Advanced Reach Tool (ART): development of the mechanistic model.

This paper describes the development of the mechanistic model within a collaborative project, referred to as the Advanced REACH Tool (ART) project, to develop a tool to model inhalation exposure for workers sharing similar operational conditions across different industries and locations in Europe. The ART mechanistic model is based on a conceptual framework that adopts a source receptor approach, which describes the transport of a contaminant from the source to the receptor and defines seven independent principal modifying factors: substance emission potential, activity emission potential, localized controls, segregation, personal enclosure, surface contamination, and dispersion. ART currently differentiates between three different exposure types: vapours, mists, and dust (fumes, fibres, and gases are presently excluded). Various sources were used to assign numerical values to the multipliers to each modifying factor. The evidence used to underpin this assessment procedure was based on chemical and physical laws. In addition, empirical data obtained from literature were used. Where this was not possible, expert elicitation was applied for the assessment procedure. Multipliers for all modifying factors were peer reviewed by leading experts from industry, research institutes, and public authorities across the globe. In addition, several workshops with experts were organized to discuss the proposed exposure multipliers. The mechanistic model is a central part of the ART tool and with advancing knowledge on exposure, determinants will require updates and refinements on a continuous basis, such as the effect of worker behaviour on personal exposure, 'best practice' values that describe the maximum achievable effectiveness of control measures, the intrinsic emission potential of various solid objects (e.g. metal, glass, plastics, etc.), and extending the applicability domain to certain types of exposures (e.g. gas, fume, and fibre exposure).

[1]  Erik Tielemans,et al.  Classification of occupational activities for assessment of inhalation exposure. , 2011, The Annals of occupational hygiene.

[2]  M. Linnainmaa,et al.  Dermal exposure to chromium in electroplating. , 2004, The Annals of occupational hygiene.

[3]  Thomas Schneider,et al.  A two compartment model for determining the contribution of sources, surface deposition and resuspension to air and surface dust concentration levels in occupied rooms , 1999 .

[4]  T. Schneider Dust and fibers as a cause of indoor environment problems , 2008 .

[5]  Donguk Park,et al.  Exposure Assessment to Suggest the Cause of Sinusitis Developed in Grinding Operations Utilizing Soluble Metalworking Fluids , 2005, Journal of occupational health.

[6]  J. V. van Hemmen,et al.  Exposure to styrene and health complaints in the Dutch glass-reinforced plastics industry. , 1992, The Annals of occupational hygiene.

[7]  F. Offermann,et al.  A survey of environmental tobacco smoke controls in California office buildings. , 2001, Indoor air.

[8]  C. R. Glass,et al.  Determination of potential dermal and inhalation operator exposure to malathion in greenhouses with the whole body dosimetry method. , 2003, The Annals of occupational hygiene.

[9]  Michael Brauer,et al.  Determinants of exposure to metalworking fluid aerosol in small machine shops. , 2004, The Annals of occupational hygiene.

[10]  Hans Kromhout,et al.  Exposure to wood dust among carpenters in the construction industry in the Netherlands. , 2007, The Annals of occupational hygiene.

[11]  Erik Tielemans,et al.  'Stoffenmanager', a web-based control banding tool using an exposure process model. , 2008, The Annals of occupational hygiene.

[12]  Hans Kromhout,et al.  Advanced REACH Tool (ART): calibration of the mechanistic model. , 2011, Journal of environmental monitoring : JEM.

[13]  D Hands,et al.  Comparison of metalworking fluid mist exposures from machining with different levels of machine enclosure. , 1996, American Industrial Hygiene Association journal.

[14]  J. Cocker,et al.  Occupational exposure to permethrin during its use as a public hygiene insecticide. , 1996, The Annals of occupational hygiene.

[15]  C. Rubingh,et al.  Quantitative self-assessment of exposure to solvents among shoe repair men. , 2007, The Annals of occupational hygiene.

[16]  T. Meijman,et al.  Behavioral determinants of occupational exposure to chemical agents. , 1996, Journal of occupational health psychology.

[17]  Derk Brouwer,et al.  Advanced REACH Tool: development and application of the substance emission potential modifying factor. , 2011, The Annals of occupational hygiene.

[18]  Guidance on information requirements and chemical safety assessment , 2008 .

[19]  David Fabre,et al.  Dust emission by powder handling : Comparison between numerical analysis and experimental results , 2009 .

[20]  Konrad Hungerbühler,et al.  Assessing Occupational Exposure to Perchloroethylene in Dry Cleaning , 2006, Journal of occupational and environmental hygiene.

[21]  Andrew B Cecala,et al.  Reducing Enclosed Cab Drill Operator's Respirable Dust Exposure with Effective Filtration and Pressurization Techniques , 2005, Journal of occupational and environmental hygiene.

[22]  Fred N. Kissell,et al.  Handbook for Dust Control in Mining , 2003 .

[23]  A. Robertson,et al.  Occupational asthma due to chrome and nickel electroplating. , 1997, Thorax.

[24]  M C Fehrenbacher,et al.  Evaluation of the mass balance model used by the Environmental Protection Agency for estimating inhalation exposure to new chemical substances. , 1996, American Industrial Hygiene Association journal.

[25]  David Mark,et al.  Comparative evaluation of the dustiness of industrial minerals according to European standard EN 15051, 2006. , 2010, The Annals of occupational hygiene.

[26]  W. C. L. Hemeon,et al.  Plant and Process Ventilation , 1963 .

[27]  Inge Mangelsdorf,et al.  Inhalational and dermal exposures during spray application of biocides. , 2005, International journal of hygiene and environmental health.

[28]  L. Saarinen,et al.  Comparison of tanker drivers' occupational exposures before and after the installation of a vapour recovery system. , 2000, Journal of environmental monitoring : JEM.

[29]  J. Cherrie The effect of room size and general ventilation on the relationship between near and far-field concentrations. , 1999, Applied occupational and environmental hygiene.

[30]  T. Schneider,et al.  Validation of a New Method for Structured Subjective Assessment of Past Concentrations , 1999 .

[31]  W. Heitbrink,et al.  Mist generation at a machining center. , 2000, AIHAJ : a journal for the science of occupational and environmental health and safety.

[32]  Patricia Stewart,et al.  Determinants of dust exposure in tunnel construction work. , 2002, Applied occupational and environmental hygiene.

[33]  Hans Kromhout,et al.  Conceptual model for assessment of inhalation exposure: defining modifying factors. , 2008, The Annals of occupational hygiene.

[34]  W. Fransman,et al.  Development and evaluation of an exposure control efficacy library (ECEL). , 2008, The Annals of occupational hygiene.

[35]  D. Faulkner,et al.  Environmental Tobacco Smoke Leakage from Smoking Rooms , 2004, Journal of occupational and environmental hygiene.

[36]  A. Burdorf,et al.  Exposure to metalworking fluid aerosols and determinants of exposure. , 2008, The Annals of occupational hygiene.

[37]  T. Tuomi,et al.  Respiratory exposure to components of water-miscible metalworking fluids. , 2008, The Annals of occupational hygiene.

[38]  K Willeke,et al.  An investigation of dust generation by free falling powders. , 1992, American Industrial Hygiene Association journal.

[39]  A. Tossavainen,et al.  Occupational exposure to nickel salts in electrolytic plating. , 1997, The Annals of occupational hygiene.

[40]  M. Piney,et al.  Controlling airborne contaminants in the workplace , 1987 .

[41]  S M Rappaport,et al.  An investigation of factors contributing to styrene and styrene-7,8-oxide exposures in the reinforced-plastics industry. , 1999, The Annals of occupational hygiene.

[42]  P. Switzer,et al.  Analytical Solutions to Compartmental Indoor Air Quality Models with Application to Environmental Tobacco Smoke Concentrations Measured in a House , 2003, Journal of the Air & Waste Management Association.

[43]  Shelly L. Miller,et al.  Environmental tobacco smoke particles in multizone indoor environments , 2001 .

[44]  S. Hutchings,et al.  Lung cancer among newspaper printers exposed to ink mist: a study of trade union members in Manchester, England. , 1994, Occupational and environmental medicine.

[45]  William E. Halperin,et al.  Exposure of Workers Engaged in Furniture Stripping to Methylene Chloride as Determined by Environmental and Biological Monitoring , 1991 .

[46]  W K Anger,et al.  Behavioral technology for reducing occupational exposures to styrene. , 1986, Journal of applied behavior analysis.

[47]  Wouter Fransman,et al.  Revisiting the effect of room size and general ventilation on the relationship between near- and far-field air concentrations. , 2011, The Annals of occupational hygiene.

[48]  W A Heitbrink,et al.  Control of paint overspray in autobody repair shops. , 1995, American Industrial Hygiene Association journal.

[49]  Hans Kromhout,et al.  Advanced REACH Tool (ART): overview of version 1.0 and research needs. , 2011, The Annals of occupational hygiene.

[50]  Thomas Schneider,et al.  DOCUMENTATION OF A DUSTINESS DRUM TEST , 1996 .

[51]  Effect of Metalworking Fluid Mist Exposure on Cross‐Shift Decrement in Peak Expiratory Flow , 2007, Journal of occupational health.

[52]  Gunnar Rosén,et al.  Control of Styrene Exposure by Horizontal Displacement Ventilation , 1993 .

[53]  A. Fredenslund,et al.  PREDICTION OF ISOTHERMAL EVAPORATION RATES OF PURE VOLATILE ORGANIC COMPOUNDS IN OCCUPATIONAL ENVIRONMENTS—A THEORETICAL APPROACH BASED ON LAMINAR BOUNDARY LAYER THEORY , 1995 .

[54]  D Leith,et al.  Experimental examination of factors that affect dust generation. , 1991, American Industrial Hygiene Association journal.

[55]  G. Collings,et al.  A review of exposures to oil mist. , 1962, Archives of environmental health.

[56]  T W Armstrong,et al.  Retrospective benzene and total hydrocarbon exposure assessment for a petroleum marketing and distribution worker epidemiology study. , 1996, American Industrial Hygiene Association journal.

[57]  Pam Susi,et al.  Excessive exposure to silica in the US construction industry. , 2003, The Annals of occupational hygiene.

[58]  R C Brown,et al.  Measurements of the effectiveness of dust control on cut-off saws used in the construction industry. , 1999, The Annals of occupational hygiene.

[59]  D. Glass,et al.  Estimating mean exposures from censored data: exposure to benzene in the Australian petroleum industry. , 2001, The Annals of occupational hygiene.

[60]  B. Moen,et al.  Exposure to oil mist and oil vapour during offshore drilling in norway, 1979-2004. , 2006, The Annals of occupational hygiene.

[61]  E D Pearlman,et al.  Retrospective estimation of exposure to benzene in a leukaemia case-control study of petroleum marketing and distribution workers in the United Kingdom. , 1997, Occupational and environmental medicine.