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How does analysts' forecast quality relate to corporate investment efficiency?

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  • Chen, Tao
  • Xie, Lingmin
  • Zhang, Yuanyuan

Abstract

We examine the impact of financial analysts on the efficiency of firms' investment decisions. We use the accuracy and dispersion of financial analysts' earnings forecasts as proxies of analyst expertise and quality in making forecasts. We find that high quality forecast is associated with higher investment if the firm is more likely to under-invest and lower investment if the firm is more likely to over-invest, suggesting that forecast quality increases firm-level investment efficiency. We further show that such effects are stronger for the firms with higher information asymmetry and lower institutional stock ownership. The results are consistent with the notion that higher quality of analyst forecasts increases the information environment and external monitoring, which in turn increases investment efficiency.

Suggested Citation

  • Chen, Tao & Xie, Lingmin & Zhang, Yuanyuan, 2017. "How does analysts' forecast quality relate to corporate investment efficiency?," Journal of Corporate Finance, Elsevier, vol. 43(C), pages 217-240.
    • Handle: RePEc:eee:corfin:v:43:y:2017:i:c:p:217-240
    DOI: 10.1016/j.jcorpfin.2016.12.010
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    as
    1. Francis, Jennifer & LaFond, Ryan & Olsson, Per & Schipper, Katherine, 2005. "The market pricing of accruals quality," Journal of Accounting and Economics, Elsevier, vol. 39(2), pages 295-327, June.
    2. O'brien, Patricia C., 1988. "Analysts' forecasts as earnings expectations," Journal of Accounting and Economics, Elsevier, vol. 10(1), pages 53-83, January.
    3. Yu, Minna, 2010. "Analyst forecast properties, analyst following and governance disclosures: A global perspective," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 19(1), pages 1-15.
    4. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    5. Malcolm Baker & Jeremy C. Stein & Jeffrey Wurgler, 2003. "When Does the Market Matter? Stock Prices and the Investment of Equity-Dependent Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 969-1005.
    6. Gregory S. Miller, 2006. "The Press as a Watchdog for Accounting Fraud," Journal of Accounting Research, Wiley Blackwell, vol. 44(5), pages 1001-1033, December.
    7. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    8. Karl B. Diether & Christopher J. Malloy & Anna Scherbina, 2002. "Differences of Opinion and the Cross Section of Stock Returns," Journal of Finance, American Finance Association, vol. 57(5), pages 2113-2141, October.
    9. Anup Agrawal & Sahiba Chadha & Mark A. 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, University of Chicago Press, vol. 79(6), pages 2811-2834, November.
    10. Biddle, Gary C. & Hilary, Gilles & Verdi, Rodrigo S., 2009. "How does financial reporting quality relate to investment efficiency?," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 112-131, December.
    11. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    12. Gomes, Armando & Gorton, Gary & Madureira, Leonardo, 2007. "SEC Regulation Fair Disclosure, information, and the cost of capital," Journal of Corporate Finance, Elsevier, vol. 13(2-3), pages 300-334, June.
    13. Hazarika, Sonali & Karpoff, Jonathan M. & Nahata, Rajarishi, 2012. "Internal corporate governance, CEO turnover, and earnings management," Journal of Financial Economics, Elsevier, vol. 104(1), pages 44-69.
    14. Lucian Bebchuk & Alma Cohen & Allen Ferrell, 2009. "What Matters in Corporate Governance?," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 783-827, February.
    15. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    16. Larcker, David F. & Rusticus, Tjomme O., 2010. "On the use of instrumental variables in accounting research," Journal of Accounting and Economics, Elsevier, vol. 49(3), pages 186-205, April.
    17. Bartov, Eli & Givoly, Dan & Hayn, Carla, 2002. "The rewards to meeting or beating earnings expectations," Journal of Accounting and Economics, Elsevier, vol. 33(2), pages 173-204, June.
    18. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    19. Chen, Tao & Harford, Jarrad & Lin, Chen, 2015. "Do analysts matter for governance? Evidence from natural experiments," Journal of Financial Economics, Elsevier, vol. 115(2), pages 383-410.
    20. Li, Kevin K. & You, Haifeng, 2015. "What is the value of sell-side analysts? Evidence from coverage initiations and terminations," Journal of Accounting and Economics, Elsevier, vol. 60(2), pages 141-160.
    21. Andrew R. Jackson, 2005. "Trade Generation, Reputation, and Sell‐Side Analysts," Journal of Finance, American Finance Association, vol. 60(2), pages 673-717, April.
    22. Gauri Bhat & Ole‐Kristian Hope & Tony Kang, 2006. "Does corporate governance transparency affect the accuracy of analyst forecasts?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 46(5), pages 715-732, December.
    23. Aggarwal, Rajesh K. & Samwick, Andrew A., 2006. "Empire-builders and shirkers: Investment, firm performance, and managerial incentives," Journal of Corporate Finance, Elsevier, vol. 12(3), pages 489-515, June.
    24. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    25. Güntay, Levent & Hackbarth, Dirk, 2010. "Corporate bond credit spreads and forecast dispersion," Journal of Banking & Finance, Elsevier, vol. 34(10), pages 2328-2345, October.
    26. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    27. Kim, E. Han & Lu, Yao, 2011. "CEO ownership, external governance, and risk-taking," Journal of Financial Economics, Elsevier, vol. 102(2), pages 272-292.
    28. Fama, Eugene F. & French, Kenneth R., 1997. "Industry costs of equity," Journal of Financial Economics, Elsevier, vol. 43(2), pages 153-193, February.
    29. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    30. Blanchard, Olivier Jean & Lopez-de-Silanes, Florencio & Shleifer, Andrei, 1994. "What do firms do with cash windfalls?," Journal of Financial Economics, Elsevier, vol. 36(3), pages 337-360, December.
    31. Bryan Kelly & Alexander Ljungqvist, 2012. "Testing Asymmetric-Information Asset Pricing Models," The Review of Financial Studies, Society for Financial Studies, vol. 25(5), pages 1366-1413.
    32. Alexander Dyck & Adair Morse & Luigi Zingales, 2010. "Who Blows the Whistle on Corporate Fraud?," Journal of Finance, American Finance Association, vol. 65(6), pages 2213-2253, December.
    33. Chen, Ruiyuan & El Ghoul, Sadok & Guedhami, Omrane & Wang, He, 2017. "Do state and foreign ownership affect investment efficiency? Evidence from privatizations," Journal of Corporate Finance, Elsevier, vol. 42(C), pages 408-421.
    34. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    35. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    36. Aivazian, Varouj A. & Ge, Ying & Qiu, Jiaping, 2005. "The impact of leverage on firm investment: Canadian evidence," Journal of Corporate Finance, Elsevier, vol. 11(1-2), pages 277-291, March.
    37. Bengt Holmström, 1999. "Managerial Incentive Problems: A Dynamic Perspective," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(1), pages 169-182.
    38. Gintschel, Andreas & Markov, Stanimir, 2004. "The effectiveness of Regulation FD," Journal of Accounting and Economics, Elsevier, vol. 37(3), pages 293-314, September.
    39. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    40. repec:bla:jfinan:v:59:y:2004:i:4:p:1553-1583 is not listed on IDEAS
    41. Irani, Rustom M. & Oesch, David, 2016. "Analyst Coverage and Real Earnings Management: Quasi-Experimental Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(2), pages 589-627, April.
    42. Bhagat, Sanjai & Bolton, Brian, 2008. "Corporate governance and firm performance," Journal of Corporate Finance, Elsevier, vol. 14(3), pages 257-273, June.
    43. Hartzell, Jay C. & Sun, Libo & Titman, Sheridan, 2014. "Institutional investors as monitors of corporate diversification decisions: Evidence from real estate investment trusts," Journal of Corporate Finance, Elsevier, vol. 25(C), pages 61-72.
    44. García Lara, Juan Manuel & García Osma, Beatriz & Penalva, Fernando, 2016. "Accounting conservatism and firm investment efficiency," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 221-238.
    45. He, Jie (Jack) & Tian, Xuan, 2013. "The dark side of analyst coverage: The case of innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 856-878.
    46. Yu, Fang (Frank), 2008. "Analyst coverage and earnings management," Journal of Financial Economics, Elsevier, vol. 88(2), pages 245-271, May.
    47. Byard, Donal & Li, Ying & Weintrop, Joseph, 2006. "Corporate governance and the quality of financial analysts' information," Journal of Accounting and Public Policy, Elsevier, vol. 25(5), pages 609-625.
    48. John C. Easterwood & Stacey R. Nutt, 1999. "Inefficiency in Analysts' Earnings Forecasts: Systematic Misreaction or Systematic Optimism?," Journal of Finance, American Finance Association, vol. 54(5), pages 1777-1797, October.
    49. Jian, Ming & Lee, Kin Wai, 2011. "Does CEO reputation matter for capital investments?," Journal of Corporate Finance, Elsevier, vol. 17(4), pages 929-946, September.
    50. Irani, Rustom M. & Oesch, David, 2013. "Monitoring and corporate disclosure: Evidence from a natural experiment," Journal of Financial Economics, Elsevier, vol. 109(2), pages 398-418.
    51. Bengt Holmstrom, 1999. "Managerial Incentive Problems: A Dynamic Perspective," NBER Working Papers 6875, National Bureau of Economic Research, Inc.
    52. Cheng, Mei & Dhaliwal, Dan & Zhang, Yuan, 2013. "Does investment efficiency improve after the disclosure of material weaknesses in internal control over financial reporting?," Journal of Accounting and Economics, Elsevier, vol. 56(1), pages 1-18.
    53. Robert M. Bowen & Xia Chen & Qiang Cheng, 2008. "Analyst Coverage and the Cost of Raising Equity Capital: Evidence from Underpricing of Seasoned Equity Offerings," Contemporary Accounting Research, John Wiley & Sons, vol. 25(3), pages 657-700, September.
    54. Allen, Arthur & Francis, Bill B. & Wu, Qiang & Zhao, Yijiang, 2016. "Analyst coverage and corporate tax aggressiveness," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 84-98.
    55. Loh, Roger K. & Mian, G. Mujtaba, 2006. "Do accurate earnings forecasts facilitate superior investment recommendations?," Journal of Financial Economics, Elsevier, vol. 80(2), pages 455-483, May.
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    More about this item

    Keywords

    Investment efficiency; Over-investment; Under-investment; analysts' forecast quality;
    All these keywords.

    JEL classification:

    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies

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