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Record W4406149879 · doi:10.51244/ijrsi.2024.11150068p

Awareness and Compliance on Occupational Health and Work Safety among Employees in a Private Company

2025· article· en· W4406149879 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInternational journal of research and scientific innovation · 2025
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Health and Safety Management
Canadian institutionsnot available
Fundersnot available
KeywordsOccupational safety and healthCompliance (psychology)ClothingWork (physics)BusinessEnvironmental healthQuarter (Canadian coin)Personal protective equipmentApplied psychologyPsychologyMedicineEngineeringSocial psychology

Abstract

fetched live from OpenAlex

Gaining awareness of occupational health and work safety is a precursor to its implementation and compliance. This study was to establish baseline information about awareness and compliance on occupational health and work safety among employees at a local level. This quantitative research made use of the descriptive, correlational, comparative research design to assess the interrelationship among demographic characteristics, awareness, and compliance among employees in a private company for the third quarter of 2024. Findings of the study revealed that the employees were aware of the six indicators. On the other hand, the respondents were not aware of the compliance of risk analysis studies to determine risky jobs in the workplace. On the level of compliance, employees complied with the use of mask, work-clothes and the rules for cleanliness inside the workplace but were not compliant with the use of fall arrestors when working at height. There was a significant relationship between the level of awareness and level of compliance. The researcher offered the occupational health and safety plan to address the findings of the study.

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.

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)0.007
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 score0.110
Threshold uncertainty score0.780

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0010.000
Scholarly communication0.0000.000
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 head0.248
GPT teacher head0.558
Teacher spread0.310 · 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