Determining the Propensity for Academic Dishonesty Using Decision Tree Analysis
Ethics and Behavior 26 (6):470-487 (2016)
Abstract
This article investigates the propensity for academic dishonesty by university students using the partitioning method of decision tree analysis. A set of prediction rules are presented, and conclusions are drawn. To provide context for the decision tree approach, the partition process is compared with results of more traditional probit regression models. Results of the decision tree analysis complement the probit models in terms of predictive accuracy and confirm results previously found in the literature. In particular, students’ moral character—whether they believe cheating is acceptable—is found to be the most important factor in determining the propensity for academic dishonesty.DOI
10.1080/10508422.2015.1051661
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Citations of this work
Machiavellian Ways to Academic Cheating: A Mediational and Interactional Model.Claudio Barbaranelli, Maria L. Farnese, Carlo Tramontano, Roberta Fida, Valerio Ghezzi, Marinella Paciello & Philip Long - 2018 - Frontiers in Psychology 9.
References found in this work
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Cheating During the College Years: How do Business School Students Compare?Helen A. Klein, Nancy M. Levenburg, Marie McKendall & William Mothersell - 2007 - Journal of Business Ethics 72 (2):197-206.
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Cheating and Moral Judgment in the College Classroom: A Natural Experiment.Tim West, Sue Ravenscroft & Charles Shrader - 2004 - Journal of Business Ethics 54 (2):173-183.