Environmental Geochemistry and Health

, Volume 41, Issue 5, pp 2179–2193 | Cite as

Quantitative health risk assessment of inhalation exposure to automobile foundry dust

  • Ruipeng TongEmail author
  • Mengzhao Cheng
  • Xiaofei Ma
  • Yunyun Yang
  • Yafei Liu
  • Jianfeng LiEmail author
Original Paper


With a growing awareness of environmental protection, the dust pollution caused by automobile foundry work has become a serious and urgent problem. This study aimed to explore contamination levels and health effects of automobile foundry dust. A total of 276 dust samples from six types of work in an automobile foundry factory were collected and analysed using the filter membrane method. Probabilistic risk assessment model was developed for evaluating the health risk of foundry dust on workers. The health risk and its influencing factors among workers were then assessed by applying the Monte Carlo method to identify the most significant parameters. Health damage assessment was conducted to translate health risk into disability-adjusted life year (DALY). The results revealed that the mean concentration of dust on six types of work ranged from 1.67 to 5.40 mg/m3. The highest health risks to be come from melting, cast shakeout and finishing, followed by pouring, sand preparation, moulding and core-making. The probability of the risk exceeding 10−6 was approximately 85%, 90%, 90%, 75%, 70% and 45%, respectively. The sensitivity analysis indicated that average time, exposure duration, inhalation rate and dust concentration (C) made great contribution to dust health risk. Workers exposed to cast shakeout and finishing had the largest DALY of 48.64a. These results can further help managers to fully understand the dust risks on various types of work in the automobile foundry factories and provide scientific basis for the management and decision-making related to health damage assessment.


Automobile foundry Dust Health risk assessment Disability-adjusted life year Monte Carlo simulation 



The study was financially supported by the National Natural Science Foundation of China (No. 51674268).


  1. Al-Anbari, S., Khalina, A., Alnuaimi, A., Normariah, A., & Yahya, A. (2005). Risk assessment of safety and health (RASH) for building construction. Process Safety and Environmental Protection, 94, 149–158. Scholar
  2. Andersson, L., Bryngelsson, I. L., Ohlson, C. G., Nayström, P., Lilja, B. G., & Westberg, H. (2008). Quartz and dust exposure in Swedish iron foundries. Journal of Occupational and Environmental Hygiene, 6, 9–18. Scholar
  3. Chen, S. C., & Liao, C. M. (2006). Health risk assessment on human exposed to environmental polycyclic aromatic hydrocarbons pollution sources. Science of the Total Environment, 366, 112–123. Scholar
  4. Chen, W. H., Liu, Y. W., Wang, H. J., Hnizdo, E., Sun, Y., Su, L. P., et al. (2012). Long-term exposure to silica dust and risk of total and cause-specific mortality in Chinese workers: A cohort study. PLoS Medicine, 9, 1–11. Scholar
  5. Cheung, K., Daher, N., Kam, W., Shafer, M. M., Ning, Z., Schauer, J. J., et al. (2011). Spatial and temporal variation of chemical composition and mass closure of ambient coarse particulate matter (PM10–2.5) in the Los Angeles area. Atmospheric Environment, 45(16), 2651–2662. Scholar
  6. Cheung, K. C., & Wong, M. H. (2006). Risk assessment of heavy metal contamination in shrimp farming in Mai Po Nature Reserve. Hong Kong. Environmental Geochemistry and Health, 28(1–2), 27–36. Scholar
  7. Chiang, K. C., Chio, C. P., Chiang, Y. H., & Liao, C. M. (2009). Assessing hazardous risks of human exposure to temple airborne polycyclic aromatic hydrocarbons. Journal of Hazardous Materials, 166, 676–685. Scholar
  8. De Miguel, E., Iribarren, I., Chacon, E., Ordonez, A., & Charlesworth, S. (2007). Risk-based evaluation of the exposure of children to trace elements in playgrounds in Madrid (Spain). Chemosphere, 66, 505–513. Scholar
  9. Dong, T., Li, T. X., Zhao, X. G., Cao, S. Z., Wang, B. B., Ma, J., et al. (2014). Source and health risk assessment of heavy metals in ambient air PM10 from one coking plant. Huanjing Kexue, 35, 1238–1244. Scholar
  10. Donoghue, A. M. (2001). The design of hazard risk assessment matrices for ranking occupational health risks and their application in mining and minerals processing. Occupational Medicine, 51, 118–123. Scholar
  11. Hamzah, N. A., Tamrin, S. B. M., & Ismail, N. H. (2014). Metal dust exposure and respiratory health of male steel workers in Terengganu, Malaysia. Iranian Journal of Public Health, 43, 154–166.Google Scholar
  12. Harder, R., Holmquist, H., Molander, S., Svanström, M., & Peters, G. M. (2015). Review of environmental assessment case studies blending elements of risk assessment and life cycle assessment. Environmental Science and Technology, 49, 13083–13093. Scholar
  13. Harrad, S., Hazrati, S., & Ibarra, C. (2006). Concentrations of polychlorinated biphenyls in indoor air and polybrominated diphenyl ethers in indoor air and dust in Birmingham, United Kingdom: Implications for human exposure. Environmental Science and Technology, 40, 4633–4638. Scholar
  14. Hsieh, N. H., & Liao, C. M. (2013). Assessing exposure risk for dust storm events-associated lung function decrement in asthmatics and implications for control. Atmospheric Environment, 68, 256–264. Scholar
  15. Jiang, Y., Shi, L., Guang, A. L., Mu, Z., Zhan, H., & Wu, Y. (2017). Contamination levels and human health risk assessment of toxic heavy metals in street dust in an industrial city in northwest china. Environmental Geochemistry and Health, 40(5), 2007–2020. Scholar
  16. Kim, K. H., Kabir, E., & Kabir, S. (2015). A review on the human health impact of airborne particulate matter. Environment International, 74, 136–143. Scholar
  17. Krishnaraj, R. (2015). Control of pollution emitted by foundries. Environmental Chemistry Letters, 13, 149–156. Scholar
  18. Kuusisto, S., Lindroos, O., Rantio, T., Priha, E., & Tuhkanen, T. (2007). PCB contaminated dust on indoor surfaces–Health risks and acceptable surface concentrations in residential and occupational settings. Chemosphere, 67, 1194–1201. Scholar
  19. Li, F., Huang, J. H., Zeng, G. M., Yuan, X. Z., Liang, J., Wang, X. Y., et al. (2012). Multimedia health risk assessment: A case study of scenario-uncertainty. Journal of Central South University, 19, 2901–2909. Scholar
  20. Li, X. D., Gao, Y. X., Kong, X. Q., & Zhang, Z. H. (2013). Health damage assessment of interior decorations based on the LCA methodology. Journal of Tsinghua University (Science and Technology), 53, 66–71. Scholar
  21. Li, X. D., Su, S., & Huang, T. J. (2015). Health damage assessment model for construction dust. Journal of Tsinghua University (Science and Technology), 55, 50–55. Scholar
  22. Li, X. D., Zhu, Y. M., & Zhang, Z. H. (2010). An LCA-based environmental impact assessment model for construction processes. Build and Environment, 45, 766–775. Scholar
  23. Liu, Y. Z., Ma, J. W., Yan, H. X., Ren, Y. Q., Wang, B. B., Lin, C. Y., et al. (2016). Bioaccessibility and health risk assessment of arsenic in soil and indoor dust in rural and urban areas of Hubei province, China. Ecotoxicology and Environmental Safety, 126, 14–22. Scholar
  24. Man, Y. B., Wu, S. C., & Wong, M. H. (2014). Shark fin, a symbol of wealth and good fortune may pose health risks: the case of mercury. Environmental Geochemistry and Health, 36(6), 1015–1027. Scholar
  25. Ministry of Health. (2004). Specifications of air sampling for hazardous substances monitoring in the workplace. GBZ 159-2004.Google Scholar
  26. Ministry of Health. (2007). Determination of dust in the air of workplace Part 1: Total dust concentration. GBZ/T 192-2007.Google Scholar
  27. Morteza, M. M., Hossein, K., Amirhossein, M., Naser, H., Gholamhossein, H., & Hossein, F. (2013). Designing, construction, assessment, and efficiency of local exhaust ventilation in controlling crystalline silica dust and particles, and formaldehyde in a foundry industry plant. Arhiv za Higijenu Rada i Toksikologiju, 64, 123–131. Scholar
  28. Murray, C. J. (1994). Quantifying the burden of disease: the technical basis for disability-adjusted life years. Bulletin of the World Health Organization, 72, 429–445.Google Scholar
  29. Murray, C. J., & Lopez, A. D. (1997). Regional patterns of disability-free life expectancy and disability-adjusted life expectancy: Global Burden of Disease Study. The Lancet, 349, 1347–1352. Scholar
  30. Najmeddin, A., & Keshavarzi, B. (2018). Health risk assessment and source apportionment of polycyclic aromatic hydrocarbons associated with PM10 and road deposited dust in Ahvaz metropolis of Iran. Environmental Geochemistry and Health. Scholar
  31. National Bureau of Statistics of China. (2011). China Statistical Yearbook 2011. Accessed January 30, 2017.
  32. Öberg, T., & Bergbäck, B. (2005). A review of probabilistic risk assessment of contaminated land (12 pp). Journal of Soils and Sediments, 5, 213–224. Scholar
  33. Omidianidost, A., Ghasemkhani, M., Kakooei, H., Shahtaheri, S. J., & Ghanbari, M. (2016). Risk assessment of occupational exposure to crystalline silica in small foundries in Pakdasht, Iran. Iranian Journal of Public Health, 45, 70–75.Google Scholar
  34. Othman, M., Latif, M. T., & Mohamed, A. F. (2018). Health impact assessment from building life cycles and trace metals in coarse particulate matter in urban office environments. Ecotoxicology and Environmental Safety, 148, 293–302. Scholar
  35. Paiman, N. A., Leman, A. M., Hariri, A., & Ismail, M. (2013). Respirable dust exposure: Symptoms and effect on lung function of industrial workers. Applied Mechanics and Materials, 465–466, 1196–1201. Scholar
  36. Peng, C., Cai, Y. M., Wang, T. Y., Xiao, R. B., & Chen, W. P. (2016). Regional probabilistic risk assessment of heavy metals in different environmental media and land uses: an urbanization-affected drinking water supply area. Scientific Reports, 6, 37084. Scholar
  37. Phan, K., Kim, K. W., Huoy, L., Phan, S., Se, S., Capon, A. G., et al. (2016). Current status of arsenic exposure and social implication in the Mekong River basin of Cambodia. Environmental Geochemistry and Health, 38(3), 763–772. Scholar
  38. Qi, C., Wu, J. B., Wu, K., Zhao, T. Q., Yao, H. L., Zheng, Y. Y., et al. (2011). Survey and analysis on occupational hazards in investment casting enterprise. Chinese Production Safety Science and Technology, 07, 181–184. Scholar
  39. Qiming, J. Y., Cao, Q., & Connell, D. W. (2012). An overall risk probability-based method for quantification of synergistic and antagonistic effects in health risk assessment for mixtures: Theoretical concepts. Environmental Science and Pollution Research, 19(7), 2627–2633. Scholar
  40. Qu, C., Li, B., Wu, H., Wang, S., & Giesy, J. P. (2015). Multi-pathway assessment of human health risk posed by polycyclic aromatic hydrocarbons. Environmental Geochemistry and Health, 37(3), 587–601. Scholar
  41. Riaz, M. A., Akhtar, T., Bari, A., Riaz, A., Mujtaba, G., Ali, M., et al. (2017). Heavy metals identification and exposure at workplace environment its extent of accumulation in blood of iron and steel recycling foundry workers of Lahore, Pakistan. Pakistan Journal of Pharmaceutical Sciences, 30, 1233–1238.Google Scholar
  42. Rice, G., Swartout, J., Mahaffey, K., & Schoeny, R. (2000). Derivation of US EPA’s oral Reference Dose (RfD) for methylmercury. Drug and Chemical Toxicology, 23, 41–54. Scholar
  43. Rosenman, K. D., Reilly, M. J., Rice, C., Hertzberg, V., Tseng, C. Y., & Anderson, H. A. (1996). Silicosis among foundry workers: Implication for the need to revise the OSHA standard. American Journal of Epidemiology, 144, 890–900. Scholar
  44. Rushton, L. (2007). Chronic obstructive pulmonary disease and occupational exposure to silica. Reviews on Environmental Health, 22, 255–272. Scholar
  45. Sander, P., Bergbäck, B., & Öberg, T. (2006). Uncertain numbers and uncertainty in the selection of input distributions—Consequences for a probabilistic risk assessment of contaminated land. Risk Analysis, 26, 1363–1375. Scholar
  46. Schenker, M. B., Pinkerton, K. E., Mitchell, D., Vallyathan, V., Elvine-Kreis, B., & Green, F. H. (2009). Pneumoconiosis from agricultural dust exposure among young California farmworkers. Environmental Health Perspectives, 117, 988–994. Scholar
  47. Shen, Z. X., Cao, J. J., Arimoto, R., Han, Z. W., Zhang, R. J., Han, Y. M., et al. (2009). Ionic composition of TSP and PM2.5 during dust storms and air pollution episodes at Xi’an. China Atmospheric Environment, 43, 2911–2918. Scholar
  48. Song, G. J., Yang, L., Cheng, A. X., Guan, R. B., Shen, H. G., Qiang, T. W., et al. (2014). Measurement and analysis on the concentration of dust of various diameters in a foundry workshop. Applied Mechanics and Materials, 651–653, 455–459. Scholar
  49. Tamura, T., Suganuma, N., Hering, K. G., Vehmas, T., Itoh, H., Akira, M., et al. (2015). Relationships (I) of international classification of high-resolution computed tomography for occupational and environmental respiratory diseases with the ILO international classification of radiographs of pneumoconioses for parenchymal abnormalities. Industrial Health, 53, 260–270. Scholar
  50. Tong, R. P., Cheng, M. Z., Zhang, L., Liu, M., Yang, X. Y., Li, X. D., et al. (2018). The construction dust-induced occupational health risk using Monte Carlo simulation. Journal of Cleaner Production, 184, 598–608. Scholar
  51. Tong, R. P., Zhai, Y. B., Liu, X., Li, X. D., & Wang, W. J. (2013). A health damage evaluation method for coal mine dust in its life cycle. China Safety Science Journal, 23, 126–131. Scholar
  52. USEPA. (1989). Risk-assessment guidance for Superfund. Human Health Evaluation Manual. Part A. Vol. 1. EPA/540/1-89/002. Accessed January 30, 2017.
  53. USEPA. (2003). Appendix A to 40 CFR, Part 423–126 Priority Pollutants. Accessed January 30, 2017.
  54. Van Deurssen, E., Pronk, A., Spaan, S., Goede, H., Tielemans, E., Heederik, D., et al. (2014). Quartz and respirable dust in the Dutch construction industry: A baseline exposure assessment as part of a multidimensional intervention approach. Annals of Occupational Hygiene, 58, 724–738. Scholar
  55. Wang, L. H., Weng, S. F., Wen, S., Shi, T. M., Sun, G. T., Zeng, Y. Y., et al. (2013). Polychlorinated dibenzo-p-dioxins and dibenzofurans and their association with cancer mortality among workers in one automobile foundry factory. Science of the Total Environment, 443, 104–111. Scholar
  56. Wang, Z., Wang, S., Nie, J., Wang, Y., & Liu, Y. (2017). Assessment of polycyclic aromatic hydrocarbons in indoor dust from varying categories of rooms in Changchun city, Northeast China. Environmental Geochemistry and Health, 39(1), 15–27. Scholar
  57. Wang, Z. S., Duan, X. L., Liu, P., Nie, J., Huang, N., Zhang, J. L., et al. (2009). Human exposure factors of Chinese people in environmental health risk assessment. Research of Environmental Sciences, 22(10), 1164–1170. Scholar
  58. Xiang, H. L., Yang, J., Qiu, Z. Z., Lei, W. X., Zeng, T. T., & Lan, Z. C. (2015). Health risk assessment of tunnel workers based on the investigation and analysis of occupational exposure to PM10. Huanjing Kexue, 36(08), 2768–2774. Scholar
  59. Zhang, L. B., Wang, F. M., Ji, Y. Q., Jiao, J., Zou, D. K., Liu, L. L., et al. (2014). Phthalate esters (PAEs) in indoor PM10/PM2.5 and human exposure to PAEs via inhalation of indoor air in Tianjin. China Atmospheric Environment, 85, 139–146. Scholar
  60. Zhang, M., Zheng, Y. D., Du, X. Y., Lu, Y., Li, W. J., Qi, C., et al. (2010). Silicosis in automobile foundry workers: A 29-year cohort study. Biomedical and Environmental Sciences, 23, 121–129. Scholar
  61. Zhang, M. S., Song, Y., & Cai, X. H. (2007). A health-based assessment of particulate air pollution in urban areas of Beijing in 2000–2004. Science of the Total Environment, 376, 100–108. Scholar
  62. Zhang, Y., Liu, P., Wang, C., & Wu, Y. (2017). Human health risk assessment of cadmium via dietary intake by children in Jiangsu Province, China. Environmental geochemistry and health, 39(1), 29–41. Scholar
  63. Zhang, Z. H., & Wu, F. (2008). Health impairment due to building construction dust pollution. Journal of Tsinghua University (Science and Technology), 48(6), 922–925. Scholar

Copyright information

© Springer Nature B.V. 2019

Authors and Affiliations

  1. 1.School of Emergency Management and Safety EngineeringChina University of Mining and Technology (Beijing)BeijingChina
  2. 2.Baic Motor Corporation, Ltd.Baic GroupBeijingChina
  3. 3.School of Environment, Guangzhou Key Laboratory of Environmental Exposure and Health, and Guangdong Key Laboratory of Environmental Pollution and HealthJinan UniversityGuangzhouChina

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