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The role of attention constraints for investor behavior and economic aggregates: what have we learnt so far?

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Abstract

Motivated by insights from psychology, a growing body of behavioral finance research highlights the importance of investors’ attention constraints. Collectively, this work suggests that time-series and cross-sectional variation in attention might not only materially affect the quality of market participants’ individual decision making, but eventually also matter for economic aggregates such as stock-level returns. While being notoriously difficult to measure, taking the role of human attention constraints into account might enable researchers to arrive at a better understanding of actual investor behavior as well as puzzling market phenomena, both of which are hard to reconcile with standard finance theory. Against this background, the goal of this paper is twofold. First, and with a focus on empirical work, it aims at providing a (necessarily selective) review, assessment, and synthesis of the research on limited investor attention. Second, it tries to identify gaps in the literature and to suggest fruitful directions for future research.

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Notes

  1. However, it should be noted that the importance of attention allocation in financial markets has also sporadically been highlighted in some early and by now much cited work. Two examples from later Nobel laureates are the following. The investor recognition model of Merton (1987) posits that constrained investors are aware only of a subset of securities in the stock universe. In equilibrium, this makes the so-called shadow cost of information, which might be considered as being a proxy for the information incompleteness about a stock, a determinant of expected returns. Moreover, early studies by Shiller highlight the link between time-varying investor attention and stock market returns (e.g. Shiller 1984, 1989, 1999).

  2. The selection process is based on several factors. On the one hand, it includes quantifiable variables such as journal quality, citations counts, and time of publication. On the other hand, it also includes a subjective assessment of a paper’s quality and contribution to the field of investor attention. Even though the review attempts to identify and cover the most relevant work, it is doubtlessly possible that some key papers have still been omitted.

  3. The PEAD refers to the empirically observable phenomenon that firms with positive (negative) earnings surprises tend to yield positive (negative) abnormal returns for up to three months after the public announcement. In other words, there appears to be a predictable stock price drift in the same direction as the earnings surprise. In line with their hypothesis, all studies mentioned above find that the PEAD is stronger if earnings are announced on days during which investors are assumed to be less attentive.

  4. Work in other areas of economics strengthens the conjecture that limited attention might adversely effect individuals’ welfare. For instance, see Hossain and Morgan (2006) for inattention towards shipping costs in eBay auctions, Chetty et al. (2009) for inattention to intransparent taxes, or Stango and Zinman (2014) for inattention to checking account overdraft fees. See DellaVigna (2009) for a recent overview.

  5. See e.g. Barber and Odean (2013) for a recent review. Among the best documented investment mistakes are the following: Retail investors show a disposition to sell winning stocks too early and hold on to losing stocks too long (e.g. Odean 1998; Shefrin and Statman 1985; Weber and Camerer 1998). They often trade excessively (e.g. Barber and Odean 2000; Odean 1999). They tend to forgo the benefits of diversification (e.g. Benartzi 2001; French and Poterba 1991; Goetzmann and Kumar 2008; Grinblatt and Keloharju 2001; Kilka and Weber 2000).

References

  • Abreu D, Brunnermeier MK (2002) Synchronization risk and delayed arbitrage. J Financ Econ 66:341–360

    Article  Google Scholar 

  • Ahern KR, Sosyura D (2014) Who writes the news? Corporate press releases during merger negotiations. J Financ 69:241–291

    Article  Google Scholar 

  • Anderson CW, Beracha E (2008) Robustness of the headquarters-city effect on stock returns. J Financ Res 31:271–300

    Article  Google Scholar 

  • Baker M, Greenwood R, Wurgler J (2009) Catering through nominal share prices. J Financ 64:2559–2590

    Article  Google Scholar 

  • Barber BM, Odean T (2000) Trading is hazardous to your wealth: the common stock investment performance of individual investors. J Financ 55:773–806

    Article  Google Scholar 

  • Barber BM, Odean T (2008) All that glitters: the effect of attention and news on the buying behavior of individual and institutional investors. Rev Financ Stud 21:785–818

    Article  Google Scholar 

  • Barber BM, Odean T (2013) The behavior of individual investors. In: Constantinides GM, Harris M, Stulz RM (eds) Handbook of the economics of finance. Elsevier, Amsterdam, pp 1533–1569

    Google Scholar 

  • Barber BM, Odean T, Zheng L (2005) Out of sight, out of mind: the effects of expenses on mutual fund flows. J Bus 78:2095–2120

    Article  Google Scholar 

  • Barberis N, Shleifer A (2003) Style investing. J Financ Econ 68:161–199

    Article  Google Scholar 

  • Barberis N, Shleifer A, Wurgler J (2005) Comovement. J Financ Econ 75:283–317

    Article  Google Scholar 

  • Barker D, Loughran T (2007) The geography of S&P 500 stock returns. J Behav Financ 8:177–190

    Article  Google Scholar 

  • Benartzi S (2001) Excessive extrapolation and the allocation of 401(k) accounts to company stock. J Financ 61:1747–1764

    Article  Google Scholar 

  • Bloomfield RJ, Tayler WB, Zhou F (2009) Momentum, reversal, and uninformed traders in laboratory markets. J Financ 64:2535–2558

    Article  Google Scholar 

  • Bollen J, Mao H, Zeng X-J (2011) Twitter mood predicts the stock market. J Comput Sci 2:1–8

    Article  Google Scholar 

  • Boyer BH (2011) Style related comovement: fundamentals or labels? J Financ 66:307–332

    Google Scholar 

  • Brav A, Heton J, Li S (2010) The limits of the limits of arbitrage. Rev Financ 14:157–187

    Article  Google Scholar 

  • Broadbent DE (1953) Perception and communication. Pergamon Press, New York

    Google Scholar 

  • Camerer CF (2006) Behavioral economics. In: Blundell R, Newey WK, Persson T (eds) Advances in economics and econometrics: theory and applications, Ninth World Congress. Cambridge University Press, Cambridge, pp 181–214

    Chapter  Google Scholar 

  • Campbell JY (2006) Household finance. J Financ 61:1553–1604

    Google Scholar 

  • Chang Y-C, Hong H, Liskovich I (2014) Regression discontinuity and the price effects of stock market indexing. Rev Financ Stud 28:212–246

    Article  Google Scholar 

  • Chen H, De P, Hu Y, Hwang B-H (2014) Wisdom of crowds: the value of stock opinions transmitted through social media. Rev Financ Stud 27:1367–1403

    Article  Google Scholar 

  • Chetty R, Looney A, Kroft K (2009) Salience and taxation: theory and evidence. Am Econ Rev 99:1145–1177

    Article  Google Scholar 

  • Cohen L, Frazzini A (2008) Economic links and predictable returns. J Financ 63:1977–2011

    Article  Google Scholar 

  • Cooper MJ, Dimitrov O, Rau R (2001) A rose.com by any other name. J Financ 56:2371–2388

    Article  Google Scholar 

  • Cooper MJ, Gulen H, Rau PR (2005) Changing names with style: mutual fund name changes and their effect on fund flows. J Financ 60:2825–2858

    Article  Google Scholar 

  • Corwin SA, Coughenour JF (2008) Limited attention and the allocation of effort in securities trading. J Financ 63:3031–3067

    Article  Google Scholar 

  • Da Z, Engelberg J, Gao P (2011) In search of attention. J Financ 66:1461–1499

    Article  Google Scholar 

  • Da Z, Gurun UG, Warachka M (2014) Frog in the pan: continuous information and momentum. Rev Financ Stud 27:2171–2218

    Article  Google Scholar 

  • Da Z, Engelberg J, Gao P (2015) The sum of all FEARS: investor sentiment and asset prices. Rev Financ Stud 28:1–32

    Article  Google Scholar 

  • Daniel K, Hirshleifer D, Subrahmanyam A (1998) Investor psychology and security market under- and overreactions. J Financ 53:1839–1885

    Article  Google Scholar 

  • DellaVigna S (2009) Psychology and economics: evidence from the field. J Econ Lit 47:315–372

    Article  Google Scholar 

  • DellaVigna S, Pollet JM (2007) Demographics and industry returns. Am Econ Rev 97:1667–1702

    Article  Google Scholar 

  • DellaVigna S, Pollet JM (2009) Investor inattention and Friday earnings announcements. J Financ 64:709–749

    Article  Google Scholar 

  • Dimpfl T, Jank S (2014) Can internet search queries help to predict stock market volatility? Eur Financ Manag (forthcoming)

  • Dockner EJ, Halling P, Randl O (2014) Fund promotion and individual investors’ fund flows. Unpublished working paper, WU Vienna University of Economics and Business

  • Drake MS, Roulstone DT, Thornock JR (2012) Investor information demand: evidence from Google searches around earnings announcements. J Account Res 50:1001–1040

    Article  Google Scholar 

  • Duffie D (2010) Presidential address: asset price dynamics with slow-moving capital. J Financ 64:1237–1267

    Article  Google Scholar 

  • Engelberg J (2008) Costly information processing: evidence from earnings announcements. Unpublished working paper, Northwestern University

  • Engelberg J, Parsons CA (2011) The causal impact of media in financial markets. J Financ 66:67–97

    Google Scholar 

  • Engelberg J, Sasseville C, Williams J (2012) Market madness? The case of mad money. Manag Sci 58:351–364

    Article  Google Scholar 

  • Etheber T, Hennen D, Meyer S, Rochow T (2012) Earnings announcements, Miller’s stocks and private investors—trading patterns and performance. Unpublished working paper, Goethe University of Frankfurt

  • Falato A, Kadyrzhanova D, Lel U (2014) Distracted directors: does board busyness hurt shareholder value? J Financ Econ 113:404–426

    Article  Google Scholar 

  • Fama EF (1970) Efficient capital markets: a review of theory and empirical evidence. J Financ 25:383–417

    Article  Google Scholar 

  • Fama EF (1998) Market efficiency, long-term returns, and behavioral finance. J Financ Econ 49:283–306

    Article  Google Scholar 

  • Fang L, Peress J (2009) Media coverage and the cross-section of stock returns. J Financ 64:2023–2052

    Article  Google Scholar 

  • Fang LH, Peress J, Zheng L (2014) Does media coverage of stocks affect mutual funds’ trading and performance? Rev Financ Stud 27:3441–3466

    Article  Google Scholar 

  • Ferreira MA, Matos P (2008) The colors of investors money: the role of institutional investors around the world. J Financ Econ 88:499–533

    Article  Google Scholar 

  • Fink C, Johann T (2014) May I have your attention, please: the market microstructure of investor attention. Unpublished working paper, University of Mannheim

  • French KR, Poterba JM (1991) Investor diversification and international equity markets. Am Econ Rev 81:222–226

    Google Scholar 

  • Gabaix X, Laibson D (2005) Bounded rationality and directed cognition. Unpublished working paper, MIT, Harvard University

  • Gabaix X, Laibson D, Moloche G, Weinberg S (2006) Costly information acquisition: experimental analysis of a boundedly rational model. Am Econ Rev 96:1043–1068

    Article  Google Scholar 

  • Gervais S, Kaniel R, Mingelgrin DH (2001) The high-volume return premium. J Financ 56:877–919

    Article  Google Scholar 

  • Giglio S, Shue K (2014) No news is news: do markets underreact to nothing? Rev Financ Stud 27:3389–3440

    Article  Google Scholar 

  • Gilbert T, Kogan S, Lochstoer L, Ozyildirim A (2012) Investor inattention and the market impact of summary statistics. Manag Sci 58:336–350

    Article  Google Scholar 

  • Goetzmann WN, Kumar A (2008) Equity portfolio diversification. Rev Financ 12:433–463

    Article  Google Scholar 

  • Green TC, Hwang B-H (2009) Price-based return comovement. J Financ Econ 93:37–50

    Article  Google Scholar 

  • Green J, Hand JRM, Soliman MT (2011) Going, going, gone? The apparent demise of the accruals anomaly. Manag Sci 57:797–816

    Article  Google Scholar 

  • Greenwood R (2008) Excess comovement of stock returns: evidence from cross-sectional variation in Nikkei 225 weights. Rev Financ Stud 21:1153–1186

    Article  Google Scholar 

  • Grinblatt M, Keloharju M (2001) How distance, language, and culture influence stockholdings and trades. J Financ 56:1053–1073

    Article  Google Scholar 

  • Gromb D, Vayanos D (2010) Limits of arbitrage: the state of the theory. Annu Rev Financ Econ 2:251–275

    Article  Google Scholar 

  • Grullon G, Kanatas G, Weston JP (2004) Advertising, breadth of ownership, and liquidity. Rev Financ Stud 17:439–461

    Article  Google Scholar 

  • Gupta-Mukherjee S, Pareek A (2013) Limited attention and portfolio choice: the impact of attention allocation on mutual fund performance. Unpublished working paper, Loyola University, Rutgers Business School

  • Gurun UG, Butler AW (2012) Don’t believe the hype: local media slant, local advertising, and firm value. J Financ 67:561–598

    Article  Google Scholar 

  • Hillert A, Jacobs H, Müller S (2014) Media makes momentum. Rev Financ Stud 27:3467–3501

    Article  Google Scholar 

  • Hirshleifer D, Teoh SH (2003) Limited attention, information disclosure, and financial reporting. J Account Econ 36:337–386

    Article  Google Scholar 

  • Hirshleifer D, Hou K, Teoh SH, Zhang Y (2004) Do investors overvalue firms with bloated balance sheets? J Account Econ 38:297–331

    Article  Google Scholar 

  • Hirshleifer D, Lim SS, Teoh SH (2009) Driven to distraction: extraneous events and underreaction to earnings news. J Financ 64:2289–2325

    Article  Google Scholar 

  • Hong HG, Stein JC (1999) A unified theory of underreaction, momentum trading, and overreaction in asset markets. J Financ 54:2143–2184

    Article  Google Scholar 

  • Hong HG, Stein JC (2007) Disagreement and the stock market. J Polit Econ 36:3–27

    Google Scholar 

  • Hong HG, Lim T, Stein JC (2000) Bad news travels slowly: size, analyst coverage, and the profitability of momentum strategies. J Financ 55:265–295

    Article  Google Scholar 

  • Hong HG, Kubik JD, Stein JC (2008) The only game in town: stock-price consequences of local bias. J Financ Econ 90:20–37

    Article  Google Scholar 

  • Hong HG, Kubik JD, Fishman T (2012) Do arbitrageurs amplify economic shocks? J Financ Econ 103:454–470

    Article  Google Scholar 

  • Hong HG, Torous W, Valkanov R (2007) Do industries lead stock markets? J Financ Econ 83:367–396

    Article  Google Scholar 

  • Hossain T, Morgan J (2006) \(\ldots \)plus shipping and handling: revenue (non)equivalence in field experiments on eBay. B.E. J Econ Anal Policy: Adv Econ Anal Policy 6:1–27

    Google Scholar 

  • Hou K, Moskowitz T (2005) Market frictions, price delay, and the cross-section of expected returns. Rev Financ Stud 18:981–1020

    Article  Google Scholar 

  • Hou K, Peng L, Xiong W (2009) A tale of two anomalies: the implications of investor attention for price and earnings momentum. Unpublished working paper, Ohio State University, City University of New York, Princeton University

  • Huang L, Liu H (2007) Rational inattention and portfolio selection. J Financ 62:1999–2040

    Article  Google Scholar 

  • Huberman G (2001) Familiarity breeds investment. Rev Financ Stud 14:659–680

    Article  Google Scholar 

  • Huberman G, Regev T (2001) Contagious speculation and a cure for cancer: a non-event that made stock prices soar. J Financ 56:387–396

    Article  Google Scholar 

  • Huddart S, Lang M, Yetman MH (2009) Volume and price patterns around a stock’s 52-week highs and lows: theory and evidence. Manag Sci 55:16–31

    Article  Google Scholar 

  • Jacobs H (2014) What explains the dynamics of 100 anomalies? J Bank Financ (forthcoming)

  • Jacobs H, Weber M (2012) The trading volume impact of local bias: evidence from a natural experiment. Rev Financ 16:867–901

    Article  Google Scholar 

  • Jong AD, Rosenthal L, Dijk MAV (2009) The risk and return of arbitrage in dual-listed companies. Rev Financ 13:495–520

    Article  Google Scholar 

  • Kacperczyk M, Nieuwerburgh SV, Veldkamp L (2013) Rational attention allocation over the business cycle. Unpublished working paper, New York University

  • Kahneman D (1973) Attention and effort. Prentice Hall, New Jersey

    Google Scholar 

  • Kahneman D (2003) Maps of bounded rationality: psychology for behavioral economics. Am Econ Rev 93:1449–1475

    Article  Google Scholar 

  • Karabulut Y (2013) Can Facebook predict stock market activity? Unpublished working paper, Goethe University Frankfurt

  • Karlsson N, Loewenstein G, Seppi D (2009) The ostrich effect: selective attention to information. J Risk Uncertain 38:95–115

    Article  Google Scholar 

  • Kilka M, Weber M (2000) Home bias in international stock return expectations. J Psychol Financ Mark 1:176–192

    Article  Google Scholar 

  • Koehler JJ, Mercer M (2009) Selection neglect in mutual fund advertisements. Manag Sci 55:1107–1121

    Article  Google Scholar 

  • Libby R, Bloomfield R, Nelson MW (2002) Experimental research in financial accounting. Account Organ Soc 27:775–810

    Article  Google Scholar 

  • Loh R (2010) Investor inattention and the underreaction to stock recommendation. Financ Manag 39:1223–1252

    Article  Google Scholar 

  • Long JBD, Shleifer A, Summers LH, Waldmann RJ (1990) Noise trader risk in financial markets. J Polit Econ 98:703–738

    Article  Google Scholar 

  • Lou D (2014) Attracting investor attention through advertising. Rev Financ Stud 27:1797–1829

    Article  Google Scholar 

  • Loughran T, Schultz P (2005) Liquidity: urban versus rural firms. J Financ Econ 78:341–374

    Article  Google Scholar 

  • McLean RD, Pontiff J (2014) Does academic research destroy stock return predictability. Unpublished working paper, University of Alberta, Boston College

  • Menzly L, Ozbas O (2010) Market segmentation and cross-predictability of returns. J Financ 65:1555–1580

    Article  Google Scholar 

  • Merton RC (1987) A simple model of capital market equilibrium with incomplete information. J Financ 42:483–510

    Article  Google Scholar 

  • Michaely R, Rubin A, Vedrashko A (2013) Firm heterogeneity and investor inattention to Friday earnings announcements. Unpublished working paper, Cornell University, Simon Fraser University

  • Mondria J, Wu T (2013) Asymmetric attention and stock returns. Unpublished working paper, University of Toronto, University of California

  • Mullainathan S (2002) Thinking through categories. Unpublished working paper, MIT

  • Nieuwerburgh SV, Veldkamp L (2009) Information immobility and the home bias puzzle. J Financ 64:1187–1215

    Article  Google Scholar 

  • Odean T (1998) Are investors reluctant to realize their losses? J Financ 53:1775–1798

    Article  Google Scholar 

  • Odean T (1999) Do investors trade too much? Am Econ Rev 89:1279–1298

    Article  Google Scholar 

  • Pashler HE (1998) The psychology of attention. MIT Press, Cambridge

    Google Scholar 

  • Patterson M, Martin E (2010) Wall Street takes break for Tiger Woods’ apology. Chart of day. Bloomberg, New York

    Google Scholar 

  • Peng L (2005) Learning with information capacity constraints. J Financ Quant Anal 40:307–329

    Article  Google Scholar 

  • Peng L, Xiong W (2006) Investor attention, overconfidence and category learning. J Financ Econ 80:563–602

    Article  Google Scholar 

  • Peress J (2008) Media coverage and investors’ attention to earnings announcements. Unpublished working paper, Insead

  • Peress J (2014) The media and the diffusion of information in financial markets: evidence from newspaper strikes. J Financ 69:2007–2043

    Article  Google Scholar 

  • Peress J, Schmidt D (2014) Glued to the TV: the trading activity of distracted investors. Unpublished working paper, Insead, HEC Paris

  • Pirinsky C, Wang Q (2006) Does corporate headquarters location matter for stock returns? J Financ 61:1991–2015

    Article  Google Scholar 

  • Pontiff J (2006) Costly arbitrage and the myth of idiosyncratic risk. J Account Econ 42:35–52

    Article  Google Scholar 

  • Rashes MS (2001) Massively confused investors making conspicuously ignorant choices (MCI-MCIC). J Financ 56:1911–1927

    Article  Google Scholar 

  • Richardson S, Tuna I, Wysocki P (2010) Accounting anomalies and fundamental analysis: a review of recent research advances. J Account Econ 50:410–454

    Article  Google Scholar 

  • Seasholes MS, Wu G (2007) Predictable behavior, profits, and attention. J Empir Financ 14:590–610

    Article  Google Scholar 

  • Shefrin H, Statman M (1985) The disposition to sell winners too early and ride losers too long: theory and evidence. J Financ 40:777–790

    Article  Google Scholar 

  • Shiller RJ (1984) Stock prices and social dynamics. Brook Pap Econ Act 2:457–498

    Article  Google Scholar 

  • Shiller RJ (1989) Market volatility. MIT Press, Cambridge

    Google Scholar 

  • Shiller RJ (1999) Human behavior and the efficiency of the financial system. In: Taylor JB, Woodford M (eds) Handbook of macroeconomics. Elsevier, Amsterdam, pp 1305–1340

    Chapter  Google Scholar 

  • Shive SA (2012) Local investors, price discovery and market efficiency. J Financ Econ 104:145–161

    Article  Google Scholar 

  • Shleifer A (2000) Inefficient markets: an introduction to behavioral finance. Oxford University Press, New York

    Book  Google Scholar 

  • Shleifer A, Summers L (1990) The noise trader approach to finance. J Econ Perspect 4:19–33

    Article  Google Scholar 

  • Shleifer A, Vishny RW (1997) The limits of arbitrage. J Financ 52:35–55

    Article  Google Scholar 

  • Sims CA (2003) Implications of rational inattention. J Monet Econ 50:665–690

    Article  Google Scholar 

  • Sirri ER, Tuffano P (1998) Costly search and mutual fund flows. J Financ 53:1589–1622

    Article  Google Scholar 

  • Solomon DH, Soltes EF, Sosyura D (2013) Winners in the spotlight: media coverage of fund holdings as a driver of flows. J Financ Econ 113:53–72

    Article  Google Scholar 

  • Spiegel (2014) Krisenhelfer in not 1:56

  • Stango V, Zinman J (2014) Limited and varying consumer attention: evidence from shocks to the salience of bank overdraft fees. Rev Financ Stud 27:990–1030

    Article  Google Scholar 

  • Stein JC (2009) Presidential address: sophisticated investors and market efficiency. J Financ 64:1517–1548

    Article  Google Scholar 

  • Tetlock PC (2011) All the news that’s fit to reprint: do investors react to stale information? Rev Financ Stud 24:1481–1512

    Article  Google Scholar 

  • Tetlock PC, Saar-Tsechansky M, Macskassy S (2008) More than words: quantifying language to measure firms’ fundamentals. J Financ 63:1437–1467

    Article  Google Scholar 

  • Vlastakis N, Markellos RN (2012) Information demand and stock market volatility. J Bank Financ 36:1808–1821

    Article  Google Scholar 

  • Weber M, Camerer CF (1998) The disposition effect in securities trading: an experimental analysis. J Econ Behav Org 33:167–184

    Article  Google Scholar 

  • Yuan Y (2014) Market-wide attention, trading, and stock returns. Unpublished working paper, University of Pennsylvania

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Correspondence to Heiko Jacobs.

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H. Jacobs: Parts of this review are based on the introduction of my Ph.D. thesis “Empirical Essays on the Stock Market Impact of Limited Investor Attention” (2011, University of Mannheim).

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Jacobs, H. The role of attention constraints for investor behavior and economic aggregates: what have we learnt so far?. Manag Rev Q 65, 217–237 (2015). https://doi.org/10.1007/s11301-015-0112-5

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