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What is Partial Least Squares (PLS)

Handbook of Research on Public Information Technology
SEM technique that attempts to minimize the differences between the observed and predicted values of endogenous constructs (dependent variables).
Published in Chapter:
Using Partial Least Squares in Digital Government Research
J. Ramon Gil-Garcia (Centro de Investigación y Docencia Económicas, Mexico)
Copyright: © 2008 |Pages: 15
DOI: 10.4018/978-1-59904-857-4.ch023
Abstract
Digital government is a complex socio-technical phenomenon, which is affected by technical, managerial, institutional, and environmental factors (Dawes & Pardo, 2002; Fountain, 2001; Gant, 2003; Garson, 2000; Heeks, 2005; Kraemer, King, Dunkle et al., 1989; Landsbergen & Wolken, 2001; Laudon, 1985; Rocheleau, 2003). Recent studies have greatly contributed to developing the necessary knowledge about e-government benefits and success factors (Barrett & Greene, 2000; Dawes, 1996; Gil-García & Pardo, 2005; Heeks, 2003; Holmes, 2001; O’Looney, 2002; Rocheleau, 1999; West, 2005; Zhang et al., 2002). However, an important portion of this research has used a single measure of e-government and relatively simple assumptions about the relationships between information technologies and organizational, institutional, and contextual factors (Gil-García, 2005b).
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Comparative Analysis of Acceptance Factors for SAP and Microsoft Dynamics NAV ERP Solutions in their Maturity Use Phase: Enterprise 2.0 Issues
Approach is one of the structural equation modeling (SEM) applications that can be used for situations with less theory development and a smaller sample size; it is better suited for analyzing complex relationships and models.
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