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This paper aims to investigate the impacts of rumors' information characteristics on people's believing and spreading of rumors online.

This study employed a mixed-methods approach by combining qualitative and quantitative methods. In study 1, the authors explored different types of rumors and their information source characteristics through qualitative research. In study 2, the authors utilized the findings from study 1 to develop an empirical model to verify the impact of these characteristics on the public's behaviors of believing and spreading rumors by content analysis and quantitative research.

The results show that five information source characteristics – credibility, professionalism, attractiveness, mystery and concreteness – influence the spreading effect of different types of rumors.

This study contributes to rumor spreading research by deepening the theory of information source characteristics and adding to the emerging literature on the COVID-19 pandemic.

Insights from this research offer important practical implications for policymakers and online-platform operators by highlighting how to suppress the spread of rumors, particularly those associated with COVID-19.

This research introduces the theory of information source characteristics into the field of rumor spreading and adopts a mixed-methods approach, taking COVID-19 rumors as a typical case, which provides a unique perspective for a deeper understanding of rumor spreading's antecedences.

This paper aims to explore the effectiveness of customer inoculation strategies in the context of AI service failures in the hospitality and tourism industries. Furthermore, it examines how these strategies can enhance customer complaint behavior and satisfaction with service recovery, thereby improving the overall service experience.

Four distinct studies were conducted: Study 1 investigated the influence of customer inoculation on complaint behavior post-AI service failure. Study 2 assessed the impact of service remedies on customer satisfaction. Study 3 explored the implications of initial purchase and usage intentions. Finally, Study 4 validated the findings using a large-scale online survey.

The results indicated that customer inoculation significantly increases customer complaint behavior and satisfaction with service remedies following AI service failures. They also showed that this relationship is mediated by psychological distance. Furthermore, customer inoculation positively affects initial purchase and usage intentions, demonstrating effectiveness at various customer engagement stages.

This study enriches the literature on AI hospitality service failure and recovery by introducing the novel concept of customer inoculation. Additionally, it significantly contributes to the inoculation theory literature, which covers diverse fields. Practically, this study proposes an efficient and low-cost strategy for marketers.

This study introduces the concept of customer inoculation in the context of AI service failures, a novel approach in the hospitality and tourism literature. It provides empirical evidence of the efficacy of the strategy, bridging a crucial gap in understanding customer behavior in the face of technological disruptions.

The purpose of this research paper is to explore the determinants of patients' service choices between telephone consultation and text consultation in online health communities (OHCs).

This study utilized an empirical model based on the elaboration likelihood model and examined the effect of information, regarding service quality (the central route) and service price (the peripheral route), using online health consultation data from one of the largest OHCs in China.

The logistic regression results indicated that both physician- and patient-generated information can influence the patients' service choices; service price signals will lead patients to cheaper options. However, individual motivations, disease risk and consulting experience change a patients' information processing regarding central and peripheral cues.

Previous researchers have investigated the mechanism of patient behavior in OHCs; however, the researchers have not focused on the patients' choices regarding the multiple health services provided in OHCs. The findings of this study have theoretical and practical implications for future researchers, OHC designers and physicians.

Looks at consumer research in Greater China including Mainland China, Hong Kong and Taiwan. Maps out the contributions within this area and guides future research. Examines the state of the art over the 1979‐97 period, with particular emphasis on the topics that have been researched, the extent of the theory development in the field and the methodologies used in conducting research. Uses content analysis to review 75 relevant articles. Suggests that, while a considerable breadth of topics have been researched, there remains much to be done, there is further room for theoretical development in Chinese consumer behaviour studies; and the methodologies used need improvement and further refinement.

The purpose of this study is to draw concepts from marketing and information systems research and integrate them in the context of M-commerce. The authors develop a conceptual model of technology readiness (TR) affecting perceived ubiquity (PQ) (of smartphones) and PQ affecting M-commerce adoption (MA) incorporating the moderating effect of privacy concerns (PC) on the relation between PQ and MA along with the constructs perceived usefulness (PU) and perceived ease of use (PEU).

The conceptual model was formulated using a set of qualitative research procedures (four focus group discussions) and tested using two questionnaire-based surveys (with 372 and 431 respondents each) in India. Exploratory and confirmatory factor analyses were conducted followed by structural equation modeling for the quantitative data.

Results from the quantitative study indicate a significant effect of TR on PQ, PU and PEU. All three latter constructs had a significant effect on MA. A significant moderating effect of PC on the relation between PQ and MA was also observed.

The study findings enhance the literature on the antecedents of successful adoption of M-commerce and establish the role of PQ as a significant influencer of MA.

The study findings would enable service providers with a new and relevant model of M-commerce adoption.

The major contribution of the study is the development and validation of a model that has attitudinal variables related to technology usage and their relations to M-commerce adoption.

The present paper aims to explore the antecedents and consequences of social media marketing (SMM) subsets on consumers’ purchase intentions of Indonesian airline products and services. We propose a research framework to empirically test the influence and interaction of factors, including entertainment (ENT), and interaction (INT) through the effect of trust (TR), and perceived value (PV) as mediators on purchase intention (PI).

The study employs an online survey to collect data. We collect 301 qualified questionnaires and employ structural equation modeling (SEM) to test the proposed model. The research findings enrich our understanding of the mediating role of TR and PV. Trust and perceived value significantly mediate the relationship between SMM factors and PI during initial stages of decision-making toward purchasing airline products and services.

Research findings provide support for most hypotheses regarding the significant influence of the variables proposed in the model. Furthermore, trust mediates the relationship between two of the SMM factors (INT and ENT) and purchase intention. Notably, perceived value mediates the link between entertainment and purchase intention.

This study successfully offers a model to examine the influence of social media marketing on Indonesian consumers’ purchasing intentions of airline products and services. Social media marketing components progressively impact the fundamentals of purchase intention, creating a new marketing communication style. These changes generate new opportunities and challenges for companies. This study provides a better understanding of how social media factors influence Indonesian consumers’ initial decision to purchase airline products and services.

Uncertain level discount (ULD) is a type of promotion combining regular discount (RD) with uncertainty. The purpose of this paper is to explore the impact of ULD on consumers’ perceived quality compared with RD and to identify the relevant influencing mechanism and boundary for the effectiveness of ULD.

Three online experiments were conducted with 445 participants from China. First, experiment 1 compares the attractiveness of ULD and RD. Second, experiment 2 evaluates the impacts of ULD and RD on consumers’ perceived quality and clarifies the mechanism in this process. Finally, experiment 3 examines the moderating effect of product knowledge.

ULD has the same level of attractiveness as RD with equivalent expected discount value for consumers. Besides, consumers in ULD give higher ratings to product quality compared with those in RD, and the lower diagnosticity of price cues in ULD underlies the differential effects of ULD vs RD. Furthermore, product knowledge moderates the relationship between the two promotions and perceived quality.

The findings provide valuable guidance for managers to conduct promotional campaigns. ULD is an effective promotion to attract consumers to purchase with keeping consumers’ perceived quality high, and such effectiveness will rise for products that consumers are unfamiliar with. Managers can make rational use of ULD to achieve positive promotion results in both the short and long term.

Few studies pay attention to the long-term effects of the uncertain promotion. This research profoundly investigates the impact of ULD on perceived quality, which complements existing studies from a more integrated perspective that combines short- and long-term effects. Also, this research identifies the mechanism based on the cue diagnosticity theory and puts forward a new explanation for positive uncertainty in uncertain promotions. Finally, this research applies the impact of product knowledge on information process strategies into the uncertain promotion, which clarifies the utility boundary of ULD from a new perspective and offers a more comprehensive understanding for this promotion.

The peer-to-peer (P2P) accommodation-sharing market has developed rapidly on the strength of information technology in recent years. Matching providers and customers in an information technology (IT)-enabled platform is a key determinant of both parties' experiences and the healthy development of the platform. However, previous research has not sufficiently explained the mechanism of provider–customer matching in accommodation sharing, especially at the psychological level. Based on field cognitive style theory, this study examines how the match and mismatch affect customers' online and offline satisfaction and whether a significant difference exists between online and offline satisfaction under different matching patterns.

The authors test the proposed theoretical model using 122 provider–customer dyad data collected through a field study.

The results suggest that customers' online and offline satisfaction under match is significantly higher than that under mismatch. In addition, customers' online satisfaction is significantly higher than their offline satisfaction under mismatch, but there is no significant difference between the two under match. The perceived price fairness also plays a moderating role in the case of mismatch.

In summary, these findings provide a novel understanding about the matching patterns and their outcomes in the accommodation-sharing context and expand the contents and applications of field cognitive style theory and matching theory. This study will help these IT-enabled platforms to provide personalized matching services at the psychological level, thereby enhancing user experience and corporate competitiveness. 10; 10;

The purpose of this paper is to explore Chinese consumers’ behavioral intention to purchase sportswear products online, by applying the model of goal-directed behavior as a research framework.

An online survey was administered to Chinese consumers (N=475) who have purchased sportswear products online in the past. Using SmartPLS 3.0 software, a partial least squares modeling analysis was conducted on the data.

When it comes to influencing the average Chinese consumer’s desire to purchase a product online, the study indicates that attitude, subjective norms, perceived behavioral control, and positive anticipated emotion are significant factors. Moreover, desire and frequency of past behavior significantly influenced Chinese consumers’ intention to buy sportswear products online.

The findings of this study provide a better understanding, through the analyses of Chinese consumers’ decision-making processes, of consumer intention to purchase sportswear products online.

The purpose of this paper is to apply the model of goal-directed behavior (MGB) as a research framework to investigate consumers’ behavioral intention to purchase sporting goods online.

Mall intercept sampling was used to collect data from Korean consumers who have the experience of purchasing sporting goods online. After the elimination of invalid responses, total 314 valid questionnaires were used for further analysis.

The results revealed that attitude, subjective norm, positive and negative anticipated emotions had significant influences on consumers’ desire to buy sporting goods online. Moreover, the frequency of past behavior and desire played significant roles in influencing on Korean consumers’ intention. Further analysis revealed that male consumers had higher levels of positive attitude, subjective norm, positive and negative anticipated emotions, desire, intention, frequency of past behavior toward the online purchase of sporting goods than female consumers did. It also found that male consumers’ desire had a significantly stronger influence on behavioral than female consumers did.

The study suggests the benefit and gender-based targeting strategies in marketing sporting goods online. The primary limitation of this study was that respondents were all Korean online consumers of buying sporting goods. Future research should apply MGB to different countries or regions to generalize the results of this study.

The findings of this study provide a better understanding of Korean consumers’ intention to purchase sporting goods online and gender differences in their decision-making process.