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Improvement in clinical trial disclosures and analysts’ forecast accuracy: evidence from the pharmaceutical industry

Author

Listed:
  • Maggie Hao

    (University of Houston Clear Lake)

  • Dana A. Forgione

    (University of Texas at San Antonio)

  • Liang Guo

    (California State University, San Bernardino)

  • Hongxian Zhang

    (Missouri University of Science and Technology)

Abstract

This paper examines whether financial analysts use the information contained in clinical trial disclosures to improve their forecast accuracy for pharmaceutical companies. Findings indicate that the improved clinical trial disclosures due to a quasi-regulation issued by the International Committee of Medical Journal Editors (ICMJE) significantly reduce analysts’ long-term forecast error. In addition, a propensity-score matching analysis provides additional strong evidence that issuance of the 2005 ICMJE’s regulation is accompanied by an average 45 % decrease in long-term forecast error, and a more than 50 % decrease in long-term forecast dispersion. This study contributes to the accounting literature regarding nonfinancial disclosures by providing the first insights into financial analysts’ use of clinical trial disclosures in their forecasts of future earnings. In addition, because the major event examined in this study is a quasi-regulation issued by the ICMJE, we provide additional insights on the effectiveness of industry-initiated regulations (or quasi-regulations) on nonfinancial disclosure practice.

Suggested Citation

  • Maggie Hao & Dana A. Forgione & Liang Guo & Hongxian Zhang, 2017. "Improvement in clinical trial disclosures and analysts’ forecast accuracy: evidence from the pharmaceutical industry," Review of Quantitative Finance and Accounting, Springer, vol. 49(3), pages 785-810, October.
  • Handle: RePEc:kap:rqfnac:v:49:y:2017:i:3:d:10.1007_s11156-016-0608-7
    DOI: 10.1007/s11156-016-0608-7
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    as
    1. Brown, Ld & Richardson, Gd & Schwager, Sj, 1987. "An Information Interpretation Of Financial Analyst Superiority In Forecasting Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 25(1), pages 49-67.
    2. Karim Jamal & Michael Maier & Shyam Sunder, 2003. "Privacy in E‐Commerce: Development of Reporting Standards, Disclosure, and Assurance Services in an Unregulated Market," Journal of Accounting Research, Wiley Blackwell, vol. 41(2), pages 285-309, May.
    3. Ole‐Kristian Hope, 2003. "Disclosure Practices, Enforcement of Accounting Standards, and Analysts' Forecast Accuracy: An International Study," Journal of Accounting Research, Wiley Blackwell, vol. 41(2), pages 235-272, May.
    4. Karim Jamal & Michael Maier & Shyam Sunder, 2005. "Enforced Standards Versus Evolution by General Acceptance: A Comparative Study of E‐Commerce Privacy Disclosure and Practice in the United States and the United Kingdom," Journal of Accounting Research, Wiley Blackwell, vol. 43(1), pages 73-96, March.
    5. Bixia Xu & Michel L. Magnan & Paul E. André, 2007. "The Stock Market Valuation of R&D Information in Biotech Firms," Contemporary Accounting Research, John Wiley & Sons, vol. 24(4), pages 1291-1318, December.
    6. Henry Grabowski, 2002. "Patents, Innovation and Access to New Pharmaceuticals," Journal of International Economic Law, Oxford University Press, vol. 5(4), pages 849-860, December.
    7. Amir, Eli & Lev, Baruch, 1996. "Value-relevance of nonfinancial information: The wireless communications industry," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 3-30, October.
    8. Carolyn Heinrich & Alessandro Maffioli & Gonzalo Vázquez, 2010. "A Primer for Applying Propensity-Score Matching," SPD Working Papers 1005, Inter-American Development Bank, Office of Strategic Planning and Development Effectiveness (SPD).
    9. Grabowski, Henry, 2002. "Patents, Innovation and Access to New Pharmaceuticals," Working Papers 02-28, Duke University, Department of Economics.
    10. Givoly, Dan & Lakonishok, Josef, 1979. "The information content of financial analysts' forecasts of earnings: Some evidence on semi-strong inefficiency," Journal of Accounting and Economics, Elsevier, vol. 1(3), pages 165-185, December.
    11. Dye, Ronald A., 2001. "An evaluation of "essays on disclosure" and the disclosure literature in accounting," Journal of Accounting and Economics, Elsevier, vol. 32(1-3), pages 181-235, December.
    12. Bhattacharya, Utpal & Daouk, Hazem & Welker, Michael, 2003. "The World Price of Earnings Opacity," Working Papers 127185, Cornell University, Department of Applied Economics and Management.
    13. 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.
    14. Abarbanell, JS & Bushee, BJ, 1997. "Fundamental analysis, future earnings, and stock prices," Journal of Accounting Research, Wiley Blackwell, vol. 35(1), pages 1-24.
    15. Kadapakkam, Palani-Rajan & Zhang, Hongxian, 2014. "Investor ignorance in markets for worthless stocks," Journal of Financial Markets, Elsevier, vol. 19(C), pages 197-218.
    16. 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.
    17. Uday Chandra & Andrew Procassini & Gregory Waymire, 1999. "The Use of Trade Association Disclosures by Investors and Analysts: Evidence from the Semiconductor Industry," Contemporary Accounting Research, John Wiley & Sons, vol. 16(4), pages 643-670, December.
    18. Liang Guo & Ya Dai & Donald Lien, 2016. "The effects of China’s split-share reform on firms’ capital structure choice," Applied Economics, Taylor & Francis Journals, vol. 48(27), pages 2530-2549, June.
    19. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    20. Elisabeta Pana & Sascha Vitzthum & David Willis, 2015. "The impact of internet-based services on credit unions: a propensity score matching approach," Review of Quantitative Finance and Accounting, Springer, vol. 44(2), pages 329-352, February.
    21. Dedman, Elisabeth & Lin, Stephen W.-J & Prakash, Arun J. & Chang, Chun-Hao, 2008. "Voluntary disclosure and its impact on share prices: Evidence from the UK biotechnology sector," Journal of Accounting and Public Policy, Elsevier, vol. 27(3), pages 195-216.
    22. Robert G. Eccles & George Serafeim & Michael P. Krzus, 2011. "Market Interest in Nonfinancial Information," Journal of Applied Corporate Finance, Morgan Stanley, vol. 23(4), pages 113-127, December.
    23. Guo, Liang, 2013. "Determinants of credit spreads: The role of ambiguity and information uncertainty," The North American Journal of Economics and Finance, Elsevier, vol. 24(C), pages 279-297.
    24. Robert G. Eccles & Michael P. Krzus & George Serafeim, 2011. "Market Interest in Nonfinancial Information," Harvard Business School Working Papers 12-018, Harvard Business School.
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    More about this item

    Keywords

    Non-financial disclosure; Analyst forecast accuracy; Clinical trial disclosures; Pharmaceutical companies;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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