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Accounting Research in the Age of AI

Authors: Keloharju, Matti; Keloharju, Roope;

Accounting Research in the Age of AI

Abstract

Recent developments in artificial intelligence raise fundamental questions about the future of academic accounting research. Using insights from institutional theory, existing institutional structures, and interviews with senior editors and PhD program chairs, we examine how AI advancements may transform accounting research and its supporting institutions. Our analysis highlights four key findings. First, we identify two dimensions where humans can maintain advantages over AI: higher-order reasoning skills and control over data access. AI may reshape research methods and topics based on these advantages, making quantitative studies where neither dimension offers strong protection from AI particularly vulnerable to competition. Second, AI may challenge traditional publishing processes, as lengthy review times risk making research obsolete in a rapidly evolving field. Third, AI may transform doctoral education by emphasizing selection and training of students along the two dimensions where humans can maintain advantages over AI. Fourth and last, these changes may be shaped by broader institutional forces, such as major publishers whose standardized platforms and policies may not fully serve accounting research needs. While our analysis assumes gradual AI progress allowing time for adaptation, we also consider scenarios of faster AI advancement that could create more dramatic disruption. Our findings suggest that accounting research institutions appear remarkably unprepared for these changes.

Keywords

doctoral education, ddc:330, academic career, publishing, artificial intelligence, Accounting research, research method

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Powered by OpenAIRE graph
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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