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This study aims to understand the reasons for individuals switching from traditional banks to Internet-only banks and examine how switching intentions differ between Generation X and Generation Z. Notably, Generation Z, being digital natives, exhibits distinct characteristics compared to Generation X, who often referred to as digital immigrants. Given the technology-driven nature of Internet-only banks, a multi-group analysis between these two generations was conducted.

This study utilizes Bansal’s push–pull–mooring model as a framework to analyze switching intention. The study collected survey data from 383 Korean participants, consisting of 198 participants from Generation Z and 185 participants from Generation X.

The findings indicate that low satisfaction and discomfort are factors that push people to leave traditional banks. Specifically, Generation Z shows a significantly higher inclination to leave traditional banks due to discomfort. On the other hand, relative advantage, compatibility, observability and trialability are factors that pull people to switch to Internet-only banks. Generation X is more likely to consider adopting Internet-only banks when compatibility is high and complexity is low.

This study is the first to explore unique motivators for Generation Z, such as their discomfort with interpersonal interactions in the retail banking sector. These findings challenge earlier research emphasizing human interaction’s importance in technology adoption, offering insights into their future adoption of contactless services.

The halal cosmetics industry continues to grow significantly. Furthermore, using halal cosmetics is a must for Muslims. This study aims to analyze the factors influencing the switching intention to halal cosmetics in Indonesia.

This quantitative study uses a Partial Least Square-Structural Equation Modelling (PLS-SEM) on 214 respondents. The variables include halal certification, halal awareness, product image, perceived behavioral control, subjective norm, attitude, advertisement and switching intention.

The product image plays the most influential role in deriving the attitude toward switching intention to halal cosmetics, following perceived behavioral control, halal awareness and subjective norm, but not halal certification and advertisement. The result indicates that the image of halal cosmetics influences customers’ attitudes toward switching to using halal cosmetics. Indonesian customers know the obligation to use halal products because they are Muslim. However, the existence of halal certification does not derive the switching intention to halal cosmetics.

This study conducts research only in Indonesia. As a recommendation, further studies might conduct a comparative test using multicultural respondents in several countries. Other studies also suggested examining factors of switching intention through different generational, especially in countries with high individualism traits.

This study will encourage the halal industry, especially the halal cosmetics industry, to pay more attention to the product image. Meanwhile, the government can provide incentives or rewards to promote industry participation in halal cosmetics. The findings provide a more detailed understanding of how product image can influence someone to switch to halal cosmetics.

Research on switching intention to halal cosmetics is still limited. This study uses halal variables, while previous studies only used religiosity. This study also introduced the product images motivating customers’ switching intention to use halal cosmetics.

During the past few years, social media has faced the challenge of maintaining its user base. Reports show that the social media giants such as Facebook and Twitter experienced a decline in their users. Taking WhatsApp's recent change of its terms of use as the case of this study and using the push-pull-mooring model and a configurational perspective, this study aims to identify pathways for switching intentions.

Data were collected from 624 WhatsApp users recruited from Amazon Mechanical Turk and analyzed using fuzzy set qualitative comparative analysis (fsQCA).

The findings identify seven configurations for high switching intentions and four configurations for low intentions to switch. Firm reputation and critical mass increase intention to switch, while low firm reputation and absence of attractive alternatives hinder switching.

This study extends extant literature on social media migration by identifying configurations that result in high and low switching intention among messaging applications.

The study identifies factors the technology service providers should consider to attract new users and retain existing users.

This study complements the extant literature on switching intention that explains the phenomenon based on a net-effect approach by offering an alternative view that focuses on the existence of multiple pathways to social media switching. It further advances the authors’ understanding of the relevant importance of switching factors.

By expanding on the work of White and Yanamandram (2007), the purpose of this paper is to examine the direct and indirect influences of switching barriers on the relationship between recovery satisfaction and repurchase intentions in an online auction environment.

Data were collected from 272 customers who had experienced online service recovery in the past six months. Partial-least squares and mediated moderation analysis are employed to test the research model.

The interrelationships among recovery satisfaction, relationship quality, and repurchase intentions are confirmed. Both lost benefit switching costs and inertia moderate the relationship between recovery satisfaction and repurchase intentions. Attractiveness of alternatives mediates the moderating effect of inertia on the relationship between recovery satisfaction and repurchase intentions.

Unlike previous studies, which have treated switching cost as a switching barrier, or used various components to represent switching barriers, this study incorporates switching cost, relationship quality, inertia, and attractiveness of alternatives as four switching barrier factors. This study further examines the direct and indirect effects of switching barriers on the relationship between recovery satisfaction and repurchase intentions.

The aim of this paper is to explore the relationship between perception of service quality, student satisfaction, switching barriers on behavioural intentions among private higher education institutions (HEIs) with self-accreditation status in Malaysia.

A total of 388 valid questionnaires were collected via a self-administered questionnaire from the undergraduate students of private HEIs with self-accreditation status in Malaysia. PLS-SEM has been employed for hypotheses testing.

The results show that student perceived service quality is positively influence student satisfaction and student behavioural intentions, particularly the positive word-of-mouth (WOM). The relationship of student perceived service quality and student behavioural intentions is fully mediated by student satisfaction. However, there is no mediating effect found for the switching barriers on the relationship between student satisfaction and behavioural intentions.

This study's findings are only generalizable to the private HEI with self-accreditation status in Malaysia. The paper contributes to the body of knowledge in the areas of service quality, satisfaction, switching barriers and behavioural intentions. These findings provide valuable insight to the private universities management and policymakers to improve existing policies and practices in order to formulate effective strategies to attract potential new students and retain the existing students through the delivery of high-quality services.

This study's findings have reconfirmed that the causal relationship of perceived service quality-satisfaction-behavioural intentions model. Switching barriers has treated as the mediator which received less attention in the context of private higher education sector. Thus, this study broadens the exiting body of knowledge and advances the understanding of how switching barriers play a crucial role by influencing students' behavioural intention, particular WOM.

The purpose of this paper is to investigate the relationship between switching intention and actual behaviour in the grocery shopping context. In particular, the study examines how switching intention drives customers to either replace the current store or cross to others. In addition, the study examines the role of cross-shopping in total-switching behaviour.

The study employs data collected from a sample consisting of 247 food grocery shoppers. The conceptual framework and hypothesis were analysed using the partial least squares approach.

The empirical results support the author’s claim that the research approach applied in this study better explains the switching intention–actual behaviour relationship. Specifically, the analysis provides strong support for the effect of switching intention and various moderating barriers on both cross-shopping and total-switching behaviour. Additionally, the study results point to the positive relationship between cross-shopping and total-switching, indicating that crossing to competing stores is the first step towards utilising the total-switching behaviour.

Implications for food retail providers are identified, together with a discussion of the study’s limitations and avenues for future research.

The study extends previous research in that it proposed and tested a conceptual framework for investigating the relationship between switching-intention and actual behaviour, claiming that switching intention drives customers to either replace their current store or cross to others, whereas the crossing pattern is a predictor of the total-switching behaviour.

The demand for Airbnb is at a peak in Malaysia with 137% of yearly growth. As such, it is indeed important to understand what makes tourists to switch to Airbnb. However, little has been known about this issue in the existing literature. Considering this, the present study aims to shed some light on the factors that drive tourists to switch to Airbnb. More specifically, the objectives of this study are to examine the direct effects of price unfairness and alternative attractiveness on psychological engagement, and to examine the direct effect as well as the mediating effect of psychological engagement towards tourists’ switching intention in the context of Malaysian Airbnb.

By considering the attribution theory, this study developed and tested a framework to examine tourists’ switching intentions. A Web-based survey was designed to collect the data which yielded 162 complete and usable responses. Structural equation modelling, more particularly, partial least squares (SmartPLS, version 3) technique was used to analyze the data.

The results revealed that price unfairness negatively affects psychological engagement, which in turn negatively affects tourists’ switching intention. However, no significant relationship was found between alternative attractiveness and psychological engagement. Additionally, psychological engagement mediated the relationship between “price unfairness and tourists’ switching intention”, but not between “alternative attractiveness and tourists’ switching intention.”

It is expected that the findings of this study will enable the hoteliers to better understand the impact of perceived unfairness, alternative attractiveness and psychological engagement in provoking tourists to switch to Airbnb services. It eventually will assist them in improving their offerings and services accordingly.

The discussion on Airbnb is quite new in the tourism literature. This study is among the pioneers to highlight the switching intention towards Airbnb in the Malaysian market. Guided by the attribution theory, this study developed and tested comparatively new linkages. More specifically, no prior study has considered psychological engagement as the antecedent of the switching intention which this study attempted to address. Additionally, this is a prior study that examines the mediating effect of psychological engagement between price unfairness, alternative attractiveness and switching intention.

The purpose of this paper is to develop an extended Push-Pull-Mooring-Habit (PPMH) framework in order to better understand users’ intention of switching from offline to an online real-person English learning platform service.

Based on 301 valid responses collected from an online survey questionnaire, structural equation modeling was employed to examine the research model.

The causal model was validated using SmartPLS 3.0, and all study hypotheses were supported. The results show that push effects (learning convenience, service quality and perceived price), pull effects (e-learning motivation, perceived usefulness), mooring effects (learning engagement, switching cost and social presences) and habit effects (relationship inertia) all significantly influence users’ switching intentions from offline to an online real-person English learning platform.

The findings should help online English learning service providers and marketers to understand the intention of offline English learning users to switch to an online real-person English learning platform, and develop related theories, services and regulations.

The present study extends the prior research of an online real-person English learning platform by providing PPMH as the general framework and demonstrating its efficacy in explaining user switching intentions.

This research aims to predict private club members’ intentions to switch service providers based on the benefit exchange theory through a structural model with a second-order factor.

This study uses a qualitative procedure to develop a functional, social and psychological model based on the benefit exchange and switching intention literatures. A further quantitative analysis surveyed a sample of 366 private club members and assessed the usefulness of this model.

The results of the confirmatory factor analysis and structural equation modeling indicate that social benefits have a stronger impact on switching intention than loss of functional benefits under the context of a high level of interaction between members and between members and service providers. In addition, they confirm the moderating effects of psychological benefits on the relationship between functional benefits and switching intention.

The findings indicate that members are unlikely to switch if there are positive word of mouth and interpersonal interactions between members and the club (social benefits). Even if they are disappointed with the functional benefits of the club’s products or services, they may still choose to stay with it owing to psychological benefits affecting their decision to switch. The findings offer managerial insights into utilizing relationship marketing activities to strengthen interpersonal relationships, word of mouth, trust, commitment and emotional factors to retain members.

This research confirms that the benefit exchange theory can explain members’ intentions to switch from their current clubs and provides valuable recommendations to managers on retaining their clubs’ members. Because the switching intentions of club members have not previously been adequately studied, this study fills an important gap in the literature.

This study explores the factors that promote university teachers' switching intention from a traditional classroom to a smart classroom based on the push–pull–mooring (PPM) framework to enrich the theoretical research on the smart classroom and provide a reference for smart classroom promotion.

The proposed conceptual framework was developed from a comprehensive review of the related literature. This study tested and validated the proposed framework using a partial least square structural equation model based on 269 valid questionnaires.

(1) Perceived inefficiency, inquiry-based learning, future expectation and technical self-efficacy had significant effects on switching intention, while low participation, perceived usefulness and habit had no significant effects on university teachers’ switching intention in the smart classroom. (2) In the process of decision-making, the course category significantly moderates the impact of perceived inefficiency and technical self-efficacy on switching intention, while the user experience of smart classrooms significantly moderates the impact of perceived inefficiency on switching intention.

This study explains university teachers' switching intention from a traditional classroom to the smart classroom, which enriches the application area of the PPM framework.