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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.
Publishing cross-national research is often a difficult endeavour as ensuring equivalence of method and measures can be challenging. Even though the importance of sound data and valid measures has long been an acknowledged, it is often problematic to follow required quality standards in concrete research situations. Against this background, this volume addresses issues pertaining to measurement and research methodology in an international marketing context. Written by a group of internationally renowned scholars, the papers address a broad range of subjects including response-bias in cross-cultural research, problems with cultural distance measures, and construct specification. Others focus on the development and application of novel research methods, for example in the context of marketing efficiency measurement or international market segmentation. Collectively, the papers in this volume substantially further marketing knowledge and provide fruitful avenues for future research. As such, this volume is an invaluable asset to researchers, students and practitioners in this particular field.
This book offers an easily accessible and comprehensive guide to the entire market research process, from asking market research questions to collecting and analyzing data by means of quantitative methods. It is intended for all readers who wish to know more about the market research process, data management, and the most commonly used methods in market research. The book helps readers perform analyses, interpret the results, and make sound statistical decisions using IBM SPSS Statistics. Hypothesis tests, ANOVA, regression analysis, principal component analysis, factor analysis, and cluster analysis, as well as essential descriptive statistics, are covered in detail. Highly engaging and hands-on, the book includes many practical examples, tips, and suggestions that help readers apply and interpret the data analysis methods discussed. The new edition uses IBM SPSS version 25 and offers the following new features: A single case and dataset used throughout the book to facilitate learning New material on survey design and all data analysis methods to reflect the latest advances concerning each topic Improved use of educational elements, such as learning objectives, keywords, self-assessment tests, case studies, and much more A glossary that includes definitions of all the keywords and other descriptions of selected topics Links to additional material and videos via the Springer Multimedia App
This book offers an easily accessible and comprehensive guide to the entire market research process, from asking market research questions to collecting and analyzing data by means of quantitative methods. It is intended for all readers who wish to know more about the market research process, data management, and the most commonly used methods in market research. The book helps readers perform analyses, interpret the results, and make sound statistical decisions using IBM SPSS Statistics. Hypothesis tests, ANOVA, regression analysis, principal component analysis, factor analysis, and cluster analysis, as well as essential descriptive statistics, are covered in detail. Highly engaging and hands-on, the book includes many practical examples, tips, and suggestions that help readers apply and interpret the data analysis methods discussed. The new edition uses IBM SPSS version 25 and offers the following new features: A single case and dataset used throughout the book to facilitate learning New material on survey design and all data analysis methods to reflect the latest advances concerning each topic Improved use of educational elements, such as learning objectives, keywords, self-assessment tests, case studies, and much more A glossary that includes definitions of all the keywords and other descriptions of selected topics Links to additional material and videos via the Springer Multimedia App
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.
Onlinehandler haben in den letzten Jahren massiv an Popularitat gewonnen und dadurch weite Teile des stationaren Handels in eine existenzielle Krise gesturzt. Um gegenuber dem Onlinehandel bestehen zu koennen, mussen stationare Geschafte sich ihres einzigartigen Potenzials zur Ansprache nicht-digitalisierbarer Kundenbedurfnisse bewusstwerden und Verkaufsumgebungen in Orte des Erlebnisses sowie der Entdeckung verwandeln. Ein wesentlicher Baustein hierfur ist die gezielte Schaffung sensorischer Erfahrungen, welche zum Eintreten und Verweilen in der Verkaufsumgebung motivieren. Aber wie? Um diese Frage zu beantworten, verschafft dieser Band der Reihe "Science meets Practice" Einblicke in die neuesten Forschungsergebnisse aus dem sensorischen Marketing zum Sehen, Hoeren und Riechen. Die Autoren beschreiben die teils uberraschenden Effekte sensorischer Eindrucke auf das Konsumentenverhalten und geben klare Empfehlungen fur die Marketingpraxis. Video per App: einfach die SN More Media App kostenfrei herunterladen, einen Link mit dem Play-Button scannen und sofort das Video auf Smartphone oder Tablet ausspielen. Der Inhalt Neueste Forschungsergebnisse zu Multisensorik im Einzelhandel Konkrete Hinweise, wie visuelle, auditive und olfaktorische Reize wirken Low hanging fruits: Wie kann die sensorische Verkaufsumgebung unmittelbar und mit Hilfe einfacher Anpassungen verbessert werden? High hanging fruits: Wie sollte eine multisensorisch abgestimmte Umgebung aussehen, um eine maximale Wirkung zu erreichen? Videos mit Experteninterviews
Die Einfuhrung und insbesondere die Skalierung von KI erfordert sowohl im Marketing als auch im Gesamtunternehmen einen grundlegenden Veranderungsprozess. Damit dieser gelingen kann, mussen der organisatorische Rahmen und in der Folge die Ablauf- und Aufbauorganisation angepasst werden. Zudem muss der CMO einen pragmatischen Weg finden, erste Erfahrungen beim Einsatz von KI zu gewinnen und mit Hilfe der daraus abgeleiteten Erkenntnisse, den Transformationsprozess im Gesamtunternehmen zu unterstutzen. In diesem Band der Reihe "Science meets Practice" werden die wesentlichen Handlungsfelder fur einen CMO wie die Gestaltung der KI-Narrative, des KI-Organismus sowie der KI-Kompetenzen erlautert. Video per App: einfach die SN More Media App kostenfrei herunterladen, einen Link mit dem Play-Button scannen und sofort das Video auf Smartphone oder Tablet ausspielen. Der Inhalt Beschreibung der neuen Rahmenbedingungen des Marketings, bedingt durch Markt, Wettbewerb und Technologie Einfuhrung in das Konzept der KI Diskussion von Barrieren und Erfolgsfaktoren bei der Adaption von KI Beschreibung eines Gestaltungsrahmens fur die Neuausrichtung der Ablauf- und Aufbauorganisation im Marketing in einer KI-gepragten Umwelt Konkrete Handlungsempfehlungen fur die Einfuhrung von KI in Ihrer Marketingorganisation Videos mit Experteninterviews
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 the Primer by the same author team. This brief text features the newly-released SmartPLS 4 software.Â
Online retailers have gained massive popularity in recent years, plunging large parts of brick-and-mortar retail into an existential crisis. In order to survive in times of growing online retail, brick-and-mortar retailers must become aware of their unique potential to address non-digitizable consumer needs and transform retail environments into places of experience and discovery. A key building block for achieving this aim lies in the creation of sensory experiences that motivate consumers to enter and linger in stationary retail environments. But how? To answer this question, this volume provides insights into the latest research results from sensory marketing on vision, sound, and scent. The authors describe the sometimes surprising effects of sensory cues on consumer behavior and provide clear recommendations for marketing practice. Readers of this book have access to videos via a dedicated app: simply download the SN More Media app free of charge, scan a link with the play button and immediately play the video on your smartphone or tablet.
With applications using SmartPLS -the primary software used in partial least squares structural equation modeling (PLS-SEM)-this practical guide provides concise instructions on how to use this evolving statistical technique to conduct research and obtain solutions. Featuring the latest research, new examples, 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. Please note that all examples in this Second Edition use SmartPLS 3. To access this software, please visit
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