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Advertising Expensive Mortgages

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  • UMIT G. GURUN
  • GREGOR MATVOS
  • AMIT SERU

Abstract

We use a unique dataset that combines information on advertising by subprime lenders and mortgages originated by them from 2002 to 2007 to study the relationship between advertising and the nature of mortgages obtained by consumers. We exploit the richness of our data and measure the relative expensiveness of a given mortgage as the excess rate of a mortgage after accounting for a broad set of borrower, contract, and regional characteristics associated with a given mortgage--less expensive mortgages, all else equal, are better products from the perspective of the consumer. We find a strong positive relationship between the intensity of local advertising and the expensiveness of mortgages extended by lenders within a given region, with the relationship strongest for advertising through newspapers, the most heavily used channel for local advertising of mortgages. This pattern survives even after conditioning for a rich set of borrower, loan and region characteristics and exploiting differences in advertising within a given lender. Advertisers lend to consumers who, all else equal, default less, making it unlikely that our results are driven by unobservable borrower quality. We also exploit variation in mortgage advertising induced by the entry of Craigslist across different regions to demonstrate that the relation between advertising and expensiveness of mortgages is not likely to be spurious. We corroborate that advertising is most effective when targeted at groups that might be less informed about mortgages, such as the poor, the less educated and minorities. These findings are inconsistent with the "informative view" under which advertising allows consumers to find cheaper products, and instead support the "persuasive view" that advertising in the subprime mortgage market was used to steer consumers into expensive choices.
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Suggested Citation

  • Umit G. Gurun & Gregor Matvos & Amit Seru, 2016. "Advertising Expensive Mortgages," Journal of Finance, American Finance Association, vol. 71(5), pages 2371-2416, October.
  • Handle: RePEc:bla:jfinan:v:71:y:2016:i:5:p:2371-2416
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    File URL: http://hdl.handle.net/10.1111/jofi.2016.71.issue-5
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    1. Agarwal, Sumit & Amromin, Gene & Ben-David, Itzhak & Chomsisengphet, Souphala & Evanoff, Douglas D., 2011. "The role of securitization in mortgage renegotiation," Journal of Financial Economics, Elsevier, vol. 102(3), pages 559-578.
    2. Xavier Gabaix & David Laibson, 2018. "Shrouded attributes, consumer myopia and information suppression in competitive markets," Chapters, in: Victor J. Tremblay & Elizabeth Schroeder & Carol Horton Tremblay (ed.), Handbook of Behavioral Industrial Organization, chapter 3, pages 40-74, Edward Elgar Publishing.
    3. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2013. "Salience and Consumer Choice," Journal of Political Economy, University of Chicago Press, vol. 121(5), pages 803-843.
    4. 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.
    5. Lou, Dong, 2013. "Attracting investor attention through advertising," LSE Research Online Documents on Economics 54382, London School of Economics and Political Science, LSE Library.
    6. Sauer, Raymond D & Leffler, Keith B, 1990. "Did the Federal Trade Commission's Advertising Substantiation Program Promote More Credible Advertising?," American Economic Review, American Economic Association, vol. 80(1), pages 191-203, March.
    7. Keys, Benjamin J. & Mukherjee, Tanmoy & Seru, Amit & Vig, Vikrant, 2009. "Financial regulation and securitization: Evidence from subprime loans," Journal of Monetary Economics, Elsevier, vol. 56(5), pages 700-720, July.
    8. Christine Jolls & Cass R. Sunstein, 2006. "Debiasing through Law," The Journal of Legal Studies, University of Chicago Press, vol. 35(1), pages 199-242, January.
    9. Jonathan Zinman & Eric Zitzewitz, 2016. "Wintertime for Deceptive Advertising?," American Economic Journal: Applied Economics, American Economic Association, vol. 8(1), pages 177-192, January.
    10. Beales, Howard & Craswell, Richard & Salop, Steven C, 1981. "The Efficient Regulation of Consumer Information," Journal of Law and Economics, University of Chicago Press, vol. 24(3), pages 491-539, December.
    11. Christopher Mayer & Edward Morrison & Tomasz Piskorski & Arpit Gupta, 2014. "Mortgage Modification and Strategic Behavior: Evidence from a Legal Settlement with Countrywide," American Economic Review, American Economic Association, vol. 104(9), pages 2830-2857, September.
    12. Nelson, Philip, 1974. "Advertising as Information," Journal of Political Economy, University of Chicago Press, vol. 82(4), pages 729-754, July/Aug..
    13. Atif Mian & Amir Sufi, 2009. "The Consequences of Mortgage Credit Expansion: Evidence from the U.S. Mortgage Default Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1449-1496.
    14. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    15. Gadi Barlevy & Jonas D. M. Fisher, 2010. "Mortgage choices and housing speculation," Working Paper Series WP-2010-12, Federal Reserve Bank of Chicago.
    16. Itzhak Ben-David, 2011. "Financial Constraints and Inflated Home Prices during the Real Estate Boom," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 55-87, July.
    17. Victor Stango & Jonathan Zinman, 2011. "Fuzzy Math, Disclosure Regulation, and Market Outcomes: Evidence from Truth-in-Lending Reform," The Review of Financial Studies, Society for Financial Studies, vol. 24(2), pages 506-534.
    18. Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 307-362.
    19. Sumit Agarwal & David Lucca & Amit Seru & Francesco Trebbi, 2014. "Inconsistent Regulators: Evidence from Banking," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 889-938.
    20. Elena Loutskina & Philip E. Strahan, 2011. "Informed and Uninformed Investment in Housing: The Downside of Diversification," The Review of Financial Studies, Society for Financial Studies, vol. 24(5), pages 1447-1480.
    21. Robert B. Avery & Raphael W. Bostic & Paul S. Calem & Glenn B. Canner, 2000. "Credit Scoring: Statistical Issues and Evidence from Credit-Bureau Files," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 28(3), pages 523-547.
    22. Hirshleifer, David & Teoh, Siew Hong, 2003. "Limited attention, information disclosure, and financial reporting," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 337-386, December.
    23. Jennifer Brown & Tanjim Hossain & John Morgan, 2010. "Shrouded Attributes and Information Suppression: Evidence from the Field," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 859-876.
    24. Kory Kroft & Devin G. Pope, 2014. "Does Online Search Crowd Out Traditional Search and Improve Matching Efficiency? Evidence from Craigslist," Journal of Labor Economics, University of Chicago Press, vol. 32(2), pages 259-303.
    25. Piskorski, Tomasz & Seru, Amit & Vig, Vikrant, 2010. "Securitization and distressed loan renegotiation: Evidence from the subprime mortgage crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 369-397, September.
    26. Judith Chevalier & Austan Goolsbee, 2009. "Are Durable Goods Consumers Forward-Looking? Evidence from College Textbooks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1853-1884.
    27. Gustavo Grullon, 2004. "Advertising, Breadth of Ownership, and Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 17(2), pages 439-461.
    28. Umit G. Gurun & Alexander W. Butler, 2012. "Don't Believe the Hype: Local Media Slant, Local Advertising, and Firm Value," Journal of Finance, American Finance Association, vol. 67(2), pages 561-598, April.
    29. Robert, Jacques & Stahl, Dale O, II, 1993. "Informative Price Advertising in a Sequential Search Model," Econometrica, Econometric Society, vol. 61(3), pages 657-686, May.
    30. Bagwell, Kyle, 2007. "The Economic Analysis of Advertising," Handbook of Industrial Organization, in: Mark Armstrong & Robert Porter (ed.), Handbook of Industrial Organization, edition 1, volume 3, chapter 28, pages 1701-1844, Elsevier.
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    More about this item

    JEL classification:

    • E65 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Studies of Particular Policy Episodes
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • L85 - Industrial Organization - - Industry Studies: Services - - - Real Estate Services

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