Alternative Models for Capturing the Compromise Effect

Alternative Models for Capturing the Compromise Effect PDF Author: Ran Kivetz
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

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Book Description
The compromise effect denotes the finding that brands gain share when they become the intermediate rather than an extreme option in a choice set (Simonson 1989). Despite the robustness and importance of this phenomenon, choice modelers have neglected to incorporate the compromise effect within formal choice models and to test whether such models outperform the standard value maximization model. In this article, we suggest four context-dependent choice models that can conceptually capture the compromise effect. Although these models are motivated by theory from economics and behavioral decision research, they differ with respect to the particular mechanism that underlies the compromise effect (e.g., contextual concavity vs. loss aversion). Using two empirical applications, we (1) contrast the alternative models and show that incorporating the compromise effect by modeling the local choice context leads to superior predictions and fit relative to the traditional value maximization model and a stronger (naive) model that adjusts for possible biases in utility measurement; (2) generalize the compromise effect by demonstrating that it systematically affects choice in larger sets of products and attributes than previously shown; (3) show the theoretical and empirical equivalence of loss aversion and local (contextual) concavity; and (4) demonstrate the superiority of models that use a single reference point over "tournament models" in which each option serves as a reference point. We discuss the theoretical and practical implications of this research, as well as the ability of the proposed models to predict other behavioral context effects.

Alternative Models for Capturing the Compromise Effect

Alternative Models for Capturing the Compromise Effect PDF Author: Ran Kivetz
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

Get Book Here

Book Description
The compromise effect denotes the finding that brands gain share when they become the intermediate rather than an extreme option in a choice set (Simonson 1989). Despite the robustness and importance of this phenomenon, choice modelers have neglected to incorporate the compromise effect within formal choice models and to test whether such models outperform the standard value maximization model. In this article, we suggest four context-dependent choice models that can conceptually capture the compromise effect. Although these models are motivated by theory from economics and behavioral decision research, they differ with respect to the particular mechanism that underlies the compromise effect (e.g., contextual concavity vs. loss aversion). Using two empirical applications, we (1) contrast the alternative models and show that incorporating the compromise effect by modeling the local choice context leads to superior predictions and fit relative to the traditional value maximization model and a stronger (naive) model that adjusts for possible biases in utility measurement; (2) generalize the compromise effect by demonstrating that it systematically affects choice in larger sets of products and attributes than previously shown; (3) show the theoretical and empirical equivalence of loss aversion and local (contextual) concavity; and (4) demonstrate the superiority of models that use a single reference point over "tournament models" in which each option serves as a reference point. We discuss the theoretical and practical implications of this research, as well as the ability of the proposed models to predict other behavioral context effects.

Alternative Models for Capturing the Compromise Effect in Multiattribute Logit Choice Models

Alternative Models for Capturing the Compromise Effect in Multiattribute Logit Choice Models PDF Author: Ran Kivetz
Publisher:
ISBN:
Category : Logits
Languages : en
Pages : 56

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Book Description


Handbook of Choice Modelling

Handbook of Choice Modelling PDF Author: Stephane Hess
Publisher: Edward Elgar Publishing
ISBN: 1800375638
Category : Business & Economics
Languages : en
Pages : 797

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Book Description
This thoroughly revised second edition Handbook provides an authoritative and in-depth overview of choice modelling, covering essential topics range from data collection through model specification and estimation to analysis and use of results. It aptly emphasises the broad relevance of choice modelling when applied to a multitude of fields, including but not limited to transport, marketing, health and environmental economics.

Random Regret-based Discrete Choice Modeling

Random Regret-based Discrete Choice Modeling PDF Author: Caspar G. Chorus
Publisher: Springer Science & Business Media
ISBN: 3642291503
Category : Business & Economics
Languages : en
Pages : 60

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Book Description
This tutorial presents a hands-on introduction to a new discrete choice modeling approach based on the behavioral notion of regret-minimization. This so-called Random Regret Minimization-approach (RRM) forms a counterpart of the Random Utility Maximization-approach (RUM) to discrete choice modeling, which has for decades dominated the field of choice modeling and adjacent fields such as transportation, marketing and environmental economics. Being as parsimonious as conventional RUM-models and compatible with popular software packages, the RRM-approach provides an alternative and appealing account of choice behavior. Rather than providing highly technical discussions as usually encountered in scholarly journals, this tutorial aims to allow readers to explore the RRM-approach and its potential and limitations hands-on and based on a detailed discussion of examples. This tutorial is written for students, scholars and practitioners who have a basic background in choice modeling in general and RUM-modeling in particular. It has been taken care of that all concepts and results should be clear to readers that do not have an advanced knowledge of econometrics.

Handbook of Consumer Psychology

Handbook of Consumer Psychology PDF Author: Curtis P. Haugtvedt
Publisher: Routledge
ISBN: 113667621X
Category : Psychology
Languages : en
Pages : 1296

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Book Description
This Handbook contains a unique collection of chapters written by the world's leading researchers in the dynamic field of consumer psychology. Although these researchers are housed in different academic departments (ie. marketing, psychology, advertising, communications) all have the common goal of attaining a better scientific understanding of cognitive, affective, and behavioral responses to products and services, the marketing of these products and services, and societal and ethical concerns associated with marketing processes. Consumer psychology is a discipline at the interface of marketing, advertising and psychology. The research in this area focuses on fundamental psychological processes as well as on issues associated with the use of theoretical principles in applied contexts. The Handbook presents state-of-the-art research as well as providing a place for authors to put forward suggestions for future research and practice. The Handbook is most appropriate for graduate level courses in marketing, psychology, communications, consumer behavior and advertising.

Innovation in Pricing

Innovation in Pricing PDF Author: Andreas Hinterhuber
Publisher: Routledge
ISBN: 1136199748
Category : Business & Economics
Languages : en
Pages : 447

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Book Description
Pricing has a substantial and immediate impact on profitability. Most companies, however, still use costs or competition as a main basis for setting prices. Product or business model innovation has a high priority for many companies whereas innovation in pricing has received scant attention. This book examines how innovation in pricing can drive profits. The text examines innovation in pricing from four complementary perspectives. Innovation in Pricing Strategy illustrates how companies implement innovative pricing strategies, such as customer value-based pricing. Innovation in Pricing Tactics deals with innovative tools to measure and increase customer willingness to pay and to communicate value to B2B and B2C customers. Innovation in Organizing the Pricing Function looks at state-of-the art approaches to embed the pricing function in the organization. Psychological Aspects of Pricing illustrates how companies can influence customer perceptions of value and price in their question to implement innovation in pricing. This edited volume brings together 26 articles from academics, business practitioners and consultants. Authors are from the world’s largest companies, leading research-based universities and consulting companies specialized in pricing. This book is the only book dedicated to innovation in pricing and an essential read for business executives and pricing managers wishing to treat innovation in pricing as seriously as they treat product or business model innovation.

Choice Modelling

Choice Modelling PDF Author: Stephane Hess
Publisher: Edward Elgar Publishing
ISBN: 1781007276
Category : Business & Economics
Languages : en
Pages : 322

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Book Description
'This collection of papers, by leading researchers in the field, provides an excellent view of the current state of research and applications. Exciting new techniques are presented, and realistic solutions are offered to issues that arise in applied work. It is an admirably rich volume, offering valuable insights for all readers of choice modeling.' Kenneth Train, University of California, Berkeley and NERA Economic Consulting, Inc., San Francisco, California, US 'I'm an enthusiastic fan of the ICMC, where researchers are friendly, genuinely interested in learning from and helping one another. There is much to learn because each discipline brings a different perspective to the field and to theoretical and applied problems in decision-making and choice behavior. The ICMC embodies the philosophy that most real choice problems are complex and require a cross-disciplinary approach. The papers in this volume represent an eclectic cross-section of the topics covered by key researchers in the field. I look forward to getting our PhD students and postdocs stuck into them.' Jordan Louviere, University of Technology Sydney, Australia Choice modelling has been one of the most active fields in economics over recent years. This valuable new book contains leading contributions from academics and practitioners from across the different areas of study where choice modelling is a key analytical technique, drawn from a recent international conference. Choice models explain the behaviour of individuals by quantifying their values, responses and perceptions of attributes describing the various options (alternatives) available to them. Policy makers and planners have long since recognised the potential of using choice models for guidance purposes, with applications in fields as diverse as transport analysis, healthcare, telecommunications, public service evaluation and energy. The unique mix of theoretical and applied chapters will appeal to academics, students, researchers and practitioners in various fields, as well as anyone with a general interest in the subject.

Frameworks for Market Strategy

Frameworks for Market Strategy PDF Author: Noel Capon
Publisher: Taylor & Francis
ISBN: 1317496760
Category : Business & Economics
Languages : en
Pages : 633

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Book Description
Frameworks for Market Strategy helps students understand how to develop and implement a market strategy and how to manage the marketing process. Marketing activity is the source of insight on the market, customers, and competitors and lies at the core of leading and managing a business. To understand how marketing fits into the broader challenge of managing a business, Capon and Go address marketing management both at the business and functional levels. The book moves beyond merely presenting established procedures, processes, and practices and includes new material based on cutting-edge research to ensure students develop strong critical thinking and problem-solving skills for success. In this European edition, Capon and Go have retained the strong framework of the book, but have updated the cases, examples, and discussions to increase the book’s relevance for students outside the USA. Key features include: • A strong strategic focus, teaching students how to analyze markets, customers, and competitors to plan, execute, and evaluate a winning market strategy • Practical examples from a range of contexts, allowing students to develop the skills necessary to work in for-profit, public, or non-profit firms • Emphasis on understanding the importance of working across organizational boundaries to align firm capabilities • Full chapters devoted to key topics, including brand management, digital marketing, marketing metrics, and ethical as well as social responsibilities • Focus on globalization with a chapter on regional and international marketing • Multiple choice, discussion, and essay questions at the end of each chapter Offering an online instructor’s manual and a host of useful pedagogy – including videos, learning outcomes, opening cases, key ideas, exercises, discussion questions, a glossary, and more – this book will provide a solid foundation in marketing management, both for those who will work in marketing departments, and those who will become senior executives.

Advances in Consumer Research

Advances in Consumer Research PDF Author: Punam Anand Keller
Publisher:
ISBN: 9780915552498
Category : Business & Economics
Languages : en
Pages : 440

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Book Description


Operations Research Proceedings 2010

Operations Research Proceedings 2010 PDF Author: Bo Hu
Publisher: Springer Science & Business Media
ISBN: 3642200095
Category : Business & Economics
Languages : en
Pages : 664

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Book Description
This book contains selected papers from the symposium "Operations Research 2010" which was held from September 1-3, 2010 at the "Universität der Bundeswehr München", Germany. The international conference, which also serves as the annual meeting of the German Operations Research Society (GOR), attracted more than 600 participants from more than thirty countries. The general theme "Mastering Complexity" focusses on a natural component of the globalization process. Financial markets, traffic systems, network topologies and, last but not least, energy resource management, all contain complex behaviour and economic interdependencies which necessitate a scientific solution. Operations Research is one of the key instruments to model, simulate and analyze such systems. In the process of developing optimal solutions, suitable heuristics and efficient procedures are some of the challenges which are discussed in this volume.