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Record W2945362009

Facilitating Healthier Food Environments in Public Recreation Facilities: Results of a Pilot Project in British Columbia, Canada

2010· article· en· W2945362009 on OpenAlexaboutno aff
Patti‐Jean Naylor, Suzanne Vander Wekken, David Trill, Anne Kirbyson

Bibliographic record

VenueJournal of Park and Recreation Administration · 2010
Typearticle
Languageen
FieldMedicine
TopicObesity, Physical Activity, Diet
Canadian institutionsnot available
Fundersnot available
KeywordsRecreationBusinessGovernment (linguistics)SignageAgency (philosophy)AuditPromotion (chess)Service (business)Public relationsMarketingAdvertisingPolitical scienceSociology
DOInot available

Abstract

fetched live from OpenAlex

With rising rates of child and adult obesity, supporting positive nutrition choices in public buildings, including recreation facilities, had become increasingly important in British Columbia. While there was evidence that recreation facilities were not providing healthy food to patrons, there was motivation and willingness amongst many recreation managers and staff to change the situation. Evidence about how to change this situation, as well as support to make it happen was needed. The Healthy Food and Beverage Sales in Recreation Facilities and Local Government Buildings initiative (HFBS), funded by the British Columbia Healthy Living Alliance, provided planning tools, technical resources, training and seed funding to local governments to enhance the promotion and sale of healthy food and beverages in publicly funded recreation centres. In order to determine the feasibility of the HFBS approach, we examined the implementation process and short-term outcomes during the pilot phase.We used a mixed-methods, concurrent triangulation design to evaluate the initiative in 10 pilot communities over a six-month period. Local recreation staff in each community completed food environment assessments, vending product audits and patron surveys in recreation facilities before and after the initiative. We reviewed community applications and final reports to the grant agency to identify project activities and conducted semi-structured telephone interviews with recreation staff to explore the implementation process and identify common experiences in introducing healthier choices. Goals varied by community and included changing vending contracts, modifying concession offerings, reviewing program and event food service, policy development, and conducting awareness campaigns. A majority of the community project goals were achieved within the grant timeline (86%) and overall there were significant improvements in facility environment assessment scores (19%) and increases in healthy vending products offered between baseline at follow-up (19%). Survey results showed that patrons purchased from the vending machine or concession approximately one out of five visits and lack of selection was one of the cited reasons for not purchasing; however, this was cited as a barrier to choosing healthy options less often at the end of the initiative (50%) than at the beginning (65%). Key implementation themes highlighted by recreation staff in interviews included concerns about revenue loss, staffing, the time needed to change and the importance of gaining buy-in from decision makers (city managers, recreation boards and facility managers), industry, and the public.The HFBS initiative was a feasible approach to enhancing healthy eating environments in recreation facilities. The findings from this study provide information for recreation management and staff on how to approach changing the food environments within the facilities where they work. Further research using comparison designs is needed.

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)0.001
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 score0.711
Threshold uncertainty score0.762

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.030
GPT teacher head0.277
Teacher spread0.247 · 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

Citations28
Published2010
Admission routes1
Has abstractyes

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