نتایج جستجو برای: روش pls

تعداد نتایج: 380266  

2013
Jan-Michael Becker Arun Rai Edward Rigdon

Composite-based methods like partial least squares (PLS) path modeling have an advantage over factor-based methods (like CB-SEM) because they yield determinate predictions, while factor-based methods’ prediction is constrained in this regard by factor indeterminacy. To maximize practical relevance, research findings should extend beyond the study’s own data. We explain how PLS practices, derivi...

Journal: :MIS Quarterly 2015
Theo K. Dijkstra Jörg Henseler

This paper resumes the discussion in information systems research on the use of partial least squares (PLS) path modeling and shows that the inconsistency of PLS path coefficient estimates in the case of reflective measurement can have adverse consequences for hypothesis testing. To remedy this, the study introduces a vital extension of PLS: consistent PLS (PLSc). PLSc provides a correction for...

2016
Jose Benitez-Amado Jörg Henseler José Luis Roldán

Some of the models using partial least squares (PLS) in Information Systems (IS) field may have serious problems because do not properly address endogeneity. This may suppose a problem in IS theory building because it may lead IS scholars to non-correct results. Although the IS community’s awareness is rising, we do not have a clear understanding of the problem nor fine-grained practical guidel...

2016
Raman Arora Poorya Mianjy Teodor V. Marinov

Partial Least Squares (PLS) is a ubiquitous statistical technique for bilinear factor analysis. It is used in many data analysis, machine learning, and information retrieval applications to model the covariance structure between a pair of data matrices. In this paper, we consider PLS for representation learning in a multiview setting where we have more than one view in data at training time. Fu...

Journal: :Frontiers of Engineering Management 2021

Abstract Partial least squares structural equation modeling (PLS-SEM) is a modern multivariate analysis technique with demonstrated ability to estimate theoretically established cause-effect relationship models. This has been increasingly adopted in construction management research over the last two decades. Accordingly, critical review of studies adopting PLS-SEM appears be timely and valuable...

2015
Sebastian Walther Saonee Sarker Nils Urbach Darshana Sedera Torsten Eymann Boris Otto

As cloud computing has become a mature technology broadly being adopted by companies across all industries, cloud service providers are increasingly turning their attention to retaining their customers. However, only little research has been conducted on investigating the antecedents of service continuance in an organizational context. To address this gap in research, we carried out a quantitat...

2010
Matti Mäntymäki Jari Salo

Social virtual worlds (SVWs) have drawn substantial attention in business and academia. This research focuses on how trust affects customer loyalty in the SVW setting. Specifically, this study pinpoints how trust in SVW staff and other users influences the continuous use and purchase behaviour in SVWs. Additionally, we examine the influence of social presence on the two aspects trust and custom...

2007
Izak Benbasat Ronald T. Cenfetelli Chee-Wee Tan

Difficulties in defining and understanding the antecedents and consequences of e-government service quality have stymied the design of efficacious e-government websites. This study thus presents a working definition of e-government service quality that bridges the gap between MIS and marketing literatures. We then explore the delineation between service content and delivery quality as potential...

2004
Sara Cordes Rochel Gelman

1 Authors’ queries p. 129, line 46 Update? p. 130, line 1 Identify Wh p. 130, line 40 Update? p. 133, line 49 Confirm spelling here and in refs. p. 136, line 42 Pls. clarify sentence p. 137, line 48 Update? p. 139, line 18 Update? p. 140, col. 2, line 7 Cite in text or delete here. In preparation? p. 140, col. 2, line 11 Publisher? p. 141, col. 1, line 4 Verify no. p. 142, col. 1, line 1 Confer...

2009
Sumit Bakshi S. Krishna

Virtual teams are predicted by many to be the form that is much more flexible than traditional teams. In this paper we execute empirical analysis of the theoretical framework presented earlier. Data was collected through an online survey of the Information Systems specific interest group of Project Management Institute, and executive students at IIM Bangalore. Arguing flexibility to be a format...

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