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Investor attention and municipal bond returns

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  • Cornaggia, Kimberly
  • Hund, John
  • Nguyen, Giang

Abstract

We analyze whether investors in opaque markets price information from more transparent markets. Exploiting the natural experiment created by bond-insurer insolvency, we show that U.S. municipal bond investors did not price early signs of insurers’ increased default risk revealed through the equity and CDS markets, and only reacted when these insurers were later downgraded. Institutional investors respond to information faster than retail investors, but still with significant delay. The severity of the investor inattention we document is relevant to the current debate over the costs and benefits of SEC proposals to improve the timeliness and quality of local government disclosure.

Suggested Citation

  • Cornaggia, Kimberly & Hund, John & Nguyen, Giang, 2022. "Investor attention and municipal bond returns," Journal of Financial Markets, Elsevier, vol. 60(C).
  • Handle: RePEc:eee:finmar:v:60:y:2022:i:c:s1386418122000301
    DOI: 10.1016/j.finmar.2022.100738
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    as
    1. Zoran Ivković & Scott Weisbenner, 2005. "Local Does as Local Is: Information Content of the Geography of Individual Investors' Common Stock Investments," Journal of Finance, American Finance Association, vol. 60(1), pages 267-306, February.
    2. Atilgan, Yigit & Bali, Turan G. & Demirtas, K. Ozgur & Gunaydin, A. Doruk, 2020. "Left-tail momentum: Underreaction to bad news, costly arbitrage and equity returns," Journal of Financial Economics, Elsevier, vol. 135(3), pages 725-753.
    3. Laurent E. Calvet & John Y. Campbell & Paolo Sodini, 2007. "Down or Out: Assessing the Welfare Costs of Household Investment Mistakes," Journal of Political Economy, University of Chicago Press, vol. 115(5), pages 707-747, October.
    4. Francis A. Longstaff & Sanjay Mithal & Eric Neis, 2005. "Corporate Yield Spreads: Default Risk or Liquidity? New Evidence from the Credit Default Swap Market," Journal of Finance, American Finance Association, vol. 60(5), pages 2213-2253, October.
    5. Romain Boulland & François Degeorge & Edith Ginglinger, 2017. "News Dissemination and Investor Attention," Review of Finance, European Finance Association, vol. 21(2), pages 761-791.
    6. Anna Scherbina & Bernd Schlusche, 2020. "Follow the Leader: Using the Stock Market to Uncover Information Flows between Firms [Trade credit and cross-country predictable firm returns]," Review of Finance, European Finance Association, vol. 24(1), pages 189-225.
    7. Michael Kosfeld & Ulrich Schüwer, 2017. "Add-on Pricing in Retail Financial Markets and the Fallacies of Consumer Education," Review of Finance, European Finance Association, vol. 21(3), pages 1189-1216.
    8. Antonio Gargano & Alberto G Rossi, 2018. "Does It Pay to Pay Attention?," Review of Financial Studies, Society for Financial Studies, vol. 31(12), pages 4595-4649.
    9. Clemens Sialm & Laura T. Starks & Hanjiang Zhang, 2015. "Defined Contribution Pension Plans: Sticky or Discerning Money?," Journal of Finance, American Finance Association, vol. 70(2), pages 805-838, April.
    10. Richard C. Green & Burton Hollifield & Norman Schürhoff, 2007. "Financial Intermediation and the Costs of Trading in an Opaque Market," The Review of Financial Studies, Society for Financial Studies, vol. 20(2), pages 275-314.
    11. Albert Lee Chun & Ethan Namvar & Xiaoxia Ye & Fan Yu, 2019. "Modeling Municipal Yields With (and Without) Bond Insurance," Management Science, INFORMS, vol. 65(8), pages 3694-3713, August.
    12. Zhi Da & Umit G. Gurun & Mitch Warachka, 2014. "Frog in the Pan: Continuous Information and Momentum," Review of Financial Studies, Society for Financial Studies, vol. 27(7), pages 2171-2218.
    13. Cuny, Christine, 2018. "When knowledge is power: Evidence from the municipal bond market," Journal of Accounting and Economics, Elsevier, vol. 65(1), pages 109-128.
    14. Stijn Van Nieuwerburgh & Laura Veldkamp, 2009. "Information Immobility and the Home Bias Puzzle," Journal of Finance, American Finance Association, vol. 64(3), pages 1187-1215, June.
    15. Kelly Shue & Richard R. Townsend, 2021. "Can the Market Multiply and Divide? Non‐Proportional Thinking in Financial Markets," Journal of Finance, American Finance Association, vol. 76(5), pages 2307-2357, October.
    16. Stijn Van Nieuwerburgh & Laura Veldkamp, 2010. "Information Acquisition and Under-Diversification," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(2), pages 779-805.
    17. Zhi Da & Joseph Engelberg & Pengjie Gao, 2011. "In Search of Attention," Journal of Finance, American Finance Association, vol. 66(5), pages 1461-1499, October.
    18. Kwan, Simon H., 1996. "Firm-specific information and the correlation between individual stocks and bonds," Journal of Financial Economics, Elsevier, vol. 40(1), pages 63-80, January.
    19. Huberman, Gur, 2001. "Familiarity Breeds Investment," Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 659-680.
    20. Gao, Pengjie & Lee, Chang & Murphy, Dermot, 2019. "Municipal borrowing costs and state policies for distressed municipalities," Journal of Financial Economics, Elsevier, vol. 132(2), pages 404-426.
    21. Liang Peng, 2012. "Repeat Sales Regression on Heterogeneous Properties," The Journal of Real Estate Finance and Economics, Springer, vol. 45(3), pages 804-827, October.
    22. Daniel Andrei & Michael Hasler, 2015. "Investor Attention and Stock Market Volatility," Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 33-72.
    23. Brad M. Barber & Terrance Odean, 2000. "Trading Is Hazardous to Your Wealth: The Common Stock Investment Performance of Individual Investors," Journal of Finance, American Finance Association, vol. 55(2), pages 773-806, April.
    24. Schultz, Paul, 2012. "The market for new issues of municipal bonds: The roles of transparency and limited access to retail investors," Journal of Financial Economics, Elsevier, vol. 106(3), pages 492-512.
    25. Brad M. Barber & Terrance Odean, 2001. "Boys will be Boys: Gender, Overconfidence, and Common Stock Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 261-292.
    26. Nachum Sicherman & George Loewenstein & Duane J. Seppi & Stephen P. Utkus, 2016. "Editor's Choice Financial Attention," Review of Financial Studies, Society for Financial Studies, vol. 29(4), pages 863-897.
    27. Chris Downing & Frank Zhang, 2004. "Trading Activity and Price Volatility in the Municipal Bond Market," Journal of Finance, American Finance Association, vol. 59(2), pages 899-931, April.
    28. Case, Karl E & Shiller, Robert J, 1989. "The Efficiency of the Market for Single-Family Homes," American Economic Review, American Economic Association, vol. 79(1), pages 125-137, March.
    29. Li, Jun & Yu, Jianfeng, 2012. "Investor attention, psychological anchors, and stock return predictability," Journal of Financial Economics, Elsevier, vol. 104(2), pages 401-419.
    30. Brad M. Barber & Terrance Odean, 2002. "Online Investors: Do the Slow Die First?," Review of Financial Studies, Society for Financial Studies, vol. 15(2), pages 455-488, March.
    31. Boehmer, Ekkehart & Chava, Sudheer & Tookes, Heather E., 2015. "Related Securities and Equity Market Quality: The Case of CDS," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(3), pages 509-541, June.
    32. Samuel M. Hartzmark & Kelly Shue, 2018. "A Tough Act to Follow: Contrast Effects in Financial Markets," Journal of Finance, American Finance Association, vol. 73(4), pages 1567-1613, August.
    33. Jess Cornaggia & Kimberly J. Cornaggia & Ryan D. Israelsen, 2018. "Credit Ratings and the Cost of Municipal Financing," Review of Financial Studies, Society for Financial Studies, vol. 31(6), pages 2038-2079.
    34. Jess N. Cornaggia & Kimberly J. Cornaggia & John E. Hund, 2017. "Credit Ratings Across Asset Classes: A Long-Term Perspective," Review of Finance, European Finance Association, vol. 21(2), pages 465-509.
    35. Lauren Cohen & Andrea Frazzini, 2008. "Economic Links and Predictable Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1977-2011, August.
    36. Lars Norden & Martin Weber, 2009. "The Co†movement of Credit Default Swap, Bond and Stock Markets: an Empirical Analysis," European Financial Management, European Financial Management Association, vol. 15(3), pages 529-562, June.
    37. Richard C. Green, 2007. "Presidential Address: Issuers, Underwriter Syndicates, and Aftermarket Transparency," Journal of Finance, American Finance Association, vol. 62(4), pages 1529-1550, August.
    38. Lauren Cohen, 2009. "Loyalty-Based Portfolio Choice," Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1213-1245, March.
    39. Brent W. Ambrose & N. Edward Coulson & Jiro Yoshida, 2015. "The Repeat Rent Index," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 939-950, December.
    40. Lauren Cohen, 2009. "Loyalty-Based Portfolio Choice," Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1213-1245.
    41. Christo A. Pirinsky & Qinghai Wang, 2011. "Market Segmentation and the Cost of Capital in a Domestic Market: Evidence from Municipal Bonds," Financial Management, Financial Management Association International, vol. 40(2), pages 455-481, June.
    42. Michael Schwert, 2017. "Municipal Bond Liquidity and Default Risk," Journal of Finance, American Finance Association, vol. 72(4), pages 1683-1722, August.
    43. Michael Ehrmann & David-Jan Jansen, 2016. "It Hurts (Stock Prices) When Your Team is about to Lose a Soccer Match," Review of Finance, European Finance Association, vol. 20(3), pages 1215-1233.
    44. Drew D. Creal & Robert B. Gramacy & Ruey S. Tsay, 2014. "Market-Based Credit Ratings," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 32(3), pages 430-444, July.
    45. Kidwell, David S. & Trzcinka, Charles A., 1983. "The Impact of the New York City Fiscal Crisis on the Interest Cost of New Issue Municipal Bonds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 18(3), pages 381-399, September.
    46. Joseph Engelberg & Caroline Sasseville & Jared Williams, 2012. "Market Madness? The Case of Mad Money," Management Science, INFORMS, vol. 58(2), pages 351-364, February.
    47. Stefano Giglio & Kelly Shue, 2014. "Editor's Choice No News Is News: Do Markets Underreact to Nothing?," Review of Financial Studies, Society for Financial Studies, vol. 27(12), pages 3389-3440.
    48. Downing, Chris & Underwood, Shane & Xing, Yuhang, 2009. "The Relative Informational Efficiency of Stocks and Bonds: An Intraday Analysis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(5), pages 1081-1102, October.
    49. Anthony M Kwasnica & Raisa Velthuis & Jared Williams, 2019. "Did You See What I Saw? Interpreting Others’ Forecasts When Their Information Is Unknown," Review of Finance, European Finance Association, vol. 23(2), pages 325-361.
    50. Roberto Blanco & Simon Brennan & Ian W. Marsh, 2005. "An Empirical Analysis of the Dynamic Relation between Investment‐Grade Bonds and Credit Default Swaps," Journal of Finance, American Finance Association, vol. 60(5), pages 2255-2281, October.
    51. Daniel Bergstresser & Randolph Cohen & Siddharth Shenai, 2015. "Skin in the game: The Performance of Insured and Uninsured Municipal Debt," Working Papers 88, Brandeis University, Department of Economics and International Business School.
    52. Paige Ouimet & Geoffrey Tate, 2020. "Attention for the Inattentive: Positive Effects of Negative Financial Shocks," Review of Finance, European Finance Association, vol. 24(3), pages 615-646.
    53. Cary Frydman & Samuel M. Hartzmark & David H. Solomon, 2018. "Rolling Mental Accounts," Review of Financial Studies, Society for Financial Studies, vol. 31(1), pages 362-397.
    54. Gao, Pengjie & Lee, Chang & Murphy, Dermot, 2020. "Financing dies in darkness? The impact of newspaper closures on public finance," Journal of Financial Economics, Elsevier, vol. 135(2), pages 445-467.
    55. Vikram Nanda & Rajdeep Singh, 2004. "Bond Insurance: What Is Special About Munis?," Journal of Finance, American Finance Association, vol. 59(5), pages 2253-2280, October.
    56. Niklas Karlsson & George Loewenstein & Duane Seppi, 2009. "The ostrich effect: Selective attention to information," Journal of Risk and Uncertainty, Springer, vol. 38(2), pages 95-115, April.
    57. Lawrence E. Harris & Michael S. Piwowar, 2006. "Secondary Trading Costs in the Municipal Bond Market," Journal of Finance, American Finance Association, vol. 61(3), pages 1361-1397, June.
    58. Datta, Sudip & Dhillon, Upinder S., 1993. "Bond and Stock Market Response to Unexpected Earnings Announcements," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(4), pages 565-577, December.
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    1. deHaan, Ed & Li, Jiacui & Watts, Edward M., 2023. "Retail bond investors and credit ratings," Journal of Accounting and Economics, Elsevier, vol. 76(1).

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    More about this item

    Keywords

    Market segmentation; Market efficiency; Municipal bonds; Bond return indices; Bond insurance; Investor attention;
    All these keywords.

    JEL classification:

    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • H74 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Borrowing
    • M48 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Government Policy and Regulation

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