IDEAS home Printed from https://ideas.repec.org/a/eee/finana/v46y2016icp176-190.html
   My bibliography  Save this article

The effect of bidder conservatism on M&A decisions: Text-based evidence from US 10-K filings

Author

Listed:
  • Ahmed, Yousry
  • Elshandidy, Tamer

Abstract

This paper examines whether and how bidders' conservative tone in 10-K filings influences the subsequent mergers and acquisitions (M&A) investment decisions of these US firms from 1996 to 2013. Based on 39,260 firm-year observations, we find, consistent with behavioural consistency theory, that conservative bidders are less likely to engage in M&A deals. Further, those that decide to engage in M&As are likely to acquire public targets and within-industry firms. These bidders are inclined to employ more stock acquisitions than cash acquisitions. Our results also indicate that conservative bidders experience abnormally poor stock returns around the announcements of M&A investments. This provides new insights on the mechanism through which bidders' sentiments influence shareholders' wealth. Overall, these findings highlight the implications of the textual sentiment of corporate disclosure for the forecasting of corporate investment and financing decisions. Our results have practical implications, since they shed light on the value relevance of the information content of major Securities Exchange Commission (SEC)-mandated 10-K filings.

Suggested Citation

  • Ahmed, Yousry & Elshandidy, Tamer, 2016. "The effect of bidder conservatism on M&A decisions: Text-based evidence from US 10-K filings," International Review of Financial Analysis, Elsevier, vol. 46(C), pages 176-190.
  • Handle: RePEc:eee:finana:v:46:y:2016:i:c:p:176-190
    DOI: 10.1016/j.irfa.2016.05.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1057521916300813
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.irfa.2016.05.006?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. Cronqvist, Henrik & Makhija, Anil K. & Yonker, Scott E., 2012. "Behavioral consistency in corporate finance: CEO personal and corporate leverage," Journal of Financial Economics, Elsevier, vol. 103(1), pages 20-40.
    2. Laurence Capron & Jung‐Chin Shen, 2007. "Acquisitions of private vs. public firms: Private information, target selection, and acquirer returns," Strategic Management Journal, Wiley Blackwell, vol. 28(9), pages 891-911, September.
    3. Morck, Randall & Shleifer, Andrei & Vishny, Robert W, 1990. "Do Managerial Objectives Drive Bad Acquisitions?," Journal of Finance, American Finance Association, vol. 45(1), pages 31-48, March.
    4. Frankel, Jeffrey & Saravelos, George, 2012. "Can leading indicators assess country vulnerability? Evidence from the 2008–09 global financial crisis," Journal of International Economics, Elsevier, vol. 87(2), pages 216-231.
    5. Owen A. Lamont & Christopher Polk, 2001. "The Diversification Discount: Cash Flows Versus Returns," Journal of Finance, American Finance Association, vol. 56(5), pages 1693-1721, October.
    6. Tim Loughran & Bill Mcdonald, 2014. "Measuring Readability in Financial Disclosures," Journal of Finance, American Finance Association, vol. 69(4), pages 1643-1671, August.
    7. Malcolm Baker & Jeffrey Wurgler, 2006. "Investor Sentiment and the Cross‐Section of Stock Returns," Journal of Finance, American Finance Association, vol. 61(4), pages 1645-1680, August.
    8. Officer, Micah S., 2007. "The price of corporate liquidity: Acquisition discounts for unlisted targets," Journal of Financial Economics, Elsevier, vol. 83(3), pages 571-598, March.
    9. Jegadeesh, Narasimhan & Wu, Di, 2013. "Word power: A new approach for content analysis," Journal of Financial Economics, Elsevier, vol. 110(3), pages 712-729.
    10. Reuer, Jeffrey J. & Ragozzino, Roberto, 2008. "Adverse selection and M&A design: The roles of alliances and IPOs," Journal of Economic Behavior & Organization, Elsevier, vol. 66(2), pages 195-212, May.
    11. Samarakoon, Lalith P., 2011. "Stock market interdependence, contagion, and the U.S. financial crisis: The case of emerging and frontier markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(5), pages 724-742.
    12. Yan, Shan, 2015. "Managerial attitudes and takeover outcomes: Evidence from corporate filings," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 35(C), pages 30-44.
    13. Fama, Eugene F, 1991. "Efficient Capital Markets: II," Journal of Finance, American Finance Association, vol. 46(5), pages 1575-1617, December.
    14. Alexandridis, George & Fuller, Kathleen P. & Terhaar, Lars & Travlos, Nickolaos G., 2013. "Deal size, acquisition premia and shareholder gains," Journal of Corporate Finance, Elsevier, vol. 20(C), pages 1-13.
    15. Paul C. Tetlock & Maytal Saar‐Tsechansky & Sofus Macskassy, 2008. "More Than Words: Quantifying Language to Measure Firms' Fundamentals," Journal of Finance, American Finance Association, vol. 63(3), pages 1437-1467, June.
    16. Micah S. Officer & Annette B. Poulsen & Mike Stegemoller, 2009. "Target-firm information asymmetry and acquirer returns," Review of Finance, European Finance Association, vol. 13(3), pages 467-493.
    17. Karampatsas, Nikolaos & Petmezas, Dimitris & Travlos, Nickolaos G., 2014. "Credit ratings and the choice of payment method in mergers and acquisitions," Journal of Corporate Finance, Elsevier, vol. 25(C), pages 474-493.
    18. Harford, Jarrad & Klasa, Sandy & Walcott, Nathan, 2009. "Do firms have leverage targets? Evidence from acquisitions," Journal of Financial Economics, Elsevier, vol. 93(1), pages 1-14, July.
    19. Schlingemann, Frederik P. & Stulz, Rene M. & Walkling, Ralph A., 2002. "Divestitures and the liquidity of the market for corporate assets," Journal of Financial Economics, Elsevier, vol. 64(1), pages 117-144, April.
    20. Feng Li, 2010. "The Information Content of Forward‐Looking Statements in Corporate Filings—A Naïve Bayesian Machine Learning Approach," Journal of Accounting Research, Wiley Blackwell, vol. 48(5), pages 1049-1102, December.
    21. Karl Lins & Henri Servaes, 1999. "International Evidence on the Value of Corporate Diversification," Journal of Finance, American Finance Association, vol. 54(6), pages 2215-2239, December.
    22. Martin, Kenneth J, 1996. "The Method of Payment in Corporate Acquisitions, Investment Opportunities, and Management Ownership," Journal of Finance, American Finance Association, vol. 51(4), pages 1227-1246, September.
    23. Tim Loughran & Bill McDonald, 2015. "The Use of Word Lists in Textual Analysis," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 16(1), pages 1-11, January.
    24. Levi, Maurice & Li, Kai & Zhang, Feng, 2014. "Director gender and mergers and acquisitions," Journal of Corporate Finance, Elsevier, vol. 28(C), pages 185-200.
    25. Loughran, Tim & McDonald, Bill, 2013. "IPO first-day returns, offer price revisions, volatility, and form S-1 language," Journal of Financial Economics, Elsevier, vol. 109(2), pages 307-326.
    26. Ran Duchin, 2010. "Cash Holdings and Corporate Diversification," Journal of Finance, American Finance Association, vol. 65(3), pages 955-992, June.
    27. Tom Arnold & Raymond P.H. Fishe & David North, 2010. "The Effects of Ambiguous Information on Initial and Subsequent IPO Returns," Financial Management, Financial Management Association International, vol. 39(4), pages 1497-1519, December.
    28. Kearney, Colm & Liu, Sha, 2014. "Textual sentiment in finance: A survey of methods and models," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 171-185.
    29. Diego García, 2013. "Sentiment during Recessions," Journal of Finance, American Finance Association, vol. 68(3), pages 1267-1300, June.
    30. Hutton, Irena & Jiang, Danling & Kumar, Alok, 2014. "Corporate Policies of Republican Managers," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(5-6), pages 1279-1310, December.
    31. Kewei Hou & David T. Robinson, 2006. "Industry Concentration and Average Stock Returns," Journal of Finance, American Finance Association, vol. 61(4), pages 1927-1956, August.
    32. Andres Almazan & Adolfo De Motta & Sheridan Titman & Vahap Uysal, 2010. "Financial Structure, Acquisition Opportunities, and Firm Locations," Journal of Finance, American Finance Association, vol. 65(2), pages 529-563, April.
    33. Moeller, Sara B. & Schlingemann, Frederik P. & Stulz, Rene M., 2004. "Firm size and the gains from acquisitions," Journal of Financial Economics, Elsevier, vol. 73(2), pages 201-228, August.
    34. Brad M. Barber & Terrance Odean, 2008. "All That Glitters: The Effect of Attention and News on the Buying Behavior of Individual and Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 785-818, April.
    35. Joseph E. Engelberg & Christopher A. Parsons, 2011. "The Causal Impact of Media in Financial Markets," Journal of Finance, American Finance Association, vol. 66(1), pages 67-97, February.
    36. Eckbo, B. Espen, 2009. "Bidding strategies and takeover premiums: A review," Journal of Corporate Finance, Elsevier, vol. 15(1), pages 149-178, February.
    37. Ang, James & Kohers, Ninon, 2001. "The Take-Over Market for Privately Held Companies: The US Experience," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 25(6), pages 723-748, November.
    38. Cláudia Custódio & Daniel Metzger, 2013. "How Do CEOs Matter? The Effect of Industry Expertise on Acquisition Returns," The Review of Financial Studies, Society for Financial Studies, vol. 26(8), pages 2008-2047.
    39. Duchin, Ran & Ozbas, Oguzhan & Sensoy, Berk A., 2010. "Costly external finance, corporate investment, and the subprime mortgage credit crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 418-435, September.
    40. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    41. Lang, Larry H P & Stulz, Rene M, 1994. "Tobin's q, Corporate Diversification, and Firm Performance," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1248-1280, December.
    42. Paul C. Tetlock, 2007. "Giving Content to Investor Sentiment: The Role of Media in the Stock Market," Journal of Finance, American Finance Association, vol. 62(3), pages 1139-1168, June.
    43. Werner Antweiler & Murray Z. Frank, 2004. "Is All That Talk Just Noise? The Information Content of Internet Stock Message Boards," Journal of Finance, American Finance Association, vol. 59(3), pages 1259-1294, June.
    44. Jarrad Harford, 1999. "Corporate Cash Reserves and Acquisitions," Journal of Finance, American Finance Association, vol. 54(6), pages 1969-1997, December.
    45. Manapol Ekkayokkaya & Phil Holmes & Krishna Paudyal, 2009. "Limited Information and the Sustainability of Unlisted‐Target Acquirers' Returns," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(9‐10), pages 1201-1227, November.
    46. Uysal, Vahap B., 2011. "Deviation from the target capital structure and acquisition choices," Journal of Financial Economics, Elsevier, vol. 102(3), pages 602-620.
    47. Kathleen Fuller & Jeffry Netter & Mike Stegemoller, 2002. "What Do Returns to Acquiring Firms Tell Us? Evidence from Firms That Make Many Acquisitions," Journal of Finance, American Finance Association, vol. 57(4), pages 1763-1793, August.
    48. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    49. Stephen P. Ferris & (Grace) Qing Hao & (Stella) Min-Yu Liao, 2013. "The Effect of Issuer Conservatism on IPO Pricing and Performance," Review of Finance, European Finance Association, vol. 17(3), pages 993-1027.
    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. Bassyouny, Hesham & Abdelfattah, Tarek & Tao, Lei, 2022. "Narrative disclosure tone: A review and areas for future research," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 49(C).
    2. Ahmed, Yousry & Elshandidy, Tamer, 2018. "Why do over-deviated firms from target leverage undertake foreign acquisitions?," International Business Review, Elsevier, vol. 27(2), pages 309-327.
    3. Ott, Christian, 2020. "The risks of mergers and acquisitions—Analyzing the incentives for risk reporting in Item 1A of 10-K filings," Journal of Business Research, Elsevier, vol. 106(C), pages 158-181.
    4. Mittal, Amit & Garg, Ajay Kumar, 2017. "Private information implications for acquirers and targets in horizontal mergers," MPRA Paper 85355, University Library of Munich, Germany.
    5. Simpson, Joseph J. & Sariol, Marcie, 2022. "Uncertainty, entrepreneurial orientation, and the pursuit of M&A: Managing the unpredictable," Journal of Business Research, Elsevier, vol. 142(C), pages 423-434.

    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. Yousry Ahmed & Tamer Elshandidy, 2021. "Effect of leverage deviation on choices and outcomes of public versus non‐public acquisitions," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 3436-3459, July.
    2. Anand, Abhinav & Basu, Sankarshan & Pathak, Jalaj & Thampy, Ashok, 2021. "The impact of sentiment on emerging stock markets," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 161-177.
    3. Christina Bannier & Thomas Pauls & Andreas Walter, 2019. "Content analysis of business communication: introducing a German dictionary," Journal of Business Economics, Springer, vol. 89(1), pages 79-123, February.
    4. Buehlmaier, Matthias M. M. & Zechner, Josef, 2016. "Financial media, price discovery, and merger arbitrage," CFS Working Paper Series 551, Center for Financial Studies (CFS).
    5. Yan Luo & Linying Zhou, 2020. "Textual tone in corporate financial disclosures: a survey of the literature," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 17(2), pages 101-110, September.
    6. Ahmad, Khurshid & Han, JingGuang & Hutson, Elaine & Kearney, Colm & Liu, Sha, 2016. "Media-expressed negative tone and firm-level stock returns," Journal of Corporate Finance, Elsevier, vol. 37(C), pages 152-172.
    7. An, Suwei, 2023. "Essays on incentive contracts, M&As, and firm risk," Other publications TiSEM dd97d2f5-1c9d-47c5-ba62-f, Tilburg University, School of Economics and Management.
    8. Ingrid E. Fisher & Margaret R. Garnsey & Mark E. Hughes, 2016. "Natural Language Processing in Accounting, Auditing and Finance: A Synthesis of the Literature with a Roadmap for Future Research," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 23(3), pages 157-214, July.
    9. Alexandridis, George & Chen, Zhong & Zeng, Yeqin, 2021. "Financial hedging and corporate investment," Journal of Corporate Finance, Elsevier, vol. 67(C).
    10. Tim Loughran & Bill Mcdonald, 2016. "Textual Analysis in Accounting and Finance: A Survey," Journal of Accounting Research, Wiley Blackwell, vol. 54(4), pages 1187-1230, September.
    11. Croci, Ettore & Petmezas, Dimitris, 2015. "Do risk-taking incentives induce CEOs to invest? Evidence from acquisitions," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 1-23.
    12. Jana P. Fidrmuc & Tereza Tykvova, 2023. "Are Acquirer Shareholders Happier when Their Industries Are Unhappy?," Swiss Finance Institute Research Paper Series 23-52, Swiss Finance Institute.
    13. Renneboog, Luc & Vansteenkiste, Cara, 2019. "Failure and success in mergers and acquisitions," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 650-699.
    14. Vegard Høghaug Larsen & Leif Anders Thorsrud, 2022. "Asset returns, news topics, and media effects," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(3), pages 838-868, July.
    15. Shams, Syed M.M. & Gunasekarage, Abeyratna & Colombage, Sisira R.N., 2013. "Does the organisational form of the target influence market reaction to acquisition announcements? Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 24(C), pages 89-108.
    16. Renault, Thomas, 2017. "Intraday online investor sentiment and return patterns in the U.S. stock market," Journal of Banking & Finance, Elsevier, vol. 84(C), pages 25-40.
    17. Jaffe, Jeffrey & Jindra, Jan & Pedersen, David & Voetmann, Torben, 2015. "Returns to acquirers of public and subsidiary targets," Journal of Corporate Finance, Elsevier, vol. 31(C), pages 246-270.
    18. Chouliaras, Andreas, 2015. "High Frequency Newswire Textual Sentiment: Evidence from international stock markets during the European Financial Crisis," MPRA Paper 62524, University Library of Munich, Germany.
    19. Robert W. Faff & Abeyratna Gunasekarage & Syed M. M. Shams, 2020. "Does takeover competition affect acquisition choices and bidding firm performance? Australian evidence," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(4), pages 3581-3619, December.
    20. Renneboog, Luc & Vansteenkiste, Cara, 2019. "Failure and success in mergers and acquisitions," Other publications TiSEM 9baa3ffc-67cb-4647-9da5-a, Tilburg University, School of Economics and Management.

    More about this item

    Keywords

    Textual sentiment; Bidders' conservative tone; Behavioural consistency theory; Risk averse; Payment method; Market reaction; Types of acquisitions;
    All these keywords.

    JEL classification:

    • G02 - Financial Economics - - General - - - Behavioral Finance: Underlying Principles
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

    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:finana:v:46:y:2016:i:c:p:176-190. 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/inca/620166 .

    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.