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On Statistical Wizardry, Construct Proliferation, and Other Challenges for Our Science

机译:关于统计巫术,构造扩散以及对我们科学的其他挑战

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摘要

Research in counseling psychology (and most social sciences) has come to rely on powerful data analytic strategies and computer software that allow researchers to test complex multivariate models quickly and easily. New constructs also appear in our literature with regularity. Although complex models and new constructs have benefits for advancing knowledge and application, they also have drawbacks. The purpose of this article is to caution readers to (a) choose designs and data analytic strategies that are minimally sufficient to address their research questions, and (b) ensure that new constructs are empirically as well as conceptually distinguishable from extant constructs.
机译:咨询心理学(和大多数社会科学)的研究已经依赖于强大的数据分析策略和计算机软件,这些策略和方法可以使研究人员快速轻松地测试复杂的多元模型。新结构也经常出现在我们的文学作品中。尽管复杂的模型和新的构造对增进知识和应用有好处,但它们也有缺点。本文的目的是提醒读者(a)选择最少能解决他们的研究问题的设计和数据分析策略,以及(b)确保新结构在经验上和概念上都与现有结构区分开。

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