IDEAS home Printed from https://ideas.repec.org/a/sae/ilrrev/v72y2019i3p718-748.html
   My bibliography  Save this article

The Effect of Workplace Inspections on Worker Safety

Author

Listed:
  • Ling Li
  • Perry Singleton

Abstract

The US Occupational Safety and Health Administration (OSHA) enforces safety regulations through workplace inspections. The authors estimate the effect of inspections on worker safety by exploiting a feature of OSHA’s Site-Specific Targeting plan. The program targeted establishments for inspection if their baseline case rate exceeded a cutoff. This approach generated a discontinuous increase in inspections, which the authors exploit for identification. Using the fuzzy regression discontinuity model, they find that inspections decrease the rate of cases that involve days away from work, job restrictions, and job transfers in the calendar year immediately after the inspection cycle. They find no effect for other case rates or in subsequent years. Effects are most evident in manufacturing and less evident in health services, the largest two-digit industries represented in the data.

Suggested Citation

  • Ling Li & Perry Singleton, 2019. "The Effect of Workplace Inspections on Worker Safety," ILR Review, Cornell University, ILR School, vol. 72(3), pages 718-748, May.
  • Handle: RePEc:sae:ilrrev:v:72:y:2019:i:3:p:718-748
    DOI: 10.1177/0019793918801575
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0019793918801575
    Download Restriction: no

    File URL: https://libkey.io/10.1177/0019793918801575?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Frandsen, Brigham R. & Frölich, Markus & Melly, Blaise, 2012. "Quantile treatment effects in the regression discontinuity design," Journal of Econometrics, Elsevier, vol. 168(2), pages 382-395.
    2. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    3. Alison D. Morantz, 2013. "Coal Mine Safety: Do Unions Make a Difference?," ILR Review, Cornell University, ILR School, vol. 66(1), pages 88-116, January.
    4. Viscusi, W Kip & Aldy, Joseph E, 2003. "The Value of a Statistical Life: A Critical Review of Market Estimates throughout the World," Journal of Risk and Uncertainty, Springer, vol. 27(1), pages 5-76, August.
    5. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    6. John DiNardo & David S. Lee, 2004. "Economic Impacts of New Unionization on Private Sector Employers: 1984–2001," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(4), pages 1383-1441.
    7. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    8. David P. McCaffrey, 1983. "An Assessment of Osha's Recent Effects on Injury Rates," Journal of Human Resources, University of Wisconsin Press, vol. 18(1), pages 131-146.
    9. Robert Stewart Smith, 1979. "The Impact of OSHA Inspections on Manufacturing Injury Rates," Journal of Human Resources, University of Wisconsin Press, vol. 14(2), pages 145-170.
    10. John DiNardo & David S. Lee, 2004. "Economic Impacts of Unionization on Private Sector Employers: 1984-2001," NBER Working Papers 10598, National Bureau of Economic Research, Inc.
    11. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    12. Ruser, John W & Smith, Robert S, 1988. "The Effect of OSHA Records-Check Inspections on Reported Occupational Injuries in Manufacturing Establishments," Journal of Risk and Uncertainty, Springer, vol. 1(4), pages 415-435, December.
    13. John W. Ruser & Robert S. Smith, 1991. "Reestimating Osha's Effects: Have the Data Changed?," Journal of Human Resources, University of Wisconsin Press, vol. 26(2), pages 212-235.
    14. repec:reg:rpubli:282 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Islam, Asad & Lee, Wang-Sheng & Triyana, Margaret & Xia, Xing, 2023. "Improving Health and Safety in the Informal Sector: Evidence from a Randomized Trial in Bangladesh," IZA Discussion Papers 16150, Institute of Labor Economics (IZA).
    2. Ling Li & Shawn Rohlin & Perry Singleton, 2017. "Labor Unions and Occupational Safety: Event-Study Analysis Using Union Elections," Center for Policy Research Working Papers 205, Center for Policy Research, Maxwell School, Syracuse University.
    3. Amin, Md Ruhul & Kim, Incheol & Lee, Suin, 2021. "Local religiosity, workplace safety, and firm value," Journal of Corporate Finance, Elsevier, vol. 70(C).
    4. Kerwin Kofi Charles & Matthew S. Johnson & Melvin Stephens & Do Q. Lee, 2022. "Demand Conditions and Worker Safety: Evidence from Price Shocks in Mining," Journal of Labor Economics, University of Chicago Press, vol. 40(1), pages 47-94.
    5. Perry Singleton, 2021. "Behavioral Bias in Occupational Fatality Risk: Theory, Evidence, and Implications," Center for Policy Research Working Papers 242, Center for Policy Research, Maxwell School, Syracuse University.
    6. Karolien van Nunen & Genserik Reniers & Koen Ponnet, 2022. "Measuring Safety Culture Using an Integrative Approach: The Development of a Comprehensive Conceptual Framework and an Applied Safety Culture Assessment Instrument," IJERPH, MDPI, vol. 19(20), pages 1-39, October.
    7. Fan, Di & Yeung, Andy C.L. & Yiu, Daphne W. & Lo, Chris K.Y., 2022. "Safety regulation enforcement and production safety: The role of penalties and voluntary safety management systems," International Journal of Production Economics, Elsevier, vol. 248(C).
    8. Lai, Tat-kei & Lu, Yi & Ng, Travis, 2022. "Import Competition and Workplace Safety in the U.S. Manufacturing Sector," Journal of Economic Behavior & Organization, Elsevier, vol. 203(C), pages 24-42.
    9. Ling Li & Shawn Rohlin & Perry Singleton, 2022. "Labor Unions and Workplace Safety," ILR Review, Cornell University, ILR School, vol. 75(2), pages 402-426, March.
    10. Amanda M. Grittner & Matthew S. Johnson, 2021. "When Labor Enforcement and Immigration Enforcement Collide: Deterring Worker Complaints Worsens Workplace Safety," Upjohn Working Papers 21-353, W.E. Upjohn Institute for Employment Research.
    11. Anja Bondebjerg & Trine Filges & Jan Hyld Pejtersen & Malene Wallach Kildemoes & Hermann Burr & Peter Hasle & Emile Tompa & Elizabeth Bengtsen, 2023. "Occupational health and safety regulatory interventions to improve the work environment: An evidence and gap map of effectiveness studies," Campbell Systematic Reviews, John Wiley & Sons, vol. 19(4), December.
    12. Matthew S. Johnson & David I. Levine & Michael W. Toffel, 2023. "Improving Regulatory Effectiveness through Better Targeting: Evidence from OSHA," American Economic Journal: Applied Economics, American Economic Association, vol. 15(4), pages 30-67, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
    2. Deng, Taotao & Hu, Yukun & Ma, Mulan, 2019. "Regional policy and tourism: A quasi-natural experiment," Annals of Tourism Research, Elsevier, vol. 74(C), pages 1-16.
    3. Ivan A Canay & Vishal Kamat, 2018. "Approximate Permutation Tests and Induced Order Statistics in the Regression Discontinuity Design," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1577-1608.
    4. Zweimüller, Josef & Lalive, Rafael & Wuellrich, Jean-Philippe, 2009. "Do Financial Incentives for Firms Promote Employment of Disabled Workers? A Regression Discontinuity Approach," CEPR Discussion Papers 7373, C.E.P.R. Discussion Papers.
    5. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    6. repec:pri:cepsud:180rothstein is not listed on IDEAS
    7. Bernal, Noelia & Carpio, Miguel A. & Klein, Tobias J., 2017. "The effects of access to health insurance: Evidence from a regression discontinuity design in Peru," Journal of Public Economics, Elsevier, vol. 154(C), pages 122-136.
    8. Lee Myoung-Jae, 2017. "Regression Discontinuity with Errors in the Running Variable: Effect on Truthful Margin," Journal of Econometric Methods, De Gruyter, vol. 6(1), pages 1-8, January.
    9. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.
    10. Daniel Bradley & Incheol Kim & Xuan Tian, 2017. "Do Unions Affect Innovation?," Management Science, INFORMS, vol. 63(7), pages 2251-2271, July.
    11. Yoichi Arai & Yu‐Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2022. "Testing identifying assumptions in fuzzy regression discontinuity designs," Quantitative Economics, Econometric Society, vol. 13(1), pages 1-28, January.
    12. Rhiannon Jerch & Matthew E. Kahn & Shanjun Li, 2016. "Efficient Local Government Service Provision: The Role of Privatization and Public Sector Unions," NBER Working Papers 22088, National Bureau of Economic Research, Inc.
    13. Ivan A. Canay & Vishal Kamat, 2015. "Approximate permutation tests and induced order statistics in the regression discontinuity design," CeMMAP working papers 27/15, Institute for Fiscal Studies.
    14. Jin-young Choi & Myoung-jae Lee, 2017. "Regression discontinuity: review with extensions," Statistical Papers, Springer, vol. 58(4), pages 1217-1246, December.
    15. Stephanie Riegg Cellini & Fernando Ferreira & Jesse Rothstein, 2008. "The Value of School Facilities: Evidence from a Dynamic Regression Discontinuity Design," NBER Working Papers 14516, National Bureau of Economic Research, Inc.
    16. Bertanha, Marinho, 2020. "Regression discontinuity design with many thresholds," Journal of Econometrics, Elsevier, vol. 218(1), pages 216-241.
    17. Stephanie Riegg Cellini & Fernando Ferreira & Jesse Rothstein, 2008. "The Value of School Facilities: Evidence from a Dynamic Regression Discontinuity Design," NBER Working Papers 14516, National Bureau of Economic Research, Inc.
    18. Onda, Masayuki & Seyler, Edward, 2020. "English learners reclassification and academic achievement: Evidence from Minnesota," Economics of Education Review, Elsevier, vol. 79(C).
    19. Xu, Ke-Li, 2017. "Regression discontinuity with categorical outcomes," Journal of Econometrics, Elsevier, vol. 201(1), pages 1-18.
    20. Wu, Jia & Wei, Xiangdong & Zhang, Hongliang & Zhou, Xiang, 2019. "Elite schools, magnet classes, and academic performances: Regression-discontinuity evidence from China," China Economic Review, Elsevier, vol. 55(C), pages 143-167.
    21. Christopher S. Carpenter & Carlos Dobkin & Casey Warman, 2016. "The Mechanisms of Alcohol Control," Journal of Human Resources, University of Wisconsin Press, vol. 51(2), pages 328-356.

    More about this item

    Keywords

    OSHA; worker safety; workplace inspections; regression discontinuity;
    All these keywords.

    JEL classification:

    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy
    • K32 - Law and Economics - - Other Substantive Areas of Law - - - Energy, Environmental, Health, and Safety Law

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:ilrrev:v:72:y:2019:i:3:p:718-748. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: http://www.ilr.cornell.edu .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.