Does Analyst Optimism Fuel Stock Price Momentum?

References

• Agrawal, A., S. Chadha, and M. Chen. 2006. “Who is Afraid of Reg FD? The Behavior and Performance of Sell-Side Analysts following the SEC’s Fair Disclosure Rules.” The Journal of Business 79 (6):2811–34. doi:10.1086/508000
   Google Scholar
• Altinkiliç, O., V. Balashov, and R. Hansen. 2013. “Are Analysts' Forecasts Informative to the General Public?” Management Science 59 (11):2550–64. doi:10.1287/mnsc.2013.1721
   Web of Science ®Google Scholar
• Altinkiliç, O., and R. Hansen. 2009. “On the Information Role of Stock Recommendation Revisions.” Journal of Accounting and Economics 48 (1):17–36. doi:10.1016/j.jacceco.2009.04.005
   Web of Science ®Google Scholar
• Altman, E. 1968. “Financial Ratios, Discriminant Analysis, and the Prediction of Corporate Bankruptcy.” The Journal of Finance 23 (4):589–609. doi:10.1111/j.1540-6261.1968.tb00843.x
   Web of Science ®Google Scholar
• Amihud, Y., and Y. Mendelson. 1986. “Asset Pricing and the Bid/Ask Spread.” Journal of Financial Economics 17 (2):223–49. doi:10.1016/0304-405X(86)90065-6
   Web of Science ®Google Scholar
• Anderson, G., J. Kim, and T. Yun. 2010. “Using a Projection Method to Analyze Inflation Bias in a Micro-Founded Model.” Working Paper, Federal Reserve Board, Washington, DC.
   Google Scholar
• Bailey, W., H. Li, C. Mao, and R. Zhong. 2003. “Regulation Fair Disclosure and Earnings Information: Market, Analyst, and Corporate Responses.” The Journal of Finance 58 (6):2487–514. doi:10.1046/j.1540-6261.2003.00613.x
   Web of Science ®Google Scholar
• Bandarchuk, P., and J. Hilscher. 2013. “Source of Momentum Profits: Evidence on the Irrelevance of Characteristics.” Review of Finance 17 (2):809–45. doi:10.1093/rof/rfr036
   Web of Science ®Google Scholar
• Barberis, N., and A. Shleifer. 2003. “Style Investing.” Journal of Financial Economics 68 (2):161–99. doi:10.1016/S0304-405X(03)00064-3
   Web of Science ®Google Scholar
• Barber, B., R. Lehavy, M. McNichols, and B. Trueman. 2001. “Can Investors Profit from the Prophets? Security Analyst Recommendations and Stock Returns.” The Journal of Finance 56 (2):531–63. doi:10.1111/0022-1082.00336
   Web of Science ®Google Scholar
• Barber, B., R. Lehavy, M. McNichols, and B. Trueman. 2003. “Reassessing the Returns to Analysts' Stock Recommendations.” Financial Analysts Journal 59 (2):88–96. doi:10.2469/faj.v59.n2.2517
   Web of Science ®Google Scholar
• Barber, B., R. Lehavy, and B. Trueman. 2010. “Rating Changes, Rating Levels, and the Predictive Value of Analysts' Recommendations.” Financial Management 39 (2):533–53. doi:10.1111/j.1755-053X.2010.01083.x
   Web of Science ®Google Scholar
• Barniv, R., O. Hope, M. Myring, and W. Thomas. 2009. “Do Analysts Practice What They Preach and Should Investors Listen? Effects of Recent Regulations.” The Accounting Review 84 (4):1015–39. doi:10.2308/accr.2009.84.4.1015
   Web of Science ®Google Scholar
• Bartram, S., G. Brown, and R. Stulz. 2012. “Why Are U.S. Stocks More Volatile?” The Journal of Finance 67 (4):1329–70. doi:10.1111/j.1540-6261.2012.01749.x
   Web of Science ®Google Scholar
• Boni, L., and K. Womack. 2006. “Analysts, Industries, and Price Momentum.” Journal of Financial and Quantitative Analysis 41 (1):85–109. doi:10.1017/S002210900000243X
   Web of Science ®Google Scholar
• Brennan, M., and A. Subrahmanyam. 1995. “Investment Analysis and Price Formation in Securities Markets.” Journal of Financial Economics 38 (3):361–81. doi:10.1016/0304-405X(94)00811-E
   Web of Science ®Google Scholar
• Brown, N., K. Wei, and R. Wermers. 2014. “Analyst Recommendations, Mutual Fund Herding, and Overreaction in Stock Prices.” Management Science 60 (1):1–20. doi:10.1287/mnsc.2013.1751
   Web of Science ®Google Scholar
• Carhart, M. 1997. “On Persistence in Mutual Fund Performance.” The Journal of Finance 52 (1):57–82. doi:10.1111/j.1540-6261.1997.tb03808.x
   Web of Science ®Google Scholar
• Carver, C., and M. Scheier. 1981. Attention and Self-Regulation: A Control Theory Approach to Human Behavior. New York: Springer.
   Google Scholar
• Chan, L., N. Jegadeesh, and J. Lakonishok. 1996. “Momentum Strategies.” The Journal of Finance 51 (5):1681–713. doi:10.1111/j.1540-6261.1996.tb05222.x
   Web of Science ®Google Scholar
• Charoenrook, A., and C. Lewis. 2009. “Information, Selective Disclosure, and Analyst Behavior.” Financial Management 38 (1):39–57. doi:10.1111/j.1755-053X.2009.01027.x
   Web of Science ®Google Scholar
• Chen, Po‐Chang, Ganapathi S. Narayanamoorthy, Theodore Sougiannis, and Hui Zhou. 2020. “Analyst Underreaction and Post-Forecast Revision Price Drift.” Journal of Business Finance & Accounting 47 (9-10):1151–81. doi:10.1111/jbfa.12491
   Web of Science ®Google Scholar
• Christophe, S., M. Ferri, and J. Hsieh. 2010. “Informed Trading before Analyst Downgrades: Evidence from Short Sellers.” Journal of Financial Economics 95 (1):85–106. doi:10.1016/j.jfineco.2009.02.004
   Web of Science ®Google Scholar
• Cohen, L., A. Frazzini, and C. Malloy. 2010. “Sell-Side School Ties.” The Journal of Finance 65 (4):1409–37. doi:10.1111/j.1540-6261.2010.01574.x
   Web of Science ®Google Scholar
• Cooper, M., H. Gulen, and M. Schill. 2008. “Asset Growth and the Cross-Section of Stock Returns.” The Journal of Finance 63 (4):1609–52. doi:10.1111/j.1540-6261.2008.01370.x
   Web of Science ®Google Scholar
• Cornett, M., H. Tehranian, and A. Yalcin. 2007. “Regulation Fair Disclosure and the Market's Reaction to Analyst Investment Recommendation Changes.” Journal of Banking & Finance 31 (3):567–88. doi:10.1016/j.jbankfin.2005.12.009
   Web of Science ®Google Scholar
• Costa, D., F. Carvalho, B. Moreira, and J. Prado. 2017. “Bibliometric Analysis on the Association between Behavioral Finance and Decision Making with Cognitive Biases Such as Overconfidence, Anchoring Effect and Confirmation Bias.” Scientometrics 111 (3):1775–99. doi:10.1007/s11192-017-2371-5
   Web of Science ®Google Scholar
• Daniel, K., M. Grinblatt, S. Titman, and R. Wermers. 1997. “Measuring Mutual Fund Performance with Characteristic-Based Benchmarks.” The Journal of Finance 52 (3):1035–58. doi:10.1111/j.1540-6261.1997.tb02724.x
   Web of Science ®Google Scholar
• Daniel, K., and T. Moskowitz. 2016. “Momentum Crashes.” Journal of Financial Economics 122 (2):221–47. doi:10.1016/j.jfineco.2015.12.002
   Web of Science ®Google Scholar
• Daniel, K., and S. Titman. 1999. “Market Efficiency in an Irrational World.” Financial Analysts Journal 55 (6):28–40. doi:10.2469/faj.v55.n6.2312
   Google Scholar
• Dichev, I., and J. Piotroski. 1999. “The Performance of Long-Run Stock Returns following Issues of Public and Private Debt.” Journal of Business Finance & Accounting 26 (9-10):1103–32. doi:10.1111/1468-5957.00288
   Google Scholar
• Drake, M., L. Rees, and E. Swanson. 2011. “Should Investors Follow the Prophets or the Bears? Evidence on the Use of Public Information by Analysts and Short Sellers.” The Accounting Review 86 (1):101–30. doi:10.2308/accr.00000006
   Web of Science ®Google Scholar
• Eleswarapu, V., R. Thompson, and K. Venkataraman. 2004. “The Impact of Regulation Fair Disclosure: Trading Costs and Information Asymmetry.” Journal of Financial and Quantitative Analysis 39 (2):209–25. doi:10.1017/S0022109000003045
   Web of Science ®Google Scholar
• Elliott, G., T. Rothenberg, and J. Stock. 1996. “Efficient Tests for an Autoregressive Unit Root.” Econometrica 64 (4):813–36. doi:10.2307/2171846
   Web of Science ®Google Scholar
• Fama, E., and K. French. 2006. “Profitability, Investment and Average Returns.” Journal of Financial Economics 82 (3):491–518. doi:10.1016/j.jfineco.2005.09.009
   Web of Science ®Google Scholar
• Fama, E., and K. French. 2008. “Dissecting Anomalies.” The Journal of Finance 63 (4):1653–78. doi:10.1111/j.1540-6261.2008.01371.x
   Web of Science ®Google Scholar
• Fama, E., and K. French. 2015. “A Five-Factor Asset Pricing Model.” Journal of Financial Economics 116 (1):1–22. doi:10.1016/j.jfineco.2014.10.010
   Web of Science ®Google Scholar
• Festinger, L. 1957. A Theory of Cognitive Dissonance, Vol. 2. Palo Alto: Stanford University Press.
   Google Scholar
• Francis, J., and L. Soffer. 1997. “The Relative Informativeness of Analysts' Stock Recommendations and Earnings Forecast Revisions.” Journal of Accounting Research 35 (2):193–212. doi:10.2307/2491360
   Web of Science ®Google Scholar
• Gintschel, A., and S. Markov. 2004. “The Effectiveness of Regulation FD.” Journal of Accounting and Economics 37 (3):293–314. doi:10.1016/j.jacceco.2003.12.001
   Web of Science ®Google Scholar
• Givoly, D., and J. Lakonishok. 1979. “The Information Content of Financial Analysts’ Forecast of Earnings.” Journal of Accounting and Economics 1 (3):165–85. doi:10.1016/0165-4101(79)90006-5
   Google Scholar
• Goff, D., H. Hulburt, T. Keasler, and J. Walsh. 2008. “Isolating the Information Content of Equity Analysts' Recommendation Changes, Post Reg FD.” The Financial Review 43 (2):303–21. doi:10.1111/j.1540-6288.2008.00195.x
   Google Scholar
• Green, T. 2006. “The Value of Client Access to Analyst Recommendations.” Journal of Financial and Quantitative Analysis 41 (1):1–24. doi:10.1017/S0022109000002404
   Web of Science ®Google Scholar
• Harsha, P., and C. Hines. 2016. “Radar Charts and the Paradigm of Cognitive Fit: Implications for Accounting Research and Practice.” Journal of Business and Accounting 9:86–177.
   Google Scholar
• Heflin, F., K. Subramanyam, and Y. Zhang. 2003. “Regulation FD and the Financial Information Environment: Early Evidence.” The Accounting Review 78 (1):1–37. doi:10.2308/accr.2003.78.1.1
   Web of Science ®Google Scholar
• Hilary, G., and L. Menzly. 2006. “Does past Success Lead Analysts to Become Overconfident?” Management Science 52 (4):489–500. doi:10.1287/mnsc.1050.0485
   Web of Science ®Google Scholar
• Hong, H., and J. Kubik. 2003. “Analyzing the Analysts: Career Concerns and Biased Forecasts.” The Journal of Finance 58 (1):313–51. doi:10.1111/1540-6261.00526
   Web of Science ®Google Scholar
• Hong, H.,. T. Lim, and J. Stein. 2000. “Bad News Travels Slowly: Size, Analyst Coverage, and the Profitability of Momentum Strategies.” The Journal of Finance 55 (1):265–95. doi:10.1111/0022-1082.00206
   Web of Science ®Google Scholar
• Irvine, P. 2003. “Incremental Impact of Analyst Initiation of Coverage.” Journal of Corporate Finance 9 (4):431–51. doi:10.1016/S0929-1199(02)00053-6
   Web of Science ®Google Scholar
• Irvine, P., and T. Liu. 2016. “Is It Time to Trust Your Analyst Again?.” Working Paper, Texas Christian University.
   Google Scholar
• Jegadeesh, N., and W. Kim. 2010. “Do Analysts Herd? An Analysis of Recommendations and Market Reactions.” Review of Financial Studies 23 (2):901–37. doi:10.1093/rfs/hhp093
   Web of Science ®Google Scholar
• Jegadeesh, N., J. Kim, S. Krische, and C. Lee. 2004. “Analyzing the Analysts: When Do Recommendations Add Value?” The Journal of Finance 59 (3):1083–124. doi:10.1111/j.1540-6261.2004.00657.x
   Web of Science ®Google Scholar
• Jegadeesh, N., and S. Titman. 1993. “Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency.” The Journal of Finance 48 (1):65–91. doi:10.1111/j.1540-6261.1993.tb04702.x
   Web of Science ®Google Scholar
• Jordan, B., M. Liu, and Q. Wu. 2012. “Do Investment Banks Listen to Their Own Analysts?” Journal of Banking & Finance 36 (5):1452–63. doi:10.1016/j.jbankfin.2011.12.010
   Web of Science ®Google Scholar
• Judd, K. 1992. “Projection Methods for Solving Aggregate Growth Models.” Journal of Economic Theory 58 (2):410–52. doi:10.1016/0022-0531(92)90061-L
   Web of Science ®Google Scholar
• Kadan, C., L. Madureria, R. Wang, and T. Zach. 2009. “Conflicts of Interest and Stock Recommendations: The Effects of the Global Settlement and Related Regulations.” Review of Financial Studies 22:4189–217.
   Google Scholar
• Kahneman, D. 2011. Thinking Fast and Slow. New York: Farrar, Stauss and Giroux.
   Google Scholar
• Kahneman, D., and A. Tversky. 1979. “Prospect Theory: An Analysis of Decisions under Risk.” Econometrica 47 (2):263–91. doi:10.2307/1914185
   Web of Science ®Google Scholar
• KecsKés, A., R. Michaely, and K. Womack. 2017. “Do Earnings Estimates Add Value to Sell-Side Analysts' Investment Recommendations?” Management Science 63 (6 :1855–2048. doi:10.1287/mnsc.2015.2385
   Web of Science ®Google Scholar
• Kim, Y., and M. Song. 2015. “Management Earnings Forecasts and Value of Analyst Forecast Revisions.” Management Science 61 (7):1663–83. doi:10.1287/mnsc.2014.1920
   Web of Science ®Google Scholar
• Kwiatkowski, D., P. Phillips, P. Schmidt, and Y. Shin. 1992. “Testing the Null Hypothesis of Stationarity against the Alternative of a Unit Root: How Sure Are we That Economic Time Series Have a Unit Root?” Journal of Econometrics 54 (1–3):159–78. doi:10.1016/0304-4076(92)90104-Y
   Web of Science ®Google Scholar
• La Porta, R. 1996. “Expectations and the Cross-Section of Stock Returns.” The Journal of Finance 51 (5):1715–42. doi:10.1111/j.1540-6261.1996.tb05223.x
   Web of Science ®Google Scholar
• Lakonishok, J., A. Shleifer, and R. Vishny. 1994. “Contrarian Investment, Extrapolation, and Risk.” The Journal of Finance 49 (5):1541–78. doi:10.1111/j.1540-6261.1994.tb04772.x
   Web of Science ®Google Scholar
• Lee, H., H. Sharma, and K. Cai. 2011. “Are Stocks Dumped or Neglected by Analysts' Inferior Investments to Covered Stocks?” Journal of Business Research 64 (5):501–7. doi:10.1016/j.jbusres.2010.04.005
   Web of Science ®Google Scholar
• Lesmond, D., M. Schill, and C. Zhou. 2004. “The Illusory Nature of Momentum Profits.” Journal of Financial Economics 71 (2):349–80. doi:10.1016/S0304-405X(03)00206-X
   Web of Science ®Google Scholar
• Ljungqvist, A., C. Malloy, and F. Marston. 2009. “Rewriting History.” The Journal of Finance 64 (4):1935–60. doi:10.1111/j.1540-6261.2009.01484.x
   Web of Science ®Google Scholar
• Loh, R. 2010. “Investor Inattention and the Underreaction to Stock Recommendations.” Financial Management 39 (3):1223–52. doi:10.1111/j.1755-053X.2010.01110.x
   Web of Science ®Google Scholar
• Loh, R., and G. Mian. 2006. “Do Accurate Earnings Forecasts Facilitate Superior Investment Recommendations?” Journal of Financial Economics 80 (2):455–83. doi:10.1016/j.jfineco.2005.03.009
   Web of Science ®Google Scholar
• Loh, R., and R. Stulz. 2011. “When Are Analyst Recommendation Changes Influential?” Review of Financial Studies 24 (2):593–627. doi:10.1093/rfs/hhq094
   Web of Science ®Google Scholar
• Louis, H., A. Sun, and O. Urcan. 2013. “Do Analysts Sacrifice Forecast Accuracy for Informativeness?” Management Science 59 (7):1688–708. doi:10.1287/mnsc.1120.1675
   Web of Science ®Google Scholar
• McNichols, M., and P. O’Brien. 1997. “Self-Selection and Analyst Coverage.” Journal of Accounting Research 35:167–99. doi:10.2307/2491460
   Web of Science ®Google Scholar
• Mohanram, P., and S. Sunder. 2006. “How Has Regulation FD Affected the Operations of Financial Analysts?” Contemporary Accounting Research 23 (2):491–525. doi:10.1506/7H81-8J8X-C6RT-UVJP
   Web of Science ®Google Scholar
• Park, J., P. Konana, B. Gu, A. Kumar, and R. Raghunathan. 2013. “Information Valuation and Confirmation Bias in Virtual Communities: Evidence from Stock Message Boards.” Information Systems Research 24 (4):1050–67. doi:10.1287/isre.2013.0492
   Web of Science ®Google Scholar
• Peng, W., L. Yinghong, Y. Fang, Y. Wu, and Q. Li. 2019. “Radar Chart for Estimation Performance Evaluation.” IEEE Access 7:113880–7. doi:10.1109/ACCESS.2019.2933659
   Web of Science ®Google Scholar
• Piotroski, J. 2000. “Value Investing: The Use of Historical Financial Statement Information to Separate Winners from Losers.” Journal of Accounting Research 38:1–42. doi:10.2307/2672906
   Web of Science ®Google Scholar
• Pompian, M. 2012. Behavioral Finance and Wealth Management: How to Build Optimal Portfolios That Account for Investor Biases, Vol. 667. New York: Wiley.
   Google Scholar
• Rosenberg, B., K. Reid, and R. Lanstein. 1985. “Persuasive Evidence of Market Inefficiency.” Journal of Portfolio Management 11:9–17.
   Google Scholar
• Scheier, M., and C. Carver. 1985. “Optimism, Coping, and Health: Assessment and Implications of Generalized Outcome Expectancies.” Health Psychology: Official Journal of the Division of Health Psychology, American Psychological Association 4 (3):219–47. doi:10.1037/0278-6133.4.3.219
   PubMed Web of Science ®Google Scholar
• Schwind, C., J. Buder, U. Cress, and F. Hesse. 2012. “Preference-Inconsistent Recommendations: An Effective Approach for Reducing Confirmation Bias and Stimulating Divergent Thinking?” Computers & Education 58 (2):787–96. doi:10.1016/j.compedu.2011.10.003
   Web of Science ®Google Scholar
• So, E. 2013. “A New Approach to Predicting Analyst Forecast Errors: Do Investors Overweight Analyst Forecasts?” Journal of Financial Economics 108 (3):615–40. doi:10.1016/j.jfineco.2013.02.002
   Web of Science ®Google Scholar
• Soltes, E. 2014. “Private Interaction between Firm Management and Sell-Side Analysts.” Journal of Accounting Research 52 (1):245–72. doi:10.1111/1475-679X.12037
   Web of Science ®Google Scholar
• Stickel, S. 1990. “Predicting Individual Analyst Earnings Forecasts.” Journal of Accounting Research 28 (2):409–17. doi:10.2307/2491158
   Web of Science ®Google Scholar
• Stickel, S. 1995. “The Anatomy of the Performance of Buy and Sell Recommendations.” Financial Analysts Journal 51 (5):25–39. doi:10.2469/faj.v51.n5.1933
   Google Scholar
• Titman, S., J. Wei, and F. Xie. 2004. “Capital Investments and Stock Returns.” Journal of Financial and Quantitative Analysis 39 (4):677–700. doi:10.1017/S0022109000003173
   Web of Science ®Google Scholar
• Verardo, M. 2009. “Heterogeneous Beliefs and Momentum Profits.” Journal of Financial and Quantitative Analysis 44 (4):795–822. doi:10.1017/S0022109009990214
   Web of Science ®Google Scholar
• Vessey, I. 1991. “Cognitive Fit: A Theory-Based Analysis of the Graphs versus Tables Literature.” Decision Sciences 22 (2):219–40. doi:10.1111/j.1540-5915.1991.tb00344.x
   Web of Science ®Google Scholar
• Womack, K. 1996. “Do Brokerage Analysts' Recommendations Have Investment Value?” The Journal of Finance 51 (1):137–67. doi:10.1111/j.1540-6261.1996.tb05205.x
   Web of Science ®Google Scholar
• Zhang, X. 2006. “Information Uncertainty and Stock Returns.” The Journal of Finance 61 (1):105–36. doi:10.1111/j.1540-6261.2006.00831.x
   Web of Science ®Google Scholar