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A framework for identifying accounting characteristics for asset pricing models, with an evaluation of book‐to‐price

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  • Stephen H. Penman
  • Francesco Reggiani
  • Scott A. Richardson
  • İrem Tuna

Abstract

We provide a framework for identifying accounting numbers that indicate risk and expected return. Under specified accounting conditions for measuring earnings and book value, book‐to‐price (B/P) indicates expected returns, providing justification for B/P in asset pricing models. However, the framework also points to earnings‐to‐price (E/P) as a risk characteristic. Indeed, E/P, rather than B/P, is the relevant characteristic when there is no expected earnings growth, but the weight shifts to B/P with growth. Using this framework we resolve a puzzle: in contrast to previous empirical research, we find that leverage is positively associated with future returns, as predicted by theory.

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  • Stephen H. Penman & Francesco Reggiani & Scott A. Richardson & İrem Tuna, 2018. "A framework for identifying accounting characteristics for asset pricing models, with an evaluation of book‐to‐price," European Financial Management, European Financial Management Association, vol. 24(4), pages 488-520, September.
  • Handle: RePEc:bla:eufman:v:24:y:2018:i:4:p:488-520
    DOI: 10.1111/eufm.12171
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    2. Alexander P. Paton & Damien Cannavan & Stephen Gray & Khoa Hoang, 2020. "Analyst versus model‐based earnings forecasts: implied cost of capital applications," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(4), pages 4061-4092, December.
    3. Kathryn E. Easterday & Pradyot K. Sen, 2023. "Another look at the dividend-price relationship in the accounting valuation framework," Review of Quantitative Finance and Accounting, Springer, vol. 61(3), pages 879-925, October.
    4. Bartram, Söhnke M. & Grinblatt, Mark, 2021. "Global market inefficiencies," Journal of Financial Economics, Elsevier, vol. 139(1), pages 234-259.
    5. Guillaume Coqueret, 2022. "Characteristics-driven returns in equilibrium," Papers 2203.07865, arXiv.org.
    6. Penman, Stephen & Zhang, Xiao-Jun, 2020. "A theoretical analysis connecting conservative accounting to the cost of capital," Journal of Accounting and Economics, Elsevier, vol. 69(1).
    7. Atif Ellahie, 2021. "Earnings beta," Review of Accounting Studies, Springer, vol. 26(1), pages 81-122, March.
    8. Stephen H. Penman & Nir Yehuda, 2019. "A Matter of Principle: Accounting Reports Convey Both Cash-Flow News and Discount-Rate News," Management Science, INFORMS, vol. 65(12), pages 5584-5602, December.
    9. Penman, Stephen & Zhu, Julie, 2022. "An accounting-based asset pricing model and a fundamental factor," Journal of Accounting and Economics, Elsevier, vol. 73(2).
    10. Kewei Hou & Haitao Mo & Chen Xue & Lu Zhang, 2019. "Security Analysis: An Investment Perspective," NBER Working Papers 26060, National Bureau of Economic Research, Inc.
    11. Atif Ellahie & Xiaoxia Peng, 2021. "Management forecasts of volatility," Review of Accounting Studies, Springer, vol. 26(2), pages 620-655, June.
    12. Stephen Penman & Julie Zhu & Haofei Wang, 2023. "The implied cost of capital: accounting for growth," Review of Quantitative Finance and Accounting, Springer, vol. 61(3), pages 1029-1056, October.
    13. Stefan Dierkes & Ulrich Schäfer, 2021. "Valuation of firms with multiple business units," Journal of Business Economics, Springer, vol. 91(4), pages 401-432, May.

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