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PLS-SEM: Indeed a Silver Bullet

Joe F. Hair; Christian M. Ringle; Marko Sarstedt · The Journal of Marketing Theory and Practice · 2011

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Structural equation modeling (SEM) has become a quasi-standard in marketing and management research when it comes to analyzing the cause-effect relations between latent constructs. For most researchers, SEM is equivalent to carrying out covariance-based SEM (CB-SEM). While marketing researchers have a basic understanding of CB-SEM, most of them are only barely familiar with the other useful approach to SEM-partial least squares SEM (PLS-SEM). The current paper reviews PLS-SEM and its algorithm, and provides an overview of when it can be most appropriately applied, indicating its potential and limitations for future research. The authors conclude that PLS-SEM path modeling, if appropriately applied, is indeed a "silver bullet" for estimating causal models in many theoretical models and empirical data situations.

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APA 7

Hair, J. F, Ringle, C. M, & Sarstedt, M. (2011). PLS-SEM: Indeed a Silver Bullet. https://doi.org/10.2753/mtp1069-6679190202

MLA

Hair, Joe F, et al. "PLS-SEM: Indeed a Silver Bullet." 2011. https://doi.org/10.2753/mtp1069-6679190202.

Chicago

Hair, Joe F, Christian M. Ringle, and Marko Sarstedt. 2011. "PLS-SEM: Indeed a Silver Bullet.". https://doi.org/10.2753/mtp1069-6679190202.

Harvard

Hair, J. F, Ringle, C. M. and Sarstedt, M. 2011, PLS-SEM: Indeed a Silver Bullet, The Journal of Marketing Theory and Practice, available at: https://doi.org/10.2753/mtp1069-6679190202 [Accessed 7 Aug. 2026].

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Title
PLS-SEM: Indeed a Silver Bullet
Author / contributors
Joe F. Hair; Christian M. Ringle; Marko Sarstedt
Publisher
The Journal of Marketing Theory and Practice
Publication year
2011
Language
English

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