1. ART in the context of tiered approaches for Exposure Assessment and Chemical Safety Assessment Cefic LRI workshop Advanced REACH Tool (ART), 20 April 2012 Dook Noij, Dow Benelux

2. Risk assessment under REACH: requirements To meet the 2010 REACH deadline industry has registered approximately 1500 classified substances (which require a risk assessment) Assuming on average 10 uses/ES’s per substance and 10 contributing scenarios per ES, this amounts to at least 150,000 assessments in the first registration period To achieve this, industry needed assessment tools that: facilitate mass processing of ES risk assessments with ‘sufficient’ conservatism and ‘acceptable’ uncertainty enable a tiered risk assessment approach 2

3. Tiered approach 3 Tier 1 tools Conservatism Uncertainty Low High Specific models and/or measurements Tier 2 tools Preferably addressing inhalatory AND dermal exposure Conservative in nature Screening tool, targeting for use of higher tier tools Broad range of application in many type of working environments Transparant, relatively easy to use, enable efficient processing Clear description of boundaries More complex models, require expertise in use More accurate exposure estimates Improved confidence in exposure predictions Range of application as broad as possible (dependent on range of calibration data) Clear description of boundaries Stoffenmanager Risk of Derm DREAM ART MEASE BEAT Tier 1 ½ tools ECETOC TRA EMKG

4. Observation: tools used in REACH assessments Tier 1 tools: ECETOC TRA tool v2 Both for inhalatory and dermal exposure Used in approx. 90 – 95 % of the registrations Further improved version 3 released this month Tier 1½ tools: Stoffenmanager (inhalatory exposure) Risk of Derm (dermal exposure) Tier 2 tools: ART (inhalatory exposure) PESTool Sector Specific Tools : ECPA OWB tool MEASE 4

5. Advanced REACH Tool (ART) 5 Core: calibrated mechanistic model

6. Advanced REACH Tool (ART) 6 Full model including Bayesian module

7. Position of ART in exposure assessment 7 Clearly developed for application in REACH risk assessment Contributes to filling the gap for Tier 2 assessment tools Application in REACH risk assessments will be focussed on Tier 2 assessments, where Tier 1 is failing May have wider application (however not (yet) ready for application in CAD exposure assessments)

8. ART: strengths Good conceptual basis (source – receptor model) Calibrated with fairly large number of good quality data Modifying factor categories and corresponding multipliers well defined with good justification for numerical values Flexibility in setting options for exposure predictions Improved confidence in exposure predictions Further reduction of uncertainty in the exposure predictions (provided the added data are representative for the scenario assessed……..) 8

9. ART: limitations Reliability of predictions in domains where hardly any measurement data are available for calibration may still be low Imprecision can be improved by reducing inter-rater variability; predictions may vary 2-3 orders of magnitude depending on the rater; this can be improved by means of guidance, training and experience Despite large number of calibration data, accuracy can be fairly low; larger calibration dataset(s), covering more sectors and activity types, are needed to improve accuracy ART developers can be more explicit on the boundaries of the tool 9

10. Accuracy for liquids and dusts 10 Variance explained: 66 % Variance explained: 50 % 2-3 orders of magnitude between estimated (ART) and measured exposure

11. How to align ART with industry’s needs (1) 11 Tielemans et al (2011): ‘ART will be further refined in the future and should therefore be considered an evolving system.’ Changing the model or the calibration factors within the model during the time period industry is working on REACH assessments is not acceptable. This would mean that the assessments as documented in CSR’s, can not be reproduced, when needed. The only option for doing this, is maintaining several versions of the ART tool simultaneously How will ART account for changes in prediction over time due to updates/additions in the database used as input for the Bayesian module? REACH worker risk assessments are aligned to Process Categories (PROC: ECHA Use Descriptor System); application and reproducibility of the tool would benefit from development of prepopulated (default) scenarios for PROC’s

12. How to align ART with industry’s needs (2) 12 Application of modifying factors in the assessment implicates Operational Conditions and Risk Management Measures that not only have to be documented in the CSR, but also have to be communicated in the extended SDS. Development of standard text/phrases that are aligned to the ART modifying factors and can be applied in SDS systems would greatly support industry’s needs It will be very difficult to do scaling on exposure scenarios assessed with ART. Nevertheless it is communicated that scaling with ART is possible. Assuming this is true, the developers should clearly explain and document how scaling can be applied and what the boundaries are of scaling with ART

13. Enjoy your ART workshop !!! 13