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The recent surge of subscription box services calls for research to understand how consumers respond to curation services. This study aims to develop and test a theoretical model to predict consumer response to AI (vs human). Particularly, the authors tested the role of stereotyping in shaping consumer perception of creativity in this context while considering the contextual moderators, shopping goals (hedonic vs utilitarian) and product category (fashion vs meal).

Two preliminary studies and the main study (total n = 761) tested the assumptions and hypotheses of the study. Preliminary study 1 (n = 511 Amazon mTurk, online survey) confirmed consumer stereotypes of humans and machines. Preliminary study 2, a single-factor between-subjects online experiment (recommender: human vs AI), was conducted at a large Midwestern university in the US (n = 56). The main study was conducted as a 2(recommender: human vs AI) × 2(product: fashion vs meal) × 2(goal: utilitarian vs hedonic) between-subjects online experiment (n = 194, Amazon mTurk).

The results confirmed that consumers are more likely to follow recommendations made by a human more than recommendations made by AI and the perceived creativity of the recommender explained the effect. Significant differences across product categories and shopping goals of the consumers were observed, calling for attention to the context of consumption.

This study extends the understanding of consumers' responses to recommendations in curation subscription services by highlighting the role of perceived creativity of humans versus AI.

Little research has been done to understand how individual elements (e.g. advertisements) within a webpage are processed and evaluated when visual complexity is increased. Thus, this study aimed to investigate how consumers allocate attention and evaluate products and advertisements on complex webpages when they are casually browsing.

This study conducted two experiments to test the causal effects of different degrees of visual complexity on consumer responses to products and advertisements. An eye-tracking experiment (n = 90) and a follow-up online experiment (n = 121) were conducted using undergraduate students as participants.

Participants formed a global impression from the overall webpage complexity, which spilled over to evaluation of individual elements on the webpage (e.g. product, advertisement). The inverted U-shaped relationships (vs. linear negative relationships) between webpage visual complexity and attitude toward the webpage, products, and advertisements were observed. The focal product was given a consistent level of attention regardless of the complexity level.

This study provides implications for website organization and design to maximize positive consumer experiences and marketing effectiveness. The findings provide implications for retailers and advertisement buyers.

This study expanded the knowledge by examining the interplay between individual elements of webpages and the whole webpage complexity when consumers browse visually complex webpages. It is a novel finding that the overall webpage complexity effect spills over to locally attended products or advertisements.

Consumers support local businesses as an ethical choice. However, consumer ethics researchers have not paid much attention to local consumption, limiting the understanding of why consumers believe local consumption is ethical. To address this research gap, this study aims to develop and test the theoretical model for local consumption decisions by integrating moral foundations theory and local–global identity literature.

An online survey of US adult consumers (n = 362) was conducted to test the theoretical model. A correlational structural equation model was used to analyze the data.

The results confirmed that consumers’ moral obligations to engage in local consumption are driven partially by pro-group moral foundations, and that this identity-based motivation is an intuitive predictor of local consumption behaviors. The findings of this study demonstrate that traditional ethical consumption frameworks that assume knowledge-based decision-making are not enough to explain local consumption, and provide arguments for the need to consider both moral intuitions and moral reasoning.

This study synthesizes two isolated streams of literature and presents an integrated model to holistically explain consumer motivations for local business support. Local consumption was rarely investigated and its unique characteristics were not fully understood in the context of ethical consumption. This study specifically focuses on local consumption, advancing our knowledge of this understudied consumer behavior.

The advance of technology creates new possibilities for enhancing shopper experience. The purpose of this paper is to gain understanding of a recent innovation found in retail environment, a recommender system (RS). Specifically, this study investigated how the retailer’s claims of RS affect consumers’ perception of personalization, and further, trusting beliefs and intentions. Additionally, the effect of sponsored recommendation (SR) on consumers’ perceived trust was explored.

A 2 (RS claim: personalized/non-personalized)×2 (SR: present/absent)×2 (involvement: high/low) between subject factorial design was employed. An online experiment was conducted. A total of 273 response collected through Amazon MTurk were used for the analysis.

The findings showed retailer’s claims for RS were enough to increase the perception of personalization. The increased perceived personalization of the RS increased trusting beliefs and trusting intention. For SR, mixed results were found. Disclosing SR increased trusting intentions under the low-involvement condition, but the opposite effect was found under high-involvement condition.

The findings highlight the importance of retailers’ articulating what RS does. This can impact trusting beliefs and trusting intention. Additionally, the findings indicate SRs should be presented in accordance to the decision-making stage. The presence of SRs during the searching stage may positively impact consumer’s perception, but their presence during purchase stage may have a negative impact.

This study is among the first to examine the effect of different retailer’s claims on how the recommendations are generated on shopper’s perception. Also, this is one of few studies to investigate how SRs in RSs impact a shopper’s perception. This research provides insights into how an RS found in retail environment influence shopping experience.

The purpose of this paper is to examine a comprehensive model explaining how web site design influences consumer's emotional and cognitive responses and contributes to satisfaction and word‐of‐mouth (WOM) communication in an online shopping context.

A total of 804 female college students completed an online survey after browsing one of two mock web sites developed to manipulate web site design quality.

Web site design quality showed positive direct effects on pleasure, arousal, and perceived information quality and indirect effects on satisfaction and WOM intention. Pleasant shopping experience increased positive perceptions and satisfaction. The results also showed that satisfaction mediated the relationship between emotional and cognitive responses and positive WOM intention.

Although an online survey was used to increase the reality of an online shopping experience, uncontrolled conditions may have influenced the results of the study. Further research needs to be conducted in a laboratory setting to control these factors.

The paper theoretically extends the applicability of the stimulus‐organism‐response paradigm to satisfaction and electronic WOM intention research and fills the gap in the current online shopping literature. The paper also offers valuable information to online retailers to maximize consumer satisfaction and generate positive WOM using web site design.

This study aims to investigate determinants of permission-granting intention of consumers based on transaction utility theory. The study also was designed to investigate the role of two individual characteristics, coupon proneness and fear of spamming as well as gender difference. Mobile coupons have quickly become an important marketing tactic. However, our understanding of mobile coupon usage is limited because previous studies of coupon usage do not examine key characteristics of new technology-based coupons. Therefore, research in this specific context is necessary.

An online survey was used and US adult consumers (N = 658) were recruited to empirically test the model. The data were analyzed using structural equation modeling.

Results provided support for the proposed model. The data confirmed the evaluation process of a potential transaction using mobile coupons hypothesized based on transaction utility theory. Gender differences were tested using multi-group analysis. There was a significant difference between females and males. Overall, negative factors, fear of spamming and perceived risk, played a more important role in the model for females than males.

The study provided theoretical support for transaction utility theory in the context of mobile coupon usage decision. Also, the study advances understanding of unique issues of mobile coupon marketing by addressing permission-granting intention and gender difference in the process of evaluation.

Mobile coupons are a new form of marketing that is expected to grow in the near future. The purpose of this paper is to understand mobile coupon adoptions among US consumers. The study identifies adopter categories based on personal innovativeness and further investigates the characteristics that distinguish identified adopter categories.

Based on innovation diffusion theory and technology acceptance model, consumers are clustered to adopter categories. The distinctiveness of adopter categories in terms of perceived usefulness, perceived ease of use, attitude, behavioral intention, and actual use of mobile coupons were investigated. Determinants of adoption decision were compared among adopter categories. A cluster analysis, Kruskal‐Wallis tests, and regression analyses were performed.

An online survey of 611 US consumers confirmed the viability of consumer adopter categories. Perceived usefulness, attitudes and behavioral intentions were significantly different across adopter categories while perceived ease of use was not. Adopter categories have different antecedents that determine mobile coupon adoption.

The current study contributes to the literature of diffusion of innovation and consumer segmentation by identifying four consumer adopter groups with PIIT (Personal Innovativeness in the domain of Information Technology).

The study presented a snapshot of mobile coupon usage in the USA. By distinguishing the adopter categories and their characteristics, the study provides important practical implications for mobile marketers to tailor mobile marketing strategies to different adopter categories.

The current study fill the gap in the literature by investigating the current status of mobile coupon adoption in the USA, identifying adopter categories, and comparing the behaviors, beliefs, and attitudes related to mobile coupon adoption across the adopter categories.

Casual online shoppers without a strong intention to purchase items can easily leave web sites within seconds. However, there is little research examining how and why consumers are engaged momentarily when they are exposed to a target stimulus in a low involvement shopping situation. This online experiment study seeks to investigate the possibility of enhancing situational involvement with personal and stimulus factors, namely enduring involvement and perceived perceptual fluency, and to determine how enjoyment contributes to the relations among enduring involvement, perceptual fluency, cognitive effort, and situational involvement, in a low‐involvement online shopping context.

An online experiment was conducted to test the conceptual model. Two mock web sites with different levels of perceptual fluency were developed to test effects of perceptual fluency on situational involvement, and participants completed an online survey after viewing one on the web site.

Structural equation modeling was performed to test the proposed model (n=657). The result confirmed that perceived perceptual fluency elicited enjoyment, which in turn positively affected situational involvement, purchase intention, and cognitive effort. Enduring involvement influences enjoyment, cognitive effort, and purchase intention in a web‐browsing situation. Enjoyment plays a key role by mediating the perceptual fluency effect and enduring involvement effect on purchase intention and cognitive effort. The findings of the current study demonstrated that perceptual fluency of a stimulus could engage people by enhancing enjoyment.

The current study provides an insight into comprehensively understanding how situational involvement can be created through visual information display/web site design as well as a personal factor. The study uniquely approaches the issue of involvement and engagement through internal, psychological process of consumers. Also, the empirical support for the proposed model successfully extends the perceptual fluency hypothesis, contributing to the field of literature.

The purpose of this paper is to develop and empirically examine a comprehensive model describing the effects of perceived characteristics of mobile coupon services on attitudes and the effects of personal innovativeness and subjective norm (SN) on behavioral intention (BI) to use such services. Gender differences in the process of mobile coupon service adoption were also investigated.

The online survey was distributed to US adult consumers (age 19 and over) recruited through an online sampling service company. A total of 657 useable responses were obtained.

The results showed that in general, compatibility and enjoyment are stronger determinants of attitudes toward mobile coupon adoption than ease of use and usefulness of mobile coupon services. Innovativeness and SN showed strong effects on BI to use mobile coupon services. Furthermore, the results demonstrated gender differences in the relative strength of perceived characteristics that affect attitudes toward mobile coupon services. Enjoyment and usefulness of mobile coupons appear to be more important for females than males while perceived ease of use is a stronger determinant for males.

The results of this study furthers understanding of the commercial use of mobile coupons by providing insights into the factors determining consumer adoption of such mobile services.

Visual information quality is one of the most important elements that determines online shoppers' experience on a web site. Yet, currently many e‐tailers use poor quality visual information such as small and blurry images. Therefore, the purpose of this paper is to investigate the impact of visual information quality on online shoppers' affective responses and behavioral intent toward the web site. The theoretical framework of perceptual fluency, the ease with which perceptual forms (i.e. objects) are processed, guided the research.

A theoretical model was developed based on the literature and tested using multivariate analysis of variance (MANOVA) and structural equation modeling (SEM). The model proposed a mediating effect of pleasure in creating positive aesthetic evaluations and behavioral outcomes of the perceptual fluency effect. An online experiment (n=1,999) was employed with two levels of perceptual fluency.

MANOVA results confirmed the perceptual fluency effect on aesthetic evaluation and pleasure. SEM analysis supported the proposed model. Pleasure had a stronger impact on behavioral intent than aesthetic evaluation. Theoretical and managerial implications of the perceptual fluency effect on online consumer behavior are discussed.

Previous research has not addressed perceptual fluency from a strong theoretical framework. The paper empirically tested and extended the perceptual fluency hypothesis. Although previous researchers observed the fluency effect on preference choices without testing the mediating effect of affect, this paper examined the mediating role of affect and confirmed the importance of pleasure in aesthetic evaluation. Also, this paper extends the scope of the perceptual fluency effect beyond aesthetic preference/evaluations to behavioral intent.