Tackling Professorial Expert Bias: The Role of ChatGPT in Simplifying Financial Accounting Exam Texts

Johannes Voshaar, Janik Ole Wecks, B. J. Plate, Jochen Zimmermann
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引用次数: 0

Abstract

Experts tend to produce complex texts but mistakenly consider them an easy read for their audience. Accounting professors likely exhibit such expert bias in formulating exams. Consequently, students struggle with comprehension, giving rise to high failure rates and a shortage of talent for the profession. This study explores the potential of ChatGPT for overcoming expert bias and improving financial accounting exam texts to increase comprehension and performance and reduce frustration and confusion. We ask three key questions: (1) Does text modification with ChatGPT lead to increased perceived comprehension?, (2) Does text modification with ChatGPT result in better performance?, and (3) Does perceived comprehension mediate the relationship between ChatGPT-based text modification and performance? We find that students benefit from ChatGPT-based modification through increased perceived comprehension and reduced confusion and frustration. Causal mediation analysis suggests that improved perceived comprehension attributes significantly to exam performance, but we cannot document an overall positive effect. JEL Classifications: A2; A22; M4; M41; I23.
应对教授专家偏见:ChatGPT 在简化财务会计考试文本中的作用
专家往往会编写复杂的文章,但却错误地认为这些文章对受众来说很容易读懂。会计教授在制定考试内容时很可能会表现出这种专家偏见。因此,学生们在理解方面很吃力,导致不及格率很高,专业人才短缺。本研究探讨了 ChatGPT 在克服专家偏见和改进财务会计考试文本方面的潜力,以提高理解能力和成绩,减少挫折感和困惑。我们提出了三个关键问题:(1) 使用 ChatGPT 修改课文是否会提高感知理解能力;(2) 使用 ChatGPT 修改课文是否会提高成绩;(3) 感知理解能力是否会调节基于 ChatGPT 的课文修改与成绩之间的关系?我们发现,学生从基于 ChatGPT 的修改中获益,因为他们提高了感知理解能力,减少了困惑和挫败感。因果中介分析表明,感知理解能力的提高对考试成绩有显著的促进作用,但我们无法证明整体上的积极影响。JEL 分类:A2; A22; M4A2;A22;M4;M41;I23。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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