An Assessment Of The Use Of Partial Least Squares Structural Equation Modeling Pls Sem In Hospitality Research
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Author | : Faizan Ali |
Publisher | : Emerald Group Publishing |
Total Pages | : 259 |
Release | : 2018-12-14 |
Genre | : Business & Economics |
ISBN | : 1787567001 |
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.
Author | : Necmi K. Avkiran |
Publisher | : Springer |
Total Pages | : 243 |
Release | : 2018-02-16 |
Genre | : Business & Economics |
ISBN | : 3319716913 |
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.
Author | : Joseph F. Hair Jr. |
Publisher | : Springer Nature |
Total Pages | : 208 |
Release | : 2021-11-03 |
Genre | : Business & Economics |
ISBN | : 3030805190 |
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.
Author | : Faizan Ali |
Publisher | : Emerald Group Publishing |
Total Pages | : 259 |
Release | : 2018-12-14 |
Genre | : Business & Economics |
ISBN | : 178756701X |
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.
Author | : Christian Homburg |
Publisher | : Springer |
Total Pages | : 0 |
Release | : 2021-12-03 |
Genre | : Business & Economics |
ISBN | : 9783319574110 |
In this handbook, internationally renowned scholars outline the current state-of-the-art of quantitative and qualitative market research. They discuss focal approaches to market research and guide students and practitioners in their real-life applications. Aspects covered include topics on data-related issues, methods, and applications. Data-related topics comprise chapters on experimental design, survey research methods, international market research, panel data fusion, and endogeneity. Method-oriented chapters look at a wide variety of data analysis methods relevant for market research, including chapters on regression, structural equation modeling (SEM), conjoint analysis, and text analysis. Application chapters focus on specific topics relevant for market research such as customer satisfaction, customer retention modeling, return on marketing, and return on price promotions. Each chapter is written by an expert in the field. The presentation of the material seeks to improve the intuitive and technical understanding of the methods covered.
Author | : Jörg Henseler |
Publisher | : Guilford Publications |
Total Pages | : 387 |
Release | : 2020-12-24 |
Genre | : Social Science |
ISBN | : 1462545610 |
This book presents powerful tools for integrating interrelated composites--such as capabilities, policies, treatments, indices, and systems--into structural equation modeling (SEM). Jörg Henseler introduces the types of research questions that can be addressed with composite-based SEM and explores the differences between composite- and factor-based SEM, variance- and covariance-based SEM, and emergent and latent variables. Using rich illustrations and walked-through data sets, the book covers how to specify, identify, estimate, and assess composite models using partial least squares path modeling, maximum likelihood, and other estimators, as well as how to interpret findings and report the results. Advanced topics include confirmatory composite analysis, mediation analysis, second-order constructs, interaction effects, and importance–performance analysis. Most chapters conclude with software tutorials for ADANCO and the R package cSEM. The companion website includes data files and syntax for the book's examples, along with presentation slides.
Author | : Sajad Rezaei |
Publisher | : Springer |
Total Pages | : 323 |
Release | : 2018-12-14 |
Genre | : Business & Economics |
ISBN | : 9811324638 |
The purpose of this book is twofold. First, this book is an attempt to map the state of quantitative research in Asian tourism and hospitality context and provide a detailed description of the design, implementation, application, and challenges of quantitative methods in tourism in Asia. Second, this book aims to contribute to the tourism literature by discussing the past, current and future quantitative data analysis methods. The book offers new insights into well-established research techniques such as regression analysis, but goes beyond first generation data analysis techniques to introduce methods seldom – if ever – used in tourism and hospitality research. In addition to investigating existing and novel research techniques, the book suggests areas for future studies. In order to achieve its objectives the analysis is split into three main sections: understanding the tourism industry in Asia; the current status of quantitative data analysis; and future directions for Asian tourism research.
Author | : Joseph F. Hair, Jr. |
Publisher | : SAGE Publications |
Total Pages | : 257 |
Release | : 2021-07-06 |
Genre | : Social Science |
ISBN | : 1544396414 |
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 in clear language. Authors Joseph H. Hair, Jr., G. Tomas M. Hult, Christian Ringle, and Marko Sarstedt use their years of conducting and teaching research to communicate the fundamentals of PLS-SEM in straightforward language to explain the details of this method, with limited emphasis on equations and symbols. A running case study on corporate reputation follows the different steps in this technique so readers can better understand the research applications. Learning objectives, review and critical thinking questions, and key terms help readers cement their knowledge. This edition has been thoroughly updated, featuring the latest version of the popular software package SmartPLS 3. New topics have been added throughout the text, including a thoroughly revised and extended chapter on mediation, recent research on the foundations of PLS-SEM, detailed descriptions of research summarizing the advantages as well as limitations of PLS-SEM, and extended coverage of advanced concepts and methods, such as out-of-sample versus in-sample prediction metrics, higher-order constructs, multigroup analysis, necessary condition analysis, and endogeneity.
Author | : Liping A. Cai |
Publisher | : Emerald Group Publishing |
Total Pages | : 333 |
Release | : 2018-10-19 |
Genre | : Business & Economics |
ISBN | : 1787563839 |
This book offers conceptual discourse, empirical evidence, application of existing and emerging theories, and implication of practical findings. It discusses the perspectives of both providers and recipients of quality services across a wide spectrum of hospitality and tourism sectors.
Author | : Catenazzo, Giuseppe |
Publisher | : IGI Global |
Total Pages | : 367 |
Release | : 2023-08-05 |
Genre | : Business & Economics |
ISBN | : 1668469219 |
In the modern hospitality industry, it is critical to understand travelers’ needs and wants for businesses to survive and remain competitive. Further study on understanding travelers’ motivations is essential in this field. Cases on Traveler Preferences, Attitudes, and Behaviors: Impact in the Hospitality Industry showcases several research-based case studies to understand travelers’ preferences, attitudes, and behaviors to illustrate empirical methodologies in order to guide academics and practitioners in their research endeavors. Covering key topics such as destinations, rural areas, social impacts, and tourism management, this reference work is ideal for industry professionals, policymakers, researchers, academicians, scholars, practitioners, instructors, and students.