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The influence of strategic patterns of internationalization on the accuracy and bias of earnings forecasts by financial analysts

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  • Mauri, Alfredo J.
  • Lin, Jing
  • Neiva De Figueiredo, João

Abstract

This paper examines how financial analysts’ earnings per share forecasts are affected by strategic patterns that multinational firms have used to expand abroad. Prior empirical studies have examined a firm's internationalization level as a one-dimensional construct involving increased task complexity for financial analysts’ forecasting and therefore resulting in lower accuracy and greater optimistic bias in earnings forecasts. In contrast, we use two strategic patterns of internationalization associated with geographic dispersion and cross-border integration to characterize a firm's international strategy, and find different empirical results using a sample of U.S. public companies with domestic and international operations. The empirical evidence suggests that geographic dispersion contributes to increases in forecasting accuracy and decreases in optimistic bias. Further, the results support that cross-border integration leads to decreases in forecasting accuracy. The two strategic patterns of internationalization are a consequence of managerial choices and therefore these results are important for managers, investors and shareholders as they help explain the linkages between international strategies and earnings forecasts by financial analysts.

Suggested Citation

  • Mauri, Alfredo J. & Lin, Jing & Neiva De Figueiredo, João, 2013. "The influence of strategic patterns of internationalization on the accuracy and bias of earnings forecasts by financial analysts," International Business Review, Elsevier, vol. 22(4), pages 725-735.
  • Handle: RePEc:eee:iburev:v:22:y:2013:i:4:p:725-735
    DOI: 10.1016/j.ibusrev.2012.11.002
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    1. Alfredo J. Mauri, 2009. "Influence of MNC Network Configuration Patterns on the Volatility of Firm Performance," Management International Review, Springer, vol. 49(6), pages 691-707, December.
    2. Collins, Dw, 1976. "Predicting Earnings With Sub-Entity Data - Some Further Evidence," Journal of Accounting Research, Wiley Blackwell, vol. 14(1), pages 163-177.
    3. Sumantra Ghoshal, 1987. "Global strategy: An organizing framework," Strategic Management Journal, Wiley Blackwell, vol. 8(5), pages 425-440, September.
    4. Terence Lim, 2001. "Rationality and Analysts' Forecast Bias," Journal of Finance, American Finance Association, vol. 56(1), pages 369-385, February.
    5. Balakrishnan, R & Harris, Ts & Sen, Pk, 1990. "The Predictive Ability Of Geographic Segment Disclosures," Journal of Accounting Research, Wiley Blackwell, vol. 28(2), pages 305-325.
    6. Hughes, John S. & Logue, Dennis E. & Sweeney, Richard James, 1975. "Corporate International Diversification and Market Assigned Measures of Risk and Diversification," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 10(4), pages 627-637, November.
    7. Vojislav Maksimovic & Gordon Phillips, 2002. "Do Conglomerate Firms Allocate Resources Inefficiently Across Industries? Theory and Evidence," Journal of Finance, American Finance Association, vol. 57(2), pages 721-767, April.
    8. Chuck C Y Kwok & David M Reeb, 2000. "Internationalization and Firm Risk: An Upstream-Downstream Hypothesis," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 31(4), pages 611-629, December.
    9. Sumantra Ghoshal & Nitin Nohria, 1989. "Internal differentiation within multinational corporations," Strategic Management Journal, Wiley Blackwell, vol. 10(4), pages 323-337, July.
    10. Patricia M. Dechow & Amy P. Hutton & Richard G. Sloan, 2000. "The Relation between Analysts' Forecasts of Long†Term Earnings Growth and Stock Price Performance Following Equity Offerings," Contemporary Accounting Research, John Wiley & Sons, vol. 17(1), pages 1-32, March.
    11. Stephen J. Kobrin, 1991. "An empirical analysis of the determinants of global integration," Strategic Management Journal, Wiley Blackwell, vol. 12(S1), pages 17-31, June.
    12. Mauri, Alfredo J. & Sambharya, Rakesh B., 2001. "The impact of global integration on MNC performance: evidence from global industries," International Business Review, Elsevier, vol. 10(4), pages 441-454, August.
    13. Anne-Wil Harzing, 2000. "An Empirical Analysis and Extension of the Bartlett and Ghoshal Typology of Multinational Companies," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 31(1), pages 101-120, March.
    14. Subramanian Rangan & Metin Sengul, 2009. "Information technology and transnational integration: Theory and evidence on the evolution of the modern multinational enterprise," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(9), pages 1496-1514, December.
    15. Clement, Michael B., 1999. "Analyst forecast accuracy: Do ability, resources, and portfolio complexity matter?," Journal of Accounting and Economics, Elsevier, vol. 27(3), pages 285-303, July.
    16. Mauri, Alfredo J. & Neiva de Figueiredo, João, 2012. "Strategic Patterns of Internationalization and Performance Variability: Effects of US-Based MNC Cross-Border Dispersion, Integration, and Outsourcing," Journal of International Management, Elsevier, vol. 18(1), pages 38-51.
    17. Abarbanell, JS & Bushee, BJ, 1997. "Fundamental analysis, future earnings, and stock prices," Journal of Accounting Research, Wiley Blackwell, vol. 35(1), pages 1-24.
    18. Tihanyi, Laszlo & Thomas, Wayne B., 2005. "Information-processing demands and the multinational enterprise: a comparison of foreign and domestic earnings estimates," Journal of Business Research, Elsevier, vol. 58(3), pages 285-292, March.
    19. Toni M. Whited, 2001. "Is It Inefficient Investment that Causes the Diversification Discount?," Journal of Finance, American Finance Association, vol. 56(5), pages 1667-1691, October.
    20. McNichols, M & O'Brien, PC, 1997. "Self-selection and analyst coverage," Journal of Accounting Research, Wiley Blackwell, vol. 35, pages 167-199.
    21. Agmon, Tamir & Lessard, Donald R, 1977. "Investor Recognition of Corporate International Diversification," Journal of Finance, American Finance Association, vol. 32(4), pages 1049-1055, September.
    22. Qian, Gongming, 1996. "The effect of multinationality measures upon the risk-return performance of US firms," International Business Review, Elsevier, vol. 5(3), pages 247-265, June.
    23. Bhushan, Ravi, 1989. "Firm characteristics and analyst following," Journal of Accounting and Economics, Elsevier, vol. 11(2-3), pages 255-274, July.
    24. 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.
    25. Bruce Kogut & Nalin Kulatilaka, 1994. "Operating Flexibility, Global Manufacturing, and the Option Value of a Multinational Network," Management Science, INFORMS, vol. 40(1), pages 123-139, January.
    26. Tony W Tong & Jeffrey J Reuer, 2007. "Real options in multinational corporations: organizational challenges and risk implications," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(2), pages 215-230, March.
    27. Julius H Johnson, 1995. "An Empirical Analysis of the Integration-Responsiveness Framework: U.S. Construction Equipment Industry Firms in Global Competition," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 26(3), pages 621-635, September.
    28. Hayes, RM, 1998. "The impact of trading commission incentives on analysts' stock coverage decisions and earnings forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 36(2), pages 299-320.
    29. Bradshaw, Mark T. & Richardson, Scott A. & Sloan, Richard G., 2006. "The relation between corporate financing activities, analysts' forecasts and stock returns," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 53-85, October.
    30. David M Reeb & Chuck C Y Kwok & H Young Baek, 1998. "Systematic Risk of the Multinational Corporation," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 29(2), pages 263-279, June.
    31. García-Meca, Emma & Sánchez-Ballesta, Juan Pedro, 2006. "Influences on financial analyst forecast errors: A meta-analysis," International Business Review, Elsevier, vol. 15(1), pages 29-52, February.
    32. Kendall Roth & Allen J Morrison, 1990. "An Empirical Analysis of the Integration-Responsiveness Framework in Global Industries," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 21(4), pages 541-564, December.
    33. Grøgaard, Birgitte, 2012. "Alignment of strategy and structure in international firms: An empirical examination," International Business Review, Elsevier, vol. 21(3), pages 397-407.
    34. Kendall Roth & David M Schweiger & Allen J Morrison, 1991. "Global Strategy Implementation at the Business Unit Level: Operational Capabilities and Administrative Mechanisms," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 22(3), pages 369-402, September.
    35. Rajan, Raghuram & Servaes, Henri, 1997. "Analyst Following of Initial Public Offerings," Journal of Finance, American Finance Association, vol. 52(2), pages 507-529, June.
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