Accounting Rules and the Labor Market for Accountants
ABSTRACT In this study, I explore how accounting rules—in particular the restrictiveness of GAAP—have impacted the labor market for accountants. I find that when the rules become more restrictive, there are fewer students majoring in accounting and fewer accountants and auditors overall. The overall number of accounting positions that firms recruit for
ANTHONY LE
wiley +1 more source
Human + AI in Accounting: Early Evidence from the Field
ABSTRACT This paper provides early evidence on the integration and impact of generative artificial intelligence (GenAI) in accounting at the accountant and task levels. Using survey data from 277 professional accountants, we document substantial heterogeneity in adoption patterns, perceived benefits, and concerns about GenAI.
Jung Ho Choi, Chloe L. Xie
wiley +1 more source
Generative AI Use by Capital Market Information Intermediaries: Evidence from Seeking Alpha
ABSTRACT We study the use of generative AI for firm‐specific financial analysis on the Seeking Alpha platform. After the initial launch of ChatGPT in November 2022, the share of AI‐generated articles rose sharply to 13.5% of all articles, then declined in late 2023 after Seeking Alpha equated the use of AI to plagiarism and announced a prohibition on ...
Mark T. Bradshaw +3 more
wiley +1 more source
A systematic review and future directions for AI-driven detection of fraud patterns in SACCO transactions. [PDF]
Ampumuza D, Katushabe C, Tamale M.
europepmc +1 more source
Monitoring Quality of Mafia‐Connected Accountants
ABSTRACT We investigate the monitoring quality of accountants with ties to the Mafia in their role as auditors for “clean” firms—those with no known ties to organized crime. Using a proprietary government database, we identify Italian firms with alleged ties to the Mafia through their executives, directors, or shareholders.
Pietro A. Bianchi +3 more
wiley +1 more source
In the future workplace: how the Dark Triad influences unethical behavior through the Fraud Pentagon among accounting students. [PDF]
Albejaidi F, Mughal YH.
europepmc +1 more source
The Impact of Financial Reporting Mandates on Labor Unions
ABSTRACT Labor unions in the United States are subject to financial reporting mandates. This study examines how these mandates affect unions and their members. Using several regulation‐based empirical designs, we document that more granular reporting requirements adversely affect unions' election outcomes.
QINGKAI DONG, ANTHONY LE
wiley +1 more source
Caution Ahead: Numerical Reasoning and Look‐Ahead Bias in AI Models
ABSTRACT Recent work within accounting and finance has highlighted that modern AI systems exhibit superhuman performance on a variety of foundational activities within these fields. However, the literature often does not provide economic rationale for why AI models seem to outperform, largely because these models are a black box.
BRADFORD LEVY
wiley +1 more source
Boundary-aware dual-discriminator generative adversarial network for data augmentation in financial transaction fraud detection. [PDF]
Zhu H, Wang Z, Xie Y, Yao J.
europepmc +1 more source

