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Record W3000371612

A Qualitative examination of comprehensive workplace health promotion strategies in some workplaces in the districts of Simcoe and Muskoka [Ontario]

2012· dissertation· en· W3000371612 on OpenAlexaboutno aff
Brenda Marshall

Bibliographic record

VenueKnowledge Commons (Lakehead University) · 2012
Typedissertation
Languageen
FieldHealth Professions
TopicOccupational Health and Safety Research
Canadian institutionsnot available
Fundersnot available
KeywordsPromotion (chess)Workplace health promotionQualitative researchHealth promotionEnvironmental healthMedicineNursingPolitical scienceSociologyPublic healthSocial science
DOInot available

Abstract

fetched live from OpenAlex

The Ontario Public Health Standards [OPHS] (Ministry of Health and Long-term Care [MHLTC], 2008) recommend a population health promotion approach and evidence-based best practice for local boards of health to address lifestyle behaviours of employees in workplaces. To address chronic diseases in the workplace setting, the OPHS recommends a comprehensive health promotion approach including the Ottawa Charter for Health Promotion (World Health Organization, 1986) strategies of developing personal skills, creating supportive environments, building healthy public policy, and strengthening community action. Based on the OPHS requirements and the Ottawa Charter for Health Promotion strategies, the Simcoe Muskoka District Health Unit [SMDHU] developed the Healthy Steps at Work [HSAW] toolkit. This electronic resource has downloadable components for workplaces to implement all the strategies of a Comprehensive Workplace Health Promotion [CWHP] program and for employees to improve their physical activity, healthy eating, and sun safety behaviours with a goal of reducing their risk of chronic disease development. Four key environmental supports for CWHP were identified: organizational commitment, wellness committees, organizational culture, and physical environment supports. The pilot sites appeared to gravitate toward the more basic skill building components in the HSAW toolkit and were hesitant to delve into the arena of policy development, community action, and program planning and evaluation, due to lack of knowledge and capacity. The results of this study revealed that more ongoing education is needed, as well as dissemination of examples and resources of best practices to instill more confidence and acceptance of the concept of CWHP in such workplaces. In order to make CWHP more of a priority, it may be helpful if government offers incentives, such as tax breaks, or create macro-level strategies.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.910
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
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 head0.147
GPT teacher head0.444
Teacher spread0.297 · 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.

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
Published2012
Admission routes1
Has abstractyes

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