstract

fetched live from OpenAlex

Engaging in regular physical activity (PA) can reduce many cancer-related symptoms such as fatigue, depression, anxiety, and improve other factors such as strength, self-esteem, and overall health. Although being active is safe and feasible for cancer patients, up to 70% of cancer patients are not meeting recommended PA guidelines. The purpose of this study was to gain a better understanding of the barriers and facilitators to PA participation among women cancer survivors. We conducted interviews with 15 women who were undergoing or had completed treatment for any type and stage of cancer within the past five years. Participants were recruited from a hospital and an associated wellness center. Verbatim transcripts were analyzed and coded, and four primary themes emerged. First, the women discussed the levels and types of PA they performed prior to diagnosis, during, and after treatment. Many women had decreased activity levels during and after treatment. Second, the women discussed environments that were most conducive to exercising, mainly the wellness center. Third, fatigue and time were discussed as the principal barriers to engaging in PA. Finally, the primary motivational factors encouraging PA were discussed, such as reclaiming an identity related to being active. Overall, our findings are consistent with previous research. One important and novel finding from our research is the critical importance of a PA identity in motivating return to PA after cancer treatment. Cancer patients and survivors face unique PA experiences and could benefit from tailored exercise promotion interventions that focus on fostering a PA identity.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.312
Threshold uncertainty score0.389

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.042
GPT teacher head0.305
Teacher spread0.263 · 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".

Quick stats

Citations0
Published2016
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Exercise, Movement, and SportSame topicCancer survivorship and careFrench-language works237,207