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What’s Missing in Environmental (Self-)Monitoring: Evidence from Strategic Shutdowns of Pollution Monitors

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  • Yingfei Mu
  • Edward A. Rubin
  • Eric Zou

Abstract

Regulators often rely on regulated entities to self-monitor compliance, potentially creating strategic incentives for endogenous monitoring. This paper builds a framework to detect whether local governments skip air pollution monitoring when they expect air quality to deteriorate. The core of our method tests whether the timing of monitor shutdowns coincides with the counties’ air quality alerts – public advisories based on local governments’ own pollution forecasts. Applying the method to a monitor in Jersey City, NJ, suspected of a deliberate shutdown during the 2013 “Bridgegate” traffic jam, we find a 33% reduction of this monitor’s sampling rate on pollution-alert days. Building on large-scale inference tools, we then apply the method to test more than 1,300 monitors across the U.S., finding 14 metro areas with clusters of monitors showing similar strategic behavior. We assess geometric imputation and remote-sensing technologies as potential solutions to deter future strategic monitoring.

Suggested Citation

  • Yingfei Mu & Edward A. Rubin & Eric Zou, 2021. "What’s Missing in Environmental (Self-)Monitoring: Evidence from Strategic Shutdowns of Pollution Monitors," NBER Working Papers 28735, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:28735
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    1. Anderson, Michael L., 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
    2. Garret Christensen & Edward Miguel, 2018. "Transparency, Reproducibility, and the Credibility of Economics Research," Journal of Economic Literature, American Economic Association, vol. 56(3), pages 920-980, September.
    3. Joseph S. Shapiro & Reed Walker, 2020. "Is Air Pollution Regulation Too Lenient? Evidence from US Offset Markets," NBER Working Papers 28199, National Bureau of Economic Research, Inc.
    4. Mathias Reynaert & James M. Sallee, 2021. "Who Benefits When Firms Game Corrective Policies?," American Economic Journal: Economic Policy, American Economic Association, vol. 13(1), pages 372-412, February.
    5. Wallace E. Oates & Wallace E. Oates, 2004. "A Reconsideration of Environmental Federalism," Chapters, in: Environmental Policy and Fiscal Federalism, chapter 7, pages 125-156, Edward Elgar Publishing.
    6. Peter T. Leeson & Russell S. Sobel, 2008. "Weathering Corruption," Journal of Law and Economics, University of Chicago Press, vol. 51(4), pages 667-681, November.
    7. Michael Greenstone & John A. List & Chad Syverson, 2011. "The Effects of Environmental Regulation on the Competiveness of U.S. Manufacturing," Working Papers 11-03, Center for Economic Studies, U.S. Census Bureau.
    8. Mathias Reynaert, 2021. "Abatement Strategies and the Cost of Environmental Regulation: Emission Standards on the European Car Market," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(1), pages 454-488.
    9. Meredith Fowlie & Edward Rubin & Reed Walker, 2019. "Bringing Satellite-Based Air Quality Estimates Down to Earth," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 283-288, May.
    10. Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker, 2012. "The Oregon Health Insurance Experiment: Evidence from the First Year," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1057-1106.
    11. Wesley Blundell & Gautam Gowrisankaran & Ashley Langer, 2020. "Escalation of Scrutiny: The Gains from Dynamic Enforcement of Environmental Regulations," American Economic Review, American Economic Association, vol. 110(8), pages 2558-2585, August.
    12. James Heckman & Seong Hyeok Moon & Rodrigo Pinto & Peter Savelyev & Adam Yavitz, 2010. "Analyzing social experiments as implemented: evidence from the HighScope Perry Preschool Program," CeMMAP working papers CWP22/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    13. Michael Greenstone & Guojun He & Ruixue Jia & Tong Liu, 2020. "Can Technology Solve the Principal-Agent Problem? Evidence from China’s War on Air Pollution," Working Papers 2020-87, Becker Friedman Institute for Research In Economics.
    14. Thomas Buchmueller & Sarah Miller & Marko Vujicic, 2016. "How Do Providers Respond to Changes in Public Health Insurance Coverage? Evidence from Adult Medicaid Dental Benefits," American Economic Journal: Economic Policy, American Economic Association, vol. 8(4), pages 70-102, November.
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    Cited by:

    1. Robert Metcalfe & Sefi Roth, 2025. "Making the Invisible Visible: The Impact of Revealing Indoor Air Pollution on Behavior and Welfare," Framed Field Experiments 00819, The Field Experiments Website.
    2. Jonathan Colmer & Mary F. Evans & Jay Shimshack, 2023. "Environmental citizen complaints," CEP Discussion Papers dp1903, Centre for Economic Performance, LSE.
    3. Xinming Du, 2023. "Symptom or Culprit? Social Media, Air Pollution, and Violence," CESifo Working Paper Series 10296, CESifo.

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    More about this item

    JEL classification:

    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • H77 - Public Economics - - State and Local Government; Intergovernmental Relations - - - Intergovernmental Relations; Federalism
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling

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