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Financial analysts' bundling across firms: Target prices and stock recommendations

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  • Yu‐An Chen
  • Dan Palmon

Abstract

A rising trend is that analysts bundle earnings forecasts for multiple firms on the same day, and such forecast bundling is associated with low‐quality forecasts. We explore target price bundling and recommendation bundling. Factors driving bundling revisions of an output for multiple firms vary across three outputs: forecasts, target prices, and recommendations. Target price (recommendation) revisions bundled for firms are less informative than stand‐alone revisions. Although consistency in the direction of revisions between different outputs is typically associated with higher perceived quality, consistent revisions between outputs are not associated with higher informativeness of revisions bundled for multiple firms.

Suggested Citation

  • Yu‐An Chen & Dan Palmon, 2023. "Financial analysts' bundling across firms: Target prices and stock recommendations," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 46(4), pages 1047-1102, December.
    • Handle: RePEc:bla:jfnres:v:46:y:2023:i:4:p:1047-1102
    DOI: 10.1111/jfir.12348
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    References listed on IDEAS

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    1. 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.
    2. Dan Palmon & Bharat Sarath & Hua C. Xin, 2020. "Bold Stock Recommendations: Informative or Worthless?†," Contemporary Accounting Research, John Wiley & Sons, vol. 37(2), pages 773-801, June.
    3. Da, Zhi & Schaumburg, Ernst, 2011. "Relative valuation and analyst target price forecasts," Journal of Financial Markets, Elsevier, vol. 14(1), pages 161-192, February.
    4. Roger K. Loh & René M. Stulz, 2011. "When Are Analyst Recommendation Changes Influential?," The Review of Financial Studies, Society for Financial Studies, vol. 24(2), pages 593-627.
    5. 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.
    6. Michael B. Clement & Senyo Y. Tse, 2005. "Financial Analyst Characteristics and Herding Behavior in Forecasting," Journal of Finance, American Finance Association, vol. 60(1), pages 307-341, February.
    7. Jan Klobucnik & Daniel Kreutzmann & Soenke Sievers & Stefan Kanne, 2012. "To buy or not to buy? The value of contradictory analyst signals," Cologne Graduate School Working Paper Series 03-03, Cologne Graduate School in Management, Economics and Social Sciences.
    8. Yu-An Chen & Dan Palmon, 2022. "Analyst Recommendations Respond More Symmetrically to Major News After Regulation FD and the Global Settlement: A Replication and Extension of Conrad, Cornell, Landsman, and Rountree (2006)," Critical Finance Review, now publishers, vol. 11(3-4), pages 473-504, August.
    9. repec:bla:jfinan:v:58:y:2003:i:5:p:1933-1968 is not listed on IDEAS
    10. repec:bla:jfinan:v:59:y:2004:i:3:p:1083-1124 is not listed on IDEAS
    11. 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.
    12. Francis, J & Soffer, L, 1997. "The relative informativeness of analysts' stock recommendations and earnings forecast revisions," Journal of Accounting Research, Wiley Blackwell, vol. 35(2), pages 193-211.
    13. Cristi A. Gleason & W. Bruce Johnson & Haidan Li, 2013. "Valuation Model Use and the Price Target Performance of Sell†Side Equity Analysts," Contemporary Accounting Research, John Wiley & Sons, vol. 30(1), pages 80-115, March.
    14. Partha S. Mohanram, 2014. "Analysts' Cash Flow Forecasts and the Decline of the Accruals Anomaly," Contemporary Accounting Research, John Wiley & Sons, vol. 31(4), pages 1143-1170, December.
    15. Huang, Joshua & Mujtaba Mian, G. & Sankaraguruswamy, Srinivasan, 2009. "The value of combining the information content of analyst recommendations and target prices," Journal of Financial Markets, Elsevier, vol. 12(4), pages 754-777, November.
    16. Asquith, Paul & Mikhail, Michael B. & Au, Andrea S., 2005. "Information content of equity analyst reports," Journal of Financial Economics, Elsevier, vol. 75(2), pages 245-282, February.
    17. Andreas Simon & Asher Curtis, 2011. "The Use of Earnings Forecasts in Stock Recommendations: Are Accurate Analysts More Consistent?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 38(1-2), pages 119-144, January.
    18. Iselin, Michael & Park, Min & Van Buskirk, Andrew, 2021. "Seemingly inconsistent analyst revisions," Journal of Accounting and Economics, Elsevier, vol. 71(1).
    19. Suresh Radhakrishnan & Shu†Ling Wu, 2014. "Analysts' Cash Flow Forecasts and Accrual Mispricing," Contemporary Accounting Research, John Wiley & Sons, vol. 31(4), pages 1191-1219, December.
    20. Michael Drake & Peter Joos & Joseph Pacelli & Brady Twedt, 2020. "Analyst Forecast Bundling," Management Science, INFORMS, vol. 66(9), pages 4024-4046, September.
    21. Jung, Boochun & Shane, Philip B. & Sunny Yang, Yanhua, 2012. "Do financial analysts' long-term growth forecasts matter? Evidence from stock recommendations and career outcomes," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 55-76.
    22. Yezegel, Ari, 2015. "Why do analysts revise their stock recommendations after earnings announcements?," Journal of Accounting and Economics, Elsevier, vol. 59(2), pages 163-181.
    23. Ambrus Kecskés & Roni Michaely & Kent L. Womack, 2017. "Do Earnings Estimates Add Value to Sell-Side Analysts’ Investment Recommendations?," Management Science, INFORMS, vol. 63(6), pages 1855-1871, June.
    24. 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.
    25. Stefan Kanne & Jan Klobucnik & Daniel Kreutzmann & Soenke Sievers, 2012. "To buy or not to buy? The value of contradictory analyst signals," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 26(4), pages 405-428, December.
    26. 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.
    27. Daniel Bradley & Sinan Gokkaya & Xi Liu, 2017. "Before an Analyst Becomes an Analyst: Does Industry Experience Matter?," Journal of Finance, American Finance Association, vol. 72(2), pages 751-792, April.
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