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INCONSISTENCIES OF THE PLS-PM APPROACH TO STRUCTURAL EQUATION MODELS WITH FORMATIVE-REFLECTIVE SCHEMES.

Authors :
Fattore, Marco
Pelagatti, Matteo M.
Vittadini, Giorgio
Source :
Electronic Journal of Applied Statistical Analysis. 2012, Vol. 5 Issue 3, p333-338. 6p.
Publication Year :
2012

Abstract

The aim of the paper is to show evidence of possible inconsistencies of PLS-PM as a statistical tool to estimate structural equation models with formative-reflective schemes. We pursue this goal, discussing a real-data example where PLS-PM fails to identify existing causal links between the variables concerned. We also suggest a possible formal interpretation of this fact, focusing on the way PLS-PM represents the link between reflective latent variables and their indicators. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20705948
Volume :
5
Issue :
3
Database :
Academic Search Index
Journal :
Electronic Journal of Applied Statistical Analysis
Publication Type :
Academic Journal
Accession number :
91706258
Full Text :
https://doi.org/10.1285/i20705948v5n3p333