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Evidence that the accuracy of self-reported lead emissions data improved: A puzzle and discussion

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  • Sammy Zahran
  • Terrence Iverson
  • Stephan Weiler
  • Anthony Underwood

Abstract

We investigate the accuracy of facility-reported data both within and across emissions and off-site transfer inventories of lead (Pb) in time. We build on recent work using Benford’s Law to detect statistical anomalies in large data sets. Our application exploits a regulatory experiment to test for systematic changes in firm behavior triggered by the 2001 implementation of the Final Rule, a major regulatory change governing the U.S. Environmental Protection Agency’s (EPA) oversight of lead emissions. Statistical results show that the EPA’s Final Rule functioned to significantly improve the accuracy of facility-reported lead data. This finding is surprising because abatement requirements increased and both the probability of firm audit and expected penalties for misreporting apparently decreased in the post-Final Rule period. To explain this counterintuitive result we develop a reporting model for the firm. We argue that organizational investments made in response to specific requirements of the Final Rule, as well as rising public awareness of the risks of lead, may have induced firms to report more accurately. Copyright Springer Science+Business Media New York 2014

Suggested Citation

  • Sammy Zahran & Terrence Iverson & Stephan Weiler & Anthony Underwood, 2014. "Evidence that the accuracy of self-reported lead emissions data improved: A puzzle and discussion," Journal of Risk and Uncertainty, Springer, vol. 49(3), pages 235-257, December.
  • Handle: RePEc:kap:jrisku:v:49:y:2014:i:3:p:235-257
    DOI: 10.1007/s11166-014-9204-1
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    References listed on IDEAS

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    1. Alexander Pfaff & Chris William Sanchirico, 2004. "Big field, small potatoes: An empirical assessment of EPA's self-audit policy," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 23(3), pages 415-432.
    2. Mark Stephan, 2002. "Environmental Information Disclosure Programs: They Work, but Why?," Social Science Quarterly, Southwestern Social Science Association, vol. 83(1), pages 190-205, March.
    3. Arora Seema & Cason Timothy N., 1995. "An Experiment in Voluntary Environmental Regulation: Participation in EPA's 33/50 Program," Journal of Environmental Economics and Management, Elsevier, vol. 28(3), pages 271-286, May.
    4. Konar, Shameek & Cohen, Mark A., 1997. "Information As Regulation: The Effect of Community Right to Know Laws on Toxic Emissions," Journal of Environmental Economics and Management, Elsevier, vol. 32(1), pages 109-124, January.
    5. Livernois, John & McKenna, C. J., 1999. "Truth or consequences: Enforcing pollution standards with self-reporting," Journal of Public Economics, Elsevier, vol. 71(3), pages 415-440, March.
    6. Scott Marchi & James Hamilton, 2006. "Assessing the Accuracy of Self-Reported Data: an Evaluation of the Toxics Release Inventory," Journal of Risk and Uncertainty, Springer, vol. 32(1), pages 57-76, January.
    7. Dumas, Christopher F. & Devine, John H., 2000. "Detecting Evidence Of Non-Compliance In Self-Reported Pollution Emissions Data: An Application Of Benford'S Law," 2000 Annual meeting, July 30-August 2, Tampa, FL 21740, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    8. Heyes, Anthony, 2000. "Implementing Environmental Regulation: Enforcement and Compliance," Journal of Regulatory Economics, Springer, vol. 17(2), pages 107-129, March.
    9. Pargal, Sheoli & Wheeler, David, 1996. "Informal Regulation of Industrial Pollution in Developing Countries: Evidence from Indonesia," Journal of Political Economy, University of Chicago Press, vol. 104(6), pages 1314-1327, December.
    10. George Judge & Laura Schechter, 2009. "Detecting Problems in Survey Data Using Benford’s Law," Journal of Human Resources, University of Wisconsin Press, vol. 44(1).
    11. Downing, Paul B. & Watson, William Jr., 1974. "The economics of enforcing air pollution controls," Journal of Environmental Economics and Management, Elsevier, vol. 1(3), pages 219-236, November.
    12. Susan L. Santos & Vincent T. Covello & David B. McCallum, 1996. "Industry Response to SARA Title III: Pollution Prevention, Risk Reduction, and Risk Communication," Risk Analysis, John Wiley & Sons, vol. 16(1), pages 57-66, February.
    13. Seema Arora & Timothy N. Cason, 1996. "Why Do Firms Volunteer to Exceed Environmental Regulations? Understanding Participation in EPA's 33/50 Program," Land Economics, University of Wisconsin Press, vol. 72(4), pages 413-432.
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    More about this item

    Keywords

    Lead emissions; Final Rule 2001; Benford’s law; Toxic release inventory; Self-regulation; Q53; Q58; K32; K42;
    All these keywords.

    JEL classification:

    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy
    • K32 - Law and Economics - - Other Substantive Areas of Law - - - Energy, Environmental, Health, and Safety Law
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law

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