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Record W4404887975 · doi:10.1007/s10926-024-10255-2

Successful Strategies for Occupational Health and Safety in Small and Medium Enterprises: Insights for a Sustainable Return to Work

2024· review· en· W4404887975 on OpenAlexaffabout
Iuliana Nastasia, Romain Rives

Bibliographic record

VenueJournal of Occupational Rehabilitation · 2024
Typereview
Languageen
FieldHealth Professions
TopicOccupational Health and Safety Research
Canadian institutionsHealth and Social Services Centre University Institute of Geriatrics of SherbrookeHôpital Charles-Le MoyneInstitut de recherche Robert-Sauvé en santé et en sécurité du travail
Fundersnot available
KeywordsContext (archaeology)Knowledge managementWork (physics)BusinessInclusion (mineral)Occupational safety and healthProcess managementComputer sciencePsychologyMedicineEngineering

Abstract

fetched live from OpenAlex

PURPOSE: The objectives of this paper were to summarize successful strategies in occupational health and safety (OHS) management in small and medium-sized enterprises (SMEs) and to explore their potential applicability for disability management (DM) and return-to-work (RTW) after work-related injuries. METHODS: A scoping review was conducted, using a consensus-based iterative approach, and a consultation with stakeholders. Twelve databases were searched in collaboration with a specialized librarian, using keywords and combinations of terms. The reviewers identified pertinent articles, selected those which corresponded to the inclusion criteria, extracted data, and analyzed information using qualitative content analyses. A synthesis was presented to the stakeholders, and their comments on overall applicability of these strategies in the Quebec context of DM and RTW were detailed. RESULTS: A total of 638 references were retrieved from all sources, resulting in 37 scientific articles being analyzed. Four main strategies for improving OHS management in SMEs were identified: dissemination and exchange of information; transmission and acquisition of knowledge, skills, and abilities; using a participatory and collaborative approach; and considering the organizational context. Even if DM and sustainable RTW were sometimes mentioned by authors as important for OHS management in SMEs, specific strategies and implementation elements were not actually described by authors. However, different resources, structures, and activities, associated with one or more of the OHS management strategies described, through their different interactions between the various stakeholders, seem having the potential to act also in sustainable RTW. CONCLUSION: This review has provided an overview of strategies deployed to improve OSH in SME. The results invite stakeholders to a deep reflection on the potential application of such strategies to encompass sustainable RTW in SMEs.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.020
metaresearch head score (Gemma)0.019
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.035
Threshold uncertainty score0.104

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0200.019
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.005
Science and technology studies0.0060.006
Scholarly communication0.0140.008
Open science0.0020.006
Research integrity0.0040.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.116
GPT teacher head0.518
Teacher spread0.402 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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

Citations13
Published2024
Admission routes2
Has abstractyes

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