过去十年偏最小二乘结构方程模型在市场营销研究中的应用进展

Progress in partial least squares structural equation modeling use in marketing research in the last decade

Psychology and Marketing · 2022
被引 1060 · 同刊同年前 1%
ABS 3

中文导读

分析了2011至2020年间顶级营销期刊中PLS-SEM的使用情况,发现研究者虽更了解其适用条件,但在模型评估最佳实践上仍有滞后,并给出了未来应用建议。

Abstract

Abstract Partial least squares structural equation modeling (PLS‐SEM) is an essential element of marketing researchers' methodological toolbox. During the last decade, the PLS‐SEM field has undergone massive developments, raising the question of whether the method's users are following the most recent best practice guidelines. Extending prior research in the field, this paper presents the results of a new analysis of PLS‐SEM use in marketing research, focusing on articles published between 2011 and 2020 in the top 30 marketing journals. While researchers were more aware of the when's and how's of PLS‐SEM use during the period studied, we find that there continues to be some delay in the adoption of model evaluation's best practices. Based on our review results, we provide recommendations for future PLS‐SEM use, offer guidelines for the method's application, and identify areas of further research interest.

市场营销结构方程模型偏最小二乘回归计量经济学研究方法