IDEAS home Printed from https://ideas.repec.org/p/zbw/safewp/352.html
   My bibliography  Save this paper

Creditworthiness and buildings' energy efficiency in the Italian mortgage market

Author

Listed:
  • Billio, Monica
  • Costola, Michele
  • Pelizzon, Loriana
  • Riedel, Max

Abstract

Energy efficiency represents one of the key planned actions aiming at reducing greenhouse emissions and the consumption of fossil fuel to mitigate the impact of climate change. In this paper, we investigate the relationship between energy efficiency and the borrower's solvency risk in the Italian market. Specifically, we analyze a residential mortgage portfolio of four financial institutions which includes about 70,000 loans matched with the energy performance certificate of the associated buildings. Our findings show that there is a negative relationship between a building's energy efficiency and the owner's probability of default. Findings survive after we account for dwelling, household, mortgage, market control variables, and regional and year fixed effect. Additionally, a ROC analysis shows that there is an improvement in the estimation of the mortgage default probability when the energy efficiency characteristic is included as a risk predictor in the model.

Suggested Citation

  • Billio, Monica & Costola, Michele & Pelizzon, Loriana & Riedel, Max, 2022. "Creditworthiness and buildings' energy efficiency in the Italian mortgage market," SAFE Working Paper Series 352, Leibniz Institute for Financial Research SAFE.
    • Handle: RePEc:zbw:safewp:352
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/261328/1/180913398X.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Min Qi & Harald Scheule & Yan Zhang, 2021. "Positive Payment Shocks, Liquidity and Refinance Constraints and Default Risk of Home Equity Lines of Credit at End of Draw," The Journal of Real Estate Finance and Economics, Springer, vol. 62(3), pages 423-454, April.
    2. Altman, Edward I. & Saunders, Anthony, 1997. "Credit risk measurement: Developments over the last 20 years," Journal of Banking & Finance, Elsevier, vol. 21(11-12), pages 1721-1742, December.
    3. Guin, Benjamin & Korhonen, Perttu, 2020. "Does energy efficiency predict mortgage performance?," Bank of England working papers 852, Bank of England.
    4. Xudong An & Gary Pivo, 2020. "Green Buildings in Commercial Mortgage‐Backed Securities: The Effects of LEED and Energy Star Certification on Default Risk and Loan Terms," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 48(1), pages 7-42, March.
    5. Nikhil Kaza & Roberto Quercia & Robert J. Sahadi, 2014. "Home energy efficiency and mortgage risks: an extended abstract," Community Development Innovation Review, Federal Reserve Bank of San Francisco, issue 01, pages 063-069.
    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. Justin Contat & Caroline Hopkins & Luis Mejia & Matthew Suandi, 2023. "When Climate Meets Real Estate: A Survey of the Literature," FHFA Staff Working Papers 23-05, Federal Housing Finance Agency.

    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. Monica Billio & Michele Costola & Loriana Pelizzon & Max Riedel, 2022. "Buildings’ Energy Efficiency and the Probability of Mortgage Default: The Dutch Case," The Journal of Real Estate Finance and Economics, Springer, vol. 65(3), pages 419-450, October.
    2. Avis Devine & Andrew Sanderford & Chongyu Wang, 2024. "Sustainability and Private Equity Real Estate Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 68(2), pages 161-187, February.
    3. Giraudet, Louis-Gaëtan & Petronevich, Anna & Faucheux, Laurent, 2021. "Differentiated green loans," Energy Policy, Elsevier, vol. 149(C).
    4. Luca Caneparo, 2020. "Financing the (Environmental) Quality of Cities with Energy Efficiency Investments," Sustainability, MDPI, vol. 12(21), pages 1-25, October.
    5. Giordani, Paolo & Jacobson, Tor & Schedvin, Erik von & Villani, Mattias, 2014. "Taking the Twists into Account: Predicting Firm Bankruptcy Risk with Splines of Financial Ratios," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(4), pages 1071-1099, August.
    6. Simon Cornée, 2014. "Soft Information and Default Prediction in Cooperative and Social Banks," Journal of Entrepreneurial and Organizational Diversity, European Research Institute on Cooperative and Social Enterprises, vol. 3(1), pages 89-103, June.
    7. Pesaran, M. Hashem & Schuermann, Til & Treutler, Bjorn-Jakob & Weiner, Scott M., 2006. "Macroeconomic Dynamics and Credit Risk: A Global Perspective," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(5), pages 1211-1261, August.
    8. Hui-Ching Hsieh & Viona Claresta & Thi Minh Ngoc Bui, 2020. "Green Building, Cost of Equity Capital and Corporate Governance: Evidence from US Real Estate Investment Trusts," Sustainability, MDPI, vol. 12(9), pages 1-21, May.
    9. Yongsheng Jiang & Dong Zhao & Andrew Sanderford & Jing Du, 2018. "Effects of Bank Lending on Urban Housing Prices for Sustainable Development: A Panel Analysis of Chinese Cities," Sustainability, MDPI, vol. 10(3), pages 1-16, February.
    10. Nijskens, Rob & Mokas, Dimitris, 2019. "Credit Risk in Commercial Real Estate Bank Loans : The Role of Idiosyncratic versus Macro-Economic Factors," Other publications TiSEM ea4f2f0e-dc50-4987-91d3-6, Tilburg University, School of Economics and Management.
    11. Lai, Yuan & Papadopoulos, Sokratis & Fuerst, Franz & Pivo, Gary & Sagi, Jacob & Kontokosta, Constantine E., 2022. "Building retrofit hurdle rates and risk aversion in energy efficiency investments," Applied Energy, Elsevier, vol. 306(PB).
    12. Lim, Terence & Lo, Andrew W. & Merton, Robert C. & Scholes, Myron S., 2006. "The Derivatives Sourcebook," Foundations and Trends(R) in Finance, now publishers, vol. 1(5–6), pages 365-572, April.
    13. Alain Devalle & Simona Fiandrino & Valter Cantino, 2017. "The Linkage between ESG Performance and Credit Ratings: A Firm-Level Perspective Analysis," International Journal of Business and Management, Canadian Center of Science and Education, vol. 12(9), pages 1-53, August.
    14. Ji, Tingting, 2004. "Consumer Credit Delinquency And Bankruptcy Forecasting Using Advanced Econometrc Modeling," MPRA Paper 3187, University Library of Munich, Germany.
    15. Mérő, Bence & Borsos, András & Hosszú, Zsuzsanna & Oláh, Zsolt & Vágó, Nikolett, 2023. "A high-resolution, data-driven agent-based model of the housing market," Journal of Economic Dynamics and Control, Elsevier, vol. 155(C).
    16. Treacy, William F. & Carey, Mark, 2000. "Credit risk rating systems at large US banks," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 167-201, January.
    17. Jeffrey E. Stambaugh & John Martinez & G. T. Lumpkin & Niyati Kataria, 0. "How well do EO measures and entrepreneurial behavior match?," International Entrepreneurship and Management Journal, Springer, vol. 0, pages 1-21.
    18. Geetesh Bhardwaj & Rajdeep Sengupta, 2011. "Credit scoring and loan default," Working Papers 2011-040, Federal Reserve Bank of St. Louis.
    19. Zhang, Xi & Li, Jian, 2018. "Credit and market risks measurement in carbon financing for Chinese banks," Energy Economics, Elsevier, vol. 76(C), pages 549-557.
    20. Amélie Artis & Simon Cornée, 2013. "Transformation informationnelle, certification et intermédiation financière : le cas de la banque solidaire," Economics Working Paper Archive (University of Rennes 1 & University of Caen) 201326, Center for Research in Economics and Management (CREM), University of Rennes 1, University of Caen and CNRS.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:zbw:safewp:352. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/csafede.html .

    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.