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The purpose of this paper are to examine: first, whether the consumer style inventory (CSI) consumer decision-making styles were related to opinion seeking using electronic word of mouth (eWOM) in social networking sites (SNSs) and attitudes toward online social shopping using SNSs; and second, whether opinion seeking in SNSs and attitudes mediated the links between decision-making styles and intent to social shop online for apparel using SNSs.

The conceptual foundation was based on Engel, Kollat, and Blackwell's model. In total, 304 college students who are SNS users provided usable responses. Structural equation modeling was employed to test the proposed model and research hypotheses.

Among the CSI consumer decision-making styles, novelty/fashion consciousness decision-making style was the most important antecedent of opinion seeking using eWOM. The brand consciousness decision-making style was the most important antecedent of favorable attitudes. Novelty/fashion consciousness, brand consciousness, and price consciousness decision-making styles had indirect effects on intent to social shop online for apparel using SNS, mediated by both opinion seeking and favorable attitudes.

This study contributes to further theoretical understanding of the types of consumers that are drawn to eWOM and their online social shopping behaviors for apparel using SNSs. By identifying individual consumer characteristics, this study can provide retailers with an initial profile of consumers who shop apparel using SNSs. Retailers can use this information to further develop the design of their social shopping sites using SNSs to meet the needs of their customers.

India has undergone dramatic change in its retail markets since economic liberalization in 1992. The authors aim to use the framework of consumer decision making styles to investigate longitudinally how these styles have changed from 1994 to 2009. They also conducted a cross-sectional analysis of the 2009 data to determine whether decision making styles are shaped by psychological variables: perceived time pressure, shopping opinion leadership, shopping self-confidence, consumer susceptibility to interpersonal influence, and materialism.

The eight different consumer decision making styles were measured with instrument by Sproles and Kendall. The psychological variables were measured with established instruments with adequate reliabilities. The survey was administered to young adults. The Indian samples from 1994 and 2009 were matched allowing for comparisons.

The longitudinal analysis showed that four of the eight decision making styles changed statistically between 1994 and 2009; there were increases for brand consciousness, novelty-fashion consciousness, and impulsive-careless shopping while perfectionist-quality consciousness decreased. The cross sectional analysis of the psychological variables showed that perceived time pressure had minimal impact while shopping opinion leadership and shopping self confidence had a major impact. Materialism and consumer susceptibility to interpersonal influence had a moderate impact.

The authors used an urban sample; a rural sample would also be useful. Future research could examine other emerging markets such as Brazil and Vietnam to identify the impact of the psychological variables on decision making styles in those countries.

The study shows that decision making styles do change as an emerging economy becomes more developed. The study also shows that psychological variables can explain some of the differences in decision making styles among consumers. Retailers and marketers can use this information to be more strategic in the way they develop their planning.

Changes in decision making styles show that consumers are now more brand and fashion conscious while being more impulsive and careless in their shopping. These changes may signal that Indians are becoming more materialistic and more focused on brands and fashion which can lead to excessive buying and debt.

The paper offers a longitudinal view of changes in decision making and a cross sectional analysis of how psychological variables affect decision making styles. This study focuses on issues not presently discussed in the literature.

Young consumers are recognized as an important and lucrative segment for the businesses across the globe. While initial steps have been taken to understand them, majority of the existing works consider both Millennials and Generation Z as a single and homogeneous market segment. The purpose of this study is to explore the consumer decision-making styles which are prevalent among Indian Millennials and Generation Z e-shoppers, and how significantly they differ from one another on each of those decision-making attributes.

This exploratory study used the generational cohort theory (GCT) as a framework. The psychographic statements (Questionnaire items) employed were adopted from several past researches on store orientation and catalog orientation, and they were rephrased to suit to the context of Indian online shopping. The principal components factor analysis with promax rotation has been used to unearth the underlying decision-styles among 503 survey participants. Subsequently, the ANOVA model was run to examine the mean differences between the cohorts.

The factor analysis has revealed that frugality (Price), convenience (Home) and social desirableness are the most dominant shopping orientations (decision-styles) that prevail among Indian (Millennials and Generation Z) online shoppers though in varying degrees. The probing of ANOVA results suggested that, though both the cohorts favor e-shopping, Generation Z are more enthusiastic about online shopping than their Millennial counterparts do.

Though Generation Z and Millennials share few characteristics between them, they exhibit different consumer behaviors. Marketers need to customize their value offerings and marketing communications that resonate well with each generational cohort.

Almost all the existing research works that have been conducted so far on generational cohorts are from Western and European countries and one could confidently say that those findings cannot be applied for the developing nations such as India which is a complex and diverse country in terms of its language, custom, religion and practices with troublesome pasts. Moreover, this is the first empirical work to be conducted to unearth the generational differences that exist between Generation Z and Millennials to the best of authors' knowledge.

The purpose of this study is to identify segments in the Gen Z population (born between 1996 and 2010) in Europe, the USA and Australia, based on brand- and lifestyle-related variables and perceptions about their online activities. This study explores how these segments differ and provide insights into cross-country similarities and differences.

An online survey was conducted with 4,304 participants, and cluster analysis and analysis of variance were used to identify and profile Gen Z segments in each of three geographical areas.

Five segments in Europe and four segments in the USA and in Australia were identified. Segments differ in terms of the importance they attach to exclusivity, inclusivity and sustainability of brands, how Gen Z members perceive money issues and stand in life and how they perceive their online activities. Similar segments are found in the three geographical areas.

This study proposes a conceptual and analytical approach for exploring intra-cohort diversity. Future research can apply this approach to different generational cohorts and use it to study intra-cohort diversity in other parts of the world.

This study provides input for marketing practitioners to create better focused and more effective campaigns.

Cross-country generational cohort research is scarce, and especially intra-cohort diversity is under-researched. This study offers a deep and fine-grained insight into the diversity of the Gen Z cohort across three geographical areas, based on representative samples in these areas.

The purpose of the study was to identify the apparel shopping styles of Ghanaian female young adults and to assess the applicability of the consumer styles inventory (CSI) within the Ghanaian context.

A multistage random sampling technique was used to select 405 Ghanaian female undergraduate students aged 18–25 years from the University of Ghana. The CSI was used to collect data and these were analyzed using principal component analysis.

The results showed that the subjects adopted multiple shopping styles when scouting for stores and selecting apparel for managing their appearance. Seven of the CSI dimensions were confirmed (perfectionism, brand consciousness, novelty-fashion consciousness, confused by over-choice, impulsive carelessness, recreational hedonism and habitual brand loyalty). A new shopping style, indifference shopping orientation was identified.

Market segmentation, product development and marketing strategies should be tailored to the shopping styles of female young consumers in Ghana.

This study, for the first time, uses the consumer characteristic approach and the CSI to identify the apparel decision-making styles of young adult female Ghanaians. This fulfils the need for the study of shopping styles, which is vital for producers and marketers to enable them to make informed decisions to meet specific needs and expectations of these cohorts of consumers.

Purchasing behaviors have been studied in various countries. Previous studies involving consumer decision-making styles for sport products have only been seen in one country in order to either identify factors of Purchase Style Inventory for Sport Products (PSISP) or classify consumer shopping behaviors. Therefore, the purpose of this paper was to identify consumers’ decision-making styles (shopping styles) for sport products from Japanese, Singaporean, and Taiwanese college-aged consumers.

The scale of PSISP was adapted to measure consumer decision-making styles (shopping styles) for sport products. This instrument is composed of 35 items under nine dimensions. CFA, 3 (Nationality) × 2 (Gender) MANOVA and ANOVA were employed.

According to the results of this study, there were significant different decision-making styles among three different countries in East Asia. Overall, Japanese male and female college-aged students exhibited higher brand consciousness than Singaporean and Taiwanese males and females.

As consumers from different countries show different lifestyle, education, economic, religion, and culture, they might have their unique shopping styles. Therefore, the dimensions related to decision-making styles need to be explored, and the scale needs to be validated using a substantial sport industry sample in the future study.

This study helps East Asian advertisers or markets to rethink and develop appropriate marketing strategies as well as to understand the different decision-making styles of local consumers and better approach new and existing consumer markets.

This paper is important for international sports marketers to predict consumer shopping patterns and maintain proper inventory levels, particularly when marketing in global markets.

The purpose of this paper is to validate the consumer styles inventory (CSI) scale for understanding the decision-making styles of shopping app users. The validated scales are used to examine the relationship between consumers’ decision-making styles and factors affecting the use of mobile shopping apps.

A total of 428 valid responses are collected from the users of the five most popular shopping apps. The mobile shopping apps are selected based on a popularity study. Data are collected from mobile app shoppers through an online survey.

Findings reveal a new set of factors that can be used for understanding use of mobile shopping apps. Decision-making styles influence the adoption of mobile apps for shopping. Factors responsible for the adoption of mobile shopping apps such as usefulness and risk perceptions differ across consumers with different decision-making styles.

The findings would facilitate online retailers in building focused marketing strategies for segmenting and targeting the consumers having different decision-making styles.

The current research is the first of its kind to examine the applicability of the CSI scale in the context of mobile app shoppers in an emerging economy. The findings enrich the existing literature by providing empirical support to the relationship between decision-making styles and factors affecting adoption of shopping using mobile apps.

The purpose of this study is to segment consumers using personal values and to link the resulting typologies with shopping styles for the fashion apparel (FA) market.

The Schwartz value inventory (SVI) was suitably modified for the Spanish fashion retail consumer context using expert and consumer panels and then administered. Firstly, principal components analysis was conducted to identify the motivational value types and compare with Schwartz. Secondly, cluster analysis was used to create a typology of Spanish fashion consumers. Finally, ANOVA analysis was conducted to link the consumer typology with a typology of shopping styles.

Eleven motivational types of consumer values were found (congruent with Schwartz's results), however with slight differences leading to the uncovering of Spanish culture‐specific motivational types such as “ecology”, “inner peace” and four distinct motivational types of “self‐direction”. This further led to the emergence of four fashion retail consumer segments which could be linked to shopping styles with six of the eight shopping styles showing significant differences across segments.

Results may vary with cultural context and consumer industry context suggesting future research opportunities.

Cultural differences in consumer values cannot be ignored even amidst globalization. Therefore, the use of consumer values for Spanish fashion retail consumer segmentation and its further link with shopping styles has significant implications for fashion retail marketers as it can be used to plan the retail marketing mix strategy.

The study has originality and value since the results provide interesting empirical evidence of the usefulness of personal values as a consumer segmentation tool, and expand one's knowledge on the relationship between cultural values and consumer shopping behaviour in a critical but neglected research domain; the Spanish fashion retail context.

The purpose of this study is to draw from sustainable social innovation theory and the Consumer styles inventory (CSI) instrument to examine secondhand clothing consumption habits for Russia. The secondhand market is the logical outcome of efforts to adopt resale as a facet of sustainable social innovation, with which to drive sustainable decision-making and socially responsible marketing in the secondhand high-end clothing market. Resale represents the cornerstone of business model innovation (BMi) for the retail sector, offering substantial opportunities for retailers who understand changes in consumption behaviour. More cost-effective and arguably greener, the sale of secondhand clothing is expected to be double the volume of fast fashion by 2030 but it remains an understudied field of research in the literature relating to the fashion industry.

Hypotheses are developed from the existing literature. Survey methodology is used to collect data from 250 Russian consumers in the city of Petersburg. The objective is to test the veracity of CSI shopper orientations, focusing on nascent motivations for high-end branded secondhand clothing, to examine sustainable social innovation and resale in an emerging market.

Four new shopping orientations are identified. Based on the empirical data, the authors suggest that five (out of the original eight CSI shopping orientations) are of internal statistical relevance, and that our new orientations are relevant for not only this market, but for neighbouring Eastern European countries too. The findings reflect postmodern evolution in behavioural motivations for Russian consumers, that can inform retail strategy in terms of BMi consumer for harnessing opportunities offered by sustainable social innovation and resale.

Whilst the CSI has been widely used, research for Eastern Europe is limited. Understanding the shopping orientations for sustainable alternatives to newly produced clothing has theoretical and practical implications for improving circularity, post-war entry strategies and countries facing economic downturn. This study contributes novel insights by examining consumer decision-making and shopping orientations in an emerging market.

Argues that profiling consumer decision‐making styles has importance to marketers, advertisers and consumer affairs specialists, but developing an approach to quantify such profiles has been problematic. Reports the application of an instrument known as the consumer style inventory (CSI) to measure these profiles for samples of consumers from Greece, India, New Zealand and the USA. Indicates, from the results, that the instrument seems more applicable to higher income countries than to developing ones. Discusses implications regarding use of the instrument and cross‐cultural issues.