IDEAS home Printed from https://ideas.repec.org/a/eee/empfin/v69y2022icp81-105.html
   My bibliography  Save this article

Organization capital and analyst coverage

Author

Listed:
  • Chan, Konan
  • Guo, Re-Jin J.
  • Wang, Yanzhi A.
  • Yang, Hsiao-Lin

Abstract

We hypothesize that analyst coverage reduces firms’ cost of capital and thereby facilitates more investments in organization capital, one of the most important intangible investments. To test our hypothesis, we use the exogenous variation in analyst coverage due to the mergers and closures of brokerages and measures of organization capital based on SG&A expenditures and text-based information manually collected from firms’ 10-K filings. Our results show that firms’ organization capital investments significantly decline with reduced analyst coverage. The post-event decline in organization capital is concentrated in firms with higher costs of capital, greater financial constraints, and greater dependence on external equity. Our findings are in contrast to other studies that have shown how the adverse effect of analyst coverage enhances managerial myopia and reduces corporate R&D.

Suggested Citation

  • Chan, Konan & Guo, Re-Jin J. & Wang, Yanzhi A. & Yang, Hsiao-Lin, 2022. "Organization capital and analyst coverage," Journal of Empirical Finance, Elsevier, vol. 69(C), pages 81-105.
  • Handle: RePEc:eee:empfin:v:69:y:2022:i:c:p:81-105
    DOI: 10.1016/j.jempfin.2022.08.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927539822000810
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jempfin.2022.08.003?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. Stein, Jeremy C, 1988. "Takeover Threats and Managerial Myopia," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 61-80, February.
    2. El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Mishra, Dev R., 2011. "Does corporate social responsibility affect the cost of capital?," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2388-2406, September.
    3. Andrea L. Eisfeldt & Dimitris Papanikolaou, 2013. "Organization Capital and the Cross-Section of Expected Returns," Journal of Finance, American Finance Association, vol. 68(4), pages 1365-1406, August.
    4. Harrison Hong & Terence Lim & Jeremy C. Stein, 2000. "Bad News Travels Slowly: Size, Analyst Coverage, and the Profitability of Momentum Strategies," Journal of Finance, American Finance Association, vol. 55(1), pages 265-295, February.
    5. Philippe Aghion & John Van Reenen & Luigi Zingales, 2013. "Innovation and Institutional Ownership," American Economic Review, American Economic Association, vol. 103(1), pages 277-304, February.
    6. François Derrien & Ambrus Kecskés, 2013. "The Real Effects of Financial Shocks: Evidence from Exogenous Changes in Analyst Coverage," Post-Print hal-00852356, HAL.
    7. Carol Corrado & Charles Hulten & Daniel Sichel, 2005. "Measuring Capital and Technology: An Expanded Framework," NBER Chapters, in: Measuring Capital in the New Economy, pages 11-46, National Bureau of Economic Research, Inc.
    8. Lawrence D. Brown & Andrew C. Call & Michael B. Clement & Nathan Y. Sharp, 2015. "Inside the “Black Box” of Sell‐Side Financial Analysts," Journal of Accounting Research, Wiley Blackwell, vol. 53(1), pages 1-47, March.
    9. Carol Corrado & Charles Hulten & Daniel Sichel, 2009. "Intangible Capital And U.S. Economic Growth," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(3), pages 661-685, September.
    10. Baruch Lev & Suresh Radhakrishnan & Weining Zhang, 2009. "Organization Capital," Abacus, Accounting Foundation, University of Sydney, vol. 45(3), pages 275-298, September.
    11. Wu, Joanna Shuang & Zang, Amy Y., 2009. "What determine financial analysts' career outcomes during mergers?," Journal of Accounting and Economics, Elsevier, vol. 47(1-2), pages 59-86, March.
    12. Mariagrazia Squicciarini & Marie Le Mouel, 2012. "Defining and Measuring Investment in Organisational Capital: Using US Microdata to Develop a Task-based Approach," OECD Science, Technology and Industry Working Papers 2012/5, OECD Publishing.
    13. Xin Chang & Sudipto Dasgupta & Gilles Hilary, 2006. "Analyst Coverage and Financing Decisions," Journal of Finance, American Finance Association, vol. 61(6), pages 3009-3048, December.
    14. Harrison Hong & Marcin Kacperczyk, 2010. "Competition and Bias," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1683-1725.
    15. Lee E. Ohanian, 2002. "Why did productivity fall so much during the Great Depression?," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 26(Spr).
    16. Yangyang Chen & Cameron Truong & Madhu Veeraraghavan, 2015. "CEO Risk-Taking Incentives and the Cost of Equity Capital," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 42(7-8), pages 915-946, September.
    17. 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.
    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. Kewei Hou & Chen Xue & Lu Zhang, 2020. "Replicating Anomalies," The Review of Financial Studies, Society for Financial Studies, vol. 33(5), pages 2019-2133.
    20. 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.
    21. Gao, Mingze & Leung, Henry & Qiu, Buhui, 2021. "Organization capital and executive performance incentives," Journal of Banking & Finance, Elsevier, vol. 123(C).
    22. 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.
    23. Hasan, Iftekhar & (Stan) Hoi, Chun-Keung & Wu, Qiang & Zhang, Hao, 2020. "Is social capital associated with corporate innovation? Evidence from publicly listed firms in the U.S," Journal of Corporate Finance, Elsevier, vol. 62(C).
    24. Robert M. Bushman & Joseph D. Piotroski & Abbie J. Smith, 2005. "Insider Trading Restrictions and Analysts' Incentives to Follow Firms," Journal of Finance, American Finance Association, vol. 60(1), pages 35-66, February.
    25. Baruch Lev & Suresh Radhakrishnan, 2005. "The Valuation of Organization Capital," NBER Chapters, in: Measuring Capital in the New Economy, pages 73-110, National Bureau of Economic Research, Inc.
    26. Todd A. Gormley & David A. Matsa, 2014. "Common Errors: How to (and Not to) Control for Unobserved Heterogeneity," The Review of Financial Studies, Society for Financial Studies, vol. 27(2), pages 617-661.
    27. 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.
    28. Merton, Robert C, 1987. "A Simple Model of Capital Market Equilibrium with Incomplete Information," Journal of Finance, American Finance Association, vol. 42(3), pages 483-510, July.
    29. Prescott, Edward C & Visscher, Michael, 1980. "Organization Capital," Journal of Political Economy, University of Chicago Press, vol. 88(3), pages 446-461, June.
    30. 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.
    31. Francis, Jennifer & Douglas Hanna, J. & Philbrick, Donna R., 1997. "Management communications with securities analysts," Journal of Accounting and Economics, Elsevier, vol. 24(3), pages 363-394, December.
    32. François Derrien & Ambrus Kecskés, 2013. "The Real Effects of Financial Shocks: Evidence from Exogenous Changes in Analyst Coverage," Journal of Finance, American Finance Association, vol. 68(4), pages 1407-1440, August.
    33. John A. Doukas & Chansog (Francis) Kim & Christos Pantzalis, 2008. "Do Analysts Influence Corporate Financing and Investment?," Financial Management, Financial Management Association International, vol. 37(2), pages 303-339, June.
    34. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    35. Eugene Soltes, 2014. "Private Interaction Between Firm Management and Sell‐Side Analysts," Journal of Accounting Research, Wiley Blackwell, vol. 52(1), pages 245-272, March.
    36. Xiaolan Zhang, 2014. "Who Bears Firm-Level Risk? Implications for Cash Flow Volatility," 2014 Meeting Papers 184, Society for Economic Dynamics.
    37. Brennan, Michael J. & Subrahmanyam, Avanidhar, 1995. "Investment analysis and price formation in securities markets," Journal of Financial Economics, Elsevier, vol. 38(3), pages 361-381, July.
    38. Lev, Baruch & Sougiannis, Theodore, 1996. "The capitalization, amortization, and value-relevance of R&D," Journal of Accounting and Economics, Elsevier, vol. 21(1), pages 107-138, February.
    39. Hou, Kewei & van Dijk, Mathijs A. & Zhang, Yinglei, 2012. "The implied cost of capital: A new approach," Journal of Accounting and Economics, Elsevier, vol. 53(3), pages 504-526.
    40. David Aboody & Baruch Lev, 2000. "Information Asymmetry, R&D, and Insider Gains," Journal of Finance, American Finance Association, vol. 55(6), pages 2747-2766, December.
    41. Samaniego, Roberto M., 2006. "Organizational capital, technology adoption and the productivity slowdown," Journal of Monetary Economics, Elsevier, vol. 53(7), pages 1555-1569, October.
    42. 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.
    43. Hail, Luzi & Leuz, Christian, 2009. "Cost of capital effects and changes in growth expectations around U.S. cross-listings," Journal of Financial Economics, Elsevier, vol. 93(3), pages 428-454, September.
    44. Hasan, Mostafa Monzur & Cheung, Adrian (Wai-Kong), 2018. "Organization capital and firm life cycle," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 556-578.
    45. Chen, Kevin C.W. & Chen, Zhihong & Wei, K.C. John, 2009. "Legal protection of investors, corporate governance, and the cost of equity capital," Journal of Corporate Finance, Elsevier, vol. 15(3), pages 273-289, June.
    46. Andrea L. Eisfeldt & Dimitris Papanikolaou, 2014. "The Value and Ownership of Intangible Capital," American Economic Review, American Economic Association, vol. 104(5), pages 189-194, May.
    47. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    48. Bhushan, Ravi, 1989. "Firm characteristics and analyst following," Journal of Accounting and Economics, Elsevier, vol. 11(2-3), pages 255-274, July.
    49. James R. Brown & Gustav Martinsson & Bruce C. Petersen, 2013. "Law, Stock Markets, and Innovation," Journal of Finance, American Finance Association, vol. 68(4), pages 1517-1549, August.
    50. Carol Corrado & John Haltiwanger & Daniel Sichel, 2005. "Measuring Capital in the New Economy," NBER Books, National Bureau of Economic Research, Inc, number corr05-1.
    51. James Claus & Jacob Thomas, 2001. "Equity Premia as Low as Three Percent? Evidence from Analysts' Earnings Forecasts for Domestic and International Stock Markets," Journal of Finance, American Finance Association, vol. 56(5), pages 1629-1666, October.
    52. 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.
    53. Sun, Qi & Xiaolan, Mindy Z., 2019. "Financing intangible capital," Journal of Financial Economics, Elsevier, vol. 132(2), pages 472-496.
    54. Orie E. Barron & Donal Byard & Charles Kile & Edward J. Riedl, 2002. "High‐Technology Intangibles and Analysts’ Forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 40(2), pages 289-312, May.
    55. Li, Kai & Qiu, Buhui & Shen, Rui, 2018. "Organization Capital and Mergers and Acquisitions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(4), pages 1871-1909, August.
    56. William R. Gebhardt & Charles M. C. Lee & Bhaskaran Swaminathan, 2001. "Toward an Implied Cost of Capital," Journal of Accounting Research, Wiley Blackwell, vol. 39(1), pages 135-176, June.
    57. 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.
    58. Francis, Bill & Mani, Suresh Babu & Sharma, Zenu & Wu, Qiang, 2021. "The impact of organization capital on firm innovation," Journal of Financial Stability, Elsevier, vol. 53(C).
    59. 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.
    60. 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.
    61. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    62. Hasan, Mostafa Monzur & Lobo, Gerald J. & Qiu, Buhui, 2021. "Organizational capital, corporate tax avoidance, and firm value," Journal of Corporate Finance, Elsevier, vol. 70(C).
    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. David K. Ding & Christo Ferreira & Vu Minh Ngo & Phuc V. Nguyen & Udomsak Wongchoti, 2024. "Corporate social responsibility and myopic management practice: Is there a link?," Review of Quantitative Finance and Accounting, Springer, vol. 62(1), pages 271-308, January.

    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. Luong, Thanh Son & Qiu, Buhui & Wu, Yi (Ava), 2021. "Does it pay to be socially connected with wall street brokerages? Evidence from cost of equity," Journal of Corporate Finance, Elsevier, vol. 68(C).
    2. To, Thomas Y. & Navone, Marco & Wu, Eliza, 2018. "Analyst coverage and the quality of corporate investment decisions," Journal of Corporate Finance, Elsevier, vol. 51(C), pages 164-181.
    3. Guo, Bing & Pérez-Castrillo, David & Toldrà-Simats, Anna, 2019. "Firms’ innovation strategy under the shadow of analyst coverage," Journal of Financial Economics, Elsevier, vol. 131(2), pages 456-483.
    4. Li, Donghui & Chen, Zhian & An, Zhe & Murong, Michael, 2017. "Do financial analysts play a role in shaping the rival response of target firms? International evidence," Journal of Corporate Finance, Elsevier, vol. 45(C), pages 84-103.
    5. Galanti, Sébastien & Leroy, Aurélien & Vaubourg, Anne-Gaël, 2022. "Investment and access to external finance in Europe: Does analyst coverage matter?," International Review of Financial Analysis, Elsevier, vol. 81(C).
    6. Goldman, Jim & Peress, Joel, 2023. "Firm R&D and financial analysis: How do they interact?," Journal of Financial Intermediation, Elsevier, vol. 53(C).
    7. Jin Kyung Choi & Rebecca N. Hann & Musa Subasi & Yue Zheng, 2020. "An Empirical Analysis of Analysts' Capital Expenditure Forecasts: Evidence from Corporate Investment Efficiency," Contemporary Accounting Research, John Wiley & Sons, vol. 37(4), pages 2615-2648, December.
    8. 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.
    9. Zhang, Ping & Wang, Yiru, 2023. "The bright side of analyst coverage on corporate innovation: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 89(C).
    10. 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.
    11. Hasan, Mostafa Monzur & Lobo, Gerald J. & Qiu, Buhui, 2021. "Organizational capital, corporate tax avoidance, and firm value," Journal of Corporate Finance, Elsevier, vol. 70(C).
    12. Xie, Lingmin & Chen, Zhian & Li, Donghui & Tan, Hongping, 2022. "Foreign analysts and managerial investment learning from stock markets," Journal of Multinational Financial Management, Elsevier, vol. 64(C).
    13. Provaty, Sagira Sultana & Hasan, Mostafa Monzur & Luo, Le, 2024. "Organization capital and GHG emissions," Energy Economics, Elsevier, vol. 131(C).
    14. Green, T. Clifton & Jame, Russell & Markov, Stanimir & Subasi, Musa, 2014. "Broker-hosted investor conferences," Journal of Accounting and Economics, Elsevier, vol. 58(1), pages 142-166.
    15. Hasan, Mostafa Monzur & Uddin, Mohammad Riaz, 2022. "Do intangibles matter for corporate policies? Evidence from organization capital and corporate payout choices," Journal of Banking & Finance, Elsevier, vol. 135(C).
    16. Konan Chan & Mei‐Xuan Li & Chu‐Bin Lin & Yanzhi Wang, 2022. "Organization capital effect in stock returns—The role of R&D," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(7-8), pages 1237-1263, July.
    17. 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.
    18. Marwick, Alex & Hasan, Mostafa Monzur & Luo, Tianpei, 2020. "Organization capital and corporate cash holdings," International Review of Financial Analysis, Elsevier, vol. 68(C).
    19. Peters, Ryan H. & Taylor, Lucian A., 2017. "Intangible capital and the investment-q relation," Journal of Financial Economics, Elsevier, vol. 123(2), pages 251-272.
    20. Hansen, Robert S., 2015. "What is the value of sell-side analysts? Evidence from coverage changes – A discussion," Journal of Accounting and Economics, Elsevier, vol. 60(2), pages 58-64.

    More about this item

    Keywords

    Organization capital; Analyst coverage; Cost of capital; Intangible investments;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity

    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:eee:empfin:v:69:y:2022:i:c:p:81-105. 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/jempfin .

    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.