Should partial least squares be used for analysing psychological constructs?
Contribuinte(s) |
[Unknown] |
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Data(s) |
01/01/2009
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Resumo |
This paper critically examines an analytical tool - partial least squares regression, or P LS - that is increasingly being used in the academic business literature to validate measures of psychological constructs, and to test hypotheses based on these. The paper provides a contextual and historical review of the resurgence of P LS, and explores several of the claims made by its developers and supporters when it was first promoted in the 1980s, and, more recently, when it reappeared in the information systems literature. Many claims appear plausible but rest on non-mainstream uses of terms and concepts taken from the psychometric field. The paper also canvasses why P LS is a poor analytical tool for research that involves psychological constructs.<br /> |
Identificador | |
Idioma(s) |
eng |
Publicador |
Promaco Conventions |
Relação |
http://dro.deakin.edu.au/eserv/DU:30022887/rouse-shouldpartialleast-2009.pdf http://dro.deakin.edu.au/eserv/DU:30022887/rouse-shouldpartialleast-evidence-2009.pdf |
Direitos |
2009, ANZAM |
Palavras-Chave | #psychometric #measurement #statistics #validity #structural equation modeling |
Tipo |
Conference Paper |