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This study intends to examine consumers' fashion customization experiences through a web content mining (WCM) approach. By applying the theory of customer value, this study explores the benefits and costs of two levels of mass customization (MC) to identify the values derived from style (i.e. shoe customization) and fit customization experiences (i.e. apparel customization) and further to compare the dominating dimensions of value derived across style and fit customization.

A WCM approach was applied. Also, two case studies were conducted with one focusing on style customization and the other focusing on fit customization. The brand Vans was selected to examine style customization in study 1. The brand Sumissura was selected to examine fit customization in study 2. Consumers' comments on customization experiences from these two brands were collected through social networks, respectively. After data cleaning, 394 reviews for Vans and 510 reviews for Sumissura were included in the final data analysis. Co-occurrence plots, feature extraction and grouping were used for the data analysis.

The emotional value was found to be the major benefit for style customization, while the functional value was indicated as the major benefit for fit customization, followed by ease of use and emotional value. In addition, three major themes of costs, including unsatisfied service, disappointing product performance and financial risk, were revealed by excavating and evaluating consumers' feedback of their actual clothing customization experiences with Sumissura.

This study initiates the effort to use web mining, specifically, the WCM approach to thoroughly investigate the benefits and costs of MC through real consumers' feedback of two different types of fashion products. The analysis of this study also reflects the levels of customization: style and fit. It provides an in-depth text analysis of online MC consumers' feedback through the use of feature extraction analysis and word co-occurrence networks.

The purpose of this paper is to apply Mowen’s (2000) meta-theoretical model of motivation and personality (3M) and its hierarchy of traits to deeper understand consumer behaviour towards online purchase of mass-customised apparel products.

For the current study, the meta-theoretical model of motivation and personality (3M) and its hierarchy of traits proposed by Mowen (2000) were adapted to use in the context of online purchase of mass-customised apparel products. Appropriate and significant constructs and relationships were identified in the four levels of the hierarchy of needs, specifically: one trait in the first level (surface traits), five specific traits in the second level (situational traits), three broader traits in the third level (compound traits), and finally, eight traits in the fourth level (elemental traits).

This research allowed the identification of pertinent personality traits in the context of online purchase of mass-customised apparel products and the comprehension of the relationships among these constructs using a hierarchical framework.

The originality and value of the current approach is the use of a hierarchical structure of traits to understand the relationship among personality traits in the mass-customisation field, which, to the best of the authors’ knowledge, no study has proposed. Theoretical and methodological contributions to the field derive from the current proposal.

The purpose of this paper is to make contributions toward new knowledge and understanding of how marketers can provide effective online customization experiences for customers. The practicality of online mass customization has received much attention as consumers perceive more value from customized products than from their standardized counterparts. Little research has been done to understand consumers’ behavioral intentions in response to these value additions. This study incorporates product information framing in developing and empirically testing a model of the relationship between online customization and price sensitivity, endowment addition and expected likelihood of product return.

The relationship among the constructs specified in the model was tested using multiple group structural equation modeling analysis.

The findings indicate that consumers perceived knowledge gain via customization process influences the utilitarian value, which directly impacts levels of likelihood of product return and price sensitivity. The process value, on the hedonic side, influences more on the endowment addition. Endowment addition is found to mediate the relationship between the hedonic benefits and the two utilitarian outcome variables: price sensitivity and likelihood of product return.

Understanding the consequences of customization is particularly crucial for marketers. This research is the first to expand and further our knowledge of customization, particularly in relation to its outcomes of customers’ behavioral intentions.

The purpose of this paper is to focus on online sales configurators (SCs), also known as mass-customization toolkits, which enable consumers to self-customize their product solutions online. The paper aims to provide new insights into which characteristics of an online SC increase the consumer-perceived benefits of possessing a mass-customized product.

Previous studies on mass customization (MC), sales configuration, and learning psychology are used to develop the research hypotheses, which are tested by analyzing data from 675 configuration experiences from a convenience sample of potential consumers using 31 real online SCs for laptops/notebooks, economy cars, and sport shoes/sneakers.

The paper finds support for the hypotheses that SCs with higher flexible-navigation, focused-navigation, and easy-comparison capabilities enhance not only the traditionally considered utilitarian benefit (UT), but also the consumer-perceived uniqueness benefit (UN) and self-expressiveness (SE) benefit (SE). Furthermore, consistent with the study’s hypotheses, SCs with higher benefit-cost communication and user-friendly product-space description capabilities are found to improve UT. The hypotheses that these two capabilities enhance UN and SE, however, are not supported. Post-hoc analyses suggest that the examined SCs are generally UT-centered and need improvement of their ability to communicate the UN and the SE a consumer could derive from the purchase of his/her configured product.

While prior research has primarily been concerned with conceptually arguing and empirically showing that uniqueness and self-expressiveness are two additional sources of consumer value in business-to-consumer MC, this is the first empirical study that offers insights into which characteristics online SCs should have in order to draw from these two value sources.

The purpose of this study is to investigate consumers’ intention to use mass customization by incorporating preference fit and their ability to express preferences into the theory of planned behaviour and to examine how consumers perceive behavioural control over the process of online mass customization (OMC). Preference fit, which refers to fit between consumer preference and product attributes, and ability to express preferences were integrated into theory of planned behaviour as two belief variables related to OMC.

In total, 346 potential respondents were invited via e-mail to participate in the present study acquired from an independent marketing company. We conducted a self-administrated online survey using a video clip with voice instructions to demonstrate the OMC process as a stimulus.

The results suggest that consumers’ attitudes and perceived behavioural control predicted their OMC use intentions. Preference fit positively affected consumers’ attitudes towards OMC as a behavioural belief, and the ability to express preferences positively influenced preference fit but did not predict perceived behavioural control as a control belief. Clothing involvement was a positive predictor of preference fit and the ability to express preferences.

This study contributes to the OMC literature by suggesting a theoretical framework by extending the theory of planned behaviour and identifying consumers’ belief variables as antecedents of attitudes and perceived behavioural control in the OMC context. In addition, the study examines the role of clothing involvement in facilitating consumers’ OMC beliefs, suggesting the crucial role of clothing involvement as one of individual factors extending theory of planned behaviour framework, in the OMC process.

Virtual try-on (VTO) technology with three-dimensional (3D) body scanning in a mobile application is a relatively new technique for selling custom-fit apparel. VTO involves scanning and measuring one's body and visualizing the fit of a garment on a 3D avatar. The purpose of this study is to explore consumers' experiences toward the custom-fit T-shirts and online mass customization (MC) services using the VTO technology found in online consumer reviews (OCRs).

A total of 297 OCRs were collected from the Amazon's Made for You site that uses VTO technology for the MC process. A qualitative content analysis, within a mixed method research process, was used to determine systematically the meanings within qualitative data with quantitative results. In the qualitative approach, combinations of two coding processes were employed, which were concept-driven (i.e., deductive/a priori) and data-driven (i.e., inductive/emergent) coding processes. In the quantitative approach, the prevalence of each coding in terms of its valence was calculated based on frequencies. Intercoder reliability reached 96 per cent.

In OCRs of customized apparel products and online MC services using VTO technology, consumers described expectations, perceived performance, dis/confirmation, dis/satisfaction, outcomes of dis/satisfaction and descriptive information. Those with expectations often expressed skepticism about the product and the MC process using VTO technology at the pre-consumption stage. In OCRs, they used four product dimensions and two service dimensions of perceived performance. Consumers had positive (negative) confirmation when the performance of the T-shirts and/or services worked better (worse) than their expectations. The OCRs also included dis/satisfaction with a product and/or service, its outcomes and descriptive information.

This study identified a resulting framework to identify the content in OCRs of the custom-fit T-shirts and online MC services that use VTO technology. This study extends the expectation confirmation theory by adding multiple dimensions (i.e., four product dimensions and two service dimensions) as well as more outcomes of dis/satisfaction (not limited to repurchase intentions). This study provides practical suggestions for online MC companies who are using or planning to use VTO technology on how to improve consumers' satisfaction with customized T-shirts using VTO technology.

Customization, a marketing strategy through providing personalized products, might be a new solution to motivate consumer feedbacks in electronic commerce (e-commerce) websites. Taking the dual-value of customization (emotional involvement and uniqueness expression) as the theoretical basis, this study aims to investigate the impact of customization on consumer's word-of-mouth (WOM) behaviors and contents by motivating: (1) more, (2) faster, (3) positive at first and then negative, (4) longer and (5) more helpful WOMs.

A field study was conducted with multi-sourced data: customer order data from a Chinese retailer and WOM data from Amazon.com. The two datasets were matched to filter out 463 online reviews among 6,892 customers who placed customized orders. Heckman's two-stage model, logistic regression, Ordinary least squares regression, Tobit regression, analysis of covariance and Lind–Mehlum U Test were used in the data analysis.

This study has found that (1) customization level motivates WOM behaviors including WOM posting and WOM speed, (2) an inverted U-shaped relationship exists between customization level and consumer rating and (3) customization level has a significantly positive impact on WOM helpfulness but not on WOM length.

This study advances theoretical development in the area of WOM motivators by proposing a new product-centric approach, customization, to stimulate voluntary WOMs. Empirical field research that analyzes consumer's real responses to customization is in scarcity. The dual-value of customized products is proposed as the underlying mechanism to explain the impact of customization level on consumer's WOM behaviors/contents. An interesting inverted U-shaped relationship is found between customization level and customer rating. This research provides nuanced practical guidance for websites, companies and consumers.

The purpose of this paper is to test an online apparel co-design experience model and to investigate six determinants (perceived ease of use, perceived usefulness, enjoyment, level of personalization, social presence, and attitude towards the co-designed product) of online apparel co-design experience and effects on behavioural intention.

Female college students (n=265) were surveyed after an actual online apparel co-design experience in a computer lab and interactions with other users wherever such arenas were provided. structural equation modelling was used for data analysis.

The findings revealed that subjects’ apparel co-design experience was positively affected by enjoyment, attitude towards the co-designed product, perceived ease of use, and social presence. And behavioural intention towards the mass customization sites was positively affected by subjects’ attitude towards the co-design experience, subjective norm, and enjoyment.

The research makes a unique theoretical contribution by conceptualizing MC 2.0 (MC sites that provide arenas for user interaction) and by incorporating and confirming the significance of both “enjoyment” and “social presence” variables as predictors of online apparel co-design experience.

To examine the relationships among website design features, consumer experience responses and patronage intention toward online mass customization (OMC) apparel websites.

A total of 312 useable online surveys were obtained from Mainland China consumers. Multi-item scales were adopted to measure eight constructs: visual design; information quality; entertainment, aesthetic, educational, escapist experiences; flow; and patronage intention. Structural equation modeling (SEM) was conducted to determine factor structures and to test the hypothesized relationships among website design features, 4Es (entertainment, aesthetic, educational and escapist experiences), flow and consequent purchase intention toward OMC apparel websites.

All hypotheses, but one, were supported. OMC website visual design; information quality; and entertainment, aesthetic and educational experiences had a positive effect on consumer patronage intention.

Limitations include using a sample of consumers from major cities in China; results cannot be generalized to all Chinese consumers. Websites were not actively navigated. Additionally, the present study examined only two dimensions of OMC website quality, visual design and information quality; more tangible and specific features could be considered in future research.

The findings provide website designers and marketers with insights into experiences that may lead to an increase in patronage intention toward OMC websites.

The study provides evidence that flow helps explain the impact of experiential value (i.e. 4Es) from website design features on patronage intention.

This study aims to explore the effect of two digital nudging technologies that is overt digital nudging (ODN) and covert digital nudging (CDN), on consumers’ choices of nudged options in the context of online customization systems (OCS).

This paper designed a 2 (ODN: yes/no) by 2 (CDN: yes/no) full factor between-subject lab experiment in the context of online travel package customization. This paper collected and analyzed the number of nudged options (the intermediate options) of choices among consumers in these four scenarios.

ODN and CDN have positive effects on consumers’ choices of nudged options in online customization (OC). In addition, mixed nudge (a combination of ODN and CDN) has a more significant effect on consumers’ choices of nudged options in OC than using CDN only.

This study focused only on the choice behavior of consumers in the customization context and did not analyze their attitude change. The present study used vendor recommendation as the proxy variable of ODN and default option as the proxy variable of CDN. A future study could explore other instances of ODN and CDN.

This study explores the effects of digital nudging technologies in the context of OCS. The study provides clear guidance for customization vendors on whether to use digital nudging tools and their combinations, and which tools should be preferred.

Vendors can adopt digital nudging technology to persuade consumers to choose nudged options. This nudging effect can make consumers’ choices predictable and less uncertain, thus adding profits for vendors.

First, the study focuses on the impact of digital nudging on consumers’ choices and enriches the understanding of the impact of customization system design on consumers’ choices. Second, this paper put forward a new classification method for digital nudging and proposed, respectively, the effect mechanisms on consumers’ customization choices. Third, this study explores the effect of combining multiple nudging tools in OC context on consumers’ choices, which deepens the understanding of the interactive effects of different types of nudging tools.