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Does analyst information influence the cost of debt? Some international evidence

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  • Ferrer, Elena
  • Santamaría, Rafael
  • Suárez, Nuria

Abstract

We examine the contribution of analyst forecasting accuracy in reducing the average total cost of debt to firms. Our results reinforce the importance of analyst accuracy as a mechanism for reducing information asymmetries in the market, which is important to increase firms’ access to available investment funding. A significant level of institutional and bank-held ownership serves as a substitution mechanism which mitigates the capacity of analyst accuracy to reduce information risk. External governance mechanisms also moderate the role played by analyst accuracy in the reduction of the cost of corporate debt. Our empirical findings are robust to different model specifications including the potential effect of the legal origin, to the consideration of an alternative proxy for the total cost of debt, to the inclusion of additional analyst-characteristics and stock-level characteristics.

Suggested Citation

  • Ferrer, Elena & Santamaría, Rafael & Suárez, Nuria, 2019. "Does analyst information influence the cost of debt? Some international evidence," International Review of Economics & Finance, Elsevier, vol. 64(C), pages 323-342.
    • Handle: RePEc:eee:reveco:v:64:y:2019:i:c:p:323-342
    DOI: 10.1016/j.iref.2019.07.005
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    1. Elyasiani, Elyas & Jia, Jingyi (Jane) & Mao, Connie X., 2010. "Institutional ownership stability and the cost of debt," Journal of Financial Markets, Elsevier, vol. 13(4), pages 475-500, November.
    2. Boubakri, Narjess & Ghouma, Hatem, 2010. "Control/ownership structure, creditor rights protection, and the cost of debt financing: International evidence," Journal of Banking & Finance, Elsevier, vol. 34(10), pages 2481-2499, October.
    3. Dell'Ariccia, Giovanni & Detragiache, Enrica & Rajan, Raghuram, 2008. "The real effect of banking crises," Journal of Financial Intermediation, Elsevier, vol. 17(1), pages 89-112, January.
    4. Shleifer, Andrei & Vishny, Robert W, 1997. "A Survey of Corporate Governance," Journal of Finance, American Finance Association, vol. 52(2), pages 737-783, June.
    5. Jeong-Bon Kim & Byron Song & Judy Tsui, 2013. "Auditor size, tenure, and bank loan pricing," Review of Quantitative Finance and Accounting, Springer, vol. 40(1), pages 75-99, January.
    6. 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.
    7. Engelberg, Joseph & Gao, Pengjie & Parsons, Christopher A., 2012. "Friends with money," Journal of Financial Economics, Elsevier, vol. 103(1), pages 169-188.
    8. Robert M. Bushman & Abbie J. Smith & Regina Wittenberg‐Moerman, 2010. "Price Discovery and Dissemination of Private Information by Loan Syndicate Participants," Journal of Accounting Research, Wiley Blackwell, vol. 48(5), pages 921-972, December.
    9. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    10. Ting Chen & Xiumin Martin, 2011. "Do Bank‐Affiliated Analysts Benefit from Lending Relationships?," Journal of Accounting Research, Wiley Blackwell, vol. 49(3), pages 633-675, June.
    11. Rajan, Raghuram G, 1992. "Insiders and Outsiders: The Choice between Informed and Arm's-Length Debt," Journal of Finance, American Finance Association, vol. 47(4), pages 1367-1400, September.
    12. Christopher S. Armstrong & John E. Core & Daniel J. Taylor & Robert E. Verrecchia, 2011. "When Does Information Asymmetry Affect the Cost of Capital?," Journal of Accounting Research, Wiley Blackwell, vol. 49(1), pages 1-40, March.
    13. Anderson, Ronald C. & Mansi, Sattar A. & Reeb, David M., 2004. "Board characteristics, accounting report integrity, and the cost of debt," Journal of Accounting and Economics, Elsevier, vol. 37(3), pages 315-342, September.
    14. Iftekhar Hasan & Jong Chool Park & Qiang Wu, 2012. "The Impact of Earnings Predictability on Bank Loan Contracting," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 39(7-8), pages 1068-1101, September.
    15. Laurence Booth & Varouj Aivazian & Asli Demirguc‐Kunt & Vojislav Maksimovic, 2001. "Capital Structures in Developing Countries," Journal of Finance, American Finance Association, vol. 56(1), pages 87-130, February.
    16. Chiou, Chyi-Lun & Shu, Pei-Gi, 2017. "Overvaluation and the cost of bank debt," International Review of Economics & Finance, Elsevier, vol. 48(C), pages 235-254.
    17. Cassar, Gavin & Ittner, Christopher D. & Cavalluzzo, Ken S., 2015. "Alternative information sources and information asymmetry reduction: Evidence from small business debt," Journal of Accounting and Economics, Elsevier, vol. 59(2), pages 242-263.
    18. Auke de Bos & Han Donker, 2004. "Monitoring Accounting Changes: empirical evidence from the Netherlands," Corporate Governance: An International Review, Wiley Blackwell, vol. 12(1), pages 60-73, January.
    19. Timothy S. Doupnik, 2008. "Influence of Culture on Earnings Management: A Note," Abacus, Accounting Foundation, University of Sydney, vol. 44(3), pages 317-340, September.
    20. repec:bla:jfinan:v:59:y:2004:i:4:p:1553-1583 is not listed on IDEAS
    21. Corredor, Pilar & Ferrer, Elena & Santamaria, Rafael, 2013. "Investor sentiment effect in stock markets: Stock characteristics or country-specific factors?," International Review of Economics & Finance, Elsevier, vol. 27(C), pages 572-591.
    22. Mr. Fabian Valencia & Mr. Luc Laeven, 2012. "Systemic Banking Crises Database: An Update," IMF Working Papers 2012/163, International Monetary Fund.
    23. Paul Hribar & John McInnis, 2012. "Investor Sentiment and Analysts' Earnings Forecast Errors," Management Science, INFORMS, vol. 58(2), pages 293-307, February.
    24. Pittman, Jeffrey A. & Fortin, Steve, 2004. "Auditor choice and the cost of debt capital for newly public firms," Journal of Accounting and Economics, Elsevier, vol. 37(1), pages 113-136, February.
    25. Roberts, Gordon & Yuan, Lianzeng (Edward), 2010. "Does institutional ownership affect the cost of bank borrowing?," Journal of Economics and Business, Elsevier, vol. 62(6), pages 604-626, November.
    26. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    27. Higgins, Huong, 2013. "Can securities analysts forecast intangible firms’ earnings?," International Journal of Forecasting, Elsevier, vol. 29(1), pages 155-174.
    28. Chang-Yi Hsu & Jean Yu & Shiow-Ying Wen, 2013. "The Analysts' Forecast of IPO Firms during the Global Financial Crisis," International Journal of Economics and Financial Issues, Econjournals, vol. 3(3), pages 673-682.
    29. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    30. Corredor, Pilar & Ferrer, Elena & Santamaria, Rafael, 2014. "Is cognitive bias really present in analyst forecasts? The role of investor sentiment," International Business Review, Elsevier, vol. 23(4), pages 824-837.
    31. Kenneth J. Rediker & Anju Seth, 1995. "Boards of directors and substitution effects of alternative governance mechanisms," Strategic Management Journal, Wiley Blackwell, vol. 16(2), pages 85-99.
    32. Aaron Crabtree & John Maher, 2005. "Earnings Predictability, Bond Ratings, and Bond Yields," Review of Quantitative Finance and Accounting, Springer, vol. 25(3), pages 233-253, November.
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