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Herd Behavior and Cascading in Capital Markets: A Review and Synthesis

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  • Hirshleifer, David
  • Teoh, Siew Hong

Abstract

We review theory and evidence relating to herd behaviour, payoff and reputational interactions, social learning, and informational cascades in capital markets. We offer a simple taxonomy of effects, and evaluate how alternative theories may help explain evidence on the behavior of investors, firms, and analysts. We consider both incentives for parties to engage in herding or cascading, and the incentives for parties to protect against or take advantage of herding or cascading by others.

Suggested Citation

  • Hirshleifer, David & Teoh, Siew Hong, 2001. "Herd Behavior and Cascading in Capital Markets: A Review and Synthesis," MPRA Paper 5186, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:5186
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    1. Saunders, Anthony & Wilson, Berry, 1996. "Contagious Bank Runs: Evidence from the 1929-1933 Period," Journal of Financial Intermediation, Elsevier, vol. 5(4), pages 409-423, October.
    2. Steve L. Slezak & Naveen Khanna, 2000. "The Effect of Organizational form on Information Flow and Decision Quality: Informational Cascades in Group Decision Making," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 9(1), pages 115-156, March.
    3. Beatty, Randolph P. & Ritter, Jay R., 1986. "Investment banking, reputation, and the underpricing of initial public offerings," Journal of Financial Economics, Elsevier, vol. 15(1-2), pages 213-232.
    4. Lones Smith & Peter Sorensen, 2000. "Pathological Outcomes of Observational Learning," Econometrica, Econometric Society, vol. 68(2), pages 371-398, March.
    5. Neeman, Zvika & Orosel, Gerhard O., 1999. "Herding and the Winner's Curse in Markets with Sequential Bids," Journal of Economic Theory, Elsevier, vol. 85(1), pages 91-121, March.
    6. Froot, Kenneth A & Scharftstein, David S & Stein, Jeremy C, 1992. "Herd on the Street: Informational Inefficiencies in a Market with Short-Term Speculation," Journal of Finance, American Finance Association, vol. 47(4), pages 1461-1484, September.
    7. Brock, William A. & Durlauf, Steven N., 2001. "Interactions-based models," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 54, pages 3297-3380, Elsevier.
    8. Eichengreen, Barry & Rose, Andrew & Wyplosz, Charles, 1996. " Contagious Currency Crises: First Tests," Scandinavian Journal of Economics, Wiley Blackwell, vol. 98(4), pages 463-484, December.
    9. Caplin, Andrew & Leahy, John, 1994. "Business as Usual, Market Crashes, and Wisdom after the Fact," American Economic Review, American Economic Association, vol. 84(3), pages 548-565, June.
    10. Charles Kahn & George Pennacchi & Ben Sopranzetti, 1999. "Bank Deposit Rate Clustering: Theory and Empirical Evidence," Journal of Finance, American Finance Association, vol. 54(6), pages 2185-2214, December.
    11. Chang, Eric C. & Cheng, Joseph W. & Khorana, Ajay, 2000. "An examination of herd behavior in equity markets: An international perspective," Journal of Banking & Finance, Elsevier, vol. 24(10), pages 1651-1679, October.
    12. Karen K. Lewis, 1999. "Trying to Explain Home Bias in Equities and Consumption," Journal of Economic Literature, American Economic Association, vol. 37(2), pages 571-608, June.
    13. Trueman, Brett, 1994. "Analyst Forecasts and Herding Behavior," Review of Financial Studies, Society for Financial Studies, vol. 7(1), pages 97-124.
    14. Richard J. Gilbert & Marvin Lieberman, 1987. "Investment and Coordination in Oligopolistic Industries," RAND Journal of Economics, The RAND Corporation, vol. 18(1), pages 17-33, Spring.
    15. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W., 1992. "The impact of institutional trading on stock prices," Journal of Financial Economics, Elsevier, vol. 32(1), pages 23-43, August.
    16. Caplin, Andrew & Leahy, John, 1998. "Miracle on Sixth Avenue: Information Externalities and Search," Economic Journal, Royal Economic Society, vol. 108(446), pages 60-74, January.
    17. Charles M. Kahn & George Pennacchi & Ben Sopranzetti, 1996. "Bank deposit rate clustering: theory and empirical evidence," Working Papers (Old Series) 9604, Federal Reserve Bank of Cleveland, revised 1996.
    18. Michelle Lowry & G. William Schwert, 2002. "IPO Market Cycles: Bubbles or Sequential Learning?," Journal of Finance, American Finance Association, vol. 57(3), pages 1171-1200, June.
    19. Andrew Berg & Catherine Pattillo, 1999. "Are Currency Crises Predictable? A Test," IMF Staff Papers, Palgrave Macmillan, vol. 46(2), pages 1-1.
    20. Head, Keith & Ries, John & Swenson, Deborah, 1995. "Agglomeration benefits and location choice: Evidence from Japanese manufacturing investments in the United States," Journal of International Economics, Elsevier, vol. 38(3-4), pages 223-247, May.
    21. Anderson, Lisa R, 2001. "Payoff Effects in Information Cascade Experiments," Economic Inquiry, Western Economic Association International, vol. 39(4), pages 609-615, October.
    22. Holden, Craig W & Subrahmanyam, Avanidhar, 1996. "Risk Aversion, Liquidity, and Endogenous Short Horizons," Review of Financial Studies, Society for Financial Studies, vol. 9(2), pages 691-722.
    23. Angela A. Hung & Charles R. Plott, 2001. "Information Cascades: Replication and an Extension to Majority Rule and Conformity-Rewarding Institutions," American Economic Review, American Economic Association, vol. 91(5), pages 1508-1520, December.
    24. Brennan, Michael J., 1993. "Agency and Asset Pricing," University of California at Los Angeles, Anderson Graduate School of Management qt53k014sd, Anderson Graduate School of Management, UCLA.
    25. Brian Aitken, 1998. "Have Institutional Investors Destabilized Emerging Markets?," Contemporary Economic Policy, Western Economic Association International, vol. 16(2), pages 173-184, April.
    26. Emanuela Sciubba, 2000. "Relative Performance and Herding in Financial Markets," Econometric Society World Congress 2000 Contributed Papers 1570, Econometric Society.
    27. Cecilia Chaing & Lindsay McSweeney, 2010. "A Behavioral Model of Rational Choice," CPI Journal, Competition Policy International, vol. 6.
    28. Sunder, S., 1992. "Experimental Asset Markets: A Survey," GSIA Working Papers 1992-19, Carnegie Mellon University, Tepper School of Business.
    29. H. Henry Cao & Joshua D. Coval & David Hirshleifer, 2002. "Sidelined Investors, Trading-Generated News, and Security Returns," Review of Financial Studies, Society for Financial Studies, vol. 15(2), pages 615-648, March.
    30. Daniel Sgroi, 2003. "The Right Choice at the Right Time: A Herding Experiment in Endogenous Time," Experimental Economics, Springer;Economic Science Association, vol. 6(2), pages 159-180, October.
    31. Eduardo Borensztein & R. Gaston Gelos, 2003. "A Panic-Prone Pack? The Behavior of Emerging Market Mutual Funds," IMF Staff Papers, Palgrave Macmillan, vol. 50(1), pages 1-3.
    32. Rama Cont & Jean-Philippe Bouchaud, 1997. "Herd behavior and aggregate fluctuations in financial markets," Science & Finance (CFM) working paper archive 500028, Science & Finance, Capital Fund Management.
    33. Huddart, Steven, 1999. "Reputation and performance fee effects on portfolio choice by investment advisers1," Journal of Financial Markets, Elsevier, vol. 2(3), pages 227-271, August.
    34. Celen, Bogachan & Kariv, Shachar, 2004. "Observational learning under imperfect information," Games and Economic Behavior, Elsevier, vol. 47(1), pages 72-86, April.
    35. Antonio E. Bernardo & Ivo Welch, 2001. "On the Evolution of Overconfidence and Entrepreneurs," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 10(3), pages 301-330, September.
    36. Dow, James & Gorton, Gary, 1994. "Arbitrage Chains," Journal of Finance, American Finance Association, vol. 49(3), pages 819-849, July.
    37. Paul Krugman & Anthony J. Venables, 1995. "Globalization and the Inequality of Nations," The Quarterly Journal of Economics, Oxford University Press, vol. 110(4), pages 857-880.
    38. Roni Michaely & Wayne H. Shaw, 1995. "Does the Choice of Auditor Convey Quality in an Initial Public Offering?," Financial Management, Financial Management Association, vol. 24(4), Winter.
    39. Hans K. Hvide, 2002. "Tournament Rewards and Risk Taking," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 877-898, October.
    40. Glenn Ellison & Drew Fudenberg, 1995. "Word-of-Mouth Communication and Social Learning," The Quarterly Journal of Economics, Oxford University Press, vol. 110(1), pages 93-125.
    41. Edward L. Glaeser & Jose Scheinkman, 2000. "Non-Market Interactions," NBER Working Papers 8053, National Bureau of Economic Research, Inc.
    42. Roger G. Ibbotson & Jody L. Sindelar & Jay R Ritter, 1994. "The Market'S Problems With The Pricing Of Initial Public Offerings," Journal of Applied Corporate Finance, Morgan Stanley, vol. 7(1), pages 66-74, March.
    43. Cipriani Marco & Guarino Antonio, 2008. "Herd Behavior and Contagion in Financial Markets," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 8(1), pages 1-56, October.
    44. Joshua D. Coval & Tobias J. Moskowitz, 2001. "The Geography of Investment: Informed Trading and Asset Prices," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 811-841, August.
    45. Hirshleifer, David & Thakor, Anjan V, 1992. "Managerial Conservatism, Project Choice, and Debt," Review of Financial Studies, Society for Financial Studies, vol. 5(3), pages 437-470.
    46. Khanna, Naveen, 1998. "Optimal Contracting with Moral Hazard and Cascading," Review of Financial Studies, Society for Financial Studies, vol. 11(3), pages 559-596.
    47. Marco Cipriani & Antonio Guarino, 2005. "Herd Behavior in a Laboratory Financial Market," American Economic Review, American Economic Association, vol. 95(5), pages 1427-1443, December.
    48. Tilman Ehrbeck & Robert Waldmann, 1996. "Why Are Professional Forecasters Biased? Agency versus Behavioral Explanations," The Quarterly Journal of Economics, Oxford University Press, vol. 111(1), pages 21-40.
    49. Grenadier, Steven R, 1999. "Information Revelation through Option Exercise," Review of Financial Studies, Society for Financial Studies, vol. 12(1), pages 95-129.
    50. Marco Ottaviani & Giuseppe Moscarini & Lones Smith, 1998. "Social learning in a changing world," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 11(3), pages 657-665.
    51. Bruce Sacerdote, 2001. "Peer Effects with Random Assignment: Results for Dartmouth Roommates," The Quarterly Journal of Economics, Oxford University Press, vol. 116(2), pages 681-704.
    52. Venkatesh Bala & Sanjeev Goyal, 1998. "Learning from Neighbours," Review of Economic Studies, Oxford University Press, vol. 65(3), pages 595-621.
    53. Bhattacharya Sudipto & Thakor Anjan V., 1993. "Contemporary Banking Theory," Journal of Financial Intermediation, Elsevier, vol. 3(1), pages 2-50, October.
    54. Chevalier, Judith & Ellison, Glenn, 1997. "Risk Taking by Mutual Funds as a Response to Incentives," Journal of Political Economy, University of Chicago Press, vol. 105(6), pages 1167-1200, December.
    55. Christophe Chamley, 1999. "Coordinating Regime Switches," The Quarterly Journal of Economics, Oxford University Press, vol. 114(3), pages 869-905.
    56. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    57. Gompers, Paul & Lerner, Josh, 2000. "Money chasing deals? The impact of fund inflows on private equity valuation," Journal of Financial Economics, Elsevier, vol. 55(2), pages 281-325, February.
    58. Joseph Zeira, 2000. "Informational overshooting, booms and crashes," Proceedings, Federal Reserve Bank of San Francisco, issue Apr.
    59. John Conlisk, 1996. "Why Bounded Rationality?," Journal of Economic Literature, American Economic Association, vol. 34(2), pages 669-700, June.
    60. Fudenberg, Drew & Kreps, David M., 1995. "Learning in extensive-form games I. Self-confirming equilibria," Games and Economic Behavior, Elsevier, vol. 8(1), pages 20-55.
    61. Booth, James R. & Smith, Richard II, 1986. "Capital raising, underwriting and the certification hypothesis," Journal of Financial Economics, Elsevier, vol. 15(1-2), pages 261-281.
    62. Froot, Kenneth A. & O'Connell, Paul G. J. & Seasholes, Mark S., 2001. "The portfolio flows of international investors," Journal of Financial Economics, Elsevier, vol. 59(2), pages 151-193, February.
    63. Ottaviani, Marco & Sorensen, Peter, 2001. "Information aggregation in debate: who should speak first?," Journal of Public Economics, Elsevier, vol. 81(3), pages 393-421, September.
    64. DeCoster Gregory P. & Strange William C., 1993. "Spurious Agglomeration," Journal of Urban Economics, Elsevier, vol. 33(3), pages 273-304, May.
    65. Gul, Faruk & Lundholm, Russell, 1995. "Endogenous Timing and the Clustering of Agents' Decisions," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 1039-1066, October.
    66. Franklin Allen & Douglas Gale, 2000. "Financial Contagion," Journal of Political Economy, University of Chicago Press, vol. 108(1), pages 1-33, February.
    67. Chamley, Christophe, 2004. "Delays and equilibria with large and small information in social learning," European Economic Review, Elsevier, vol. 48(3), pages 477-501, June.
    68. Martin Chalkley & In Ho Lee, 1998. "Learning and Asymmetric Business Cycles," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(3), pages 623-645, July.
    69. Avery, Christopher & Zemsky, Peter, 1998. "Multidimensional Uncertainty and Herd Behavior in Financial Markets," American Economic Review, American Economic Association, vol. 88(4), pages 724-748, September.
    70. Peter Sorensen & Marco Ottaviani, 2000. "Herd Behavior and Investment: Comment," American Economic Review, American Economic Association, vol. 90(3), pages 695-704, June.
    71. Gale, Douglas, 1996. "What have we learned from social learning?," European Economic Review, Elsevier, vol. 40(3-5), pages 617-628, April.
    72. Carter, Richard B & Manaster, Steven, 1990. "Initial Public Offerings and Underwriter Reputation," Journal of Finance, American Finance Association, vol. 45(4), pages 1045-1067, September.
    73. Sushil Bikhchandani & Sunil Sharma, 2001. "Herd Behavior in Financial Markets," IMF Staff Papers, Palgrave Macmillan, vol. 47(3), pages 1-1.
    74. John R. Nofsinger & Richard W. Sias, 1999. "Herding and Feedback Trading by Institutional and Individual Investors," Journal of Finance, American Finance Association, vol. 54(6), pages 2263-2295, December.
    75. Morck, Randall & Shleifer, Andrei & Vishny, Robert W, 1989. "Alternative Mechanisms for Corporate Control," American Economic Review, American Economic Association, vol. 79(4), pages 842-852, September.
    76. Welch, Ivo, 2000. "Herding among security analysts," Journal of Financial Economics, Elsevier, vol. 58(3), pages 369-396, December.
    77. Beaudry, Paul & Gonzalez, Francisco M., 2003. "An equilibrium analysis of information aggregation and fluctuations in markets with discrete decisions," Journal of Economic Theory, Elsevier, vol. 113(1), pages 76-103, November.
    78. Ellison, Glenn & Fudenberg, Drew, 1993. "Rules of Thumb for Social Learning," Journal of Political Economy, University of Chicago Press, vol. 101(4), pages 612-643, August.
    79. Harrison Hong & Jeffrey D. Kubik & Jeremy C. Stein, 2001. "Social Interaction and Stock-Market Participation," NBER Working Papers 8358, National Bureau of Economic Research, Inc.
    80. Ramon Caminal & Xavier Vives, 1999. "Price Dynamics and Consumer Learning," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 8(1), pages 95-131, March.
    81. Anderson, Lisa R. & Holt, Charles A., 2008. "Information Cascade Experiments," Handbook of Experimental Economics Results, in: Charles R. Plott & Vernon L. Smith (ed.), Handbook of Experimental Economics Results, edition 1, volume 1, chapter 39, pages 335-343, Elsevier.
    82. Prendergast, Canice & Stole, Lars, 1996. "Impetuous Youngsters and Jaded Old-Timers: Acquiring a Reputation for Learning," Journal of Political Economy, University of Chicago Press, vol. 104(6), pages 1105-1134, December.
    83. Jacklin, Charles J & Bhattacharya, Sudipto, 1988. "Distinguishing Panics and Information-Based Bank Runs: Welfare and Policy Implications," Journal of Political Economy, University of Chicago Press, vol. 96(3), pages 568-592, June.
    84. Givoly, Dan & Palmon, Dan, 1985. "Insider Trading and the Exploitation of Inside Information: Some Empirical Evidence," The Journal of Business, University of Chicago Press, vol. 58(1), pages 69-87, January.
    85. Calvo, Guillermo A. & Mendoza, Enrique G., 2000. "Rational contagion and the globalization of securities markets," Journal of International Economics, Elsevier, vol. 51(1), pages 79-113, June.
    86. Raghuram G. Rajan, 1994. "Why Bank Credit Policies Fluctuate: A Theory and Some Evidence," The Quarterly Journal of Economics, Oxford University Press, vol. 109(2), pages 399-441.
    87. Allen, Franklin & Gale, Douglas, 2000. "Bubbles and Crises," Economic Journal, Royal Economic Society, vol. 110(460), pages 236-255, January.
    88. Vives Xavier, 1995. "The Speed of Information Revelation in a Financial Market Mechanism," Journal of Economic Theory, Elsevier, vol. 67(1), pages 178-204, October.
    89. Cont, Rama & Bouchaud, Jean-Philipe, 2000. "Herd Behavior And Aggregate Fluctuations In Financial Markets," Macroeconomic Dynamics, Cambridge University Press, vol. 4(2), pages 170-196, June.
    90. Bulow, Jeremy & Klemperer, Paul, 1994. "Rational Frenzies and Crashes," Journal of Political Economy, University of Chicago Press, vol. 102(1), pages 1-23, February.
    91. Xavier Vives, 1993. "How Fast do Rational Agents Learn?," Review of Economic Studies, Oxford University Press, vol. 60(2), pages 329-347.
    92. Peter M. deMarzo & Dimitri Vayanos & Jeffrey Zwiebel, 2000. "A Model of Persuasion - With Implications for Financial Markets," Econometric Society World Congress 2000 Contributed Papers 1635, Econometric Society.
    93. Datar, Srikant M. & Feltham, Gerald A. & Hughes, John S., 1991. "The role of audits and audit quality in valuing new issues," Journal of Accounting and Economics, Elsevier, vol. 14(1), pages 3-49, March.
    94. Sushil Bikhchandani & David Hirshleifer & Ivo Welch, 1998. "Learning from the Behavior of Others: Conformity, Fads, and Informational Cascades," Journal of Economic Perspectives, American Economic Association, vol. 12(3), pages 151-170, Summer.
    95. Yuko Kinoshita & Ashoka Mody, 2001. "Private information for foreign investment in emerging economies," Canadian Journal of Economics, Canadian Economics Association, vol. 34(2), pages 448-464, May.
    96. Feltham, Gerald A. & Hughes, John S. & Simunic, Dan A., 1991. "Empirical assessment of the impact of auditor quality on the valuation of new issues," Journal of Accounting and Economics, Elsevier, vol. 14(4), pages 375-399, December.
    97. Huberman, Gur, 2001. "Familiarity Breeds Investment," Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 659-680.
    98. John R. Graham, 1999. "Herding among Investment Newsletters: Theory and Evidence," Journal of Finance, American Finance Association, vol. 54(1), pages 237-268, February.
    99. Persons, John C & Warther, Vincent A, 1997. "Boom and Bust Patterns in the Adoption of Financial Innovations," Review of Financial Studies, Society for Financial Studies, vol. 10(4), pages 939-967.
    100. Zwiebel, Jeffrey, 1995. "Corporate Conservatism and Relative Compensation," Journal of Political Economy, University of Chicago Press, vol. 103(1), pages 1-25, February.
    101. Megginson, William L & Weiss, Kathleen A, 1991. "Venture Capitalist Certification in Initial Public Offerings," Journal of Finance, American Finance Association, vol. 46(3), pages 879-903, July.
    102. Duflo, Esther & Saez, Emmanuel, 2002. "Participation and investment decisions in a retirement plan: the influence of colleagues' choices," Journal of Public Economics, Elsevier, vol. 85(1), pages 121-148, July.
    103. Harrison Hong & Jeffrey D. Kubik & Amit Solomon, 2000. "Security Analysts' Career Concerns and Herding of Earnings Forecasts," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 121-144, Spring.
    104. Krugman, Paul & Venables, Anthony J., 1996. "Integration, specialization, and adjustment," European Economic Review, Elsevier, vol. 40(3-5), pages 959-967, April.
    105. Hirshleifer, David & Lim, Sonya S. & Teoh, Siew Hong, 2004. "Disclosure to a Credulous Audience: The Role of Limited Attention," MPRA Paper 5198, University Library of Munich, Germany.
    106. De Long, J Bradford & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1990. "Noise Trader Risk in Financial Markets," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 703-738, August.
    107. Lawrence D. Brown, 2001. "A Temporal Analysis of Earnings Surprises: Profits versus Losses," Journal of Accounting Research, Wiley Blackwell, vol. 39(2), pages 221-241, September.
    108. David Hirshleifer, 2001. "Investor Psychology and Asset Pricing," Journal of Finance, American Finance Association, vol. 56(4), pages 1533-1597, August.
    109. Judith Chevalier & Glenn Ellison, 1999. "Career Concerns of Mutual Fund Managers," The Quarterly Journal of Economics, Oxford University Press, vol. 114(2), pages 389-432.
    110. Daniel Sgroi, 2003. "The Right Choice at the Right Time: A Herding Experiment in Endogenous Time," Experimental Economics, Springer;Economic Science Association, vol. 6(2), pages 159-180, October.
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    More about this item

    Keywords

    herd behavior; informational cascades; social learning; analyst herding; capital markets; financial reporting; behavioral finance; investor psychology; market efficiency;

    JEL classification:

    • M14 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Corporate Culture; Diversity; Social Responsibility
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • G1 - Financial Economics - - General Financial Markets
    • D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • G3 - Financial Economics - - Corporate Finance and Governance
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions

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