Canonical Correlation Analysis and Wiener-Granger Causality Tests: Useful Tools for the Specification of VAR Models

Dynamic multivariate models have become popular in analyzing the behavior of competitive marketing systems because they are capable of incorporating all the relationships in a competitive marketing environment. In this paper we consider VAR models, the most frequently used dynamic multivariate models. The drawback of VAR models is that a large number of parameters have to be estimated. The problem has been addressed in several articles and the usual solution is to treat only the variables of interest as endogenous while the other variables are usually included exogenously without dynamic effects. This treatment imposes restrictions on the marketing system, which requires preliminary analysis. We propose to use canonical correlation for this purpose. Canonical correlation analysis and its associated Wiener-Granger causality testing based on the canonical correlation coefficients are useful tools to test the existence of structural relationships between (lagged) consumer response and (lagged) marketing instruments. The tools are applied on data of market shares and marketing instruments in a market of a frequently purchased consumer goods.     

Consumer Attitudes and Food Faddism: The Case of Vitamin E

Attitudes toward vitamin E were studied in an effort to gain insight into the variables associated with consumption of fad food products. Vitamin E was chosen as a typical fad food product because nutrition researchers and government agencies have generally agreed that supplementation is unnecessary in the normal human diet. A survey of 252 students revealed a 15% incidence of vitamin E use. The backgrounds, attitudes and self-report personality inventories of the students did not support the view that use of such health products as vitamin E is necessarily associated with low socioeconomic status, lack of education, ageing, desperation associated with illness or bizarre personality traits. Vitamin E usage may be associated with such personality variables as personal disorganization or extroversion. Students are distrustful of the scientific community and Federal agencies as sources of product information. The need for consumer protection from misinformation provided by popular nutrition sources is discussed.     

Self-monitoring,norms, and attitudes as influences on consumer complaining

Reactions of consumers to marketplace problems vary widely despite the frequent similarity of sources of dissatisfaction. The results of two studies designed to investigate the determinants of consumer inclinations to complain are presented. Two alternative social-psychological explanations of behavior employing self-monitoring, moral and social norms,and attitudes as predictor variables are examined.     

Organization technology and the media and purpose dimensions of organization communications

Data collected from field research using structured observations indicate for task communications significant relationships between organization technology certainty (using Perrow's typology) and use of verbal and sign media and no significant relationship with use of object and written media. These data also indicate relationships between technology certainty and stimulus and problem solving communications purposes. Directionality of communications moderates these technology-purpose relationships, even exposing some additional relationships. The last section of this article proposes a reconceptualized model of organization communications, considering technology certainty, member mobility, and leadership style as independent variables and directionality as a moderating variable.     

Re-incorporating usage situation in choice models: a base for future developments

Abstract

Understanding the consumer’s tendency to adopt new products is an ever-present essential for successful marketing campaigns. This paper presents the findings from two empirical studies that investigate the relationship between consumer innovativeness, price-prestige sensitivity, and need for emotion. A questionnaire survey was used to collect data in both studies from a sample of 668 respondents in two cities in England. The findings show that consumer innovativeness is determined by an individual’s sensitivity to price and their need for emotion. While innovative consumers are sensitive in relating price to prestige, this dispositional relationship varies across products. Furthermore, the findings suggest that enjoyment, which facilitates emotional openness and receptivity, influences innovative consumers to take the emotional route, besides the price-prestige route, to the adoption of new products. These findings have a number of important implications for marketers, particularly for the success of marketing campaigns targeted at innovative consumers who find enjoyment in using new products and are prestigiously sensitive to price.     

Consumers' Attitudes Toward Labelling of Ethical Products: The Case of Organic and Fair Trade Products

This article aims to investigate the factors that influence consumer attitudes to use labelling information in purchasing organic and Fair Trade products and to verify if labelling is a valid tool of direct shopping aid to consumers, with a view to derive inferences that may contribute to better strategic and tactical marketing decisions. A quantitative survey with a sample of 300 consumers living in south Italy was conducted to explore consumers' knowledge and attitudes toward labelling of organic and fair trade products. Data generated in this way were submitted to exploratory and segmentation analysis. The results indicate significant differences in consumer attitudes and behavior for ethical products and show the importance of new variables, other than demographics characteristics, that can influence the purchasing behavior and label information use.     

消费者创新性的结构测量及对创新性行为的影响

现有文献比较全面地揭示了消费者创新性与新产品创新性行为之间的多重关系,并探讨了这些关系产生的条件和机制。但绝大多数的理论和经验研究都将消费者创新性视为一个单维构念来进行操作性界定和测量,很少有研究去探索其内在结构并在此基础上检验每个维度与新产品创新性行为之间的关系。文章旨在探讨消费者创新性的结构维度并在此基础上观察不同类型的消费者创新性对创新性行为的影响。结论表明,消费者创新性是一个包括感知创新性和认知创新性的双维构念;作为整体的消费者创新性与新产品采用行为并没有显著的相关性,只有认知创新性才与新产品的采用行为正向相关,而感知创新性只与新产品的创新性信息搜寻正向相关。上述结论为消费者创新性提供了一个新的认识,也为今后学者从该角度来研究有关消费者创新性的其他问题提供了变量测量的工具,而且还为新产品的营销实践提供了新的管理启示。     

Middle-class black consumers and intensity of ethnic identification

This article reports on an empirical study analyzing the differences between black (buppies) and Anglo (yuppies) middle-class consumers responding to advertising featuring celebrity endorsers. Particular attention is given to variability within the black consumer segment by examining intensity of identification and socioeconomic status. Using a laboratory experiment, 160 subjects were drawn from a large metropolitan area. The implications are that while black consumers who have moved up the socioeconomic ladder have similar responses to their Anglo counterparts, they should not necessarily be viewed as having lost strong ethnic identity.     

Use of time as a determinant of family market behavior

An attempt is made to represent the concept of life style in terms of the use of time. The variables obtained are used to test their effectiveness, in conjunction with socioeconomic and attitudinal variables, for explaining certain types of consumer financial behavior, using data from two panels of young married couples, one of 130 couples in Decatur-Peoria, Illinois, and the other of 185 couples in Chicago. The results indicate that use-of-time variables are significant in helping to explain purchase of durables, ownership of credit cards, and amount of insurance.     

An Examination of the Effect of Consumer Personal Traits on Show Rooming Behavior: The Effect of Product Type

The rapid growth of online commerce and spread of mobile devices have created various trends in product-purchasing behaviors of consumers. Especially in online-to-offline commerce, “showrooming” has increased. This involves searching for products offline but purchasing them online. Among theories of consumer buying behavior based on traditional consumer characteristics, this study empirically analyzes whether there are group-specific differences in showrooming. The results show that innovative consumption tendencies are significantly related to push, pull, and mooring factors. The findings also elucidate the role of showrooming buying behavior in these relationships. In terms of push and mooring factors, these relationships are strengthened by showrooming purchase experience. This study divides products into electronic products and apparel and analyzes the effects on purchase experience using a moderator.     

Consumer Brand Hate: Steam rolling whatever I see

This study aims to investigate negative consumer‐brand relationships by developing a “Brand Hate” concept. A hierarchical Brand Hate model is theoretically discussed in light of the psychology and consumer behavior literatures. In Study‐I the Brand Hate concept was tested with two different types of consumer brand haters, true haters, and regular haters. The study found that in the study's proposed multidimensional Brand Hate hierarchy true haters display “Boiling Brand Hate” while regular haters reveal “Seething Brand Hate.” Two additional studies were developed to examine the relationship between consumer personality traits and Brand Hate, exploring which types of consumers are more prone to feel hatred toward targeted brands. Study‐II's findings revealed a relationship between consumers who are high in personality traits of “conscientiousness” and those who Brand Hate. Study‐III's findings indicated that “self‐confident” and “competitive” consumers might also be more prone to feel hatred toward those brands that perform poorly and unethically.     

Exploring Different Types of Sharing: A Proposed Segmentation of the Market for “Sharing” Businesses

Sharing instead of buying is regaining traction among today's consumers. This study aims at identifying segments of sharing consumers to unearth potentially viable clusters of a consumer behavior that is a market of growing economic relevance. By means of a qualitative study and a survey with a roughly representative sample of 1121 Swiss‐German and German consumers, a set of trait‐related, motivational, and perceived socioeconomic variables is identified that can be used to group individuals into segments that differ with regard to their approach to sharing. A cluster analysis based on these variables suggests four potential clusters of sharing consumers—sharing idealists, sharing opponents, sharing pragmatists, and sharing normatives. Two sets of testable propositions are derived that can guide further research in this domain and pave the way to a more targeted approach to the growing market of “sharing” businesses.     

Low socioeconomic class and consumer complexity expectations for new product technology

This research improves the field's understanding of subsistence consumers by investigating how low socioeconomic class relates to expectations of complexity from new products. The study tests a model of the relationship between consumer socioeconomic class, self-esteem, self-assessed capabilities, and knowledge about product domains, and the influence of self-esteem, self-assessed capabilities, and product domain knowledge on consumer expectations of complexity when facing a new product technology. A sample of 266 Colombian consumers representing different socio-economic classes is used to test the model using structural equation modeling. The results show that self-esteem, self-assessed capabilities, and product domain knowledge are predictive of expectations of complexity, with low self-esteem, low capabilities, and low product knowledge leading to higher complexity expectations. Socioeconomic status relates closely to self-esteem, self-assessed capabilities, and product domain knowledge and can be used as a surrogate for the individual-level constructs.     

Exploiting consumer–employee–retailer interactions in technology-enriched retail environments through a relational lens

The aim of this paper is to explore the relationships between consumer, frontline employees and retailer (organization) subjected to the disruptive force prompted by the adoption of innovative technologies in retail settings. Starting from qualitative data involving 43 frontline employees with different experiences, our analysis revealed that the way for building and maintaining organizational relationships changes differently considering consumer–employee and employee–retailer perspective. In particular, the emergent computer-mediated relationships seem to produce beneficial effects, while combining employees׳ existing capabilities with new competencies, thus resulting in an improvement of the entire retail process. Similarly, they are more satisfied and appreciated organization effort in supporting their jobs through the innovative technologies. Hence, the study provides an empirical contribution to the emerging literature on consumer–employee–retailer (organization) relationships in the innovative scenario through the in-depth investigation of these relationships of four case firms.     

Beyond the technology adoption: Technology readiness effects on post-adoption behavior

Technology readiness (TR) refers to people's propensity to embrace and use new technologies. Nowadays, the proliferation of technology-based products and services brings consumers not only benefits but also frustration over ineffective use of products and services. A key factor, therefore, in the diffusion and success of these products and services is how well-prepared consumers are for new technologies. Although some studies examine the relationships between TR and technology adoption, the long-term survival and substantial success of firms rely on the continued use of such technology rather than first use. This study focuses on post-adoption behavior and investigates how TR affects the continued use intention of new technology. Specifically, the study classifies usage behavior into the usage rate of basic functions, the usage rate of innovative functions, and the variety of use of innovative functions. The article then, examines how each dimension (optimism, innovativeness, discomfort and insecurity) of TR influences consumer usage patterns, and how usage patterns affect repurchase intention through consumer satisfaction. The empirical results from IPTV users in Korea show that each dimension of TR has a significantly different influence on usage patterns. The findings show that usage patterns, particularly the use of innovative functions, have a significantly positive impact on consumer satisfaction and repurchase intention. Finally, the article suggests several managerial implications and directions for further studies.     

Perceived situational effects on price sensitivity

In this article, the multidimensionality of price as perceived by members of a consumer panel is examined. Respondents are first classified as price-sensitive or non-price-sensitive with respect to a durable and a nondurable product. Several dimensions of price are then described within the framework of brand purchase decision situations, and consumer evaluations of the importance of each situational dimension are measured. Dimensions perceived as important by price-sensitive persons are different from those considered important by non-price-sensitive consumers. Variations exist in the importance of price dimensions based on type of product.     

Investigating the impact of consumers’ patriotism and ethnocentrism on purchase intention: Moderating role of consumer guilt and animosity

The present study aims to examine how consumer guilt and consumer animosity, as moderators, can impact consumers' purchase intention toward domestic products. A total of 385 responses were used to test the proposed relationship. PROCESS macro was used to examine the mediating and moderating relationships. The present study provides guidance to international marketers on why and how they should do extra efforts to mitigate guilt feeling. The study contributes to the growing body of literature on consumer ethnocentrism by investigating moderating role of consumer guilt and consumer animosity.     

Labelling wool products for animal welfare and environmental impact

The notable growth of the market in recent years indicates apparel consumers' interest in organic fibre products. Yet less is understood about how apparel consumers would respond to labelling for other credence attributes associated with animal‐fibre products, such as animal welfare or eco‐friendliness. An online survey of 507 US consumers was used to compare consumers' reactions with a variety of labelling schemes for wool product attributes, including animal‐friendly, organic and environmentally friendly production. Consumer segments were created based on frequency of label choice, and analysis of variance and multinomial logit regression were used to identify and characterize the demographics and psychographics of the consumer segments that found labelling for animal welfare or environmental concerns appealing. The study identified a segment of consumers (19% of the sample) who were motivated to purchase apparel products labelled for animal welfare. These animal‐focused consumers could be identified with relatively high accuracy from the demographic and psychographic variables in the model. The model variables, which included familiarity with organic products and self‐perceived knowledge about environmental damage related to apparel production, were not effective in identifying the environment‐focused apparel consumers. The results also demonstrated the ability of a general belief in animal rights to motivate the apparel consumers in the sample, suggesting that acting on a concern for animals could be a more powerful motivation for consumer behaviour than acting on a concern for the environment.     

Does Innovativeness Drive Environmentally Conscious Consumer Behavior?

This study seeks to improve the predictive utility of the attitude–behavior link within the realm of environmentally responsible consumption by examining the role of consumer innovativeness as a mediator. A sample of over 1400 American consumers provided data regarding their attitudes about the environment, receptiveness to new and innovative ideas, propensity to adopt new products early, and likelihood of performing a variety of green behaviors. The evidence suggests that one dimension of consumer innovativeness mediates the link between environmentally conscious attitudes and behaviors: the general affinity for new ideas. Managerial implications of these findings are discussed.     

The Pareto rule for frequently purchased packaged goods: an empirical generalization

Many markets have historically been dominated by a small number of best-selling products. The Pareto principle, also known as the 80/20 rule, describes this common pattern of sales concentration. Several papers have provided empirical evidence to explain the Pareto rule, although with limited data. This article provides a comprehensive empirical investigation on the extent to which the Pareto rule holds for mass-produced and distributed brands in the consumer-packaged goods (CPG) industry. We used a rich consumer panel dataset from A.C. Nielsen with 6 years of purchase histories from over 100,000 households. Our analysis utilizes a large number of potential factors such as brand attributes, category attributes, and consumer purchase behavior to explain variation in the Pareto ratio at the brand level across products. Our main conclusion is that the Pareto principle generally holds across a wide variety of CPG categories with the mean Pareto ratio at the brand level across product categories of .73. Several variables related to consumer purchase behavior (e.g., purchase frequency and purchase expenditure) are found to be positively correlated with the Pareto ratio. In addition, niche brands are more likely to have a higher Pareto ratio. Finally, brand/category size, promotion variables, change-of-pace brands, and market competition variables are negatively correlated with the Pareto ratio.