IDEAS home Printed from https://ideas.repec.org/a/wly/revfec/v37y2019i3p351-371.html
   My bibliography  Save this article

Local predictive ability of analyst recommendations

Author

Listed:
  • Serkan Karadas
  • Jorida Papakroni

Abstract

This article shows that locally aggregated analyst recommendations at the Metropolitan Statistical Area (MSA‐) or state‐level predict future locally aggregated excess returns. The results hold even after controlling for macroeconomic variables, industry and market returns, as well as investor sentiment. We also show that the local predictive ability of analyst recommendations is stronger for geographically concentrated firms. Additional analysis at the state‐level for the geographically concentrated firms reveals that locally aggregated analyst recommendations predict future local economic fundamentals. Overall, our findings suggest that analyst recommendations contain information at the MSA‐ and state‐level, and that local information content is richer for geographically concentrated firms.

Suggested Citation

  • Serkan Karadas & Jorida Papakroni, 2019. "Local predictive ability of analyst recommendations," Review of Financial Economics, John Wiley & Sons, vol. 37(3), pages 351-371, July.
  • Handle: RePEc:wly:revfec:v:37:y:2019:i:3:p:351-371
    DOI: 10.1002/rfe.1055
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/rfe.1055
    Download Restriction: no

    File URL: https://libkey.io/10.1002/rfe.1055?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
    ---><---

    References listed on IDEAS

    as
    1. Zoran Ivković & Scott Weisbenner, 2005. "Local Does as Local Is: Information Content of the Geography of Individual Investors' Common Stock Investments," Journal of Finance, American Finance Association, vol. 60(1), pages 267-306, February.
    2. Elton, Edwin J & Gruber, Martin J & Grossman, Seth, 1986. "Discrete Expectational Data and Portfolio Performance," Journal of Finance, American Finance Association, vol. 41(3), pages 699-713, July.
    3. Frédéric Sonney, 2009. "Financial Analysts' Performance: Sector Versus Country Specialization," The Review of Financial Studies, Society for Financial Studies, vol. 22(5), pages 2087-2131, May.
    4. Womack, Kent L, 1996. "Do Brokerage Analysts' Recommendations Have Investment Value?," Journal of Finance, American Finance Association, vol. 51(1), pages 137-167, March.
    5. Selale Tuzel & Miao Ben Zhang, 2017. "Local Risk, Local Factors, and Asset Prices," Journal of Finance, American Finance Association, vol. 72(1), pages 325-370, February.
    6. Hong, Harrison & Kubik, Jeffrey D. & Stein, Jeremy C., 2008. "The only game in town: Stock-price consequences of local bias," Journal of Financial Economics, Elsevier, vol. 90(1), pages 20-37, October.
    7. Kadan, Ohad & Madureira, Leonardo & Wang, Rong & Zach, Tzachi, 2012. "Analysts' industry expertise," Journal of Accounting and Economics, Elsevier, vol. 54(2), pages 95-120.
    8. Christopher W. Anderson & Eli Beracha, 2008. "Robustness Of The Headquarters‐City Effect On Stock Returns," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 31(3), pages 271-300, September.
    9. Malcolm Baker & Jeffrey Wurgler, 2007. "Investor Sentiment in the Stock Market," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 129-152, Spring.
    10. Huberman, Gur, 2001. "Familiarity Breeds Investment," The Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 659-680.
    11. Liu, Pu & Smith, Stanley D. & Syed, Azmat A., 1990. "Stock Price Reactions to The Wall Street Journal's Securities Recommendations," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 25(3), pages 399-410, September.
    12. John S. Howe & Emre Unlu & Xuemin (Sterling) Yan, 2009. "The Predictive Content of Aggregate Analyst Recommendations," Journal of Accounting Research, Wiley Blackwell, vol. 47(3), pages 799-821, June.
    13. Bae, Kee-Hong & Stulz, René M. & Tan, Hongping, 2008. "Do local analysts know more? A cross-country study of the performance of local analysts and foreign analysts," Journal of Financial Economics, Elsevier, vol. 88(3), pages 581-606, June.
    14. Uysal, Vahap B. & Kedia, Simi & Panchapagesan, Venkatesh, 2008. "Geography and acquirer returns," Journal of Financial Intermediation, Elsevier, vol. 17(2), pages 256-275, April.
    15. John, Kose & Knyazeva, Anzhela & Knyazeva, Diana, 2011. "Does geography matter? Firm location and corporate payout policy," Journal of Financial Economics, Elsevier, vol. 101(3), pages 533-551, September.
    16. Wenlian Gao & Lilian Ng & Qinghai Wang, 2011. "Does Corporate Headquarters Location Matter for Firm Capital Structure?," Financial Management, Financial Management Association International, vol. 40(1), pages 113-138, March.
    17. Gennaro Bernile & Alok Kumar & Johan Sulaeman, 2015. "Home away from Home: Geography of Information and Local Investors," The Review of Financial Studies, Society for Financial Studies, vol. 28(7), pages 2009-2049.
    18. Lerner, Josh, 1995. "Venture Capitalists and the Oversight of Private Firms," Journal of Finance, American Finance Association, vol. 50(1), pages 301-318, March.
    19. Schmalensee, Richard, 1985. "Do Markets Differ Much?," American Economic Review, American Economic Association, vol. 75(3), pages 341-351, June.
    20. Lakonishok, Josef & Lee, Inmoo, 2001. "Are Insider Trades Informative?," The Review of Financial Studies, Society for Financial Studies, vol. 14(1), pages 79-111.
    21. Seyhun, H Nejat, 1988. "The Information Content of Aggregate Insider Trading," The Journal of Business, University of Chicago Press, vol. 61(1), pages 1-24, January.
    22. Loughran, Tim & Schultz, Paul, 2005. "Liquidity: Urban versus rural firms," Journal of Financial Economics, Elsevier, vol. 78(2), pages 341-374, November.
    23. Joshua D. Coval & Tobias J. Moskowitz, 1999. "Home Bias at Home: Local Equity Preference in Domestic Portfolios," Journal of Finance, American Finance Association, vol. 54(6), pages 2045-2073, December.
    24. Liang, Bing, 1999. "Price Pressure: Evidence from the "Dartboard" Column," The Journal of Business, University of Chicago Press, vol. 72(1), pages 119-134, January.
    25. Boni, Leslie & Womack, Kent L., 2006. "Analysts, Industries, and Price Momentum," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(1), pages 85-109, March.
    26. Bo Becker & Zoran Ivković & Scott Weisbenner, 2011. "Local Dividend Clienteles," Journal of Finance, American Finance Association, vol. 66(2), pages 655-683, April.
    27. O'Brien, Patricia C. & Tan, Hongping, 2015. "Geographic proximity and analyst coverage decisions: Evidence from IPOs," Journal of Accounting and Economics, Elsevier, vol. 59(1), pages 41-59.
    28. Loughran, Tim & Schultz, Paul, 2004. "Weather, Stock Returns, and the Impact of Localized Trading Behavior," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(2), pages 343-364, June.
    29. Li, Mingsheng & Zhao, Xin, 2016. "Neighborhood effect on stock price comovement," The North American Journal of Economics and Finance, Elsevier, vol. 35(C), pages 1-22.
    30. Mark Grinblatt & Matti Keloharju, 2001. "How Distance, Language, and Culture Influence Stockholdings and Trades," Journal of Finance, American Finance Association, vol. 56(3), pages 1053-1073, June.
    31. Christo Pirinsky & Qinghai Wang, 2006. "Does Corporate Headquarters Location Matter for Stock Returns?," Journal of Finance, American Finance Association, vol. 61(4), pages 1991-2015, August.
    32. Narasimhan Jegadeesh & Joonghyuk Kim & Susan D. Krische & Charles M. C. Lee, 2004. "Analyzing the Analysts: When Do Recommendations Add Value?," Journal of Finance, American Finance Association, vol. 59(3), pages 1083-1124, June.
    33. ANITA M. McGAHAN & MICHAEL E. PORTER, 1997. "How Much Does Industry Matter, Really?," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 15-30, July.
    34. García, Diego & Norli, Øyvind, 2012. "Geographic dispersion and stock returns," Journal of Financial Economics, Elsevier, vol. 106(3), pages 547-565.
    35. Michael Eames & Steven M. Glover & Jane Kennedy, 2002. "The Association between Trading Recommendations and Broker‐Analysts’ Earnings Forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 85-104, March.
    36. Beneish, Messod D, 1991. "Stock Prices and the Dissemination of Analysts' Recommendations," The Journal of Business, University of Chicago Press, vol. 64(3), pages 393-416, July.
    37. Mark S. Seasholes & Ning Zhu, 2010. "Individual Investors and Local Bias," Journal of Finance, American Finance Association, vol. 65(5), pages 1987-2010, October.
    38. Christopher J. Malloy, 2005. "The Geography of Equity Analysis," Journal of Finance, American Finance Association, vol. 60(2), pages 719-755, April.
    39. Brad Barber & Reuven Lehavy & Maureen McNichols & Brett Trueman, 2001. "Can Investors Profit from the Prophets? Security Analyst Recommendations and Stock Returns," Journal of Finance, American Finance Association, vol. 56(2), pages 531-563, April.
    40. Jun‐Koo Kang & Jin‐Mo Kim, 2008. "The Geography of Block Acquisitions," Journal of Finance, American Finance Association, vol. 63(6), pages 2817-2858, December.
    41. Lloyd-Davies, Peter & Canes, Michael, 1978. "Stock Prices and the Publication of Second-Hand Information," The Journal of Business, University of Chicago Press, vol. 51(1), pages 43-56, January.
    42. Paul Hribar & John McInnis, 2012. "Investor Sentiment and Analysts' Earnings Forecast Errors," Management Science, INFORMS, vol. 58(2), pages 293-307, February.
    Full references (including those not matched with items on IDEAS)

    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. Benson, Bradley W. & Chen, Yu & James, Hui L. & Park, Jung Chul, 2020. "So far away from me: Firm location and the managerial ownership effect on firm value," Journal of Corporate Finance, Elsevier, vol. 64(C).
    2. Li, Mingsheng & Zhao, Xin, 2016. "Neighborhood effect on stock price comovement," The North American Journal of Economics and Finance, Elsevier, vol. 35(C), pages 1-22.
    3. Carosi, Andrea, 2016. "Do local causations matter? The effect of firm location on the relations of ROE, R&D, and firm SIZE with MARKET-TO-BOOK," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 388-409.
    4. Chen, Yunsen & Huang, Jianqiao & Xiao, Sheng & Zhao, Ziye, 2020. "The “home bias” of corporate subsidiary locations," Journal of Corporate Finance, Elsevier, vol. 62(C).
    5. García, Diego & Norli, Øyvind, 2012. "Geographic dispersion and stock returns," Journal of Financial Economics, Elsevier, vol. 106(3), pages 547-565.
    6. Devos, Erik & Rahman, Shofiqur, 2014. "Location and lease intensity," Journal of Corporate Finance, Elsevier, vol. 29(C), pages 20-36.
    7. David C. Ling & Andy Naranjo & Benjamin Scheick, 2021. "There is no place like home: Information asymmetries, local asset concentration, and portfolio returns," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(1), pages 36-74, March.
    8. John, Kose & Knyazeva, Anzhela & Knyazeva, Diana, 2011. "Does geography matter? Firm location and corporate payout policy," Journal of Financial Economics, Elsevier, vol. 101(3), pages 533-551, September.
    9. Boubaker, Sabri & Derouiche, Imen & Lasfer, Meziane, 2015. "Geographic location, excess control rights, and cash holdings," International Review of Financial Analysis, Elsevier, vol. 42(C), pages 24-37.
    10. Harris, Oneil, 2018. "The impact of industrial districts on the pricing of IPOs," The Quarterly Review of Economics and Finance, Elsevier, vol. 69(C), pages 274-285.
    11. Masulis, Ronald W. & Wang, Cong & Xie, Fei, 2012. "Globalizing the boardroom—The effects of foreign directors on corporate governance and firm performance," Journal of Accounting and Economics, Elsevier, vol. 53(3), pages 527-554.
    12. Huang, Xiaoran & Kang, Jun-Koo, 2017. "Geographic concentration of institutions, corporate governance, and firm value," Journal of Corporate Finance, Elsevier, vol. 47(C), pages 191-218.
    13. Xu, Limin & Yu, Chia-Feng (Jeffrey) & Zurbruegg, Ralf, 2020. "The benefit of being a local leader: Evidence from firm-specific stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 65(C).
    14. Derouiche, Imen & Jaafar, Kaouther & Zemzem, Ahmed, 2016. "Firm geographic location and voluntary disclosure," Journal of Multinational Financial Management, Elsevier, vol. 37, pages 29-47.
    15. Antonio Acconcia & Alfredo Del Monte & Luca Pennacchio & Germana Scepi, 2011. "IPO Underpricing and the Location of Firms," CSEF Working Papers 295, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy, revised 04 Feb 2021.
    16. Knyazeva, Anzhela & Knyazeva, Diana, 2012. "Does being your bank’s neighbor matter?," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1194-1209.
    17. Qian Chen & Xiang Gao & Jianming Mo & Zhouling Xu, 2022. "Market Reaction to Local Attention around Earnings Announcements in China: Evidence from Internet Search Activity," IJFS, MDPI, vol. 10(4), pages 1-26, October.
    18. Kim, Donghyun & Wang, Qinghai & Wang, Xiaoqiong, 2022. "Geographic clustering of institutional investors," Journal of Financial Economics, Elsevier, vol. 144(2), pages 547-570.
    19. Guiso, Luigi & Sodini, Paolo, 2013. "Household Finance: An Emerging Field," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1397-1532, Elsevier.
    20. Ding, Xiaoya (Sara) & Ni, Yang & Rahman, Abdul & Saadi, Samir, 2015. "Housing price growth and the cost of equity capital," Journal of Banking & Finance, Elsevier, vol. 61(C), pages 283-300.

    More about this item

    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:wly:revfec:v:37:y:2019:i:3:p:351-371. 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: Wiley Content Delivery (email available below). General contact details of provider: https://doi.org/10.1002/(ISSN)1873-5924 .

    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.