An Ounce of Preventative Research Design Is Worth a Ton of Statistical Analysis Cure

An Ounce of Preventative Research Design Is Worth a Ton of Statistical Analysis Cure
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一盎司的预防性研究设计胜过大量的统计分析治疗

DOI:
10.2307/249680
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发表时间:
1998
期刊:
MIS Q.
影响因子:
--
通讯作者:
B. Massetti
B. Massetti
中科院分区:
--
文献类型:
--
作者:
B. Massetti

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这一答复解决了Wierenga和货车Bruggen(1998)就Massetti(1998)提出的数据分析问题。执行了他们的分析建议,结果显示处理条件之间无显著差异。然而,这些分析是误导性的,因为在Massetti的数据集中存在正态性和方差问题。具体来说,在实验过程中,不控制概念流畅性能力的个体表现差异,就需要使用复杂但适当的分析方法。这一反应进一步表明,概念流畅性作为一个独立的因素,包括在未来的研究个人创造力的支持系统。
This response addresses the data analysis issues raised by Wierenga and van Bruggen (1998) concerning Massetti (1998). Their analysis suggestions were performed and resulted in no significant differences between the treatment conditions. However, these analyses are misleading because of normality and variance problems present in Massetti’s dataset. Specifically, not controlling for individual performance differences in ideational fluency ability during experimentation created the need for the complex, but appropriate, analysis approach used in Massetti. This response further suggests that ideational fluency be included as an independent factor in future research on individual creativity support systems.