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Use Of Partial Least Squares Pls In Strategic Management Research
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Author :Hulland, John S Publisher :London, [Ont.] : Western Business School, University of Western Ontario ISBN 13 :9780771417948 Total Pages :20 pages Book Rating :4.4/5 (179 download)
Book Synopsis Use of Partial Least Squares (PLS) in Strategic Management Research by : Hulland, John S
Download or read book Use of Partial Least Squares (PLS) in Strategic Management Research written by Hulland, John S and published by London, [Ont.] : Western Business School, University of Western Ontario. This book was released on 1995 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :Hulland, John S Publisher :London : Richard Ivey School of Business, University of Western Ontario ISBN 13 :9780771420184 Total Pages :14 pages Book Rating :4.4/5 (21 download)
Book Synopsis Use of Partial Least Squares (PLS) in Strategic Management Research by : Hulland, John S
Download or read book Use of Partial Least Squares (PLS) in Strategic Management Research written by Hulland, John S and published by London : Richard Ivey School of Business, University of Western Ontario. This book was released on 1997 with total page 14 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Special Issue: PLS Applications in Strategic Management by :
Download or read book Special Issue: PLS Applications in Strategic Management written by and published by . This book was released on 2013 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Applications of Partial Least Squares Path Modeling in Management Journals by : Joseph F. Hair
Download or read book Applications of Partial Least Squares Path Modeling in Management Journals written by Joseph F. Hair and published by . This book was released on 2013 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Every discipline needs to frequently review the use of multivariate analysis methods to ensure rigorous research and publications. Even though partial least squares structural equation modeling (PLS-SEM) is frequently used for studies in strategic management, this kind of assessment has only been conducted by Hulland (1999) for four studies and a limited number of criteria. This article analyzes the use of PLS-SEM in thirty-seven studies that have been published in eight leading management journals for dozens of relevant criteria, including reasons for using PLS-SEM, data characteristics, model characteristics, model evaluation and reporting. Our results reveal several problematic aspects of PLS-SEM use in strategic management research, but also substantiate some improvement over time. We find that researchers still often do not fully make use of the method's capabilities, sometimes even misapplying it. Our review of PLS-SEM applications and recommendations on how to improve the use of the method are important to disseminate rigorous research and publication practices in the strategic management discipline.
Book Synopsis Subspace, Latent Structure and Feature Selection by : Craig Saunders
Download or read book Subspace, Latent Structure and Feature Selection written by Craig Saunders and published by Springer Science & Business Media. This book was released on 2006-05-16 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many of the papers in this proceedings volume were presented at the PASCAL Workshop entitled Subspace, Latent Structure and Feature Selection Techniques: Statistical and Optimization Perspectives which took place in Bohinj, Slovenia during February, 23–25 2005.
Book Synopsis Partial Least Squares Structural Equation Modeling by : Necmi K. Avkiran
Download or read book Partial Least Squares Structural Equation Modeling written by Necmi K. Avkiran and published by Springer. This book was released on 2018-02-16 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book pulls together robust practices in Partial Least Squares Structural Equation Modeling (PLS-SEM) from other disciplines and shows how they can be used in the area of Banking and Finance. In terms of empirical analysis techniques, Banking and Finance is a conservative discipline. As such, this book will raise awareness of the potential of PLS-SEM for application in various contexts. PLS-SEM is a non-parametric approach designed to maximize explained variance in latent constructs. Latent constructs are directly unobservable phenomena such as customer service quality and managerial competence. Explained variance refers to the extent we can predict, say, customer service quality, by examining other theoretically related latent constructs such as conduct of staff and communication skills. Examples of latent constructs at the microeconomic level include customer service quality, managerial effectiveness, perception of market leadership, etc.; macroeconomic-level latent constructs would be found in contagion of systemic risk from one financial sector to another, herd behavior among fund managers, risk tolerance in financial markets, etc. Behavioral Finance is bound to provide a wealth of opportunities for applying PLS-SEM. The book is designed to expose robust processes in application of PLS-SEM, including use of various software packages and codes, including R. PLS-SEM is already a popular tool in marketing and management information systems used to explain latent constructs. Until now, PLS-SEM has not enjoyed a wide acceptance in Banking and Finance. Based on recent research developments, this book represents the first collection of PLS-SEM applications in Banking and Finance. This book will serve as a reference book for those researchers keen on adopting PLS-SEM to explain latent constructs in Banking and Finance.
Book Synopsis Advanced Issues in Partial Least Squares Structural Equation Modeling by : Joseph F. Hair, Jr.
Download or read book Advanced Issues in Partial Least Squares Structural Equation Modeling written by Joseph F. Hair, Jr. and published by SAGE Publications. This book was released on 2023-08-21 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Second Edition of Advanced Issues in Partial Least Squares Structural Equation Modeling offers a straightforward and practical guide to PLS-SEM for users ready to go further than the basics of A Primer on Partial Least Squares Structural Equation Modeling, Third Edition. Even in this advanced guide, the authors have limited the emphasis on equations, formulas, and Greek symbols, and instead rely on detailed explanations of the fundamentals of PLS-SEM and provide general guidelines for understanding and evaluating the results of applying the method. A single study on corporate reputation features as an example throughout the book, along with a single software package (SmartPLS 4.0) to provide a seamless learning experience. The approach of this book is based on the authors’ many years of conducting research and teaching methodology courses, including developing the SmartPLS software. The preparation of the book, especially this new edition, is based on the authors’ desire to communicate the PLS-SEM method to a much broader audience from management and marketing to engineering, geography, medicine, political and environmental sciences, psychology, and beyond. The Second Edition includes a new chapter on the necessary condition analysis (NCA) and covers the most recent developments in PLS-SEM, with detailed guidelines for estimating and validating higher-order constructs and nonlinear effects as well as more insights on multigroup and latent class analyses using FIMIX-PLS and PLS-POS. The book is aimed at researchers and practitioners who seek to gain comprehensive knowledge of more advanced PLS-SEM methods.
Book Synopsis Applying Partial Least Squares in Tourism and Hospitality Research by : Faizan Ali
Download or read book Applying Partial Least Squares in Tourism and Hospitality Research written by Faizan Ali and published by Emerald Group Publishing. This book was released on 2018-12-14 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ten chapters discuss key aspects of advanced PLS analysis and its practical applications, covering new guidelines and improvements in the use of PLS-PM as well as various individual topics.
Book Synopsis Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R by : Joseph F. Hair Jr.
Download or read book Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R written by Joseph F. Hair Jr. and published by Springer Nature. This book was released on 2021-11-03 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Partial least squares structural equation modeling (PLS-SEM) has become a standard approach for analyzing complex inter-relationships between observed and latent variables. Researchers appreciate the many advantages of PLS-SEM such as the possibility to estimate very complex models and the method’s flexibility in terms of data requirements and measurement specification. This practical open access guide provides a step-by-step treatment of the major choices in analyzing PLS path models using R, a free software environment for statistical computing, which runs on Windows, macOS, and UNIX computer platforms. Adopting the R software’s SEMinR package, which brings a friendly syntax to creating and estimating structural equation models, each chapter offers a concise overview of relevant topics and metrics, followed by an in-depth description of a case study. Simple instructions give readers the “how-tos” of using SEMinR to obtain solutions and document their results. Rules of thumb in every chapter provide guidance on best practices in the application and interpretation of PLS-SEM.
Book Synopsis Editorial - Partial Least Squares Structural Equation Modeling by : Joseph F. Hair
Download or read book Editorial - Partial Least Squares Structural Equation Modeling written by Joseph F. Hair and published by . This book was released on 2013 with total page 12 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second Long Range Planning special issue on PLS-SEMin strategic management research and practice seeks to further progress towards this goal. The journal received 41 articles for its special issue on PLS-SEM, twelve of which completed a thorough review process successfully. Based on the number of high quality manuscripts, a decision was made to split the special issue. In the first Long Range Planning special issue on PLS-SEM in strategic management (Hair et al., 2012a; Robins, 2012), the focus was on methodological developments and their application (Becker et al., 2012; Furrer et al., 2012; Gudergan et al., 2012; Hair et al., 2012a,b,c; Money et al., 2012; Rigdon, 2012). This second special issue provides a forum for topical issues that demonstrate the usefulness of PLS-SEM by piloting applications of this method in the field of strategic management with strong implications for strategic research and practice. As such, the special issue targets two audiences: academics involved in the fields of strategy and management, and practitioners such as consultants. The six articles in this issue are summarized in the following paragraphs.
Book Synopsis A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) by : Joseph F. Hair, Jr.
Download or read book A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) written by Joseph F. Hair, Jr. and published by SAGE Publications. This book was released on 2016-02-29 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) by Joseph F. Hair, Jr., G. Tomas M. Hult, Christian Ringle, and Marko Sarstedt is a practical guide that provides concise instructions on how to use partial least squares structural equation modeling (PLS-SEM), an evolving statistical technique, to conduct research and obtain solutions. Featuring the latest research, new examples using the SmartPLS software, and expanded discussions throughout, the Second Edition is designed to be easily understood by those with limited statistical and mathematical training who want to pursue research opportunities in new ways.
Book Synopsis A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) by : Joseph F. Hair, Jr.
Download or read book A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) written by Joseph F. Hair, Jr. and published by SAGE Publications. This book was released on 2021-06-30 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Third Edition of A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) guides readers through learning and mastering the techniques of this approach. The authors use their teaching experience to communicate the fundamentals of PLS-SEM with limited emphasis on equations and and symbols, relying on straightforward language instead.
Book Synopsis Using Partial Least Squares and Lisrel to Research International Strategies by : Johan Roos
Download or read book Using Partial Least Squares and Lisrel to Research International Strategies written by Johan Roos and published by . This book was released on 1996 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :Vincenzo Esposito Vinzi Publisher :Springer Science & Business Media ISBN 13 :3540328270 Total Pages :791 pages Book Rating :4.5/5 (43 download)
Book Synopsis Handbook of Partial Least Squares by : Vincenzo Esposito Vinzi
Download or read book Handbook of Partial Least Squares written by Vincenzo Esposito Vinzi and published by Springer Science & Business Media. This book was released on 2010-03-10 with total page 791 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook provides a comprehensive overview of Partial Least Squares (PLS) methods with specific reference to their use in marketing and with a discussion of the directions of current research and perspectives. It covers the broad area of PLS methods, from regression to structural equation modeling applications, software and interpretation of results. The handbook serves both as an introduction for those without prior knowledge of PLS and as a comprehensive reference for researchers and practitioners interested in the most recent advances in PLS methodology.
Book Synopsis A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) by : Joseph F. Hair
Download or read book A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) written by Joseph F. Hair and published by SAGE. This book was released on 2014 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: "A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM), by Hair, Hult, Ringle, and Sarstedt, provides a concise yet very practical guide to understanding and using PLS structural equation modeling (PLS-SEM). PLS-SEM is evolving as a statistical modeling technique and its use has increased exponentially in recent years within a variety of disciplines, due to the recognition that PLS-SEM's distinctive methodological features make it a viable alternative to the more popular covariance-based SEM approach. This text includes extensive examples on SmartPLS software, and is accompanied by multiple data sets that are available for download from the accompanying website (www.pls-sem.com). "--Publisher's website.
Book Synopsis Editorial - Partial Least Squares by : Joseph F. Hair
Download or read book Editorial - Partial Least Squares written by Joseph F. Hair and published by . This book was released on 2013 with total page 8 pages. Available in PDF, EPUB and Kindle. Book excerpt: Researchers and practitioners appreciate the various advantageous features that PLS-SEM, as a component-based approach to SEM, offers in practical applications. Although strategic management research relatively early on recognized PLS-SEM's flexibility regarding handling various modeling problems in studies (e.g., Hulland, 1999), its usefulness is still not well established amongst many management and strategy researchers. Against this background, this Long Range Planning special issue on PLS-SEM in strategic management research and practice seeks to provide a forum for topical issues that demonstrate its usefulness in this field. Descriptions of the method, its empirical applications, and methodological advancements that increase its usefulness in research and practice are specifically emphasized. As such, the special issue aims at two audiences: academics involved in the fields of strategy and management, and practitioners such as consultants. Accordingly, theoretical, methodological, and empirical manuscripts with strong implications for strategic research and practice are included in this special issue.
Book Synopsis Special Issue: Analytical Approaches to Strategic Management by :
Download or read book Special Issue: Analytical Approaches to Strategic Management written by and published by . This book was released on 2012 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt:
