IDEAS home Printed from https://ideas.repec.org/p/bca/bocawp/23-12.html
   My bibliography  Save this paper

The Role of Intermediaries in Selection Markets: Evidence from Mortgage Lending

Author

Listed:
  • Jason Allen
  • Robert Clark
  • Jean-François Houde
  • Shaoteng Li
  • Anna Trubnikova

Abstract

We study the role of brokers in selection markets. We find that broker-clients in the Canadian mortgage market are observationally different from branch-clients. They finance larger loans and have more leverage. We build and estimate a model of mortgage demand to disentangle three possible explanations for observed differences in product choice: (i) borrowers have observed preferences for riskier loans, (ii) borrowers have unobserved preferences for riskier loans, (iii) brokers steer borrowers towards riskier products. We find that brokers steer only about 15% of borrowers to mortgages with longer amortization, while borrowers’ own unobservable characteristics drive their decisions for greater leverage.

Suggested Citation

  • Jason Allen & Robert Clark & Jean-François Houde & Shaoteng Li & Anna Trubnikova, 2023. "The Role of Intermediaries in Selection Markets: Evidence from Mortgage Lending," Staff Working Papers 23-12, Bank of Canada.
  • Handle: RePEc:bca:bocawp:23-12
    as

    Download full text from publisher

    File URL: https://www.bankofcanada.ca/wp-content/uploads/2023/02/swp2023-12.pdf
    File Function: Full text
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Michael LaCour-Little, 2009. "The Pricing of Mortgages by Brokers: An Agency Problem?," Journal of Real Estate Research, American Real Estate Society, vol. 31(2), pages 235-264.
    2. Santosh Anagol & Shawn Cole & Shayak Sarkar, 2017. "Understanding the Advice of Commissions-Motivated Agents: Evidence from the Indian Life Insurance Market," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 1-15, March.
    3. Mark Egan, 2019. "Brokers versus Retail Investors: Conflicting Interests and Dominated Products," Journal of Finance, American Finance Association, vol. 74(3), pages 1217-1260, June.
    4. 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.
    5. Alessandro Gavazza, 2016. "An Empirical Equilibrium Model of a Decentralized Asset Market," Econometrica, Econometric Society, vol. 84, pages 1755-1798, September.
    6. Gregory S. Crawford & Nicola Pavanini & Fabiano Schivardi, 2018. "Asymmetric Information and Imperfect Competition in Lending Markets," American Economic Review, American Economic Association, vol. 108(7), pages 1659-1701, July.
    7. Gabriele Foà & Leonardo Gambacorta & Luigi Guiso & Paolo Emilio Mistrulli, 2019. "The Supply Side of Household Finance," The Review of Financial Studies, Society for Financial Studies, vol. 32(10), pages 3762-3798.
    8. Antje Berndt & Burton Hollifield & Patrik Sandås, 2010. "The Role of Mortgage Brokers in the Subprime Crisis," NBER Chapters, in: Market Institutions and Financial Market Risk, National Bureau of Economic Research, Inc.
    9. Wei Jiang & Ashlyn Aiko Nelson & Edward Vytlacil, 2014. "Liar's Loan? Effects of Origination Channel and Information Falsification on Mortgage Delinquency," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 1-18, March.
    10. Allen, Jason & Grieder, Timothy & Peterson, Brian & Roberts, Tom, 2020. "The impact of macroprudential housing finance tools in canada," Journal of Financial Intermediation, Elsevier, vol. 42(C).
    11. Henry S. Schneider, 2012. "Agency Problems and Reputation in Expert Services: Evidence from Auto Repair," Journal of Industrial Economics, Wiley Blackwell, vol. 60(3), pages 406-433, September.
    12. Guiso, Luigi & Pozzi, Andrea & Tsoy, Anton & Gambacorta, Leonardo & Mistrulli, Paolo Emilio, 2022. "The cost of steering in financial markets: Evidence from the mortgage market," Journal of Financial Economics, Elsevier, vol. 143(3), pages 1209-1226.
    13. Matteo Benetton, 2021. "Leverage Regulation and Market Structure: A Structural Model of the U.K. Mortgage Market," Journal of Finance, American Finance Association, vol. 76(6), pages 2997-3053, December.
    14. Robert Marquez, 2002. "Competition, Adverse Selection, and Information Dispersion in the Banking Industry," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 901-926.
    15. Susan E. K. Christoffersen & Richard Evans & David K. Musto, 2013. "What Do Consumers’ Fund Flows Maximize? Evidence from Their Brokers’ Incentives," Journal of Finance, American Finance Association, vol. 68(1), pages 201-235, February.
    16. Jason Allen & Robert Clark & Jean-François Houde, 2019. "Search Frictions and Market Power in Negotiated-Price Markets," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1550-1598.
    17. Chalmers, John & Reuter, Jonathan, 2020. "Is conflicted investment advice better than no advice?," Journal of Financial Economics, Elsevier, vol. 138(2), pages 366-387.
    18. Serafin Grundl & You Suk Kim, 2019. "Consumer mistakes and advertising: The case of mortgage refinancing," Quantitative Marketing and Economics (QME), Springer, vol. 17(2), pages 161-213, June.
    19. Elisabeth Honka, 2014. "Quantifying search and switching costs in the US auto insurance industry," RAND Journal of Economics, RAND Corporation, vol. 45(4), pages 847-884, December.
    20. Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2018. "Fintech, regulatory arbitrage, and the rise of shadow banks," Journal of Financial Economics, Elsevier, vol. 130(3), pages 453-483.
    21. Luis H.B. Braido & Bruno C.A. Ledo, 2018. "Dynamic price competition in auto insurance brokerage," RAND Journal of Economics, RAND Corporation, vol. 49(4), pages 914-935, December.
    22. Bronson Argyle & Taylor D. Nadauld & Christopher Palmer, 2020. "Real Effects of Search Frictions in Consumer Credit Markets," NBER Working Papers 26645, National Bureau of Economic Research, Inc.
    23. Susan E. Woodward & Robert E. Hall, 2012. "Diagnosing Consumer Confusion and Sub-optimal Shopping Effort: Theory and Mortgage-Market Evidence," American Economic Review, American Economic Association, vol. 102(7), pages 3249-3276, December.
    24. Stijn Claessens, 2015. "An Overview of Macroprudential Policy Tools," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 397-422, December.
    25. Ben Charoenwong & Alan Kwan & Tarik Umar, 2019. "Does Regulatory Jurisdiction Affect the Quality of Investment-Adviser Regulation?," American Economic Review, American Economic Association, vol. 109(10), pages 3681-3712, October.
    26. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
    27. Umit G. Gurun & Gregor Matvos & Amit Seru, 2016. "Advertising Expensive Mortgages," Journal of Finance, American Finance Association, vol. 71(5), pages 2371-2416, October.
    28. Mark Egan & Gregor Matvos & Amit Seru, 2019. "The Market for Financial Adviser Misconduct," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 233-295.
    29. Bar-Isaac, Heski & Gavazza, Alessandro, 2015. "Brokers’ contractual arrangements in the Manhattan residential rental market," Journal of Urban Economics, Elsevier, vol. 86(C), pages 73-82.
    30. Donna, Javier D. & Pereira, Pedro & Pires, Tiago & Trindade, Andre, 2018. "Measuring the Welfare of Intermediaries in Vertical Markets," MPRA Paper 90465, University Library of Munich, Germany.
    31. Tobias Salz, 2022. "Intermediation and Competition in Search Markets: An Empirical Case Study," Journal of Political Economy, University of Chicago Press, vol. 130(2), pages 310-345.
    32. Stephen Foerster & Juhani T. Linnainmaa & Brian T. Melzer & Alessandro Previtero, 2017. "Retail Financial Advice: Does One Size Fit All?," Journal of Finance, American Finance Association, vol. 72(4), pages 1441-1482, August.
    33. Karen Ruckman, 2003. "Expense ratios of North American mutual funds," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 36(1), pages 192-223, March.
    34. Robert Clark & Jean-François Houde & Jakub Kastl, 2021. "The Industrial Organization of Financial Markets," NBER Working Papers 29183, National Bureau of Economic Research, Inc.
    35. Karen Ruckman, 2003. "Expense ratios of North American mutual funds," Canadian Journal of Economics, Canadian Economics Association, vol. 36(1), pages 192-223, February.
    36. Mark Egan & Shan Ge & Johnny Tang, 2022. "Conflicting Interests and the Effect of Fiduciary Duty: Evidence from Variable Annuities," The Review of Financial Studies, Society for Financial Studies, vol. 35(12), pages 5334-5386.
    37. Panle Jia Barwick & Parag A. Pathak & Maisy Wong, 2017. "Conflicts of Interest and Steering in Residential Brokerage," American Economic Journal: Applied Economics, American Economic Association, vol. 9(3), pages 191-222, July.
    38. Jason Allen & Shaoteng Li, 2020. "Dynamic Competition in Negotiated Price Markets," Staff Working Papers 20-22, Bank of Canada.
    39. Ioannidou, Vasso & Pavanini, Nicola & Peng, Yushi, 2022. "Collateral and asymmetric information in lending markets," Journal of Financial Economics, Elsevier, vol. 144(1), pages 93-121.
    Full references (including those not matched with items on IDEAS)

    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. Guiso, Luigi & Pozzi, Andrea & Tsoy, Anton & Gambacorta, Leonardo & Mistrulli, Paolo Emilio, 2022. "The cost of steering in financial markets: Evidence from the mortgage market," Journal of Financial Economics, Elsevier, vol. 143(3), pages 1209-1226.
    2. Mark Egan & Shan Ge & Johnny Tang, 2022. "Conflicting Interests and the Effect of Fiduciary Duty: Evidence from Variable Annuities," The Review of Financial Studies, Society for Financial Studies, vol. 35(12), pages 5334-5386.
    3. Vivek Bhattacharya & Gastón Illanes & Manisha Padi, 2019. "Fiduciary Duty and the Market for Financial Advice," NBER Working Papers 25861, National Bureau of Economic Research, Inc.
    4. Zach Y. Brown & Mark L. Egan & Jihye Jeon & Chuqing Jin & Alex A. Wu, 2023. "Why Do Index Funds Have Market Power? Quantifying Frictions in the Index Fund Market," NBER Working Papers 31778, National Bureau of Economic Research, Inc.
    5. de Bruin, Boudewijn & Cherednychenko, Olha & Hermes, Niels & Kramer, Marc & Meyer, Marco, 2024. "Demand for financial advice: Evidence from a randomized choice experiment," Journal of Banking & Finance, Elsevier, vol. 163(C).
    6. Jason Allen & Shaoteng Li, 2020. "Dynamic Competition in Negotiated Price Markets," Staff Working Papers 20-22, Bank of Canada.
    7. Leonardo Gambacorta & Luigi Guiso & Paolo Mistrulli & Andrea Pozzi & Anton Tsoy, 2017. "The Cost of Distorted Financial Advice - Evidence from the Mortgage Market," EIEF Working Papers Series 1713, Einaudi Institute for Economics and Finance (EIEF), revised Oct 2017.
    8. Christopher P. Clifford & William C. Gerken, 2021. "Property Rights to Client Relationships and Financial Advisor Incentives," Journal of Finance, American Finance Association, vol. 76(5), pages 2409-2445, October.
    9. Francisco Gomes & Michael Haliassos & Tarun Ramadorai, 2021. "Household Finance," Journal of Economic Literature, American Economic Association, vol. 59(3), pages 919-1000, September.
    10. Sumit Agarwal & John Grigsby & Ali Hortaçsu & Gregor Matvos & Amit Seru & Vincent Yao, 2024. "Searching for Approval," Econometrica, Econometric Society, vol. 92(4), pages 1195-1231, July.
    11. Gurun, Umit G. & Stoffman, Noah & Yonker, Scott E., 2021. "Unlocking clients: The importance of relationships in the financial advisory industry," Journal of Financial Economics, Elsevier, vol. 141(3), pages 1218-1243.
    12. Liu, Lu, 2019. "Non-salient fees in the mortgage market," Bank of England working papers 819, Bank of England.
    13. Juhani T. Linnainmaa & Brian T. Melzer & Alessandro Previtero, 2021. "The Misguided Beliefs of Financial Advisors," Journal of Finance, American Finance Association, vol. 76(2), pages 587-621, April.
    14. Stephen G. Dimmock & William C. Gerken & Tyson Van Alfen, 2021. "Real Estate Shocks and Financial Advisor Misconduct," Journal of Finance, American Finance Association, vol. 76(6), pages 3309-3346, December.
    15. Baridhi Malakar, 2024. "Essays on Responsible and Sustainable Finance," Papers 2406.12995, arXiv.org.
    16. Bjarne Florentsen & Ulf Nielsson & Peter Raahauge & Jesper Rangvid, 2022. "How Important is Affiliation Between Mutual Funds and Distributors for Fund Flows? [Is unbiased financial advice to retail investors sufficient? Answers from a large field study]," Review of Finance, European Finance Association, vol. 26(4), pages 971-1009.
    17. Di Maggio, Marco & Egan, Mark & Franzoni, Francesco, 2022. "The value of intermediation in the stock market," Journal of Financial Economics, Elsevier, vol. 145(2), pages 208-233.
    18. John Y. Campbell, 2016. "Restoring Rational Choice: The Challenge of Consumer Financial Regulation," American Economic Review, American Economic Association, vol. 106(5), pages 1-30, May.
    19. Fisher, Jack & Gavazza, Alessandro & Liu, Lu & Ramadorai, Tarun & Tripathy, Jagdish, 2024. "Refinancing cross-subsidies in the mortgage market," Journal of Financial Economics, Elsevier, vol. 158(C).
    20. Manolis Galenianos & Alessandro Gavazza, 2022. "Regulatory Interventions in Consumer Financial Markets: The Case of Credit Cards," Journal of the European Economic Association, European Economic Association, vol. 20(5), pages 1897-1932.

    More about this item

    Keywords

    Financial institutions; Financial services; Market structure and pricing;
    All these keywords.

    JEL classification:

    • D - Microeconomics
    • D4 - Microeconomics - - Market Structure, Pricing, and Design
    • G - Financial Economics
    • G2 - Financial Economics - - Financial Institutions and Services
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • L - Industrial Organization
    • L2 - Industrial Organization - - Firm Objectives, Organization, and Behavior

    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:bca:bocawp:23-12. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/bocgvca.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.