IDEAS home Printed from https://ideas.repec.org/a/eee/proeco/v171y2016ip3p350-360.html
   My bibliography  Save this article

Supply chain information in analyst reports on publicly traded companies

Author

Listed:
  • Son, Byung-Gak
  • Sodhi, ManMohan
  • Kocabasoglu-Hillmer, Canan
  • Lee, Tae-Hee

Abstract

Analyst reports are an important source of secondary data on companies for understanding a company’s performance in the recent past and for getting guidance on its future performance. We therefore analyzed the text of 1028 equity analyst reports of 145 Fortune 500 Global companies (not including services sectors like IT or banking) published between 2009 and 2011 for supply chain related information. We found that nearly three-fifths of these reports contained supply chain information pertaining to inbound, process or outbound aspects of the supply chain of the company. At the report level, there are significant industry effects for supply chain related content in analyst reports. On the other hand, aggregating information at the company level, it appears that analysts focus on a particular supply chain aspect for a company as well as its sector. Furthermore, logistic regression analysis suggests a link between the supply chain information provided when this is positive in orientation and the buy/sell/hold recommendation of the analyst regarding the company’s stock.

Suggested Citation

  • Son, Byung-Gak & Sodhi, ManMohan & Kocabasoglu-Hillmer, Canan & Lee, Tae-Hee, 2016. "Supply chain information in analyst reports on publicly traded companies," International Journal of Production Economics, Elsevier, vol. 171(P3), pages 350-360.
    • Handle: RePEc:eee:proeco:v:171:y:2016:i:p3:p:350-360
    DOI: 10.1016/j.ijpe.2015.10.011
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0925527315003928
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ijpe.2015.10.011?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. 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.
    2. Frankel, Richard & Lee, Charles M. C., 1998. "Accounting valuation, market expectation, and cross-sectional stock returns," Journal of Accounting and Economics, Elsevier, vol. 25(3), pages 283-319, June.
    3. Demeter, Krisztina, 2003. "Manufacturing strategy and competitiveness," International Journal of Production Economics, Elsevier, vol. 81(1), pages 2015-2213, January.
    4. Mikhail, Michael B. & Walther, Beverly R. & Willis, Richard H., 2004. "Do security analysts exhibit persistent differences in stock picking ability?," Journal of Financial Economics, Elsevier, vol. 74(1), pages 67-91, October.
    5. Womack, Kent L, 1996. "Do Brokerage Analysts' Recommendations Have Investment Value?," Journal of Finance, American Finance Association, vol. 51(1), pages 137-167, March.
    6. 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.
    7. Kevin B. Hendricks & Vinod R. Singhal, 2001. "The Long-Run Stock Price Performance of Firms with Effective TQM Programs," Management Science, INFORMS, vol. 47(3), pages 359-368, March.
    8. Taylor Randall & Karl Ulrich, 2001. "Product Variety, Supply Chain Structure, and Firm Performance: Analysis of the U.S. Bicycle Industry," Management Science, INFORMS, vol. 47(12), pages 1588-1604, December.
    9. Kim, Sok Tae & Lin, Ji-Chai & Slovin, Myron B., 1997. "Market Structure, Informed Trading, and Analysts' Recommendations," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 32(4), pages 507-524, December.
    10. Bottani, Eleonora & Rizzi, Antonio, 2008. "Economical assessment of the impact of RFID technology and EPC system on the fast-moving consumer goods supply chain," International Journal of Production Economics, Elsevier, vol. 112(2), pages 548-569, April.
    11. Hirst, De & Koonce, L & Simko, Pj, 1995. "Investor Reactions To Financial Analysts Research Reports," Journal of Accounting Research, Wiley Blackwell, vol. 33(2), pages 335-351.
    12. González-Benito, Javier & González-Benito, Óscar, 2005. "Environmental proactivity and business performance: an empirical analysis," Omega, Elsevier, vol. 33(1), pages 1-15, February.
    13. Akkermans, Henk A. & Bogerd, Paul & Yucesan, Enver & van Wassenhove, Luk N., 2003. "The impact of ERP on supply chain management: Exploratory findings from a European Delphi study," European Journal of Operational Research, Elsevier, vol. 146(2), pages 284-301, April.
    14. Frankel, Richard & Kothari, S.P. & Weber, Joseph, 2006. "Determinants of the informativeness of analyst research," Journal of Accounting and Economics, Elsevier, vol. 41(1-2), pages 29-54, April.
    15. 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.
    16. Paul M. Healy & Amy P. Hutton & Krishna G. Palepu, 1999. "Stock Performance and Intermediation Changes Surrounding Sustained Increases in Disclosure," Contemporary Accounting Research, John Wiley & Sons, vol. 16(3), pages 485-520, September.
    17. 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.
    18. William Q. Judge & Thomas J. Douglas, 1998. "Performance Implications of Incorporating Natural Environmental Issues into the Strategic Planning Process: An Empirical Assessment," Journal of Management Studies, Wiley Blackwell, vol. 35(2), pages 241-262, March.
    19. Chung, Kee H. & Jo, Hoje, 1996. "The Impact of Security Analysts' Monitoring and Marketing Functions on the Market Value of Firms," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 31(4), pages 493-512, December.
    20. 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.
    21. Ganeshan, Ram & Boone, Tonya & Stenger, Alan J., 2001. "The impact of inventory and flow planning parameters on supply chain performance: An exploratory study," International Journal of Production Economics, Elsevier, vol. 71(1-3), pages 111-118, May.
    22. Lys, Thomas & Sohn, Sungkyu, 1990. "The association between revisions of financial analysts' earnings forecasts and security-price changes," Journal of Accounting and Economics, Elsevier, vol. 13(4), pages 341-363, December.
    23. Yasunari Inamura & Tomonori Kimata & Takeshi Kimura & Takashi Muto, 2011. "Recent Surge in Global Commodity Prices-- Impact of financialization of commodities and globally accommodative monetary conditions --," Bank of Japan Review Series 11-E-2, Bank of Japan.
    24. 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.
    25. Kevin B. Hendricks & Vinod R. Singhal, 2005. "Association Between Supply Chain Glitches and Operating Performance," Management Science, INFORMS, vol. 51(5), pages 695-711, May.
    26. Shang, Kuo-chung & Marlow, Peter B., 2005. "Logistics capability and performance in Taiwan's major manufacturing firms," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 41(3), pages 217-234, May.
    27. Cannon, Alan R., 2008. "Inventory improvement and financial performance," International Journal of Production Economics, Elsevier, vol. 115(2), pages 581-593, October.
    28. Charles J. Corbett & María J. Montes-Sancho & David A. Kirsch, 2005. "The Financial Impact of ISO 9000 Certification in the United States: An Empirical Analysis," Management Science, INFORMS, vol. 51(7), pages 1046-1059, July.
    29. 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.
    30. 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.
    31. Li, Suhong & Ragu-Nathan, Bhanu & Ragu-Nathan, T.S. & Subba Rao, S., 2006. "The impact of supply chain management practices on competitive advantage and organizational performance," Omega, Elsevier, vol. 34(2), pages 107-124, April.
    32. Liang-Chieh (Victor) Cheng, 2010. "Evaluating the role and integration of contract manufacturing strategy in supply chain management: an empirical study," International Journal of Manufacturing Technology and Management, Inderscience Enterprises Ltd, vol. 19(1/2), pages 27-46.
    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. Simona Burta & Ana-Cristina Nicolescu & Sorana Vãtavu & Emilia Bozga & Oana-Ramona Lobon?, 2022. "Modelling framework of the Tandem Supply Chain Efficiency and Sustainable Financial Performance in the Automotive Industry," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 40(1), pages 201-224.

    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. 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.
    2. Brian Gibbons & Peter Iliev & Jonathan Kalodimos, 2021. "Analyst Information Acquisition via EDGAR," Management Science, INFORMS, vol. 67(2), pages 769-793, February.
    3. Marina Balboa & J. Carlos Gómez‐Sala & Germán López‐Espinosa, 2009. "The Value of Adjusting the Bias in Recommendations: International Evidence," European Financial Management, European Financial Management Association, vol. 15(1), pages 208-230, January.
    4. Jagjeev Dosanjh, 2017. "Exchange Initiatives and Market Efficiency: Evidence from the Australian Securities Exchange," PhD Thesis, Finance Discipline Group, UTS Business School, University of Technology, Sydney, number 1-2017, January-A.
    5. Stefano Bonini & Laura Zanetti & Roberto Bianchini & Antonio Salvi, 2010. "Target Price Accuracy in Equity Research," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 37(9‐10), pages 1177-1217, November.
    6. repec:uts:finphd:34 is not listed on IDEAS
    7. Asquith, Paul & Mikhail, Michael & Au, Andrea, 2004. "Information Content of Equity Analyst Reports," Working papers 4264-02, Massachusetts Institute of Technology (MIT), Sloan School of Management.
    8. Paul Asquith & Michael B. Mikhail & Andrea S. Au, 2002. "Information Content of Equity Analyst Reports," NBER Working Papers 9246, National Bureau of Economic Research, Inc.
    9. 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.
    10. Ruben M.T. Peixinho & Richard J. Taffler, 2011. "Are analysts misleading investors? The case of goingconcern opinions," CEFAGE-UE Working Papers 2011_22, University of Evora, CEFAGE-UE (Portugal).
    11. Tsung-Yu Hsieh & Tsai-Yin Lin & Fangjhy Li & Yi-Ting Huang, 2023. "Analyst’s Target Price Revision and Dealer’s Trading Behavior Analysis: Evidence from Taiwanese Stock Market," Sustainability, MDPI, vol. 15(4), pages 1-9, February.
    12. Savor, Pavel G., 2012. "Stock returns after major price shocks: The impact of information," Journal of Financial Economics, Elsevier, vol. 106(3), pages 635-659.
    13. Devos, Erik & Hao, Wei & Prevost, Andrew K. & Wongchoti, Udomsak, 2015. "Stock return synchronicity and the market response to analyst recommendation revisions," Journal of Banking & Finance, Elsevier, vol. 58(C), pages 376-389.
    14. Adria Pop & Jan Sporer & Siegfried Handschuh, 2024. "The Structure of Financial Equity Research Reports -- Identification of the Most Frequently Asked Questions in Financial Analyst Reports to Automate Equity Research Using Llama 3 and GPT-4," Papers 2407.18327, arXiv.org.
    15. Justin Birru & Sinan Gokkaya & Xi Liu & René M. Stulz, 2022. "Are Analyst Short‐Term Trade Ideas Valuable?," Journal of Finance, American Finance Association, vol. 77(3), pages 1829-1875, June.
    16. AltInkIlIç, Oya & Hansen, Robert S., 2009. "On the information role of stock recommendation revisions," Journal of Accounting and Economics, Elsevier, vol. 48(1), pages 17-36, October.
    17. Mary J. Benner & Todd Zenger, 2016. "The Lemons Problem in Markets for Strategy," Strategy Science, INFORMS, vol. 1(2), pages 71-89, June.
    18. Thabang Mokoaleli-Mokoteli & Richard J. Taffler & Vineet Agarwal, 2009. "Behavioural Bias and Conflicts of Interest in Analyst Stock Recommendations," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(3-4), pages 384-418.
    19. Andrey Kudryavtsev, 2018. "Holiday effect on stock price reactions to analyst recommendation revisions," Journal of Asset Management, Palgrave Macmillan, vol. 19(7), pages 507-521, December.
    20. Nerissa C. Brown & Kelsey D. Wei & Russ Wermers, 2014. "Analyst Recommendations, Mutual Fund Herding, and Overreaction in Stock Prices," Management Science, INFORMS, vol. 60(1), pages 1-20, January.
    21. Kotaro Miwa & Kazuhiro Ueda, 2014. "Slow price reactions to analysts' recommendation revisions," Quantitative Finance, Taylor & Francis Journals, vol. 14(6), pages 993-1004, June.

    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:eee:proeco:v:171:y:2016:i:p3:p:350-360. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ijpe .

    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.