明确管理科学文献中计量模型的错误规范问题

Noor Ul Hadi
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引用次数: 4

摘要

也许度量模型错误说明的最严重的问题是它将导致类型1和类型2的错误。因此,这些错误阻碍了研究者进行充分的理论检验和有意义的理论发展。因此,本方法学综述的目的是探讨管理科学文献中测量模型错误规范的主要原因。基于文献和艰苦的教训,从错误和作者的经验,它被发现,研究人员和学生在他们的研究文章,论文和学位论文提供研究仪器的一般陈述,但这些陈述是不够的,在不同的背景下适当的测量模型规范。这意味着文献中很少关注焦点结构的概念和理论清晰度,焦点结构充分覆盖了结构捕获的内容领域。因此,本文作者认为,在抽象和实证层面上忽视了测量理论范畴内对结构本质的概念和理论清晰度是导致测量模型错误规范的主要原因。因此,建议学者在其研究中对内容领域结构捕获提供概念和理论上的清晰度。期刊编辑和潜在的审稿人也需要优先考虑这一点。因为,研究的质量取决于构念的概念化程度以及其他人对这些构念的理解程度。收稿日期:2022年8月2日/收稿日期:2022年10月22日/发表日期:2022年11月5日
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Specifying the Problem of Measurement Models Misspecification in Management Sciences Literature
Perhaps the most serious problem of measurement models misspecification is that it will lead to type 1 and type two errors. Consequently, these errors forbid researchers from adequately theory testing and meaningfully theory development. Therefore, the aim of this methodological review is to explore the leading cause(s) of measurement models misspecification in management sciences literature. Based on literature and arduous lessons learned from mistakes and author experience, it was found that researchers and students provides generic statements on research instruments in their research articles, theses and dissertations, but these statements are not sufficient enough for proper measurement models specification in different contexts. Meaning that little attention has been paid in literature to the conceptual and theoretical clarity of the focal construct which adequately covers the content domain the construct capture. Thus, the author of the paper argue that neglecting conceptual and theoretical clarity on the nature of construct with in the rubric of measurement theory at both abstract and empirical levels are the major causes of measurement model misspecification. Therefore, it is recommended that scholars need to provide conceptual and theoretical clarity on the content domain construct capture in their research. Journal editors and potential reviewers also need to look for this on priority. Since, the quality of research hinges on how clearly constructs are conceptualize and how well others understand these constructs.     Received: 2 August 2022 / Accepted: 22 October 2022 / Published: 5 November 2022
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