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Causal inference in empirical archival financial accounting research

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  • Gassen, Joachim

Abstract

This study discusses the challenges and opportunities of establishing causal inference in empirical archival financial accounting research. Causal inference requires identification of a theoretically predicted causal mechanism in a research setting optimized to avoid endogenous causes and using a suitable statistical inference strategy. After briefly describing potential research design strategies, I analyze the frequency of causal studies published in leading business and economics journals. I identify causal studies by their abstract including an explicit reference to their causal nature and find that they are significantly more common in the areas of economics and finance compared to other business-oriented research disciplines like accounting. Also, the extent to which research designs are optimized for causal inference differs significantly between causal empirical archival studies in the area of financial accounting and finance. I discuss potential reasons for this gap and make some suggestions on how the demand for and supply of well-designed causal studies in the area of empirical archival financial accounting research might be increased.

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  • Gassen, Joachim, 2014. "Causal inference in empirical archival financial accounting research," Accounting, Organizations and Society, Elsevier, vol. 39(7), pages 535-544.
  • Handle: RePEc:eee:aosoci:v:39:y:2014:i:7:p:535-544
    DOI: 10.1016/j.aos.2013.10.004
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    5. Plöckinger, Martin & Aschauer, Ewald & Hiebl, Martin R.W. & Rohatschek, Roman, 2016. "The influence of individual executives on corporate financial reporting: A review and outlook from the perspective of upper echelons theory," Journal of Accounting Literature, Elsevier, vol. 37(C), pages 55-75.
    6. Florian Eugster, 2020. "Endogeneity and the Dynamics of Voluntary Disclosure Quality: Is there Really an Effect on the Cost of Equity Capital?," Contemporary Accounting Research, John Wiley & Sons, vol. 37(4), pages 2590-2614, December.
    7. Johannes Thesing & Patrick Velte, 2021. "Do fair value measurements affect accounting-based earnings quality? A literature review with a focus on corporate governance as moderator," Journal of Business Economics, Springer, vol. 91(7), pages 965-1004, September.
    8. Christian Gross, 2016. "The Effect of the German Accounting Law Modernization Act on the Comparability of Private Local GAAP and IFRS Firms," Schmalenbach Business Review, Springer;Schmalenbach-Gesellschaft, vol. 17(3), pages 423-460, December.
    9. Satyam Kumar & Yelleti Vivek & Vadlamani Ravi & Indranil Bose, 2023. "Causal Inference for Banking Finance and Insurance A Survey," Papers 2307.16427, arXiv.org.
    10. David J. Rapp & Michael Olbrich & Florian Follert, 2019. "Zur Internationalisierung der Rechnungswesenforschung im deutschen Sprachraum – eine Analyse von AAA- und EAA-Jahreskonferenzen 1998–2015 [On the Internationalization of Accounting Research in the ," Schmalenbach Journal of Business Research, Springer, vol. 71(1), pages 79-105, March.

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