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.
Using survey data of 107 internal auditors, we provide empirical evidence about internal auditor’s role in environmental, social, and governance (ESG) disclosure and assurance. So far, academics and practitioners have not agreed on the responsibilities of internal auditing in ESG matters. Our regression results give evidence for organizations’ and internal audit functions’ (IAFs) ESG maturity being associated with ESG reporting, while IAFs’ involvement in ESG shows a significant association with assurance of ESG reports. Our results support the notion that the environmental pillar is perceived as the core element of sustainability bearing the highest risk, therefore propelling the need for assurance. The imbalance between assurance and consulting activities on part of IAFs stresses the potential to position the IAF as a value-adding entity in a complementary relation towards external auditors. We further elaborate on IAFs’ non-involvement in ESG and demonstrate the respective lack of awareness on part of stakeholders. Our research provides valuable initial insights for internal audit practitioners in the field of ESG and implications for future research
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.