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Implications of Prelecture Material on Cognitive Load and Instructional Effectiveness in Cross-Disciplinary IS Education: The Nexus of Benford’s Law and SQL

机译:跨学科信息系统教育中讲义材料对认知负荷和教学效果的影响:本福德法则和SQL的结合

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摘要

For some time, there has been a call for cross-disciplinary teaching within the business disciplines. With the rise of data and analytics, there is an opportunity for crossdisciplinary teaching by integrating technology throughout the business curriculum. However, many business professors have little experience in cross-disciplinary teaching. We hope to rectify this by introducing an approach that uses prelecture material to prepare students for learning concepts and terms that are not core to the focal class. In a study that combines Structured Query Language (SQL) coding with an audit principle called Benford’s Law, we analyze the impact of adding prelecture material about Benford’s Law on student’s cognitive load, knowledge gained, and instructional efficiency. Results indicate that students who received a prelecture on Benford’s Law outperformed the control group in performance measures related to Benford’s Law, and that the instructional efficiency on Benford’s Law was also higher for the treatment group.We did not find any significant differences in cognitive load between the two groups, nor did the treatment group perform significantly better when tested on the SQL concepts. We conclude that cross-discipline teaching is a fine balance between each discipline and communicating to students the importance of both disciplines is key.
机译:一段时间以来,一直有人要求在商业学科中进行跨学科教学。随着数据和分析技术的兴起,通过在整个业务课程中集成技术,有可能进行跨学科教学。但是,许多商科教授在跨学科教学方面经验很少。我们希望通过引入一种方法来纠正这一问题,该方法使用讲义材料为学生准备学习非焦点班的核心概念和术语。在一项将结构化查询语言(SQL)编码与称为Benford's Law的审核原则相结合的研究中,我们分析了添加有关Benford Law的讲义材料对学生的认知负荷,所学知识和教学效率的影响。结果表明,接受本福德定律讲学的学生在与本福德定律有关的绩效评估方面优于对照组,并且治疗组对本福德定律的教学效率也更高。两组,在对SQL概念进行测试时,治疗组的性能也没有明显提高。我们得出结论,跨学科教学是每个学科之间的良好平衡,并且向学生传达这两个学科的重要性是关键。

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