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混淆相关性与实际意义及其他问题:对Sen、Smith和Van Note《信息系统研究中的统计显著性vs.实际重要性》的评论

Conflating relevance with practical significance and other issues: Commentary on Sen, Smith, and Van Note’s “statistical significance versus practical importance in information systems research”

Journal of Information Technology · 2022
被引 0
ABS 4

中文导读

这篇评论警告不要将相关性(研究结果对现实世界的有用性)与实际意义混为一谈,强调相关性由非学术界人士判定,并讨论了Sen等人文章中的其他问题。

Abstract

Expanding on the current debate on the issues of statistical and practical significance in information systems research, where the article by Sen, Smith, and Van Note is a recent contribution, this commentary cautions against conflating relevance with practical significance. We emphasize that relevance is 1) about the real-world usefulness of research findings rather than their impressiveness for the researcher audience, 2) an essential quality of research spanning beyond its findings and not merely limited to statistical studies, and 3) determined by nonacademics rather than academics. We also comment on other aspects of the article by Sen et al., such as the term “practical importance,” the treatment of effect size measures, and the presentation of “marginal effects.”

信息系统研究统计显著性实际意义相关性研究方法论