AIHA Bayesian-decision exposure analysis — quantitative SEG profiling against PELs, TLVs, RELs, DNELs
Modern industrial hygiene has matured beyond compliance-driven 'sample-and-compare' practice into AIHA's Bayesian Decision Analysis (BDA) framework — codified in 'A Strategy for Assessing and Managing Occupational Exposures' (4th Ed., 2015) and IHSTAT-Plus / EASI / Expostats software. The approach defines Similar Exposure Groups (SEGs), constructs prior distributions from analytical and qualitative data, draws targeted samples for posterior updating, and outputs AIHA Exposure Rating Categories (0–4) against the OEL — where Category 3/4 (>50% of OEL) triggers mandatory control action. This replaces the regulatory-minimum NIOSH 8-sample compliance check with statistically robust 95th-percentile estimation. The discipline now also navigates DNELs (Derived No-Effect Levels) under REACH for substances without traditional OELs, the 2024–2025 ACGIH TLV revisions affecting silica, manganese, isocyanates, and welding fume, and PFAS-related occupational exposure assessment as restriction discussions accelerate.

A practical, phased delivery approach — from gap assessment through operational embedding — built around your regulatory context.
Build chemical exposure inventory per work area — agent identity, CAS number, SDS / GHS hazard class, OEL (OSHA PEL, NIOSH REL, ACGIH TLV, ECHA DNEL, national); align with REACH / CLP exposure assessment.
Build exposure scenarios per task / work area — frequency, duration, route (inhalation, dermal, ingestion), engineering controls in place, PPE; align with REACH ECETOC TRA / ChEM / ART / EU TEAM-Tools.
Conduct quantitative exposure modelling — Stoffenmanager, ART (Advanced REACH Tool), MEASE (for metals), ConsExpo (consumer); calibrate against measured data where available; align with ECHA R.14 / R.15 / R.16 / R.17 / R.18.
Set OEL per agent — adopt regulatory (OSHA PEL, NIOSH REL), industry consensus (ACGIH TLV), or derive per ECHA / DECOS / SCOEL methodology; apply control banding per HSE COSHH Essentials / IFA EMKG for unbanded substances.
Specify control hierarchy per OEL exceedance — engineering (LEV, enclosure, ventilation), administrative (rotation, training, procedure), PPE (respiratory per OSHA 1910.134, dermal per OSHA 1910.138); align with hierarchy of controls.
Design health surveillance per OEL / agent — biological monitoring (BEI per ACGIH), pre-placement / periodic medical examination, removal protection per OSHA / EU; align with occupational medicine guidance.

Speak with our team to scope an engagement tailored to your facility, regulatory context, and lifecycle stage.