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A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM)
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.
Data Mining
Over the course of the last twenty years, research in data mining has seen a substantial increase in interest, attracting original contributions from various disciplines including computer science, statistics, operations research, and information systems. Data mining supports a wide range of applications, from medical decision making, bioinformatics, web-usage mining, and text and image recognition to prominent business applications in corporate planning, direct marketing, and credit scoring. Research in information systems equally reflects this inter- and multidisciplinary approach, thereby advocating a series of papers at the intersection of data mining and information systems research. This special issue of Annals of Information Systems contains original papers and substantial extensions of selected papers from the 2007 and 2008 International Conference on Data Mining (DMIN’07 and DMIN’08, Las Vegas, NV) that have been rigorously peer-reviewed. The issue brings together topics on both information systems and data mining, and aims to give the reader a current snapshot of the contemporary research and state of the art practice in data mining.
The Role of the Subsidiary in International Business
Reflecting on the evolving organisation of multinational enterprises (MNEs) and their growing presence in international business, this book focuses on value creation by subsidiaries in transition economies, and uses Poland as an example. Drawing on internalisation and business network theory, the author analyses the role of the subsidiary with the aim of explaining the mechanisms of subsidiary functional specialisation and its operationalisation. The book presents an innovative model illustrating the determinants of the functional responsibilities of subsidiaries, whilst providing an empirical analysis of foreign subsidiaries in Poland. Addressing a vital topic in international business and management studies, this Palgrave Pivot will be useful for researchers, students and practitioners.
Customer Loyalty and Brand Management
Loyalty is one of the main assets of a brand. In today’s markets, achieving and maintaining loyal customers has become an increasingly complex challenge for brands due to the widespread acceptance and adoption of diverse technologies by which customers communicate with brands. Customers use different channels (physical, web, apps, social media) to seek information about a brand, communicate with it, chat about the brand and purchase its products. Firms are thus continuously changing and adapting their processes to provide customers with agile communication channels and coherent, integrated brand experiences through the different channels in which customers are present. In this context, und...
Applying Partial Least Squares in Tourism and Hospitality Research
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.
Advanced Issues in Partial Least Squares Structural Equation Modeling
Written as an extension of A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) Second Edition, this easy-to-understand, practical guide covers advanced content on PLS-SEM to help students and researchers apply techniques to research problems and accurately interpret results. The book provides a brief overview of basic concepts before moving to the more advanced material. Offering extensive examples on SmartPLS 3 software and accompanied by free downloadable data sets, the book emphasizes that any advanced PLS-SEM approach should be carefully applied to ensure that it fits the appropriate research context and the data characteristics that underpin the research.
Agent Based Simulation Approach to Assess Supply Chain Complexity and Its Impact on Performance
In today's global business environment, the intense competition, the changing and uncertain conditions, and the increasing customer's requirements are challenges for the companies' operational efficiency and profitability. In this context, companies highlight the importance of supply chain design and its holistic understanding in order to achieve and sustain competitive strengths. This book analyses supply chains as complex systems, whose performance is characterized by their structural configuration and emergent behaviour. The author analyses the supply chain structure and behaviour within the scope of complexity science. He focuses on supply chain complexity by means of a literature review...
Measurement and Research Methods in International Marketing
Addresses issues pertaining to measurement and research methodology in an international marketing context. This title also addresses a range of subjects including response-bias in cross-cultural research, problems with cultural distance measures, and construct specification. It focuses on the development and application of novel research methods.
The Great Facilitator
This commemorative volume honors the contributions of Prof. Joseph F. Hair, Jr., who through his writings, leadership and mentoring has had a profound influence on marketing and other fields of business research. He is widely known for sidestepping mathematically complex ways of teaching statistical approaches with an eye toward making the tools accessible to the average behavioral researcher. Joe is also a bona fide researcher whose work has had a massive impact on marketing and business research in general. The book provides revealing insights on his works and acknowledges his role as an outstanding teacher and mentor who has shaped generations of researchers.
