Data paper documents nineteen datasets on occupational safety performance and regulations, suggesting enhanced HSE compliance.
This data paper documents the SmartQHSE Open HSE Data collection: nineteen openly licensed (CC BY 4.0) machine-readable datasets covering occupational health, safety, and environment (HSE) performance benchmarks, regulations, hazardous-chemical exposure limits, OSHA enforcement, GCC heat-illness work-stoppage rules, a 43-incident extended reference of named process-safety and industrial disasters from 1911 to 2024, the UN GHS Rev. 10 pictogram and H/P statement code reference, the IOGP nine Life-Saving Rules (2018), the consolidated NEBOSH + IOSH + OSHA 30 exam syllabus, the cross-reference of PPE standards across ANSI/EN/AS-NZS, multi-jurisdiction confined-space atmospheric action levels, fully populated 5x5/4x4/3x3 risk matrices with ALARP zones, a leading + lagging HSE KPI catalog, and an IEC 61882 HAZOP guideword reference with worked node examples. Version 4 (this version): Adds five datasets to the v3 (14-dataset) edition: (15) PPE Standards Cross-Reference 2026, (16) Confined Space Atmospheric Action Levels 2026, (17) Risk Matrix Reference 2026, (18) HSE KPI Catalog 2026, (19) HAZOP Guidewords Reference 2026. License: CC BY 4.0. Use freely with attribution to SmartQHSE Ltd.
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Soliman Fathi (2026) studied this question.
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