协议:如何处理操作管理中的偏最小二乘问题的研究。向学术期刊投稿指南

IF 1.4 Q3 BUSINESS
J. Marin-Garcia, Rafaela Alfalla-Luque
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引用次数: 16

摘要

该工作协议是三阶段出版物的一部分(Marin-Garcia, 2019)。其目标是建立一个工作程序来回答以下问题:1)在哪些期刊上发表了关于偏最小二乘(PLS)操作管理的文章?2)基于非常有限的期刊(并且在对基于pls的研究的报告方法进行实质性修改之前),以前关于该主题的综述结果是否仍然普遍存在?3)近期文章是否符合报告建议;4)所选文章中最常用的构念采用了哪种测量模型?5)所选文章中所代表的横断面研究中通常的R2值是多少?6)与PLS分析的关系在什么统计功率范围内?本文总结了目前关于选择分析程序和报告使用PLS结构方程的研究工作的建议。我们认为这对研究人员来说是一个很好的贡献,因为它有助于改进使用PLS得出的分析和报告,从而增加它们被相关期刊接受的可能性。除了建立上述协议外,本工作的另一个贡献是提供了最近关于操作管理的文章列表,这些文章使用PLS和编码程序进行我们的系统审查(将随后发表)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Protocol: How to deal with Partial Least Squares (PLS) research in Operations Management. A guide for sending papers to academic journals
This work protocol form part of a three-phase publication (Marin-Garcia, 2019). Its objective is to establish a work procedure to answer these questions: 1) in which journals have articles about Operations Management with Partial Least Squares (PLS) been published?; 2) Do the results of previous reviews on this topic still prevail based on the very limited set of journals that it have been conducted (and before substantial modifications were made to report methods of PLS-based studies)?; 3) Do recent articles fulfil report recommendations; 4) What kind of measurement model has been considered for the constructs most frequently used in the selected articles?; 5) What are the usual R2 values in the cross-sectional studies represented in the selected articles?; 6) Within what statistical power range do the relations analysed with PLS fall?The article summarises current recommendations to select the analysis procedures and to report the research works that have used structural equations with PLS. We believe that this is an excellent contribution for researchers because it helps to improve the analyses and reports that derive from using PLS to, thus, increase the probabilities of them being accepted in relevant journals.Another contribution made by the present work, apart from establishing the aforementioned protocol, is to provide a list of the recent articles about operations management that have used PLS and the coding procedure to conduct our systematic review (to be subsequently published).
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来源期刊
自引率
12.50%
发文量
5
审稿时长
20 weeks
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