结构方程建模
偏最小二乘回归
市场调研
路径分析(统计学)
优势和劣势
背景(考古学)
国际营销
独创性
管理科学
计算机科学
营销
数学
工程类
心理学
业务
机器学习
地理
社会心理学
考古
创造力
作者
Jörg Henseler,Christian M. Ringle,Rudolf R. Sinkovics
摘要
Purpose: This paper discusses partial least squares path modeling (PLS), a powerful structural equation modeling technique for research on international marketing. While a significant body of research provides guidance for the use of covariance-based structural equation modeling (CBSEM) in international marketing, there are no subject-specific guidelines for the use of PLS so far.Methodology/approach: A literature review of the use of PLS in international marketing reveals the increasing application of this methodology.Findings: This paper reveals the strengths and weaknesses of PLS in the context of research on international marketing, and provides guidance for multi-group analysis.Originality/value of paper: The paper assists researchers in making well-grounded decisions regarding the application of PLS in certain research situations and provides specific implications for an appropriate application of the methodology.
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