Dual scaling and correspondence analysis of preferences, paired comparisons and ratings

The methods of dual scaling (DS) and correspondence analysis (CA) are used extensively in marketing research for analyzing categorical data. When applied to preferences, paired comparisons and ratings, dual scaling has been contrasted with correspondence analysis, as if the two techniques operated differently on these data. In this note, we show that correspondence analysis provides exactly the same solution as dual scaling once the data have been transformed by a so-called “doubling” with respect to the respondents.     

Using stated response choice data to enrich revealed preference discrete choice models

There is growing interest in exploring the view that both revealed preference (RP) and stated preference (SP) data have useful information and that their integration will enrich the overall explanatory power of RP choice models. These two types of data have been independently used in the estimation of a wide variety of discrete choice applications in marketing. In order to combine the two data sources, each with independent choice outcomes, allowance must be made for their different scaling properties. The approach uses a full information maximum likelihood estimation procedure of the hierarchical logit form to obtain suitable scaling parameters to make one or more data sets comparable. We illustrate the advantages of the dual data strategy by comparing the results with those obtained from models estimated independently with RP and SP data. Data collected as part of a study of high speed rail is used to estimate a set of illustrative mode choice models.     

Segmentation in direct marketing channels: a transaction-patterns based method

This paper presents a method designed to segment a customer file for direct marketing using behavioral data. The results of this method are tested against the traditional Recency-Frequency-Monetary Amount segmentation model, as well as other parameters of consumer behavior. Strategic applications and future research orientations are suggested.     

Member-organization connection impacts in affinity marketing

Affinity marketing collaboration is a growing practice in the marketplace, yet theories to explain its influence are scarce in the literature. This study suggests two complementary cause-related effects stemming from an organization's connection with its members to explain the underlying mechanism of affinity marketing. The convergent findings of a survey and an experiment reveal that the responses of consumers in affinity marketing are both empathetic and particularistic. These characteristics distinguish affinity marketing from general commercial co-branding and from cause-related strategies which call for sympathetic and altruistic responses. These effects are more pronounced among individuals with a high interdependent orientation in collectivistic cultures. The dual influence of these effects makes affinity marketing an ideal marketing strategy for improving customer loyalty in the more interdependent societies in Asia.     

营销情境中的心理契约及其测量

心理契约发轫于组织行为学研究，但心理契约在企业与顾客的营销情境中同样存在。在文献回顾基础上，本文将心理契约应用到营销情境中，界定了特定的概念内涵，开发设计了相应的测度量表，并通过调查数据分析，对量表的信度与效度进行了实证检验。     

Twenty Shades of Italy: An Analysis of its Cultural,Natural, and Dual Tourist Attractions with Implications for Global Tourism Marketing

ABSTRACT

Natural and cultural tourism are the two main motivations for international tourists. The country of Italy is recognized for both of these dimensions. To fully understand the tourism characteristics of this geographically diverse and historically rich land, we compare 20 regions of Italy and identify major natural, cultural, and dual (both natural and cultural) tourist attractions as well as the number of tourists across these 20 regions. As far as we know, it is the first study of its kind to analyze tourism in Italy at the regional level. The findings of this research reveal four distinct clusters based on the regions resulting from “high versus low number of attractions” by “high versus low number of tourists.” We also analyzed secondary data on region-wise tourist-nights using discriminant analysis. The results showed that the dual (both cultural and natural) attraction sites are the most important in explaining differences in tourism across the different regions of Italy. We discuss implications of the results for global tourism marketing.     

Sustainability, Epistemology, Ecocentric Business, and Marketing Strategy: Ideology, Reality, and Vision

This conceptual article examines the relationship between marketing and sustainability through the dual lenses of anthropocentric and ecocentric epistemology. Using the current anthropocentric epistemology and its associated dominant social paradigm, corporate ecological sustainability in commercial practice and business school research and teaching is difficult to achieve. However, adopting an ecocentric epistemology enables the development of an alternative business and marketing approach that places equal importance on nature, the planet, and ecological sustainability as the source of human and other species’ well-being, as well as the source of all products and services. This article examines ecocentric, transformational business, and marketing strategies epistemologically, conceptually and practically and thereby proposes six ecocentric, transformational, strategic marketing universal premises as part of a vision of and solution to current global un-sustainability. Finally, this article outlines several opportunities for management practice and further research.     

Deriving joint space positioning maps from consumer preference ratings

Joint space multidimensional scaling maps are often utilized for positioning analyses and are estimated on survey samples of consumer preferences, choices, considerations, or intentions so as to provide a concise spatial depiction of the competitive landscape including relevant dimensions or attributes, competing brands, and consumers in the same joint space representation. Care has to be given concerning the underlying scale properties of such survey data so as not to distort the resulting joint space positioning map. We present a new joint space multidimensional scaling procedure for positioning analyses for displaying the structure in such survey data when such common ordered successive category measurement scales such as Likert, Edwards, semantic differential, etc., are employed. We present the technical details of this stochastic ordered preference multidimensional scaling vector model as well as the maximum likelihood estimation-based algorithm devised for parameter estimation. Favorable comparisons are made with several existent multidimensional scaling methods in representing the internal structure for such data in marketing positioning studies. An actual commercial positioning application concerning large sports utility vehicles consideration to buy judgments is presented with predictive validation comparisons with other multidimensional scaling joint space procedures.     

Professional Tax Service Marketing from a Consumer Buyer Behavior Perspective

Professional services marketing such as accounting and legal services are often received as less smhisticated than product marketing. The prime message promulgated from existing research has often focused on the need for professional service firms to establish formal marketing technique; This paper investigates professional services marketing of tax services from a consumer behavior perspective and the implications of developing a marketing plan. Clearly, professional service providers are operating in a different consumer environment and the marketing implications are significantly different from product marketing.     

Click Here for Internet Insight: Advances in Clickstream Data Analysis in Marketing

Clickstream data are defined as the electronic record of Internet usage collected by Web servers or third-party services. The authors discuss the nature of clickstream data, noting key strengths and limitations of these data for research in marketing. The paper reviews major developments from the analysis of these data, covering advances in understanding (1) browsing and site usage behavior on the Internet, (2) the Internet's role and efficacy as a new medium for advertising and persuasion, and (3) shopping behavior on the Internet (i.e., electronic commerce). The authors outline opportunities for new research and highlight several emerging areas likely to grow in future importance. Inherent limitations of clickstream data for understanding and predicting the behavior of Internet users or researching marketing phenomena are also discussed.     

Is dual language marketing socially responsible?

This article helps close two voids in the literature dealing with dual language (bilingual) marketing. First, it adds to the discussion about whether dual language (specifically English/Spanish) marketing that targets Hispanic consumers living in the U.S. is socially responsible. Second, it discusses how U.S. Hispanics feel about learning English and why some react negatively to bilingual marketing efforts. To determine whether dual language marketing is socially responsible, the corporate governance theories of Milton Friedman and R. Edward Freeman are used. The first conclusion is that, from Friedman’s shareholder perspective, bilingual marketing may be much less profitable than expected, if at all. From Freeman’s stakeholder perspective, dual language marketing is socially responsible if the focus is on perceived short-term needs of Hispanic consumers; however, from a broader, long-term societal approach, it is not. The second conclusion is that non-Hispanic Americans do not favor bilingual marketing. Recommendations for socially responsible ways of targeting this group are discussed.     

The Transitioning of Marketing Practices from Segment to Customer-Centric Marketing in the African Business Context: Toward a Theoretical Research Framework

ABSTRACT

Although marketing has long been posited to be shifting from segment marketing to customer-centric marketing, there is little theoretical insight into the status of such transformation, especially in emerging African economies. Therefore, this paper develops an integrated theoretical framework for assessing (a) the extent to which firms in African economies use the segment marketing mix (4Ps) versus the customer-centric marketing mix (4As) as well as (b) their antecedents and performance outcomes. Propositions drawn from qualitative data and theoretical tenets in strategic management and in institutional theory are offered to guide systematic empirical research.     

Socially Constructed Realities and the Hidden Face of Market Segmentation

Market segmentation is a construct that has existed in the marketing literature for the past fifty years and perhaps longer in practice but without a label. During that time segmentation has received considerable interest from researchers in the marketing discipline and a number of different perspectives have contributed to its development as it is now understood. This paper identifies these differences of perspective. Nevertheless, from the earliest construction to its present position fundamentally little has changed and the concerns raised in its practical application remain. Furthermore, at a base level it can be argued market segmentation is commonly understood. However, under different conditions with different dimensions the challenge to segmentation lies, paradoxically, in a broadening of the heterogeneity that the approach was designed to handle. This conceptual paper adopts a social constructionist stance to examine this central tenet of marketing theory and practice. Thought trials are conducted through conjecture and compared to notions of self and group identities with the purpose of establishing a socially constructed understanding of segmentation. Implications for theory building research and marketing practice are drawn from the conclusions.     

Internal marketing: Concepts,measurement and application

Internal marketing issues have been discussed widely for a number of years yet this remains an area in marketing with many fundamental questions unanswered. Previous research has not satisfactorily addressed a number of crucial issues in its development. The lack of attention to detail has hindered its progress and thus relegated it to the sidelines. As part of a wider study which investigates internal marketing from a transaction cost perspective, this paper sets the scene and explores the different views and applications of internal marketing. It addresses those fundamental questions that have not been thoroughly considered in the past. What are the principles that form the foundations for internal marketing? Does internal marketing belong in all organizations? Is internal marketing merely synonymous with good human resource management or should the organization pursue internal marketing in conjunction with external marketing activities? Then, with the transaction cost framework in mind, this paper considers how internal marketing can be measured and whether it is necessary, merely nice, irrelevant or indeed illegitimate.     

基于现代信息技术的营销组合决策研究

本文以现代信息技术为主要手段,以营销组合模型的构建和应用为研究对象,通过在非价格营销因素的市场反应模型的基础上引入非价格因素的递延效应,对价格与非价格营销因素组合原理和方法进行研究;通过论述价格与非价格营销因素之间的相互影响及其组合效应,构建了价格与非价格营销因素的组合决策模型;基于已构建的市场反应模型和营销组合模型,研发了具有高度人机交互性和可操作性的营销决策支持系统,并以模拟数据验证了模型的有效性。     

Optimising relationship marketing programmes: a holistic approach

Optimising relationship marketing programmes in terms of the mix of marketing activities represents a daunting task; however, it is crucial for the formation of successful marketing strategy. An analysis of research into optimisation of marketing programmes reveals models largely focus on the optimisation task, but fail to present a holistic view. Whilst adopting a systematic approach, this paper develops a model for judging the appropriateness of a relationship marketing programme from the optimisation standpoint. As such, relationship marketing programme optimisation is treated as a complex problem consisting of three partial problems related on a parametric basis. These are forming an optimal relationship marketing programme, measuring return on relationship marketing activities and calculating costs of such activities. The methods applied integer programming, multiple regression analysis, factor analysis and heuristic algorithms. The model was tested by using large-scale data on 40,000 SMEs provided by a bank. The results showed a dramatic increase in efficiency when optimising marketing decisions by applying the suggested model. This paper is among the first to present such a holistic approach and to offer an original framework.     

The future of marketing: brightest star in the firmament,or a fading meteor? Some hypotheses and a research agenda

Excellent marketing has always emanated from a deep understanding of consumer needs and expectations, combined with their right to be informed, protected and their right to quality of life. Evidence for this fundamental bedrock of marketing is provided. The problem is that in 2009 "marketing" just doesn't mean "good marketing", or even "honest marketing" and is widely seen as "mismarketing" in practice, largely the result of marketing's demotion to promotion and puffery. Evidence is provided for this view. The paper then makes some suggestions about possible new initiatives/directions for the discipline. These are:

? the name marketing itself

? making the discipline truly professional

? making marketing fully accountable for its expenditure

The accountability issue, however, is, in the author's view, the principal way to rescue the discipline from demise, so the bulk of the paper concerns this issue and sets out an agenda for research.