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Articles

To Herd or Not to Herd: Do Intangible Assets Affect the Behavior of Financial Analyst Recommendations?

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References

  • Aharoni, G., E. Einhorn, and Q. Zeng. 2017. “Under Weighting of Private Information by Top Analysts.” Journal of Accounting Research 55 (3):551–90. doi:10.1111/1475-679X.12152
  • Ahmed, A., K. Nainar, and F. Zhang. 2006. “Further Evidence on Analyst and Investor Misweighting of Prior Period Cash Flows and Accruals.” The International Journal of Accounting 41 (1):51–74. doi:10.1016/j.intacc.2005.12.006
  • Anctil, R. M., J. Dickhaut, C. Kanodia, and B. Shapiro. 2004. “Information Transparency and Coordination Failure: Theory and Experiment.” Journal of Accounting Research 42 (2):159–95. doi:10.1111/j.1475-679X.2004.00134.x
  • André, P., D. Dionysiou, and I. Tsalavoutas. 2018. “Mandated Disclosures under IAS 36 Impairment of Assets and IAS 38 Intangible Assets: Value Relevance and Impact on Analysts Forecasts.” Applied Economics 50 (7):707–25. doi:10.1080/00036846.2017.1340570
  • Aon/Ponemon Institute. 2019. 2019 Intangible Assets Financial Statement Impact Comparison Report Global Edition. https://www.aon.com/getmedia/60fbb49a-c7a5-4027-ba98-0553b29dc89f/Ponemon-Report-V24.aspx
  • Arora, A., M. Ceccagnoli, and W. M. Cohen. 2008. “R&D and the Patent Premium.” International Journal of Industrial Organization 26 (5):1153–79. doi:10.1016/j.ijindorg.2007.11.004
  • Asch, S. 1952. Social Psychology. Englewood Cliffs, NJ: Prentice Hall.
  • Banker, R. D., R. Huang, R. Natarajan, and S. Zhao. 2019. “Market Valuation of Intangible Asset: Evidence on SG&a Expenditure.” The Accounting Review 94 (6):61–90. doi:10.2308/accr-52468
  • Barber, B. M., and T. Odean. 2008. “All That Glitters: The Effect of Attention and News on the Buying Behavior of Individual and Institutional Investors.” Review of Financial Studies 21 (2):785–818. doi:10.1093/rfs/hhm079
  • Barber, B., T. Odean, and N. Zhu. 2009. “Do Retail Trades Move Markets?” Review of Financial Studies 22 (1):151–86. doi:10.1093/rfs/hhn035
  • Barron, O. E., M. H. Stanford, and Y. Yu. 2009. “Further Evidence on the Relation between Analysts’ Forecast Dispersion and Stock Returns.” Contemporary Accounting Research 26 (2):329–57. doi:10.1506/car.26.2.1
  • Barth, M. E., and R. Kasznik. 1999. “Share Repurchases and Intangible Assets.” Journal of Accounting and Economics 28 (2):211–41. doi:10.1016/S0165-4101(99)00020-8
  • Barth, M. E., R. Kasznik, and M. F. McNichols. 2001. “Analyst Coverage and Intangible Assets.” Journal of Accounting Research 39 (1):1–34. doi:10.1111/1475-679X.00001
  • Bena, J., M. A. Ferreira, P. Matos, and P. Pires. 2017. “Are Foreign Investors Locusts? The Long-Term Effects of Foreign Institutional Ownership.” Journal of Financial Economics 126 (1):122–46. doi:10.1016/j.jfineco.2017.07.005
  • Boyson, N. M. 2010. “Implicit Incentives and Reputational Herding by Hedge Fund Managers.” Journal of Empirical Finance 17 (3):283–99. doi:10.1016/j.jempfin.2009.10.005
  • Chen, J., Z. Zhu, and H. Y. Xie. 2004. “Measuring Intellectual Capital: A New Model and Empirical Study.” Journal of Intellectual Capital 5 (1):195–212. doi:10.1108/14691930410513003
  • Chen, M. C., S. J. Cheng, and Y. Hwang. 2005. “An Empirical Investigation of the Relationship between Intellectual Capital and Firms’ Market Value and Financial Performance.” Journal of Intellectual Capital 6 (2):159–76. doi:10.1108/14691930510592771
  • Chen, Q., and W. Jiang. 2006. “Analysts’ Weighting of Private and Public Information.” Review of Financial Studies 19 (1):319–55. doi:10.1093/rfs/hhj007
  • Chevalier, J., and G. Ellison. 1999. “Career Concerns of Mutual Fund Managers.” The Quarterly Journal of Economics 114 (2):389–432. doi:10.1162/003355399556034
  • Chong, T., X. Liu, and C. Zhu. 2017. “What Explains Her Behavior in the Chinese Stock Market?” Journal of Behavioral Finance 18 (4):448–56. doi:10.1080/15427560.2017.1365365
  • Clarke, J., and A. Subramanian. 2006. “Dynamic Forecasting Behavior by Analysts: Theory and Evidence.” Journal of Financial Economics 80 (1):81–113. doi:10.1016/j.jfineco.2005.03.008
  • Clement, M. B. 1999. “Analyst Forecast Accuracy: Do Ability, Resources, and Portfolio Complexity Matter?” Journal of Accounting and Economics 27 (3):285–303. doi:10.1016/S0165-4101(99)00013-0
  • Clement, M. B., and S. Y. Tse. 2003. “Do Investors Respond to Analysts’ Forecast Revisions as If Forecast Accuracy is All That Matters.” The Accounting Review 78 (1):227–49. doi:10.2308/accr.2003.78.1.227
  • Clement, M. B., and S. Y. Tse. 2005. “Financial Analyst Characteristics and Herding Behavior in Forecasting.” The Journal of Finance 60 (1):307–41. doi:10.1111/j.1540-6261.2005.00731.x
  • Cohen, L., K. Diether, and C. Malloy. 2013. “Misvaluing Innovation.” Review of Financial Studies 26 (3):635–66. doi:10.1093/rfs/hhs183
  • Corrado, C., C. Hulten, and D. Sichel. 2005. “Measuring Capital and Technology: An Expanded Framework.” In Measuring Capital in the New Economy, edited by C. Corrado, H. Haltiwanger, and D. Sichel, 11–45. Chicago: The University of Chicago Press.
  • DeBondt, W. F. M. 1993. “Betting on Trends: Intuitive Forecasts of Financial Risk and Return.” International Journal of Forecasting 9:355–71.
  • DeBondt, W. F. M., and W. P. Forbes. 1999. “Herding in Analyst Earnings Forecasts: Evidence from United Kingdom.” European Financial Management 5:143–63.
  • Demmou, L., I. Stefanescu, and A. Arquié. 2019. “Productivity Growth and Finance: The Role of Intangible Assets – a Sector Level Analysis.” OECD Economics Department Working Papers 1547:1–48.
  • Deng, Z., B. Lev, and F. Narin. 1999. “Science and Technology as Predictors of Stock Performance.” Financial Analysts Journal 55 (3):20–32. doi:10.2469/faj.v55.n3.2269
  • Frankel, R., and C. M. C. Lee. 1998. “Accounting Valuation, Market Expectation, and Cross-Sectional Stock Returns.” Journal of Accounting and Economics 25 (3):283–319. doi:10.1016/S0165-4101(98)00026-3
  • Frederickson, J. R., and J. S. Miller. 2004. “The Effects of Pro Forma Earnings Disclosures on Analysts’ and Nonprofessional Investors’ Equity Valuation Judgments.” The Accounting Review 79 (3):667–86. doi:10.2308/accr.2004.79.3.667
  • Froot, K. A., D. S. Scharfstein, and J. C. Stein. 1992. “Herd on the Street: Informational Inefficiencies in a Market with Short-Term Speculation.” The Journal of Finance 47 (4):1461–84. doi:10.1111/j.1540-6261.1992.tb04665.x
  • Givoly, D., and J. Lakonishok. 1979. “The Information Content of Financial Analysts’ Forecasts of Earnings: Some Evidence on Semi-Strong Inefficiency.” Journal of Accounting and Economics 1 (3):165–85. doi:10.1016/0165-4101(79)90006-5
  • Graham, J. 1999. “Herding among Investment Newsletters: Theory and Evidence.” The Journal of Finance 54 (1):237–68. doi:10.1111/0022-1082.00103
  • Griliches, Z. 1990. “Patent Statistics as Economic Indicators: A Survey.” Journal of Economic Literature 28:1661–707.
  • Hirshleifer, D., P. H. Hsu, and D. Li. 2018. “Innovative Originality, Profitability, and Stock Returns.” The Review of Financial Studies 31 (7):2553–605. doi:10.1093/rfs/hhx101
  • Hirshleifer, D., and S. H. Teoh. 2003. “Herd Behaviour and Cascading in Capital Markets: A Review and Synthesis.” European Financial Management 9 (1):25–66. doi:10.1111/1468-036X.00207
  • Hollie, D., P. B. Shane, and Q. Zhao. 2017. “The Role of Financial Analysts in Stock Market Efficiency with Respect to Annual Earnings and Its Cash and Accrual Components.” Accounting & Finance 57 (1):199–237. doi:10.1111/acfi.12138
  • Hong, H., and J. D. Kubik. 2003. “Analyzing the Analysts: Career Concerns and Biased Earnings Forecasts.” The Journal of Finance 58 (1):313–51. doi:10.1111/1540-6261.00526
  • Hong, H., J. Kubik, and D. Solomon. 2000. “Security Analysts Career Concerns and Herding of Earnings Forecasts.” The Rand Journal of Economics 31 (1):121–44. doi:10.2307/2601032
  • Hope, O.-K. 2003. “Accounting Policy Disclosures and Analysts’ Forecasts.” Contemporary Accounting Research 20 (2):295–321. doi:10.1506/LA87-D1NF-BF06-FW1B
  • 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
  • Jensen, M. C. 1986. “Agency Costs of Free Cash Flow, Corporate Finance and Takeovers.” American Economic Review 76:323–9.
  • Johnson, T. C. 2004. “Forecast Dispersion and the Cross Section of Expected Returns.” The Journal of Finance 59 (5):1957–78. doi:10.1111/j.1540-6261.2004.00688.x
  • Kim, C., and C. Pantzalis. 2003. “Global/Industrial Diversification and Analyst Herding.” Financial Analysts Journal 59 (2):69–79. doi:10.2469/faj.v59.n2.2515
  • Kim, Y., G. J. Lobo, and M. Song. 2011. “Analyst Characteristics, Timing of Forecast Revisions, and Analyst Forecasting Ability.” Journal of Banking & Finance 35 (8):2158–68. doi:10.1016/j.jbankfin.2011.01.006
  • Lee, J., and J. Lee. 2015. “Analyst Herding Behavior and Analyst Affiliation: Evidence from Business Groups.” Journal of Behavioral Finance 16 (4):373–86. doi:10.1080/15427560.2015.1098640
  • Lerner, J. 1994. “The Importance of Patent Scope: An Empirical Analysis.” The RAND Journal of Economics 25 (2):319–33. doi:10.2307/2555833
  • Lev, B. 2001. Intangibles: Management, Measurement and Reporting. Washington, DC: Brookings Institution Press.
  • Lev, B. 2018. “The Deteriorating Usefulness of Financial Report Information and How to Reverse It.” Accounting and Business Research 48 (5):465–93. doi:10.1080/00014788.2018.1470138
  • Li, E. X. N., Liu, L. X. L. and C. Xue. 2014. “Intangible Assets and Cross-sectional Stock Returns: Evidence from Structural Estimation.” SSRN Working paper.
  • Maug, E., and N. Naik. 2011. “Herding and Delegated Portfolio Management: The Impact of Relative Performance Evaluation on Asset Allocation.” Quarterly Journal of Finance 01 (02):265–92. doi:10.1142/S2010139211000092
  • Nazari, J. A., and I. M. Herremans. 2007. “Extended VAIC Model: Measuring Intellectual Capital Components.” Journal of Intellectual Capital 8 (4):595–609. doi:10.1108/14691930710830774
  • Nofsinger, J. R., and R. W. Sias. 1999. “Herding and Feedback Trading by Institutional and Individual Investors.” The Journal of Finance 54 (6):2263–95. doi:10.1111/0022-1082.00188
  • Nolte, I., S. Nolte, and M. Vasios. 2014. “Sell-Side Analysts’ Career Concerns during Banking Stresses.” Journal of Banking & Finance 49:424–41. doi:10.1016/j.jbankfin.2014.03.010
  • Odean, T. 1998. “Volume, Volatility, Price and Profit When All Traders Are above Average.” The Journal of Finance 53 (6):1887–934. doi:10.1111/0022-1082.00078
  • Olsen, R. A. 1996. “Implications of Herding Behavior for Earnings Estimation, Risk Assessment, and Stock Returns.” Financial Analysts Journal 52 (4):37–41. doi:10.2469/faj.v52.n4.2009
  • Pownall, G., and K. Schipper. 1999. “Implications of Accounting Research for the SEC’s Consideration of International Accounting Standards for U.S. Securities Offerings.” Accounting Horizons 13 (3):259–80. doi:10.2308/acch.1999.13.3.259
  • Roider, A., and A. Voskort. 2016. “Reputational Herding in Financial Markets: A Laboratory Experiment.” Journal of Behavioral Finance 17 (3):244–66. doi:10.1080/15427560.2016.1203322
  • Roll, R. 1992. “A Mean/Variance Analysis of Tracking Error.” The Journal of Portfolio Management 18 (4):13–22. doi:10.3905/jpm.1992.701922
  • Scharfstein, D. S., and J. C. Stein. 1990. “Herd Behavior and Investment.” American Economic Review 80:465–79.
  • Shefrin, H., and M. Statman. 1985. “The Disposition to Sell Winners Too Early and Rider Losers Too Long: Theory and Evidence.” The Journal of Finance 40 (3):777–90. doi:10.1111/j.1540-6261.1985.tb05002.x
  • Shiller, R. J., S. Fischer, and B. M. Friedman. 1984. “Stock Prices and Social Dynamics.” Brookings Papers on Economic Activity 1984 (2):457–510. doi:10.2307/2534436
  • Sias, R. W. 2004. “Institutional Herding.” Review of Financial Studies 17 (1):165–206. doi:10.1093/rfs/hhg035
  • Spyrou, S. 2013. “Herding in Financial Markets: A Review of the Literature.” Review of Behavioural Finance 5 (2):175–94. doi:10.1108/RBF-02-2013-0009
  • Stolowy, H., and A. Jeny-Cazavan. 2001. “International Accounting Disharmony: The Case of Intangibles.” Accounting, Auditing & Accountability Journal 14 (4):477–96. doi:10.1108/09513570110403470
  • Trueman, B. 1990. “On the Incentives for Security Analysts to Revise Their Earnings Forecasts.” Contemporary Accounting Research 7 (1):203–22. doi:10.1111/j.1911-3846.1990.tb00810.x
  • Trueman, B. 1994. “Analyst Forecasts and Herding Behavior.” Review of Financial Studies 7 (1):97–124. doi:10.1093/rfs/7.1.97
  • Villalonga, B. 2004. “Intangible Resources, Tobin’s q, and Sustainability of Performance Differences.” Journal of Economic Behavior & Organization 54 (2):205–30. doi:10.1016/j.jebo.2003.07.001
  • Welch, I. 2000. “Herding among Security Analysts.” Journal of Financial Economics 58 (3):369–96. doi:10.1016/S0304-405X(00)00076-3
  • Wermers, R. 1999. “Mutual Fund Herding and the Impact on Stock Prices.” The Journal of Finance 54 (2):581–622. doi:10.1111/0022-1082.00118
  • Xue, H. 2017. “Independent and Affiliated Analysts: Disciplining and Herding.” The Accounting Review 92 (4):243–67. doi:10.2308/accr-51631
  • Youssef, M., and T. H. Rajhi. 2010. “Does Herding Behavior Affect Analysts’ Earnings Forecasts? A Study of French Listed Firms.” International Journal of Economics and Finance 2 (2):125–36. doi:10.5539/ijef.v2n2p125
  • Zhang, X. F. 2006. “Information Uncertainty and Analyst Forecast Behavior.” Contemporary Accounting Research 23 (2):565–90. doi:10.1506/92CB-P8G9-2A31-PV0R

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