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A Cautionary Note on the Use of Accounting Semi-Identity-Based Models

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  • Francisco Javier Sánchez-Vidal

    (Departamento de Economía, Contabilidad y Finanzas, Facultad de Ciencias Empresariales, Universidad Politécnica de Cartagena, 30201 Cartagena, Spain)

Abstract

This study employs a Monte Carlo simulation to see whether accounting identity problems are present in the Fazzari, Hubbard, and Petersen model (1988). The Monte Carlo simulation generates 50,000 random cash flows, Tobin’s Q, and error term variables, which shape an investment variable that is dependent on them. Cash flows and investments are linked by a partial accounting identity, also known as an accounting semi-identity (ASI). An accounting identity is, for example, an equality between the left and right sides of a balance sheet. An ASI is not a complete one since one or more components of the accounting identity are missing. The estimated coefficients of an ASI do not represent reality, according to the OLS estimations. The regression tells us less about causality the closer the data are to the accounting identity. This is the first time that the biases of OLS estimations in an ASI-based model have been demonstrated.

Suggested Citation

  • Francisco Javier Sánchez-Vidal, 2023. "A Cautionary Note on the Use of Accounting Semi-Identity-Based Models," JRFM, MDPI, vol. 16(9), pages 1-14, August.
    • Handle: RePEc:gam:jjrfmx:v:16:y:2023:i:9:p:389-:d:1229472
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    References listed on IDEAS

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    1. Machokoto, Michael & Tanveer, Umair & Ishaq, Shamaila & Areneke, Geofry, 2021. "Decreasing investment-cash flow sensitivity: Further UK evidence," Finance Research Letters, Elsevier, vol. 38(C).
    2. Brown, James R. & Petersen, Bruce C., 2009. "Why has the investment-cash flow sensitivity declined so sharply? Rising R&D and equity market developments," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 971-984, May.
    3. Jesus Felipe & Rana Hasan & J. S. L. McCombie, 2008. "Correcting for biases when estimating production functions: an illusion of the laws of algebra?," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 32(3), pages 441-459, May.
    4. Louis de Mesnard, 2023. "Input-output price indexes: forgoing the Leontief and Ghosh models," Post-Print hal-04008405, HAL.
    5. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    6. Shaikh, Anwar, 1974. "Laws of Production and Laws of Algebra: The Humbug Production Function," The Review of Economics and Statistics, MIT Press, vol. 56(1), pages 115-120, February.
    7. Guariglia, Alessandra, 2008. "Internal financial constraints, external financial constraints, and investment choice: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1795-1809, September.
    8. Nephil Matangi Maskay & Sven Steinkamp & Frank Westermann, 2018. "Do Foreign Currency Accounts Help Relax Credit Constraints? Evidence from Nepal," Pacific Economic Review, Wiley Blackwell, vol. 23(3), pages 464-489, August.
    9. Chen, Huafeng (Jason) & Chen, Shaojun (Jenny), 2012. "Investment-cash flow sensitivity cannot be a good measure of financial constraints: Evidence from the time series," Journal of Financial Economics, Elsevier, vol. 103(2), pages 393-410.
    10. Carpenter, Robert E. & Guariglia, Alessandra, 2008. "Cash flow, investment, and investment opportunities: New tests using UK panel data," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1894-1906, September.
    11. Peters, Ryan H. & Taylor, Lucian A., 2017. "Intangible capital and the investment-q relation," Journal of Financial Economics, Elsevier, vol. 123(2), pages 251-272.
    12. McCallum, John, 1995. "National Borders Matter: Canada-U.S. Regional Trade Patterns," American Economic Review, American Economic Association, vol. 85(3), pages 615-623, June.
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