IDEAS home Printed from https://ideas.repec.org/a/eee/jeeman/v104y2020ics0095069620300905.html
   My bibliography  Save this article

When tax incentives drive illicit behavior: The manipulation of fuel economy in the automobile industry

Author

Listed:
  • Tanaka, Shinsuke

Abstract

This study examines and identifies the underlying incentives for falsifying fuel economy on the part of the automobile industry. Using novel microdata on on-road fuel consumption in Japan, we find a discontinuous increase in the fuel economy gap—the disparity between official test results and real-world fuel economy—of 6 percent at the tax-incentive eligibility thresholds. Further evidence suggests that much of the observed gap remains unexplained by driver or vehicle characteristics, and that no gap is observed at similar levels of fuel economy when they are not tied to the large tax-incentive eligibility. Our findings suggest that feebates, large incentive schemes based on fuel economy levels, may in turn incentivize automakers to “cook the books” on fuel economy figures.

Suggested Citation

  • Tanaka, Shinsuke, 2020. "When tax incentives drive illicit behavior: The manipulation of fuel economy in the automobile industry," Journal of Environmental Economics and Management, Elsevier, vol. 104(C).
  • Handle: RePEc:eee:jeeman:v:104:y:2020:i:c:s0095069620300905
    DOI: 10.1016/j.jeem.2020.102367
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0095069620300905
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jeem.2020.102367?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    2. Paulina Oliva, 2015. "Environmental Regulations and Corruption: Automobile Emissions in Mexico City," Journal of Political Economy, University of Chicago Press, vol. 123(3), pages 686-724.
    3. 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.
    4. Imbens, Guido & Lemieux, Thomas, 2008. "Special issue editors' introduction: The regression discontinuity design--Theory and applications," Journal of Econometrics, Elsevier, vol. 142(2), pages 611-614, February.
    5. Soren T. Anderson & James M. Sallee, 2016. "Designing Policies to Make Cars Greener," Annual Review of Resource Economics, Annual Reviews, vol. 8(1), pages 157-180, October.
    6. Antonio M. Bento & Lawrence H. Goulder & Mark R. Jacobsen & Roger H. von Haefen, 2009. "Distributional and Efficiency Impacts of Increased US Gasoline Taxes," American Economic Review, American Economic Association, vol. 99(3), pages 667-699, June.
    7. Jens Ludwig & Douglas L. Miller, 2007. "Does Head Start Improve Children's Life Chances? Evidence from a Regression Discontinuity Design," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 159-208.
    8. Atif Mian & Amir Sufi, 2012. "The Effects of Fiscal Stimulus: Evidence from the 2009 Cash for Clunkers Program," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1107-1142.
    9. Schipper, Lee & Tax, Wienke, 1994. "New car test and actual fuel economy: yet another gap?," Transport Policy, Elsevier, vol. 1(4), pages 257-265, October.
    10. Mark Hoekstra & Steven L. Puller & Jeremy West, 2017. "Cash for Corollas: When Stimulus Reduces Spending," American Economic Journal: Applied Economics, American Economic Association, vol. 9(3), pages 1-35, July.
    11. Sallee, James M. & Slemrod, Joel, 2012. "Car notches: Strategic automaker responses to fuel economy policy," Journal of Public Economics, Elsevier, vol. 96(11), pages 981-999.
    12. Chandra, Ambarish & Gulati, Sumeet & Kandlikar, Milind, 2010. "Green drivers or free riders? An analysis of tax rebates for hybrid vehicles," Journal of Environmental Economics and Management, Elsevier, vol. 60(2), pages 78-93, September.
    13. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    14. Clerides, Sofronis & Zachariadis, Theodoros, 2008. "The effect of standards and fuel prices on automobile fuel economy: An international analysis," Energy Economics, Elsevier, vol. 30(5), pages 2657-2672, September.
    15. Yoshifumi Konishi & Meng Zhao, 2017. "Can Green Car Taxes Restore Efficiency? Evidence from the Japanese New Car Market," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(1), pages 51-87.
    16. Shanjun Li & Joshua Linn & Erich Muehlegger, 2014. "Gasoline Taxes and Consumer Behavior," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 302-342, November.
    17. Lucas W. Davis & Lutz Kilian, 2011. "Estimating the effect of a gasoline tax on carbon emissions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(7), pages 1187-1214, November.
    18. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    19. Koichiro Ito & James M. Sallee, 2018. "The Economics of Attribute-Based Regulation: Theory and Evidence from Fuel Economy Standards," The Review of Economics and Statistics, MIT Press, vol. 100(2), pages 319-336, May.
    20. Soren T. Anderson & James M. Sallee, 2016. "Designing Policies to Make Cars Greener: A Review of the Literature," NBER Working Papers 22242, National Bureau of Economic Research, Inc.
    21. David L. Greene, 1990. "CAFE OR PRICE?: An Analysis of the Effects of Federal Fuel Economy Regulations and Gasoline Price on New Car MPG, 1978-89," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 37-58.
    22. Christopher R. Knittel, 2011. "Automobiles on Steroids: Product Attribute Trade-Offs and Technological Progress in the Automobile Sector," American Economic Review, American Economic Association, vol. 101(7), pages 3368-3399, December.
    23. Arie Beresteanu & Shanjun Li, 2011. "Gasoline Prices, Government Support, And The Demand For Hybrid Vehicles In The United States," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(1), pages 161-182, February.
    24. Thomas Klier & Joshua Linn, 2012. "New‐vehicle characteristics and the cost of the Corporate Average Fuel Economy standard," RAND Journal of Economics, RAND Corporation, vol. 43(1), pages 186-213, March.
    25. Pinelopi Koujianou Goldberg, 1998. "The Effects of the Corporate Average Fuel Efficiency Standards in the US," Journal of Industrial Economics, Wiley Blackwell, vol. 46(1), pages 1-33, March.
    26. Antonio Bento & Kenneth Gillingham & Kevin Roth, 2017. "The Effect of Fuel Economy Standards on Vehicle Weight Dispersion and Accident Fatalities," NBER Working Papers 23340, National Bureau of Economic Research, Inc.
    27. Lemieux, Thomas & Imbens, Guido, 2008. "The Regression Discontinuity Design — Theory and Applications," Scholarly Articles 3043411, Harvard University Department of Economics.
    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. Konishi, Yoshifumi & Kuroda, Sho, 2023. "Why is Japan’s carbon emissions from road transportation declining?," Japan and the World Economy, Elsevier, vol. 66(C).
    2. Wang, Kai-Hua & Su, Chi-Wei & Xiao, Yidong & Liu, Lu, 2022. "Is the oil price a barometer of China's automobile market? From a wavelet-based quantile-on-quantile regression perspective," Energy, Elsevier, vol. 240(C).
    3. Kwangho Ko & Tongwon Lee & Seunghyun Jeong, 2021. "A Deep Learning Method for Monitoring Vehicle Energy Consumption with GPS Data," Sustainability, MDPI, vol. 13(20), pages 1-15, October.
    4. Knittel, Christopher R. & Tanaka, Shinsuke, 2021. "Fuel economy and the price of gasoline: Evidence from fueling-level micro data," Journal of Public Economics, Elsevier, vol. 202(C).

    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. Rik L. Rozendaal & Herman R. J. Vollebergh, 2021. "Policy-Induced Innovation in Clean Technologies: Evidence from the Car Market," CESifo Working Paper Series 9422, CESifo.
    2. West, Jeremy & Hoekstra, Mark & Meer, Jonathan & Puller, Steven L., 2017. "Vehicle miles (not) traveled: Fuel economy requirements, vehicle characteristics, and household driving," Journal of Public Economics, Elsevier, vol. 145(C), pages 65-81.
    3. Konishi, Yoshifumi & Kuroda, Sho, 2023. "Why is Japan’s carbon emissions from road transportation declining?," Japan and the World Economy, Elsevier, vol. 66(C).
    4. Arik Levinson, 2019. "Energy Efficiency Standards Are More Regressive Than Energy Taxes: Theory and Evidence," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 6(S1), pages 7-36.
    5. 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.
    6. Matsushima, Hiroshi & Khanna, Madhu, 2022. "Estimating Medium-run Direct Rebound Effects of the Footprint-based CAFE Standard," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322420, Agricultural and Applied Economics Association.
    7. Jeremy West & Mark Hoekstra & Jonathan Meer & Steven L. Puller, 2015. "Vehicle Miles (Not) Traveled: Why Fuel Economy Requirements Don't Increase Household Driving," NBER Working Papers 21194, National Bureau of Economic Research, Inc.
    8. Konishi, Yoshifumi & Managi, Shunsuke, 2020. "Do regulatory loopholes distort technical change? Evidence from new vehicle launches under the Japanese fuel economy regulation," Journal of Environmental Economics and Management, Elsevier, vol. 104(C).
    9. Beaudoin, Justin & Chen, Yuan & Heres, David R. & Kheiravar, Khaled H. & Lade, Gabriel E. & Yi, Fujin & Zhang, Wei & Lin Lawell, C.-Y. Cynthia, 2018. "Environmental Policies in the Transportation Sector: Taxes, Subsidies, Mandates, Restrictions, and Investment," ISU General Staff Papers 201808150700001050, Iowa State University, Department of Economics.
    10. Xing, Jianwei & Leard, Benjamin & Li, Shanjun, 2021. "What does an electric vehicle replace?," Journal of Environmental Economics and Management, Elsevier, vol. 107(C).
    11. Helm, Ines & Koch, Nicolas & Rohlf, Alexander, 2023. "The effects of cash for clunkers on local air quality," Journal of Urban Economics, Elsevier, vol. 138(C).
    12. Bartalotti Otávio, 2019. "Regression Discontinuity and Heteroskedasticity Robust Standard Errors: Evidence from a Fixed-Bandwidth Approximation," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-26, January.
    13. James Archsmith & Kenneth T. Gillingham & Christopher R. Knittel & David S. Rapson, 2020. "Attribute substitution in household vehicle portfolios," RAND Journal of Economics, RAND Corporation, vol. 51(4), pages 1162-1196, December.
    14. 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.
    15. Tikoudis, Ioannis & Mebiame, Rose Mba & Oueslati, Walid, 2023. "Projecting the fuel efficiency of conventional vehicles: CAFE regulations, gasoline taxes and autonomous technical change," Energy Policy, Elsevier, vol. 183(C).
    16. Tatsuya Abe, 2022. "Welfare Effects of Fuel Tax and Feebate Policies in the Japanese New Car Market," Working Papers e172, Tokyo Center for Economic Research.
    17. Huse, Cristian, 2014. "Fast and Furious (and Dirty): How Asymmetric Regulation May Hinder Environmental Policy," MPRA Paper 48909, University Library of Munich, Germany.
    18. Doremus, Jacqueline & Helfand, Gloria & Liu, Changzheng & Donahue, Marie & Kahan, Ari & Shelby, Michael, 2019. "Simpler is better: Predicting consumer vehicle purchases in the short run," Energy Policy, Elsevier, vol. 129(C), pages 1404-1415.
    19. Thomas Klier & Joshua Linn, 2015. "Using Taxes to Reduce Carbon Dioxide Emissions Rates of New Passenger Vehicles: Evidence from France, Germany, and Sweden," American Economic Journal: Economic Policy, American Economic Association, vol. 7(1), pages 212-242, February.
    20. Shanjun Li & Joshua Linn & Erich Muehlegger, 2014. "Gasoline Taxes and Consumer Behavior," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 302-342, November.

    More about this item

    Keywords

    Fuel economy gap; Feebate policy; Manipulation; Automobile industry;
    All these keywords.

    JEL classification:

    • H23 - Public Economics - - Taxation, Subsidies, and Revenue - - - Externalities; Redistributive Effects; Environmental Taxes and Subsidies
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy
    • L62 - Industrial Organization - - Industry Studies: Manufacturing - - - Automobiles; Other Transportation Equipment; Related Parts and Equipment
    • L51 - Industrial Organization - - Regulation and Industrial Policy - - - Economics of Regulation

    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:eee:jeeman:v:104:y:2020:i:c:s0095069620300905. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622870 .

    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.