نتایج جستجو برای: partial least square regression

تعداد نتایج: 980409  

Journal: :Industrial Management and Data Systems 2016
Jörg Henseler Geoffrey S. Hubona Pauline Ash Ray

Purpose – Partial least squares (PLS) path modeling is a variance-based structural equation modeling (SEM) technique that is widely applied in business and social sciences. Its ability to model composites and factors makes it a formidable statistical tool for new technology research. Recent reviews, discussions, and developments have led to substantial changes in the understanding and use of PL...

2012
Patrick Mikalef Michail N. Giannakos Adamantia G. Pateli

Adoption of Social Media (SM) has been growing in an incremental manner over the past few years. In their attempt to capitalize from the large user base present on such websites, business executives have been piloting different approaches in order to gain a competitive edge and promote their products and services to consumers. Research however, has been lagging in this direction. This study exa...

2007
Jeewon Cho Insu Park

This study examined the positive impact of a specific leadership style (i.e., transformational leadership) on information systems (IS) effectiveness in organizations based upon a subordinate’s perspective. Specifically, we investigated system users’ psychological mechanisms that may mediate the relationship between transformational leadership and IS effectiveness (i.e., individual and organizat...

2003
Assion Lawson-Body

MIS literature has not adequately addressed the measurement of electronic commerce dimensions and activities. Measures are yet to be proposed to assess the effect of trusted electronic interorganizational relationships on customer loyalty. In this paper, we present the results of a study that was a first effort toward this end. The focus of this study is to develop an instrument for measuring f...

2010
Martin Wolf Roman Beck Jens Vykoukal

During recent years, IT alignment research has gained considerable attention in both academia and practice. However, so far most studies focus on the strategic-to-strategic IT alignment dimension, thus omitting an integration of the strategic-to-tactical IT alignment dimension. By drawing upon assimilation and institutional theory, our research model depicts a perspective on IT project alignmen...

Journal: :IJeC 2014
Ned Kock

Use of the partial least squares (PLS) method has been on the rise among e-collaboration researchers. It has also seen increasing use in a wide variety of fields of research. This includes most business-related disciplines, as well as the social and health sciences. The use of the PLS method has been primarily in the context of PLS-based structural equation modeling (SEM). This article discusse...

2014
Ron Chuen Yeh Yi-Cheng Chen Li-Min Lin Jen-Her Wu

Drawing upon the social capital theory (SCT), this study integrates social capital factors with the perspectives of consumer hedonic participation and platform capability of online group buying sites to explore how they affect consumer value creation toward online group buying (OGB). Data from 663 valid responses were obtained using an online large-scale survey. The conceptual framework was val...

Journal: :CoRR 2016
Osama Sohaib Kyeong Kang

Consumer trust is one of the key obstacles to online vendors seeking to extend their consumers across cultures. This research identifies culture at the individual consumer level. Based on the Stimulus– Organism–Response (S–O–R) model, this study focuses on the moderating role of uncertainty avoidance culture value on privacy and security as cognition influences, joy and fear as emotional influe...

Journal: :Informatica, Lith. Acad. Sci. 2011
Stéphanie Bougeard Mostafa El Qannari Coralie Lupo Mohamed Hanafi

For the purpose of exploring and modelling the relationships between a dataset and several datasets, multiblock Partial Least Squares is a widely-used regression technique. It is designed as an extension of PLS which aims at linking two datasets. In the same vein, we propose an extension of Redundancy Analysis to the multiblock setting. We show that PLS and multiblock Redundancy Analysis aim at...

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