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Improving Consistency for DIT Results Using Cluster Analysis

机译:使用聚类分析提高DIT结果的一致性

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In this article, cluster analysis is used to explore the conflicting results reported when the Defining Issues Test is used to explain moral reasoning ability in business situations. Using a convenience sample, gender, age, work experience, and ethics training were examined to determine their impact on the level of moral reasoning ability as measured by the Defining Issues Test. Using the whole sample, a significant difference was found for average P scores reported for males and females, but no significant differences were found based on age, work experience, and ethics training. However, the sample fell into distinct clusters that identified distinct male and female groupings. While females naturally fell into two distinct high- and low-moral reasoning ability clusters, male clusters were dominated more by work experience and ethics training. Clearly there are other factors mitigating the level of moral reasoning ability for males which require further exploration. The findings suggest that while the P score provides an initial point of comparison, the real benefit to the test is in exploring what is different for males and females in terms of training needs, and the impact of work experience on the moral reasoning ability, and most importantly, how to make ethics training enticing. Recommendations for future research are also discussed.
机译:在本文中,当使用“定义问题测试”来解释商业情况下的道德推理能力时,使用聚类分析来探讨所报告的冲突结果。使用便利样本,检查了性别,年龄,工作经验和道德培训,以确定其对“定义问题测试”所衡量的道德推理能力水平的影响。使用整个样本,发现男性和女性的平均P得分之间存在显着差异,但根据年龄,工作经验和职业道德培训,没有发现显着差异。但是,样本分为不同的集群,可以识别出不同的男性和女性群体。尽管女性自然地分为两个不同的高道德和低道德推理能力集群,但男性集群主要受工作经验和道德培训的支配。显然,还有其他因素降低了男性道德推理能力的水平,需要进一步探索。研究结果表明,尽管P得分提供了一个初始的比较点,但该测试的真正好处在于,探索了男性和女性在培训需求,工作经验对道德推理能力的影响等方面的差异,以及最重要的是,如何使道德培训更具吸引力。还讨论了对未来研究的建议。

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