ChatGPT, a language-learning model chatbot, has garnered considerable attention for its ability to respond to users’ questions. Using data from 14 countries and 186 institutions, we compare ChatGPT and student performance for 28,085 questions from accounting assessments and textbook test banks. As of January 2023, ChatGPT provides correct answers for 56.5 percent of questions and partially correct answers for an additional 9.4 percent of questions. When considering point values for questions, students significantly outperform ChatGPT with a 76.7 percent average on assessments compared to 47.5 percent for ChatGPT if no partial credit is awarded and 56.5 percent if partial credit is awarded. Still, ChatGPT performs better than the student average for 15.8 percent of assessments when we include partial credit. We provide evidence of how ChatGPT performs on different question types, accounting topics, class levels, open/closed assessments, and test bank questions. We also discuss implications for accounting education and research.
Purpose
The purpose of this paper is to investigate the cross-country determinants of the extent of firm information disseminated via company register (CR) websites.
Design/methodology/approach
The authors develop an index model (CR score) designed to capture the extent of regulated firm information disseminated via CR websites. The proposed index is applied to a unique sample of 137 countries. Following prior literature, the proposed index covers three dimensions: data availability, data accessibility and data serviceability. The index composition and the URLs of the CR websites are provided as an exhibit to this paper.
Findings
Across a variety of tests and sample compositions, the authors find consistent evidence that countries with a relatively high level of internet penetration, those that facilitate cross-border trading and those with higher governance quality show higher CR scores. The results are generally in line with theories of regulation.
Practical implications
The results of this paper speak directly to the current regulatory initiatives which aim to foster information acquisition and processing via company registers.
Originality/value
The authors provide early empirical evidence on the cross-country variation of dissemination of firm information via CR websites for a unique sample of 137 countries. Investors, analysts and other users of financial statements should be aware of the underlying factors that influence the extent and accessibility of firm information.
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