IDEAS home Printed from https://ideas.repec.org/a/kap/rqfnac/v46y2016i3d10.1007_s11156-014-0477-x.html
   My bibliography  Save this article

Changes in analyst following for less covered firms accompanying Regulation Fair Disclosure: the roles of ability and industry experience

Author

Listed:
  • Hueiling Chen

    (National Taiwan Normal University)

  • Cheng-Tsu Huang

    (Ministry of Science and Technology)

  • Hsiou-Wei W. Lin

    (National Taiwan University)

Abstract

We examine how Regulation Fair Disclosure (Reg FD) affects the decisions of analysts with various levels of ability and industry experience to add or drop less covered firms (LCFs), which are followed by only a few analysts. We use the analysts who continue to follow the same LCFs after Reg FD was implemented as a comparison group to explore the differences in the forecast properties of analysts who add LCFs and those who drop LCFs. We find that, after the implementation of Reg FD, analysts with greater ability or more industry experience are more likely to follow an LCF, and analysts with less ability are more likely to drop coverage of an LCF. In addition, we propose that analysts who add LCFs provide more accurate forecasts and are more likely to issue long-term forecasts. Moreover, compared with analysts who continue to cover the same LCFs, the analysts who drop coverage of LCFs issue more optimistic forecasts for LCFs in the pre-Reg FD period.

Suggested Citation

  • Hueiling Chen & Cheng-Tsu Huang & Hsiou-Wei W. Lin, 2016. "Changes in analyst following for less covered firms accompanying Regulation Fair Disclosure: the roles of ability and industry experience," Review of Quantitative Finance and Accounting, Springer, vol. 46(3), pages 519-541, April.
    • Handle: RePEc:kap:rqfnac:v:46:y:2016:i:3:d:10.1007_s11156-014-0477-x
    DOI: 10.1007/s11156-014-0477-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11156-014-0477-x
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11156-014-0477-x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Francis, Jennifer & Nanda, Dhananjay & Wang, Xin, 2006. "Re-examining the effects of regulation fair disclosure using foreign listed firms to control for concurrent shocks," Journal of Accounting and Economics, Elsevier, vol. 41(3), pages 271-292, September.
    2. 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.
    3. Boris Groysberg & Paul M. Healy & David A. Maber, 2011. "What Drives Sell‐Side Analyst Compensation at High‐Status Investment Banks?," Journal of Accounting Research, Wiley Blackwell, vol. 49(4), pages 969-1000, September.
    4. Warren Bailey & Haitao Li & Connie X. Mao & Rui Zhong, 2003. "Regulation Fair Disclosure and Earnings Information: Market, Analyst, and Corporate Responses," Journal of Finance, American Finance Association, vol. 58(6), pages 2487-2514, December.
    5. 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.
    6. Obrien, Pc & Bhushan, R, 1990. "Analyst Following And Institutional Ownership," Journal of Accounting Research, Wiley Blackwell, vol. 28, pages 55-76.
    7. Afshad Irani, 2004. "The Effect of Regulation Fair Disclosure on the Relevance of Conference Calls to Financial Analysts," Review of Quantitative Finance and Accounting, Springer, vol. 22(1), pages 15-28, January.
    8. Bagnoli, Mark & Watts, Susan G. & Zhang, Yong, 2008. "Reg-FD and the competitiveness of all-star analysts," Journal of Accounting and Public Policy, Elsevier, vol. 27(4), pages 295-316.
    9. Ahmed, Anwer S. & Schneible Jr., Richard A., 2007. "The impact of regulation Fair Disclosure on investors' prior information quality -- Evidence from an analysis of changes in trading volume and stock price reactions to earnings announcements," Journal of Corporate Finance, Elsevier, vol. 13(2-3), pages 282-299, June.
    10. Mikhail, MB & Walther, BR & Willis, RH, 1997. "Do security analysts improve their performance with experience?," Journal of Accounting Research, Wiley Blackwell, vol. 35, pages 131-157.
    11. Li Xu & Alex Tang, 2012. "Internal control material weakness, analysts’ accuracy and bias, and brokerage reputation," Review of Quantitative Finance and Accounting, Springer, vol. 39(1), pages 27-53, July.
    12. Partha S. Mohanram & Shyam V. Sunder, 2006. "How Has Regulation FD Affected the Operations of Financial Analysts?," Contemporary Accounting Research, John Wiley & Sons, vol. 23(2), pages 491-525, June.
    13. Brennan, Michael J & Hughes, Patricia J, 1991. "Stock Prices and the Supply of Information," Journal of Finance, American Finance Association, vol. 46(5), pages 1665-1691, December.
    14. Clement, Michael B., 1999. "Analyst forecast accuracy: Do ability, resources, and portfolio complexity matter?," Journal of Accounting and Economics, Elsevier, vol. 27(3), pages 285-303, July.
    15. Scott Findlay & Prem G. Mathew, 2006. "An Examination of the Differential Impact of Regulation FD on Analysts' Forecast Accuracy," The Financial Review, Eastern Finance Association, vol. 41(1), pages 9-31, February.
    16. Harrison Hong & Jeffrey D. Kubik, 2003. "Analyzing the Analysts: Career Concerns and Biased Earnings Forecasts," Journal of Finance, American Finance Association, vol. 58(1), pages 313-351, February.
    17. Mary E. Barth & Ron Kasznik & Maureen F. McNichols, 2001. "Analyst Coverage and Intangible Assets," Journal of Accounting Research, Wiley Blackwell, vol. 39(1), pages 1-34, June.
    18. Cornett, Marcia Millon & Tehranian, Hassan & Yalcin, Atakan, 2007. "Regulation fair disclosure and the market's reaction to analyst investment recommendation changes," Journal of Banking & Finance, Elsevier, vol. 31(3), pages 567-588, March.
    19. Yonca Ertimur & Jayanthi Sunder & Shyam V. Sunder, 2007. "Measure for Measure: The Relation between Forecast Accuracy and Recommendation Profitability of Analysts," Journal of Accounting Research, Wiley Blackwell, vol. 45(3), pages 567-606, June.
    20. Fama, Eugene F. & French, Kenneth R., 1997. "Industry costs of equity," Journal of Financial Economics, Elsevier, vol. 43(2), pages 153-193, February.
    21. Bhushan, Ravi, 1989. "Firm characteristics and analyst following," Journal of Accounting and Economics, Elsevier, vol. 11(2-3), pages 255-274, July.
    22. Terence Lim, 2001. "Rationality and Analysts' Forecast Bias," Journal of Finance, American Finance Association, vol. 56(1), pages 369-385, February.
    23. Derann Hsu & Cheng-Huei Chiao, 2011. "Relative accuracy of analysts’ earnings forecasts over time: a Markov chain analysis," Review of Quantitative Finance and Accounting, Springer, vol. 37(4), pages 477-507, November.
    24. Jacob, John & Lys, Thomas Z. & Neale, Margaret A., 1999. "Expertise in forecasting performance of security analysts," Journal of Accounting and Economics, Elsevier, vol. 28(1), pages 51-82, November.
    25. McNichols, M & O'Brien, PC, 1997. "Self-selection and analyst coverage," Journal of Accounting Research, Wiley Blackwell, vol. 35, pages 167-199.
    26. Dennis Fan & Raymond So & Jason Yeh, 2006. "Analyst Earnings Forecasts for Publicly Traded Insurance Companies," Review of Quantitative Finance and Accounting, Springer, vol. 26(2), pages 105-136, March.
    27. Beixin Lin & Rong Yang, 2012. "Does Regulation Fair Disclosure affect analysts’ forecast performance? The case of restructuring firms," Review of Quantitative Finance and Accounting, Springer, vol. 38(4), pages 495-517, May.
    28. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Rongrong Zhang, 2018. "Product market competition, competitive strategy, and analyst coverage," Review of Quantitative Finance and Accounting, Springer, vol. 50(1), pages 239-260, January.
    2. Guanming He & Helen Mengbing Ren & Richard Taffler, 2020. "The impact of corporate tax avoidance on analyst coverage and forecasts," Review of Quantitative Finance and Accounting, Springer, vol. 54(2), pages 447-477, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Beyer, Anne & Cohen, Daniel A. & Lys, Thomas Z. & Walther, Beverly R., 2010. "The financial reporting environment: Review of the recent literature," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 296-343, December.
    2. Ramnath, Sundaresh & Rock, Steve & Shane, Philip, 2008. "The financial analyst forecasting literature: A taxonomy with suggestions for further research," International Journal of Forecasting, Elsevier, vol. 24(1), pages 34-75.
    3. 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.
    4. Tristan Roger, 2018. "The coverage assignments of financial analysts," Accounting and Business Research, Taylor & Francis Journals, vol. 48(6), pages 651-673, September.
    5. Cowan, Arnold R. & Salotti, Valentina, 2020. "Anti-selective disclosure regulation and analyst forecast accuracy and usefulness," Journal of Corporate Finance, Elsevier, vol. 64(C).
    6. Yu, Fang (Frank), 2008. "Analyst coverage and earnings management," Journal of Financial Economics, Elsevier, vol. 88(2), pages 245-271, May.
    7. Akono, Henri & Karim, Khondkar & Nwaeze, Emeka, 2019. "Analyst rounding of EPS forecasts and stock recommendations," Advances in accounting, Elsevier, vol. 44(C), pages 68-80.
    8. Beixin Lin & Rong Yang, 2012. "Does Regulation Fair Disclosure affect analysts’ forecast performance? The case of restructuring firms," Review of Quantitative Finance and Accounting, Springer, vol. 38(4), pages 495-517, May.
    9. Joel A. C. Baum & Anne Bowers & Partha Mohanram, 2016. "Mutual Forbearance and Competition Among Security Analysts," Management Science, INFORMS, vol. 62(6), pages 1610-1631, June.
    10. Kim, Hyun-Dong & Park, Kwangwoo & Song, Kyojik Roy, 2021. "Organization capital and analysts’ forecasts," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 762-778.
    11. Sean Cleary & Jonathan Jona & Gladys Lee & Joshua Shemesh, 2020. "Underlying risk preferences and analyst risk‐taking behavior," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(7-8), pages 949-981, July.
    12. Huang, Allen H. & Lin, An-Ping & Zang, Amy Y., 2022. "Cross-industry information sharing among colleagues and analyst research," Journal of Accounting and Economics, Elsevier, vol. 74(1).
    13. Hugon, Artur & Muslu, Volkan, 2010. "Market demand for conservative analysts," Journal of Accounting and Economics, Elsevier, vol. 50(1), pages 42-57, May.
    14. Ljungqvist, Alexander & Marston, Felicia & Starks, Laura T. & Wei, Kelsey D. & Yan, Hong, 2007. "Conflicts of interest in sell-side research and the moderating role of institutional investors," Journal of Financial Economics, Elsevier, vol. 85(2), pages 420-456, August.
    15. BC, Bishal & Esfahani, Sharif, 2020. "The role of debt contracts in analyst earnings forecasts," Journal of Economics and Business, Elsevier, vol. 111(C).
    16. Oya Altınkılıç & Vadim S. Balashov & Robert S. Hansen, 2013. "Are Analysts' Forecasts Informative to the General Public?," Management Science, INFORMS, vol. 59(11), pages 2550-2565, November.
    17. Edward Lawrence & Gordon Karels & Arun Prakash & Siddharth Shankar, 2011. "Effect of regulation FD on disclosures of information by firms," Applied Financial Economics, Taylor & Francis Journals, vol. 21(13), pages 979-996.
    18. Lily Fang & Ayako Yasuda, 2014. "Are Stars’ Opinions Worth More? The Relation Between Analyst Reputation and Recommendation Values," Journal of Financial Services Research, Springer;Western Finance Association, vol. 46(3), pages 235-269, December.
    19. Jin, Han & Mazouz, Khelifa & Wu, Yuliang & Xu, Bin, 2023. "Can star analysts make superior coverage decisions in poor information environment?," Journal of Banking & Finance, Elsevier, vol. 146(C).
    20. Li Eng & Joohyung Ha & Sandeep Nabar, 2014. "The impact of regulation FD on the information environment: evidence from the stock market response to stock split announcements," Review of Quantitative Finance and Accounting, Springer, vol. 43(4), pages 829-853, November.

    More about this item

    Keywords

    Regulation Fair Disclosure; Analyst coverage; Analyst ability; Industry experience; Forecast properties;
    All these keywords.

    JEL classification:

    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • M48 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Government Policy and Regulation

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:rqfnac:v:46:y:2016:i:3:d:10.1007_s11156-014-0477-x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.