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Partial Least Squares Structural Equation Modeling

Partial Least Squares Structural Equation Modeling PDF Author: Necmi K. Avkiran
Publisher: Springer
ISBN: 3319716913
Category : Business & Economics
Languages : en
Pages : 243

Book Description
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.

Partial Least Squares Structural Equation Modeling

Partial Least Squares Structural Equation Modeling PDF Author: Necmi K. Avkiran
Publisher: Springer
ISBN: 3319716913
Category : Business & Economics
Languages : en
Pages : 243

Book Description
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.

Modern Methods for Business Research

Modern Methods for Business Research PDF Author: George A. Marcoulides
Publisher: Psychology Press
ISBN: 113568412X
Category : Business & Economics
Languages : en
Pages : 479

Book Description
This volume introduces the latest popular methods for conducting business research. The goal of each chapter author--a leading authority in a particular subject area--is to provide an understanding of each method with a minimum of mathematical derivations. The chapters are organized within three general interrelated topics--Measurement, Decision Analysis, and Modeling. The chapters on measurement discuss generalizability theory, latent trait and latent class models, and multi-faceted Rasch modeling. The chapters on decision analysis feature applied location theory models, data envelopment analysis, and heuristic search procedures. The chapters on modeling examine exploratory and confirmatory factor analysis, dynamic factor analysis, partial least squares and structural equation modeling, multilevel data analysis, modeling of longitudinal data by latent growth curve methods and structures, and configural models of longitudinal categorical data.

Why Startups Fail

Why Startups Fail PDF Author: Tom Eisenmann
Publisher: Currency
ISBN: 0593137027
Category : Business & Economics
Languages : en
Pages : 370

Book Description
If you want your startup to succeed, you need to understand why startups fail. “Whether you’re a first-time founder or looking to bring innovation into a corporate environment, Why Startups Fail is essential reading.”—Eric Ries, founder and CEO, LTSE, and New York Times bestselling author of The Lean Startup and The Startup Way Why do startups fail? That question caught Harvard Business School professor Tom Eisenmann by surprise when he realized he couldn’t answer it. So he launched a multiyear research project to find out. In Why Startups Fail, Eisenmann reveals his findings: six distinct patterns that account for the vast majority of startup failures. • Bad Bedfellows. Startup success is thought to rest largely on the founder’s talents and instincts. But the wrong team, investors, or partners can sink a venture just as quickly. • False Starts. In following the oft-cited advice to “fail fast” and to “launch before you’re ready,” founders risk wasting time and capital on the wrong solutions. • False Promises. Success with early adopters can be misleading and give founders unwarranted confidence to expand. • Speed Traps. Despite the pressure to “get big fast,” hypergrowth can spell disaster for even the most promising ventures. • Help Wanted. Rapidly scaling startups need lots of capital and talent, but they can make mistakes that leave them suddenly in short supply of both. • Cascading Miracles. Silicon Valley exhorts entrepreneurs to dream big. But the bigger the vision, the more things that can go wrong. Drawing on fascinating stories of ventures that failed to fulfill their early promise—from a home-furnishings retailer to a concierge dog-walking service, from a dating app to the inventor of a sophisticated social robot, from a fashion brand to a startup deploying a vast network of charging stations for electric vehicles—Eisenmann offers frameworks for detecting when a venture is vulnerable to these patterns, along with a wealth of strategies and tactics for avoiding them. A must-read for founders at any stage of their entrepreneurial journey, Why Startups Fail is not merely a guide to preventing failure but also a roadmap charting the path to startup success.

Navigating the Shifting Landscape of Consumer Behavior

Navigating the Shifting Landscape of Consumer Behavior PDF Author: Sahin, Fatih
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 359

Book Description
The marketing world is transforming in this era of unprecedented technological advancement, changing consumer tastes, and evolving social norms. As information flows freely and brand loyalty becomes a coveted prize, understanding what motivates consumers to choose one brand over another is paramount. Navigating the Shifting Landscape of Consumer Behavior is an authoritative exploration of the dynamic interplay between consumers, brands, and the evolving digital environment. This book dives into the contemporary consumer behavior. The narrative reveals the phenomenon of brand activism as a significant force reshaping the marketing battlefield. No longer content to remain apolitical, brands are increasingly taking stances on pressing social and environmental issues. The book critically examines the dynamics of successful brand activism and explores customer reactions to companies championing social causes. The book incorporates real-world examples and practical tactics, making it an invaluable resource for marketing scholars, researchers, professionals, educators, and graduate students.

The TQM Journal, 23

The TQM Journal, 23 PDF Author: Lars Witell
Publisher:
ISBN: 9780857249029
Category : Electronic books
Languages : en
Pages : 147

Book Description
This e-book discusses and contributes to the further development of the theory of attractive quality, often referred to as the Kano model. The theory of attractive quality was introduced to the Western world through the 1984 paper entitled OC Attractive Quality and Must-Be QualityOCO by Professor Noriaki Kano and his colleagues (Kano et al., 1984). This e-book aims to encourage research on the theory of attractive quality to enter a new phase of development. It especially calls for empirical investigations into the use and application of the Kano model and theoretical development of the theory of attractive quality. This e-book spans a wide range of topics, from further extensions of the Kano methodology and new approaches to the classification of quality attributes, to lifecycles of quality attributes and the theory of attractive quality."

Building Models for Marketing Decisions

Building Models for Marketing Decisions PDF Author: Peter S.H. Leeflang
Publisher: Springer Science & Business Media
ISBN: 146154050X
Category : Business & Economics
Languages : en
Pages : 642

Book Description
This book is about marketing models and the process of model building. Our primary focus is on models that can be used by managers to support marketing decisions. It has long been known that simple models usually outperform judgments in predicting outcomes in a wide variety of contexts. For example, models of judgments tend to provide better forecasts of the outcomes than the judgments themselves (because the model eliminates the noise in judgments). And since judgments never fully reflect the complexities of the many forces that influence outcomes, it is easy to see why models of actual outcomes should be very attractive to (marketing) decision makers. Thus, appropriately constructed models can provide insights about structural relations between marketing variables. Since models explicate the relations, both the process of model building and the model that ultimately results can improve the quality of marketing decisions. Managers often use rules of thumb for decisions. For example, a brand manager will have defined a specific set of alternative brands as the competitive set within a product category. Usually this set is based on perceived similarities in brand characteristics, advertising messages, etc. If a new marketing initiative occurs for one of the other brands, the brand manager will have a strong inclination to react. The reaction is partly based on the manager's desire to maintain some competitive parity in the mar keting variables.

Developing Digital Marketing

Developing Digital Marketing PDF Author: Park Thaichon
Publisher: Emerald Group Publishing
ISBN: 1800713487
Category : Business & Economics
Languages : en
Pages : 224

Book Description
Developing Digital Marketing: Relationship Perspectives provides a holistic perspective about the role of digital marketing in the global economy, helping readers to understand the shift from traditional marketing to more novel and innovative forms.

Journal of Consumer Satisfaction, Dissatisfaction, and Complaining Behavior

Journal of Consumer Satisfaction, Dissatisfaction, and Complaining Behavior PDF Author:
Publisher:
ISBN:
Category : Consumer behavior
Languages : en
Pages : 572

Book Description


Customer Engagement Marketing

Customer Engagement Marketing PDF Author: Robert W. Palmatier
Publisher: Springer
ISBN: 3319619853
Category : Business & Economics
Languages : en
Pages : 332

Book Description
This book provides a synthesis of research perspectives on customer engagement through a collection of chapters from thought leaders. It identifies cutting-edge metrics for capturing and measuring customer engagement and highlights best practices in implementing customer engagement marketing strategies. Responding to the rapidly changing business landscape where consumers are more connected, accessible, and informed than ever before, many firms are investing in customer engagement marketing. The book will appeal to academics, practitioners, consultants, and managers looking to improve customer engagement.

Digital and Social Media Marketing

Digital and Social Media Marketing PDF Author: Nripendra P. Rana
Publisher: Springer Nature
ISBN: 3030243745
Category : Business & Economics
Languages : en
Pages : 337

Book Description
This book examines issues and implications of digital and social media marketing for emerging markets. These markets necessitate substantial adaptations of developed theories and approaches employed in the Western world. The book investigates problems specific to emerging markets, while identifying new theoretical constructs and practical applications of digital marketing. It addresses topics such as electronic word of mouth (eWOM), demographic differences in digital marketing, mobile marketing, search engine advertising, among others. A radical increase in both temporal and geographical reach is empowering consumers to exert influence on brands, products, and services. Information and Communication Technologies (ICTs) and digital media are having a significant impact on the way people communicate and fulfil their socio-economic, emotional and material needs. These technologies are also being harnessed by businesses for various purposes including distribution and selling of goods, retailing of consumer services, customer relationship management, and influencing consumer behaviour by employing digital marketing practices. This book considers this, as it examines the practice and research related to digital and social media marketing.