PLS-SEM's most wanted guidance

JM Becker, JH Cheah, R Gholamzade… - International Journal of …, 2023 - emerald.com
Purpose Partial least squares structural equation modeling (PLS-SEM) has attracted much
attention from both methodological and applied researchers in various disciplines–also in …

[HTML][HTML] Improving PLS-SEM use for business marketing research

P Guenther, M Guenther, CM Ringle… - Industrial Marketing …, 2023 - Elsevier
A review of studies published in Industrial Marketing Management over the past two
decades and more shows that these studies not only used partial least squares structural …

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

M Sarstedt, JF Hair, M Pick, BD Liengaard… - Psychology & …, 2022 - Wiley Online Library
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 …

Predictive model assessment and selection in composite-based modeling using PLS-SEM: extensions and guidelines for using CVPAT

PN Sharma, BD Liengaard, JF Hair… - European Journal of …, 2022 - emerald.com
Purpose Researchers often stress the predictive goals of their partial least squares structural
equation modeling (PLS-SEM) analyses. However, the method has long lacked a statistical …

[PDF][PDF] PLS-SEM statistical programs: a review

MA Memon, T Ramayah, JH Cheah… - Journal of Applied …, 2021 - jasemjournal.com
Partial least squares structural equation modeling (PLS-SEM) is one of the most widely used
methods of multivariate data analysis. Although previous research has discussed different …

Demystifying the role of causal-predictive modeling using partial least squares structural equation modeling in information systems research

W Chin, JH Cheah, Y Liu, H Ting, XJ Lim… - … Management & Data …, 2020 - emerald.com
Purpose Partial least squares structural equation modeling (PLS-SEM) has become popular
in the information systems (IS) field for modeling structural relationships between latent …

Executing and interpreting applications of PLS-SEM: Updates for family business researchers

JF Hair, CB Astrachan, OI Moisescu, L Radomir… - Journal of Family …, 2021 - Elsevier
The use of partial least squares structural equation modeling (PLS-SEM) has been gaining
momentum in family business research. Since the publication of a PLS-SEM guidelines …

Assessing measurement model quality in PLS-SEM using confirmatory composite analysis

JF Hair Jr, MC Howard, C Nitzl - Journal of business research, 2020 - Elsevier
Confirmatory factor analysis (CFA) has historically been used to develop and improve
reflectively measured constructs based on the domain sampling model. Compared to CFA …

Beyond a tandem analysis of SEM and PROCESS: Use of PLS-SEM for mediation analyses!

M Sarstedt, JF Hair Jr, C Nitzl… - … Journal of Market …, 2020 - journals.sagepub.com
Mediation and conditional process analyses have become popular approaches for
examining the mechanisms by which effects operate and the factors that influence them. To …

The combined use of symmetric and asymmetric approaches: partial least squares-structural equation modeling and fuzzy-set qualitative comparative analysis

SM Rasoolimanesh, CM Ringle, M Sarstedt… - International Journal of …, 2021 - emerald.com
Purpose This study aims to propose guidelines for the joint use of partial least squares
structural equation modeling (PLS-SEM) and fuzzy-set qualitative comparative analysis …