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Quasi-Experimental Methods in Environmental Economics: Opportunities and Challenges

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  • Olivier Deschenes
  • Kyle C. Meng

Abstract

This paper examines the application of quasi-experimental methods in environmental economics. We begin with two observations: i) standard quasi-experimental methods, first applied in other microeconomic fields, typically assume unit-level treatments that do not spill over across units; (ii) because public goods, such as environmental attributes, exhibit externalities, treatment of one unit often affects other units. To explore the implications of applying standard quasi-experimental methods to public good problems, we extend the potential outcomes framework to explicitly distinguish between unit-level source and the resulting group-level exposure of a public good. This new framework serves as a foundation for reviewing and interpreting key papers from the recent empirical literature. We formally demonstrate that two common quasi-experimental estimators of the marginal social benefit of a public good can be biased due to externality spillovers, even when the source of the public good itself is quasi-randomly assigned. We propose an unbiased estimator for the valuation of local public goods and discuss how it can be implemented in future studies. Finally, we consider how to preserve the advantages of the quasi-experimental approach when valuing global public goods, such as climate change mitigation, for which no control units are available.

Suggested Citation

  • Olivier Deschenes & Kyle C. Meng, 2018. "Quasi-Experimental Methods in Environmental Economics: Opportunities and Challenges," NBER Working Papers 24903, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:24903
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    Cited by:

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    3. Maogang Tang & Ruihan Zhang & Zhen Li & Baijun Wu, 2021. "Assessing the impact of tradable discharge permit on pollution reduction and innovation: micro-evidence from Chinese industrial enterprises," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(11), pages 16911-16933, November.
    4. Godzinski, Alexandre & Suarez Castillo, Milena, 2021. "Disentangling the effects of air pollutants with many instruments," Journal of Environmental Economics and Management, Elsevier, vol. 109(C).
    5. Hernandez-Cortes, Danae & Meng, Kyle C., 2023. "Do environmental markets cause environmental injustice? Evidence from California’s carbon market," Journal of Public Economics, Elsevier, vol. 217(C).
    6. Cauê Carrilho & Gabriela Demarchi & Amy Duchelle & Sven Wunder & Carla Morsello, 2022. "Permanence of avoided deforestation in a Transamazon REDD+ initiative (Pará, Brazil)," CEE-M Working Papers hal-03614704, CEE-M, Universtiy of Montpellier, CNRS, INRA, Montpellier SupAgro.
    7. Carrilho, Cauê D. & Demarchi, Gabriela & Duchelle, Amy E. & Wunder, Sven & Morsello, Carla, 2022. "Permanence of avoided deforestation in a Transamazon REDD+ project (Pará, Brazil)," Ecological Economics, Elsevier, vol. 201(C).
    8. Tang, Maogang & Li, Zhen & Hu, Fengxia & Wu, Baijun & Zhang, Ruihan, 2021. "Market failure, tradable discharge permit, and pollution reduction: Evidence from industrial firms in China," Ecological Economics, Elsevier, vol. 189(C).

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    More about this item

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • H23 - Public Economics - - Taxation, Subsidies, and Revenue - - - Externalities; Redistributive Effects; Environmental Taxes and Subsidies
    • H41 - Public Economics - - Publicly Provided Goods - - - Public Goods
    • Q50 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - General
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q52 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Pollution Control Adoption and Costs; Distributional Effects; Employment Effects
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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