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Do lenders price diesel risk? Evidence from Dieselgate and low-emission zones in captive vs. independent banks

Author

Listed:
  • Beyene, Winta
  • Falagiarda, Matteo
  • Ongena, Steven
  • Scopelliti, Alessandro

Abstract

Transitioning to a sustainable economy and reducing air pollution hinge on appropriate economic incentives and financing conditions. The auto loan market offers a prime setting, as lenders' credit terms can either discourage or incentivize the purchase of high-pollution vehicles. Using loan-level data, we examine how captive and independent banks adjust lending conditions in response to information and regulatory shocks affecting diesel vehicles. Exploiting the 2015 diesel emissions scandal and the introduction of local circulation restrictions, we show that lending responses differ systematically across lender types, with captive banks tending to weaken, rather than reinforce, the effectiveness of environmental regulation for air pollution.

Suggested Citation

  • Beyene, Winta & Falagiarda, Matteo & Ongena, Steven & Scopelliti, Alessandro, 2026. "Do lenders price diesel risk? Evidence from Dieselgate and low-emission zones in captive vs. independent banks," SAFE Working Paper Series 465, Leibniz Institute for Financial Research SAFE.
  • Handle: RePEc:zbw:safewp:335886
    DOI: 10.2139/ssrn.6121266
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    References listed on IDEAS

    as
    1. William Adams & Liran Einav & Jonathan Levin, 2009. "Liquidity Constraints and Imperfect Information in Subprime Lending," American Economic Review, American Economic Association, vol. 99(1), pages 49-84, March.
    2. Emery, Gary W & Nayar, Nandkumar, 1998. "Product Quality and Payment Policy," Review of Quantitative Finance and Accounting, Springer, vol. 10(3), pages 269-284, May.
    3. Strittmatter, Anthony & Lechner, Michael, 2020. "Sorting in the used-car market after the Volkswagen emission scandal," Journal of Environmental Economics and Management, Elsevier, vol. 101(C).
    4. Deaton, Angus, 1985. "Panel data from time series of cross-sections," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 109-126.
    5. Bodnaruk, Andriy & O'Brien, William & Simonov, Andrei, 2016. "Captive finance and firm's competitiveness," Journal of Corporate Finance, Elsevier, vol. 37(C), pages 210-228.
    6. Ralph De Haas & Alexander Popov, 2025. "Correction to: ‘Finance and Green Growth’," The Economic Journal, Royal Economic Society, vol. 135(667), pages 1030-1030.
    7. Meghan Busse & Jorge Silva-Risso & Florian Zettelmeyer, 2006. "$1,000 Cash Back: The Pass-Through of Auto Manufacturer Promotions," American Economic Review, American Economic Association, vol. 96(4), pages 1253-1270, September.
    8. Stefan Gissler & Rodney Ramcharan & Edison Yu & Philip Strahan, 2020. "The Effects of Competition in Consumer Credit Markets," The Review of Financial Studies, Society for Financial Studies, vol. 33(11), pages 5378-5415.
    9. Asli Demirgüç-Kunt & Alvaro Pedraza & Fredy Pulga & Claudia Ruiz-Ortega, 2024. "Global Bank Lending Under Climate Policy," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 72(2), pages 858-901, June.
    10. Degryse, Hans & Goncharenko, Roman & Theunisz, Carola & Vadasz, Tamas, 2023. "When green meets green," Journal of Corporate Finance, Elsevier, vol. 78(C).
    11. Rodney Ramcharan & Stéphane Verani & Skander J. Van Den Heuvel, 2016. "From Wall Street to Main Street: The Impact of the Financial Crisis on Consumer Credit Supply," Journal of Finance, American Finance Association, vol. 71(3), pages 1323-1356, June.
    12. Bronson S Argyle & Taylor D Nadauld & Christopher J Palmer & Itay Goldstein, 2020. "Monthly Payment Targeting and the Demand for Maturity," The Review of Financial Studies, Society for Financial Studies, vol. 33(11), pages 5416-5462.
    13. Laeven, Luc & Popov, Alexander, 2023. "Carbon taxes and the geography of fossil lending," Journal of International Economics, Elsevier, vol. 144(C).
    14. Latino, Carmelo & Pelizzon, Loriana & Riedel, Max & Wang, Yue, 2025. "Mutual funds' appetite for sustainability in European Auto ABS," SAFE Working Paper Series 448, Leibniz Institute for Financial Research SAFE.
    15. Philipp Krueger & Zacharias Sautner & Laura T Starks, 2020. "The Importance of Climate Risks for Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1067-1111.
    16. Mueller, Isabella & Sfrappini, Eleonora, 2025. "Climate change-related regulatory risks and bank lending," Journal of International Economics, Elsevier, vol. 158(C).
    17. Ivan T Ivanov & Mathias S Kruttli & Sumudu W Watugala, 2024. "Banking on Carbon: Corporate Lending and Cap-and-Trade Policy," The Review of Financial Studies, Society for Financial Studies, vol. 37(5), pages 1640-1684.
    18. Johannes Stroebel, 2016. "Asymmetric Information about Collateral Values," Journal of Finance, American Finance Association, vol. 71(3), pages 1071-1112, June.
    19. Itai Ater & Nir S. Yoseph, 2022. "The Impact of Environmental Fraud on the Used Car Market: Evidence from Dieselgate," Journal of Industrial Economics, Wiley Blackwell, vol. 70(2), pages 463-491, June.
    20. Tom Y Chang & Wei Huang & Yongxiang Wang, 2018. "Something in the Air: Pollution and the Demand for Health Insurance," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1609-1634.
    21. John M. Barron & Byung‐Uk Chong & Michael E. Staten, 2008. "Emergence of Captive Finance Companies and Risk Segmentation in Loan Markets: Theory and Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(1), pages 173-192, February.
    22. Liran Einav & Mark Jenkins & Jonathan Levin, 2013. "The impact of credit scoring on consumer lending," RAND Journal of Economics, RAND Corporation, vol. 44(2), pages 249-274, June.
    23. Hasan, Iftekhar & Noth, Felix & Tonzer, Lena, 2023. "Cultural norms and corporate fraud: Evidence from the Volkswagen scandal," Journal of Corporate Finance, Elsevier, vol. 82(C).
    24. Bronson Argyle & Taylor Nadauld & Christopher Palmer & Ryan Pratt, 2021. "The Capitalization of Consumer Financing into Durable Goods Prices," Journal of Finance, American Finance Association, vol. 76(1), pages 169-210, February.
    25. John M. Barron & Byung-Uk Chong & Michael E. Staten, 2008. "Emergence of Captive Finance Companies and Risk Segmentation in Loan Markets: Theory and Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(1), pages 173-192, February.
    26. Bolton, Patrick & Kacperczyk, Marcin, 2021. "Do investors care about carbon risk?," Journal of Financial Economics, Elsevier, vol. 142(2), pages 517-549.
    27. Ralph De Haas & Ralf Martin & Mirabelle Muûls & Helena Schweiger, 2025. "Managerial and Financial Barriers to the Green Transition," Management Science, INFORMS, vol. 71(4), pages 2890-2921, April.
    28. Justin Murfin & Ryan Pratt, 2019. "Who Finances Durable Goods and Why It Matters: Captive Finance and the Coase Conjecture," Journal of Finance, American Finance Association, vol. 74(2), pages 755-793, April.
    29. Philip Fliegel & Achim Hagen & Nicolas Koch & Nolan Ritter, 2025. "Carbon Pricing and Household Finance: How Banks Price Transition Risk in Auto Loans," CESifo Working Paper Series 12288, CESifo.
    30. Efraim Benmelech & Ralf R. Meisenzahl & Rodney Ramcharan, 2017. "The Real Effects of Liquidity During the Financial Crisis: Evidence from Automobiles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 317-365.
    31. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    32. Aytekin Ertan & Maria Loumioti & Regina Wittenberg‐Moerman, 2017. "Enhancing Loan Quality Through Transparency: Evidence from the European Central Bank Loan Level Reporting Initiative," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 55(4), pages 877-918, September.
    33. Rüdiger Bachmann & Gabriel Ehrlich & Ying Fan & Dimitrije Ruzic & Benjamin Leard, 2023. "Firms and Collective Reputation: a Study of the Volkswagen Emissions Scandal," Journal of the European Economic Association, European Economic Association, vol. 21(2), pages 484-525.
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    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G51 - Financial Economics - - Household Finance - - - Household Savings, Borrowing, Debt, and Wealth
    • 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

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