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

📅 Published: January 27, 2022 👤 Marko Sarstedt, Joseph F. Hair, Mandy Pick et al. 📖 Psychology and Marketing 📊 1,045 citations
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Abstract Partial least squares structural equation modeling (PLS‐SEM) is an essential element of marketing researchers' methodological toolbox. 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.

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Key Findings
  • 1 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.
  • 2 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.
  • 3 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.
Why It Matters

Mathematical breakthroughs form the theoretical backbone of science, cryptography, data analysis, and engineering.

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Article Details
Source OpenAlex
Category ∑ Mathematics
Published Jan 27, 2022
Journal Psychology and Marketing
DOI 10.1002/mar.21640
Citations 1,045
Authors Marko Sarstedt, Joseph F. Hair, Mandy Pick, Benjamin D. Liengaard, Lăcrămioara Radomir