Hirshleifer, David and Teoh, Siew Hong (2008): Thought and Behavior Contagion in Capital Markets.
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Prevailing models of capital markets capture a limited form of social influence and information transmission, in which the beliefs and behavior of an investor affects others only through market price, information transmission and processing is simple (without thoughts and feelings), and there is no localization in the influence of an investor on others. In reality, individuals often process verbal arguments obtained in conversation or from media presentations, and observe the behavior of others. We review here evidence concerning how these activities cause beliefs and behaviors to spread, affect financial decisions, and affect market prices; and theoretical models of social influence and its effects on capital markets. Social influence is central to how information and investor sentiment are transmitted, so thought and behavior contagion should be incorporated into the theory of capital markets.
|Item Type:||MPRA Paper|
|Original Title:||Thought and Behavior Contagion in Capital Markets|
|Keywords:||capital markets; thought contagion; behavioral contagion; herd behavior; information cascades; social learning; investor psychology; accounting regulation; disclosure policy; behavioral finance; market efficiency; popular models; memes|
|Subjects:||M - Business Administration and Business Economics; Marketing; Accounting > M4 - Accounting and Auditing > M41 - Accounting
D - Microeconomics > D8 - Information, Knowledge, and Uncertainty > D83 - Search; Learning; Information and Knowledge; Communication; Belief
Z - Other Special Topics > Z1 - Cultural Economics; Economic Sociology; Economic Anthropology > Z13 - Economic Sociology; Economic Anthropology; Social and Economic Stratification
G - Financial Economics > G0 - General
D - Microeconomics > D8 - Information, Knowledge, and Uncertainty > D85 - Network Formation and Analysis: Theory
|Depositing User:||David Hirshleifer|
|Date Deposited:||17. Jun 2008 04:36|
|Last Modified:||14. Feb 2013 17:24|
Abreu, D. and M. K. Brunnermeier, 2003, Bubbles and crashes, Econometrica 71, 173–204.
Admati, A. and P. Pfleiderer, 1988, A theory of intraday patterns: Volume and price variability, Review of Financial Studies 1, 3–40.
Aharony, J. and I. Swary, 1996, Additional evidence on the information-based contagion effects of bank failures, Journal of Banking and Finance 20, 57–69.
Aitken, B., 1998, Have institutional investors destabilized emerging markets?, Contemporary Economic Policy 16, 173–184.
Alevy, J. E., M. S. Haigh, and J. A. List, 2007, Information cascades: Evidence from a field experiment with financial market professionals, Journal of Finance 62, 151–180.
Allen, F. and D. Gale, 2000, Bubbles and crises, Economic Journal 110, 236–256.
Allen, F. and D. Gale, 2000, Financial contagion, Journal of Political Economy 108, 1–33.
Amihud, Y., S. Hauser, and A. Kirsh, 2003, Allocations, adverse selection, and cascades in IPOs: Evidence from the Tel Aviv Stock Exchange, Journal of Financial Economics 68, 137–158.
Anderson, L. R., 2001, Payoff effects in information cascade experiments, Economic Inquiry 39, 609–615.
Anderson, L. R. and C. A. Holt, 1996, Information cascades in the laboratory, American Economic Review 87, 847–862.
Arthur, B., 1989, Competing technologies, increasing returns, and lock-in by historical events, Economic Journal 99, 116–131.
Ashiya, M. and T. Doi, 2001, Herd behavior of Japanese economists, Journal of Economic Behavior and Organization 46, 343–346.
Avery, C. and P. Zemsky, 1998, Multi-dimensional uncertainty and herd behavior in financial markets, American Economic Review 88, 724–48.
Bala, V. and S. Goyal, 1998, Learning from neighbors, Review of Economic Studies 65, 595–621.
Bala, V. and S. Goyal, 2001, Conformism and diversity under social learning, Economic Theory 17, 101–120.
Banerjee, A., 1992, A simple model of herd behavior, Quarterly Journal of Economics 107, 797–817.
Banerjee, A. and D. Fudenberg, 2004, Word-of-mouth learning, Games and Economic Behavior 46, 1–22.
Barber, B., C. Heath, and T. Odean, 2003, Good reasons sell: Reason-based choice among individual investors in the stock market, Management Science 49, 1636– 1652.
Barry, F., H. G¨org, and E. Strobl, 2004, Foreign direct investment, agglomerations, and demonstration effects: An empirical investigation, Review of World Economics 127, 583–600.
Barsade, S. G., 2002, The ripple effect: Emotional contagion within groups, Administrative Science Quarterly 47, 644–675.
Bartholomew, D. J., 1982, Stochastic Models for Social Processes (3rd ed.). (Wiley, Chichester, New York).
Beatty, R., 1989, Auditor reputation and the pricing of initial public offerings, Accounting Review 64, 693–709.
Beatty, R. P. and J. R. Ritter, 1986, Investment banking, reputation, and the underpricing of initial public offerings, Journal of Financial Economics 15, 213–232.
Beaudry, P. and F. M. Gonzalez, 2003, An equilibrium analysis of information aggregation in investment markets with discrete decisions, Journal of Economic Theory 113, 76–103.
Berg, A. and C. Pattillo, 1999, Are currency crises predictable? A test, IMF Staff Papers 46, 107–138.
Berger, J. A. and C. Heath, 2005, Idea habitats: How the prevalence of environmental cues influences the success of ideas, Cognitive Science 29, 195–221.
Bernardo, A. and I. Welch, 2001, On the evolution of overconfidence and entrepreneurs, Journal of Economics and Management Strategy 10, 301–330.
Bernardo, A. E. and I. Welch, 2004, Liquidity and financial market runs, Quarterly Journal of Economics 119, 135–158.
Bernhardt, D., M. Campello, and E. Kutsoati, 2006, Who herds, Journal of Financial Economics 80, 657675.
Bernheim, B. D., 1994, A theory of conformity, Journal of Political Economy 102, 841–877.
Bhattacharya, S., K. Chatterjee, and L. Samuelson, 1986, Sequential research and the adoption of innovations, Oxford Economic Review 38, 219–243.
Bhattacharya, S. and A. Thakor, 1993, Contemporary banking theory, Journal of Financial Intermediation 3, 2–50.
Bhushan, R., 1989, Firm characteristics and analyst following, Journal of Accounting and Economics 11, 255–274.
Biais, B., P. Hillion, and C. Spatt, 1995, An empirical analysis of the limit order book and the order flow in the Paris Bourse, Journal of Finance 50, 1655–89.
Bikhchandani, S., D. Hirshleifer, and I.Welch, 1992, A theory of fads, fashion, custom, and cultural change as informational cascades, Journal of Political Economy 100, 992–1026.
Bikhchandani, S., D. Hirshleifer, and I. Welch, 1998, Learning from the behavior of others: Conformity, fads, and informational cascades, Journal of Economic Perspectives 12, 151–170.
Bikhchandani, S., D. Hirshleifer, and I. Welch, 2008,. Information cascades, in S. N. Durlauf and L. E. Blume, eds., The New Palgrave Dictionary of Economics Online (Second ed.). (Palgrave Macmillan, London, UK).
Bikhchandani, S., D. Hirshleifer, and I. Welch, 2008, Informational cascades and rational herding: An annotated bibliography and resource reference, Working paper, Anderson School of Management, UCLA, Available at www.info-cascades.info.
Bikhchandani, S. and S. Sharma, 2001, Herd behavior in financial markets, IMF Staff Papers 47, 279–310.
Bizjak, J. M., M. L. Lemmon, and R. J. Whitby, 2007, Option backdating and board interlocks, Working paper, Portland State University.
Blackmore, S., 1999, The Meme Machine (Oxford University Press, Oxford).
Bloomfield, R. and R. Libby, 1996, Market reactions to differentially available information, Journal of Accounting Research 34, 183–207.
B¨ohme, R. and T. Holz, 2006, The effect of stock spam on financial markets, Working Paper, Institute for System Architecture, Dresden University of Technology.
Borensztein, E. and R. G. Gelos, 2003, A panic-prone pack? the behavior of emerging market mutual funds, IMF Staff Papers 50, 3.
Boyd, R. and P. J. Richerson, 2000,. Memes: Universal acid or a better mousetrap?, in R. Aunger, ed., Darwinizing culture: The status of memetics as a science, Chapter 7, pp. 143–162. (Oxford University Press, Oxford; New York).
Boyd, R. and P. J. Richerson, 2005, The Origin and Evolution of Cultures (Oxford University Press, New York).
Brandenburger, A. A. and B. Polak, 1996, When managers cover their posteriors: Making the decisions the market wants to see, Rand Journal of Economics 27, 523–541.
Brennan, M. J., 1990, Latent assets, Journal of Finance 45, 709–730.
Brennan, M. J., 1993, Agency and asset pricing, Working Paper, Anderson School of Management, UCLA #6-93.
Brock, W. A. and S. N. Durlauf, 2000, Interactions-based models, NBER Working Paper No. T0258.
Brown, J. R., Z. Ivkovich, P. A. Smith, and S. Weisbenner, 2008, Neighbors matter: Causal community effects and stock market participation, Journal of Finance 63, 1509–1531.
Brown, K. C., W. V. Harlow, and L. T. Starks, 1996, Of tournaments and temptations: An analysis of managerial incentives in the mutual fund industry, Journal of Finance 51, 85–110. Brown, N. C., K. D.Wei, and R. R.Wermers, 2008, Analyst recommendations, mutual fund herding, and overreaction in stock prices, Working paper, Leventhal School of Accounting, University of Southern California.
Brown, P., G. Foster, and E. Noreen, 1985,. Security analyst multi-year earnings forecasts and the capital market, . In Studies in Accounting Research, no. 21. (American Accounting Association, Sarasota, Florida). Brunnermeier, M., 2001, Asset Pricing under Asymmetric Information: Bubbles, Crashes, Technical Analysis and Herding (Oxford University Press, Oxford, UK). Burguet, R. and X. Vives, 2000, Social learning and costly information acquisition, Journal of Economic Theory 15, 185–205. Calomiris, C. and J. Mason, 1997, Contagion and bank failures during the great depression: The june 1932 Chicago banking panic, American Economic Review 87, 863–883. Calomiris, C. W. and G. Gorton, 1991,. The origins of banking panics: Models, facts, and bank regulation, . In R. G. Hubbard, ed., Financial Markets and Financial Crises, pp. 109–173. (University of Chicago Press, Chicago). Calomiris, C. W. and J. R. Mason, 2001, Causes of US bank distress during the depression, Working paper, LeBow College of Business, Drexel University. Calvo, G. and E. Mendoza, 2001, Rational contagion and globalization of securities markets, Journal of International Economics 51, 79–113.
Caminal, R. and X. Vives, 1999, Price dynamics and consumer learning, Journal of Economics and Management Strategy 8, 95–131.
Cao, H. H., J. D. Coval, and D. Hirshleifer, 2002, Sidelined investors, tradinggenerated news, and security returns, Review of Financial Studies 15, 615–648.
Cao, H. H., B. Han, D. Hirshleifer, and H. H. Zhang, 2008, Fear of the unknown: Familiarity and economic decisions, Working paper, Merage School of Business, UC Irvine.
Cao, H. H. and D. Hirshleifer, 1997, Limited observability, reporting biases, and informational cascades, Working paper, Fisher College of Business, The Ohio State University.
Cao, H. H. and D. Hirshleifer, 2002, Taking the road less traveled: Does conversation eradicate pernicious cascades?, Dice Center Working Paper Series 2002-8, The Ohio State University.
Caplin, A. and J. Leahy, 1993, Sectoral shocks, learning and aggregate fluctuations, Review of Economic Studies 60, 777–794.
Caplin, A. and J. Leahy, 1994, Business as usual, market crashes, and wisdom after the fact, American Economic Review 84, 548–565.
Caplin, A. and J. Leahy, 1998, Miracle on sixth avenue: Information externalities and search, Economic Journal 108, 60–74.
Capstaff, J., K. Paudyal, and W. Rees, 1998, Analysts’ forecasts of German firms’ earnings: a comparative analysis abstract, Journal of International Financial Management and Accounting 9, 83–116.
Case, K. E. and R. J. Shiller, 1989, The efficiency of the market for single family homes, American Economic Review 79, 125–137.
Case, K. E. and R. J. Shiller, 2003, Is there a bubble in the housing market?, Brookings Papers on Economic Activity 34, 299–362. Celen, B. and S. Kariv, 2004, Distinguishing informational cascades from herd behavior in the laboratory, American Economic Review 94, 484–497. Celen, B. and S. Kariv, 2005, An experimental test of observational learning under imperfect information, Economic Theory 26, 677–699. Chalkley, M. and I. H. Lee, 1998, Learning and asymmetric business cycles, Review of Economics Dynamics 1, 623–645. Chamley, C., 1999, Coordinating regime switches, Quarterly Journal of Economics 114, 869–905. Chamley, C., 2007, Complementarities in information acquisition with short-term trades, Theoretical Economics 2, 441–467. Chamley, C. and D. Gale, 1994, Information revelation and strategic delay in irreversible decisions, Econometrica 62, 1065–1085. Chamley, C. P., 2004, Delays and equilibria with large and small information in social learning, European Economic Review 48, 477–501. Chamley, C. P., 2004, Rational Herds: Economics Models of Social Learning (Cambridge University Press, Cambridge, UK). Chang, E., J. Cheng, and A. Khorana, 2000, An examination of herd behavior in equity markets: An international perspective, Journal of Banking and Finance 20, 1651–1679. Chari, V. and P. J. Kehoe, 2003, Hot money, Journal of Political Economy 11, 1262– 1292. Chari, V. and P. J. Kehoe, 2004, Financial crises as herds: overturning the critiques, Journal of Economic Theory 119, 128–150. Chari, V. V. and R. Jagannathan, 1988, Banking panics, information and rational expectation equilibrium, Journal of Finance 43, 749–761. Chaudhuri, S., A. Chang, and J. Jayaratne, 1997, Informational externalities and the branch location decisions of banks: An empirical analysis, Working Paper: Columbia University and Federal Reserve Bank of New York. Chen, Y., 1999, Banking panics: The role of the first-come, first-served rule and information externalities, Journal of Political Economy 107, 946–968. Chevalier, J. and G. Ellison, 1997, Risk taking by mutual funds as a response to incentives, Journal of Political Economy 105, 1167–1200. Chevalier, J. and G. Ellison, 1999, Career concerns of mutual fund managers, Quarterly Journal of Economics 114, 389–432. Choe, H., B.-C. Kho, and R. Stulz, 1999, Do foreign investors destabilize stock markets? the korean experience in 1997, Journal of Financial Economics 54, 227–264. Chowdhry, B. and V. Nanda, 1991, Multimarket trading and market liquidity, Review of Financial Studies 4, 483–511.
Christie, W. and R. Huang, 1995, Following the pied piper: Do individual returns herd around the market?, Financial Analyst Journal July-August, 31–37. Cipriani, M. and A. Guarino, 2003, Herd behavior and contagion in financial markets, Working paper, New York University. Cipriani, M. and A. Guarino, 2005, Herd behavior in a laboratory financial market, American Economic Review 95, 1427–1443. Cipriani, M. and A. Guarino, 2007, Transaction costs and informational cascades in financial markets: Theory and experimental evidence, European Central Bank Working Paper No. 736. Clement, M. B. and S. Y. Tse, 2005, Financial analyst characteristics and herding behavior in forecasting, Journal of Finance 60, 307–341. Cohen, L., A. Frazzini, and C. J. Malloy, 2008, Sell side school ties, Harvard Business School Finance working paper No. 08-074. Cohen, L., A. Frazzini, and C. J. Malloy, 2008, Valuing reciprocity, Working paper, Harvard Business School. Conlisk, J., 1996, Why bounded rationality?, Journal of Economic Literature 34, 669–700. Cont, R. and J. Bouchaud, 2000, Herd behavior and aggregate fluctuations in financial markets, Macroeconomic Dynamics 4, 170–196. Cote, I. and D. Sanders, 1997, Herding behavior: Explanations and implications, Behavioral Research in Accounting 9, 20–45.
Coval, J. D. and T. J. Moskowitz, 1999, Home bias at home: Local equity preference in domestic portfolios, Journal of Finance 54, 145–166.
Coval, J. D. and T. J. Moskowitz, 2001, The geography of investment: Informed trading and asset prices, Journal of Political Economy 109, 811–841.
Daniel, K. D., D. Hirshleifer, and S. H. Teoh, 2002, Investor psychology in capital markets: Evidence and policy implications, Journal of Monetary Economics 49, 139–209.
D’Arcy, S. P. and P. Oh, 1997, The cascade effect in insurance pricing, Journal of Risk and Insurance 64, 465–480.
Dasgupta, A. and A. Prat, 2005, Reputation and asset prices: A theory of information cascades and systematic mispricing, Working paper, London School of Economics.
Dasgupta, A., A. Prat, and M. Verardo, 2005, The price of conformism, London School of Economics Working Paper.
Dawkins, R., 1976, The Selfish Gene (Oxford University Press, New York).
Dawkins, R., 1995, River Out of Eden: A Darwinian View of Life (George Weidenfeld & Nicolson Ltd, New York, New York).
Decamps, J.-P. and S. Lovo, 2006, Informational cascades with endogenous prices: The role of risk aversion, Journal of Mathematical Economics 42, 109–120.
DeCoster, G. P. and W. C. Strange, 1993, Spurious agglomeration, Journal of Urban Economics 33, 273–304.
Defond, M. L., J. R. Francis, and X. Hu, 2008, The geography of auditor independence and sec enforcement, Working paper, Leventhal School of Accounting, University of Southern California.
DellaVigna, S. and E. Kaplan, 2007, The fox news effect: Media bias and voting, The Quarterly Journal of Economics 122, 1187–1234.
DellaVigna, S. and J. Pollet, 2006, Investor inattention, firm reaction, and Friday earnings announcements, Working paper, UC Berkeley.
DellaVigna, S. and J. M. Pollet, 2007, Demographics and industry returns, American Economic Review 97, 1667–1702.
DeLong, J. B., A. Shleifer, L. Summers, and R. J. Waldmann, 1990, Noise trader risk in financial markets, Journal of Political Economy 98, 703–738. DeMarzo, P., R. Kaniel, and I. Kremer, 2007, Technological innovation and real investment booms and busts, Journal of Financial Economics 85, 735–754. DeMarzo, P., D. Vayanos, and J. Zwiebel, 2001, Social networks and financial markets, Working paper, MIT and Stanford University. DeMarzo, P., D. Vayanos, and J. Zwiebel, 2003, Persuasion bias, social influence, and uni-dimensional opinions, Quarterly Journal of Economics 118, 909–968. Devenow, A. and I. Welch, 1996, Rational herding in financial economics, European Economic Review 40, 603–615.
Diamond, D. W. and P. H. Dybvig, 1983, Bank runs, deposit insurance, and liquidity, Journal of Political Economy 91, 410–419.
Distin, K., 2004, The Selfish Meme: A Critical Reassessment (Cambridge University Press, Cambridge).
Docking, D., M. Hirschey, and E. Jones, 1997, Information and contagion effects of bank loan-loss reserve announcements, Journal of Financial Economics 43‘, 219– 239. Dow, J. and G. Gorton, 1994, Arbitrage chains, Journal of Finance 49, 819–849. Drehmann, M., J. Oechssler, and A. Roider, 2005, Herding and contrarian behavior in financial markets - an internet experiment, American Economic Review 95, 1403–1426. Duflo, E. and E. Saez, 2002, Participation and investment decisions in a retirement plan: The influence of colleagues’ choices, Journal of Public Economics 85, 121– 148. Duflo, E. and E. Saez, 2003, The role of information and social interactions in retirement plan decisions: Evidence from a randomized experiment, Quarterly Journal of Economics 118, 815–842. Dugatkin, L. A., 1992, Sexual selection and imitation: Females copy the mate choice of others., American Naturalist 139, 138–149.
Dugatkin, L. A. and J. J. Godin, 1992, Reversal of female mate choice by copying in the guppy (poecilia reticulata), Proceedings of the Royal Society of London, Series B 249, 179–184. Eckbo, B. E. and R. W. Masulis, 1995,. Seasoned equity offerings: A survey, . In R. A. Jarrow, V. Maksimovic, and W. T. Z. W. T. Ziemba, eds., Finance, Handbooks in Operations Research and Management Science and Management Science, Volume 9, Chapter 31, pp. 1017–1072. (North Holland, Amsterdam). Ehrbeck, T. and R.Waldmann, 1996, Why are professional forecasters biased? agency versus behavioral explanations, Quarterly Journal of Economics 111, 21–40. Eichengreen, B., A. Rose, and C. Wyplosz, 1996, Contagious currency crises: First tests, Scandinavian Journal of Economics 98, 463–484. Eleswarapu, V., 2004, Demography and intensity of stock trading: The effect of social interaction, Working paper. Ellison, G. and D. Fudenberg, 1993, Rules of thumb for social learning, Journal of Political Economy 101, 612–643. Ellison, G. and D. Fudenberg, 1995, Word of mouth communication and social learning, Quarterly Journal of Economics 110, 93–126. Feng, L. and M. Seasholes, 2004, Correlated trading and location, Journal of Finance 59, 2117–2144. Foresi, S., Y. Hamao, and J. Mei, 1998, Interaction in investment among rival Japanese firms, Japan and the World Economy 10, 393–407. Foster, F. D. and S. Viswanathan, 1995, Can speculative trading explain the volumevolatility relation?, Journal of Business & Economic Statistics 13, 379–96. Frieder, L. and J. Zittrain, 2007, Spam works: Evidence from stock touts and corresponding market activity, Harvard Public Law Working Paper No. 135. Friend, I., M. Blume, and J. Crockett, 1970, Mutual funds and other institutional investors (McGraw-Hill, New York, NY). Froot, K., D. Scharfstein, and J. C. Stein, 1992, Herd on the street: Informational inefficiencies in a market with short-term speculation, Journal of Finance 47, 1461–1484. Froot, K. A., P. O’Connell, and M. Seasholes, 2001, The portfolio flows of international investors, Journal of Financial Economics 59, 151–193.
Gale, D., 1996, What have we learned from social learning?, European Economic Review 40, 617–628.
Gervais, S., 1996, Market microstructure with uncertain information precision: A multiperiod analysis, Working paper, Wharton School, University of Pennsylvania.
Gibson, R. M. and J. Hoglund, 1992, Copying and sexual selection, Trends in Research in Evolution and Ecology 7, 229–232. Gilbert, R. and M. Lieberman, 1987, Investment and coordination in oligoppolistic industries, RAND Journal of Economics 18, 17–33.
Giraldeau, L.-A., 1997,. The ecology of information use, . In J. Krebs and N. B. Davies, eds., Behavioral Ecology: An Evolutionary Approach (4th ed.). (Blackwell, Oxford, UK).
Givoly, D. and J. Lakonishok, 1984, The quality of analysts’ forecast of earnings, Financial Analysts Journal 40, 40–47.
Givoly, D. and D. Palmaon, 1985, Insider trading and the exploitation of inside information: Some empirical evidence, Journal of Business 58, 69–87. Glaeser, E. L. and J. Scheinkman, 2000, Non-market interactions, NBER Working Paper No. W8053.
Glosten, L. R. and P. R. Milgrom, 1985, Bid, ask and transaction prices in a specialist market with heterogeneously informed traders, Journal of Financial Economics 14, 71–100.
Goeree, J., T. Palfrey, B. Rogers, and R. McKelvey, 2007, Self-correcting information cascades, Review of Economic Studies 74, 733–762.
Goldfarb, B., D. Kirsch, and D. A. Miller, 2007, Was there too little entry during the dot com era?, Journal of Financial Economics 86, 100–144. Gompers, P. and J. Lerner, 2000, Money chasing deals?: The impact of fund inflows on private equity valuations, Journal of Financial Economics 55, 281–325.
Gonzalez, F., 1997, Individual experimentation and aggregate fluctuations, Working paper, University of British Columbia Discussion Paper No. 97-24. Gorton, G., 1985, Bank suspension of convertibility, Journal of Monetary Economics 15, 177–193.
Gorton, G., 1988, Banking panics and business cycles, Oxford Economic Papers 40, 751–781.
Graham, J. R., 1999, Herding among investment newsletters: Theory and evidence, Journal of Finance 54, 237–268.
Granovetter, M., 1973, The strength of weak ties, American Journal of Sociology 78, 1360–1380.
Granovetter, M., 1978, Threshold models of collective behavior, American Journal of Sociology 83, 1420–1443.
Grant, S., S. King, and B. Polak, 1996, Information externalities, share-price based incentives and managerial behavior, Journal of Economic Survey 10, 1–21.
Grenadier, S. R., 1999, Information revelation through option exercise, Review of Financial Studies 12, 95–129.
Greve, H. R., 1998, Managerial cognition and the mimetic adoption of market positions: What you see is what you do, Strategic Management Journal 19, 967–988.
Griffiths, M., B. Smith, A. Turnbull, and R. White, 1998, Information flows and open outcry: Evidence of imitation trading, Journal of International Financial Markets, Institutions & Money 8, 101–116.
Grinblatt, M. and M. Keloharju, 2000, The investment behavior and performance of various investor types: a study of Finland’s unique data set, Journal of Financial Economics 55, 43–67.
Grinblatt, M., M. Keloharju, and S. Ikaheimo, 2008, Social influence and consumption: Evidence from the automobile purchases of neighbors, Review of Economics and Statistics.
Grinblatt, M., S. Titman, and R. Wermers, 1995, Momentum investment strategies, portfolio performance, and herding: A study of mutual fund behavior, American Economic Review 85, 1088–1105.
Grossman, S. J. and J. E. Stiglitz, 1976, Information and competitive price systems, American Economic Review 66, 246–253.
Gul, F. and R. Lundholm, 1995, Endogenous timing and clustering of agents’ decisions, Journal of Political Economy 103, 1039–1066.
Gumbel, A., 1998, Herding in delegated portfolio management: When is comparative performance information desirable?, Working paper, European University Institute, Economics Department, No. 98-22.
Gupta-Mukherjee, S., 2007, Informal information networks: The impact on performance of mutual fund portfolios, Working paper, Loyola University Chicago.
Haltiwanger, J. and M. Waldman, 1989, Limited rationality and strategic complements: The implications for rationality, Quarterly Journal of Economics 104, 463–483.
Hamilton, W. D., 1971, Geometry for the selfish herd, Journal of Theoretical Biology 31, 295–311.
Hatfield, E., J. L. Cacioppo, and R. L. Rapson, 1993, Emotional contagion, Current Directions in Psychological Sciences 2, 96–99. Haunschild, P. R., 1993, Interorganizational imitation: The impact of interlocks on corporate acquisition activity, Administrative Science Quarterly 38, 564–592. Hayek, F. v., 1945, The use of knowledge in society, American Economic Review 35, 519–530.
Head, K., J. Ries, and D. Swenson, 1995, Agglomeration benefits and location choice: Evidence from Japanese manufacturing investments in the united states, Journal of International Economics 38, 223–247.
Head, K., J. Ries, and D. Swenson, 2000, Attracting foreign manufacturing: Investment promotion and agglomeration, Regional Science and Urban Economics 29, 197–218.
Hendricks, K. and D. Kovenock, 1989, Asymmetric information, information externalities, and efficiency: The case of oil exploration, Rand Journal of Economics 20, 164–182.
Henrich, J. and R. Boyd, 1998, The evolution of conformist transmission and the emergence of between-group differences, Evolution and Human Behavior 19, 215– 242.
Henrich, J. and R. Boyd, 2001, Why people punish defectors: Conformist transmission stabilizes costly enforcement of norms in cooperative dilemmas, Journal of Theoretical Biology 208, 79–89.
Henrich, J. and R. Boyd, 2002, On modeling cognition and culture: Why cultural evolution does not require replication of representations, Journal of Cognition and Culture 2, 87–112.
Hey, J. D. and A. Morone, 2004, Do markets drive out lemmings - or vice versa?, Economica 71, 637–659.
Hirshleifer, D., 2001, Investor psychology and asset pricing, Journal of Finance 64, 1533–1597.
Hirshleifer, D., 2008, Psychological bias as a driver of financial regulation, European Financial Management. forthcoming.
Hirshleifer, D., S. S. Lim, and S. H. Teoh, 2004, Disclosure to an audience with limited attention, Fisher College of Business, Ohio State University.
Hirshleifer, D. and R. Noah, 1999, Misfits and social progress, Working paper, Ohio State University.
Hirshleifer, D., A. Subrahmanyam, and S. Titman, 1994, Security analysis and trading patterns when some investors receive information before others, Journal of Finance 49, 1665–1698.
Hirshleifer, D. and S. H. Teoh, 2003, Herd behavior and cascading in capital markets: A review and synthesis, European Financial Management 9, 25–66.
Hirshleifer, D. and S. H. Teoh, 2003, Limited attention, information disclosure, and financial reporting, Journal of Accounting & Economics 36, 337–386.
Hirshleifer, D. and A. Thakor, 1992, Managerial conservatism, project choice and debt, Review of Financial Studies 3, 437–470.
Hirshleifer, D. and I. Welch, 2002, An economic approach to the psychology of change: Amnesia, inertia, and impulsiveness, Journal of Economics and Management Strategy 11, 379–421.
Holden, C. W. and A. Subrahmanyam, 1996, Risk aversion, liquidity, and endogenous short horizons, Review of Financial Studies 9, 691–722.
Hong, H., J. Kubik, and J. C. Stein, 2004, Social interactions and stock market participation, Journal of Finance 59, 137–163.
Hong, H., J. Kubik, and J. C. Stein, 2005, Thy neighbor’s portfolio: Word-of-mouth effects in the holdings and trades of money managers, Journal of Finance 60, 2801–2824.
Hong, H. and J. C. Stein, 2003, Differences of opinion, short-sales constraints and market crashes, Review of Financial Studies 16, 487–525.
Hong, H. G., J. Kubik, and A. Solomon, 2000, Security analysts’ career concerns and herding of earning forecasts, RAND Journal of Economics 31, 121–144.
Huberman, G., 2001, Familiarity breeds investment, Review of Financial Studies 14, 659–680.
Huddart, S., 1999, Reputation and performance fee effects on portfolio choice by investment advisers, Journal of Financial Markets 2, 227–271.
Hung, A. and C. Plott, 2001, Information cascades: Replication and an extension to majority rule and conformity rewarding institutions, American Economic Review 91, 1508–1520.
Hvide, H. K., 2001, Tournament rewards and risk taking, Journal of Labor Economics 20, 877–898.
Ivkovich, Z. and S. Weisbenner, 2005, Local does as local is: Information content of the geography of individual investors’ common stock investments, Journal of Finance 60, 267–306.
Ivkovich, Z. and S. Weisbenner, 2007, Information diffusion effects in individual investors’ common stock purchases: Covet thy neighbors’ investment choices, Review of Financial Studies 20, 1327–1357. Jacklin, C. and S. Bhattacharya, 1988, Distinguishing panics and information-based bank runs: Welfare and policy implications, Journal of Political Economy 96, 568–592. Jaffe, J. F. and J. M. Mahoney, 1999, The performance of investment newsletters, Journal of Financial Economics 53, 289–307. Jain, A. K. and S. Gupta, 1987, Some evidence on ’herding’ behavior by U.S. banks, Journal of Money, Credit and Banking 19, 78–89. Jegadeesh, N. and W. Kim, 2007, Do analysts herd? An analysis of recommendations and market reactions, NBER Working Papers, No. 12866. Jones, E. and V. Harris, 1967, The attribution of attitudes, Journal of Experimental Social Psychology 3, 1–24. Kahn, C. M., G. G. Pennacchi, and B. Sopranzetti, 1999, Bank deposit rate clustering; theory and empirical evidence, Journal of Finance 54, 2185–2214. Kaniel, R., G. Saar, and S. Titman, 2008, Individual investor trading and stock returns, Journal of Finance 63, 273–310.
Kedia, S. and S. Rajgopal, 2006, Neighborhood matters: The impact of location on broad based stock option plans, Working paper, Rutgers Business School. Kedia, S. and S. Rajgopal, 2008, Geography and the incidence of financial misreporting, Working Paper. Kelly, M. and C. O. O’Grada, 2000, Market contagion: Evidence from the panics of 1854 and 1857, American Economic Review 90, 1110–1124. Khanna, N., 1997, Optimal contracting with moral hazard and cascading, Review of Financial Studies 11, 559–596. Khanna, N. and S. L. Slezak, 2000, The effect of organizational form on information aggregation and project choice: The problem of informational cascades, Journal of Economics and Management Strategy 9, 115–156.
Kim, C. and C. Pantzalis, 2000, Analyst herding behavior and firm diversification: Evidence from panel data, Working paper, City University of New York - Queens College. Kinoshita, Y. and A. Mody, 2001, Private information for foreign investment in emerging economies, Canadian Journal of Economics 34, 448–464. Kodres, L. E. and M. Pritsker, 1997, Directionally similar position taking and herding by large futures market participants, Working paper, IMF and Board of Governors of the Federal Reserve System. Kraus, A. and H. R. Stoll, 1972, Parallel trading by institutional investors, Journal of Financial and Quantitative Analysis 7, 2107–2138. Krugman, P. R. and A. J. Venables, 1995, Globalisation and the inequality of nations, Quarterly Journal of Economics CX, 857–880. Krugman, P. R. and A. J. Venables, 1996, Integration, specialization, and adjustment, European Economic Review 40, 959–967. Kumar, A. and C. M. Lee, 2006, Retail investor sentiment and return comovements, Journal of Finance 61, 2451–2486. Kuran, T., 1987, Preference falsification, policy continuity and collective conservatism, Economic Journal 97, 642–665. Kuran, T., 1989, Sparks and prairie fires: A theory of unanticipated political revolution, Public Choice 61, 41–74. Kuran, T., 1998, Private Truths, Public Lies: The Social Consequences of Preference Falsification (Harvard University Press, Cambridge MA). Kuran, T. and C. Sunstein, 1999, Availability cascades and risk regulation, Stanford Law Review 51, 683–768. Kyle, A. S., 1985, Continuous auctions and insider trading, Econometrica 53, 1315– 1335. Lakonishok, J., A. Shleifer, and R. W. Vishny, 1992, The impact of institutional trading on stock prices, Journal of Financial Economics 32, 23–43. Lee, I. H., 1993, On the convergence of informational cascades, Journal of Economic Theory 61, 395–411. Lee, I. H., 1998, Market crashes and informational avalanches, Review of Economic Studies 65, 741–759. Lewis, K. K., 1999, Trying to explain home bias in equities and consumption, Journal of Economic Literature 37, 571–608. Libby, R., R. Bloomfield, and M. W. Nelson, 2002, Experimental research in financial accounting, Accounting, Organizations and Society 27, 775–810. Lohse, D., 1998, Tricks of the trade: ‘Buffett is buying this’ and other sayings of the cold-call crew, Wall Street Journal. 6/1/98. Lowry, M. and G. W. Schwert, 2002, IPO market cycles: Bubbles or sequential learning?, Journal of Finance 57, 1171–1200.
Lux, T., 1995, Herd behavior, bubbles and crashes, Economic Journal 105, 881–896. Lynch, A., 2000, Thought contagions in the stock market, Journal of Psychology and Financial Markets 1, 10–23. Madrian, B. and D. Shea, 2000, The power of suggestion: Inertia in 401(k) participation and savings behavior, NBER Working Paper 7682. Manski, C. F., 1993, Identification of endogenous social effects: The reflection problem, Review of Economic Studies 60, 531–42. Marshall, A., 1920, Principles of Economics (8 ed.). (Macmillan, London). Martin, G. S. and J. Puthenpurackal, 2008, Imitation is the sincerest form of flattery: Warren Buffett and Berkshire Hathaway, Working paper, American University.
Massa, M. and A. Simonov, 2005, The role of college interaction in portfolio choice and stock market prices, CEPR Working Paper 4815. Maug, E. and N. Naik, 1996, Herding and delegated portfolio management: The impact of relative performance evaluation on asset allocation, Working paper, London Business School. McGee, S., 1997, Name game: More IPOs tout their famous investors, Wall Street Journal 10/26/97, C1, C20. Merton, R. C., 1987, A simple model of capital market equilibrium with incomplete information, Journal of Finance 42, 483–510. Michaely, R. and W. H. Shaw, 1995, Does the choice of auditor convey quality in an initial public offering?, Financial Management 24, 15–30. Mikhail, M. B., B. R. Walther, and R. H. Willis, 1999, Does forecast accuracy matter to security analysts?, Accounting Review 74, 185–200. Modigliani, F. and R. Cohn, 1979, Inflation, rational valuation, and the market, Financial Analyst Journal 35, 24–44. Morck, R., A. Shleifer, and R. Vishny, 1989, Alternative mechanisms for corporate control, American Economic Review 79, 842–852. Moreland, R. L. and R. Beach, 1992, Exposure effects in the classroom: The development of affinity among students, Journal of Experimental Social Psychology 28, 255–276.
Moscarini, M., M. Ottaviani, and L. Smith, 1998, Social learning in a changing world, Economic Theory 13, 657–665.
Mullainathan, S. and A. Shleifer, 2005, The market for news, American Economic Review 95, 1031–1053. Mullainathan, S. and A. Shleifer, 2005, Persuasion in finance, NBER Working Papers No.11838. Neeman, Z. and G. Orosel, 1999, Herding and the winner’s curse in markets with sequential bids, Journal of Economic Theory 85, 91–121. Nelson, L.-B., 2002, Persistence and reversal in herd behavior: Theory and application
Ng, L. K. and F.Wu, 2006, Peer effects in the trading decisions of individual investors, Working paper, University of Wisconsin-Milwaukee. Nisbett, R. and L. Ross, 1980, Human Inference: Strategies and Shortcomings of Social Judgment (Prentice-Hall, Englewood Cliffs, NJ). Noeth, M., C. F. Camerer, C. R. Plott, and M. Weber, 2002, Information aggregation in experimental asset markets: Traps and misaligned beliefs, Review of Financial Studies 15, 927–957. Nofsinger, J. R. and R. W. Sias, 1999, Herding and feedback trading by institutional and individual investors, Journal of Finance 54, 2263 – 2295. Obrien, T. L. and M. Murray, 1995, Buffett boosts american express stake to 9.8%, acquires 8.3% of PNC bank, Wall Street Journal. 2/15/95. Ottaviani, M. and P. N. Sorensen, 2006, The strategy of professional forecasting, Journal of Financial Economics 81, 441–466. Ottaviani, M. and P. Sorenson, 2000, Herd behavior and investment: Comment, American Economic Review 90, 695–704. Ottaviani, M. and P. Sorenson, 2001, Information aggregation in debate: who should speak first?, Journal of Public Economy 81, 393–421. Ozsoylev, H. N., 2005, Asset pricing implications of social networks, Working paper, Sa¨ýd Business School and Linacre College, University of Oxford. Park, A. and D. Sgroi, 2008, When herding and contrarianism foster market efficiency: A financial trading experiment, University of Toronto Working Paper 316. Peng, L. and W. Xiong, 2006, Investor attention, overconfidence and category learning, Journal of Financial Economics 80, 563–602. Persons, J. C. and V. A. Warther, 1997, Boom and bust patterns in the adoption of financial innovations, Review of Financial Studies 10, 939–967. Pincus, M. and C. Wasley, 1994, The incidence of accounting changes and characteristics of firms making accounting changes, Accounting Horizons 8, 1–24. Pollock, T. G., V. Rindova, and P. G. Maggitti, 2008, Market watch: Information and availability cascades among the media and investors in the U.S. IPO market, Academy of Management Journal 51, 335–358. Prendergast, C., 1993, A theory of yes men, American Economic Review 83, 757–770. Prendergast, C. and L. Stole, 1996, Impetuous youngsters and jaded oldtimers: An analysis of behavioral decision-making rules, Journal of Political Economy 104, 1105–1134.
Rajan, R. G., 1994, Why credit policies fluctuate: A theory and some evidence, Quarterly Journal of Economics 109, 399–442. Rao, H., H. R. Greve, and G. F. Davis, 2001, Fool’s gold: Social proof in the initiation and abandonment of coverage by Wall Street analysts, Administrative Science Quarterly 46, 502–526.
Rau, R. and A. Stouraitis, 2008, The timing of corporate event waves, Working paper, City University of Hong Kong. Richards, A., 1999, Idiosyncratic risk - an empirical analysis, with implications for the risk of relative-value trading strategies, International Monetary Fund, Washington, DC # 99-148. Richardson, S., S. H. Teoh, and P. D. Wysocki, 2004, The walk-down to beatable analyst forecasts: The role of equity issuance and insider trading incentives, Contemporary Accounting Research 21, 885–924. Ritter, J. R. and I. Welch, 2002, A review of IPO activity, pricing, and allocations, Journal of Finance 57, 1795–1828. Romano, M. G., 2007, Learning, cascades and transaction costs, Review of Finance 11, 527–560. Romer, D., 1993, Rational asset-price movements without news, American Economic Review 83, 1112–1130. Sacerdote, B., 2001, Peer effects with random assignment: Results for Dartmouth roommates, Quarterly Journal of Economics 116, 681–704. Samuelson, W. and R. Zeckhauser, 1988, Status-quo bias in decision making, Journal of Risk and Uncertainty 1, 7–59. Saunders, A. and B. Wilson, 1996, Contagious bank runs: Evidence from the 1929- 1933 period, Journal of Financial Intermediation 5, 409–423. Scharfstein, D. S. and J. C. Stein, 1990, Herd behavior and investment, American Economic Review 80, 465–479. Schelling, T. C., 1978, Micromotives and Macrobehavior (Norton Publisher, New York). Sciubba, E., 2000, Relative performance and herding in financial markets, Econometric Society World Congress 2000 Contributed Papers. Seasholes, M. S. and N. Zhu, 2005, Is there information in the local portfolio choices of individuals?, Working paper, UC Berkeley. Sgroi, D., 2003, The right choice at the right time: A herding experiment in endogenous time, Experimental Economics 6, 159–180. Shiller, R. J., 1990, Speculative prices and popular models, Journal of Economic Perspectives 4, 55–65. Shiller, R. J., 2000, Conversation, information, and herd behavior, American Economic Review 85, 181–185.
Shiller, R. J., 2000, Irrational exuberance (Princeton University Press, Princeton, N.J.).
Shiller, R. J., 2007, Low interest rates and high asset prices: An interpretation in terms of changing popular economic models, NBER Working Paper No. W13558.
Shiller, R. J., 2007, Understanding recent trends in house prices and home ownership, Cowles Foundation Discussion Papers No. 1630, Available at SSRN: http://ssrn.com/abstract=1017546. Shiller, R. J., F. Kon-Ya, and Y. Tsutsui, 1996, Why did the Nikkei crash? Expanding the scope of expectations data collection, Review of Economics and Statistics 78, 156–164.
Shiller, R. J. and J. Pound, 1989, Survey evidence on the diffusion of interest and information among investors, Journal of Economic Behavior and Organization 12, 46–66.
Shive, S., 2008, An epidemic model of investor behavior, Journal of Financial and Quantitative Analysis. forthcoming. Sias, R. W., 2004, Institutional herding, Review of Financial Studies 17, 165–206. Sias, R. W. and L. Starks, 1997, Return autocorrelation and institutional investors, Journal of Financial Economics 46, 103–131. Simon, H. A., 1955, A behavioral model of rational choice, Quarterly Journal of Economics 69, 99–118. Simunic, D., 1991, Empirical assessment of the impact of auditor quality on the valuation of new issues, Journal of Accounting and Economics 14, 375–399. Smallwood, D. and J. Conlisk, 1979, Product quality in markets where consumers are imperfectly informed, Quarterly Journal of Economics 93, 1–23. Smith, L. and P. Sorenson, 2000, Pathological outcomes of observational learning, Econometrica 68, 371–398. Stickel, S. E., 1990, Predicting individual analyst earnings forecasts, Journal of Accounting Research 28, 409–417. Stickel, S. E., 1992, Reputation and performance among security analysts, Journal of Finance 48, 1811–1836. Strang, D. and M. Macy, 2001, In search of excellence: Fads, success stories, and adaptive emulation, American Journal of Sociology 107, 147–182.
Sunder, S., 1995,. Experimental asset markets: A survey, . In J. H. Kagel and A. E. Roth, eds., The Handbook of Experimental Economics, Chapter 6, pp. 445–500. (Princeton University Press, Princeton, NJ).
Teoh, S. H., 1997, Information disclosure and voluntary contributions to public goods, Rand Journal of Economics 29, 385–406.
Tesar, L. and I. M. Werner, 1995, Home bias and high turnover, Journal of International Money and Finance 14, 467–492. The Economist, 1998, Warren silverfinger, Economist 2/7/98.
Titman, S. and B. Trueman, 1986, Information quality and the valuation of new issues, Journal of Accounting and Economics 8, 159–172.
Trueman, B., 1994, Analyst forecasts and herding behavior, Review of Financial Studies 7, 97–124.
Tversky, A. and D. Kahneman, 1973, Availability: A heuristic for judging frequency and probability, Cognitive Psychology 5, 207–232.
Uttal, B., Inside the deal that made Bill Gates $300,000,000. Fortune July 21, 1986, 23–31.
Veldkamp, L. L., 2000, Slow boom, big crash, Stanford University, SIEPR Policy paper No. 00-16.
Veldkamp, L. L., 2006, Media frenzies in markets for financial information, American Economic Review 96, 577–601.
Vives, X., 1993, How fast do rational agents learn?, Review of Economic Studies 60, 329–347.
Vives, X., 1995, The speed of information revelation in a financial market mechanism, Journal of Economic Theory 67, 178–204.
Weinberg, B. A., P. B. Reagan, and J. J. Yankow, 2004, Do neighborhoods affect hours worked? Evidence from longitudinal data, Journal of Labor Economics 22, 891–924.
Welch, I., 1992, Sequential sales, leaning, and cascades, Journal of Finance 47, 695– 732.
Welch, I., 2000, Herding among security analysts, Journal of Financial Economics 58, 369–396.
Wermers, R., 1999, Mutual fund herding and the impact on stock prices, Journal of Finance 54, 581–622.
Wysocki, P. D., 1998, Cheap talk on the Web: The determinants of postings on stock message boards, University of Michigan Business SchoolWorking Paper No. 98025.
Zeira, J., 1999, Informational overshooting, booms and crashes, Journal of Monetary Economics 43, 237–257.
Zhang, J., 1997, Strategic delay and the onset of investment cascades, RAND Journal of Economics 28, 188–205.
Zhu, N., 2003, The local bias of individual investors, Yale ICF Working Paper.
Zitzewitz, E., 2001, Measuring herding and exaggeration by equity analysts and other opinion sellers, Stanford GSB Working Paper No. 1802, Available at SSRN: http://ssrn.com/abstract=405441.