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On the Structure of Analyst Research Portfolios and Forecast Accuracy

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  • OMESH KINI
  • SHEHZAD MIAN
  • MICHAEL REBELLO
  • ANAND VENKATESWARAN

Abstract

This study provides insights into the forces and constraints that shape analyst research coverage along country and sector dimensions and the impact of the structure of an analyst's portfolio on forecast accuracy. We find that analyst specialization by country and sector is sensitive to the extent to which firms within a country or sector and firms across country‐sectors are exposed to common economic forces, the potential for revenue generation, and broker culture. Our tests indicate that existing research on the relation between analyst portfolio structure and forecast accuracy may suffer from an endogeneity bias. We use our analysis of analyst specialization to develop controls for this bias. Once we employ these controls, we find that country diversification is associated with superior forecast accuracy. However, the relation between sector diversification and forecast accuracy is context‐specific. Specifically, sector diversification enhances forecast accuracy in an international context, while it detracts from forecast accuracy in a domestic U.S. context.

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  • Omesh Kini & Shehzad Mian & Michael Rebello & Anand Venkateswaran, 2009. "On the Structure of Analyst Research Portfolios and Forecast Accuracy," Journal of Accounting Research, Wiley Blackwell, vol. 47(4), pages 867-909, September.
  • Handle: RePEc:bla:joares:v:47:y:2009:i:4:p:867-909
    DOI: 10.1111/j.1475-679X.2009.00338.x
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    17. Amor-Tapia, Borja & Tascón Fernández, María T., 2014. "Estimation of future levels and changes in profitability: The effect of the relative position of the firm in its industry and the operating-financing disaggregation," Revista de Contabilidad - Spanish Accounting Review, Elsevier, vol. 17(1), pages 30-46.
    18. Danling Jiang & Alok Kumar & Kelvin K. F. Law, 2016. "Political contributions and analyst behavior," Review of Accounting Studies, Springer, vol. 21(1), pages 37-88, March.
    19. Gabriela Victoria ANGHELACHE & Prof. Vladimir MODRAK & Madalina Gabriela ANGHEL & Marius POPOVICI, 2016. "Portfolio Management and Predictability," Romanian Statistical Review Supplement, Romanian Statistical Review, vol. 64(1), pages 59-63, January.
    20. Xiaomeng Chen & Meiting Lu & Yaowen Shan & Yizhou Zhang, 2021. "Australian evidence on analysts' cash flow forecasts: issuance, accuracy and usefulness," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(1), pages 3-50, March.
    21. Madalina-Gabriela ANGHEL & Luminita Madalina CALOTA, 2016. "Statistical-econometric model used in performance analysis of the company," Romanian Statistical Review Supplement, Romanian Statistical Review, vol. 64(10), pages 33-40, October.
    22. Volkan Muslu & Michael Rebello & Yexiao Xu, 2014. "Sell‐Side Analyst Research and Stock Comovement," Journal of Accounting Research, Wiley Blackwell, vol. 52(4), pages 911-954, September.
    23. 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).

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