Mobile live commerce is a new method to transmit media in network streaming, wherein clients communicate with information in real time using the Internet, images, text, and videos within mobile devices through multimedia formats [4]. The platform of live commerce has the characteristics of online and offline shopping convergence that allows real-time communication with broadcasters, such as purchasing products directly from offline stores, while providing convenience for online shopping [5]. Mobile commerce is drawing fresh attention from distribution channels. Particularly, it differs from existing e-commerce as a platform wherein sellers, and consumers can communicate through real-time streaming channels using e-commerce media on the Internet and thereby interact with products and services [5,6,7]. In other words, mobile live commerce will grow into a new paradigm where consumption activities accelerate in China’s digital economy and online after COVID-19. Countries other than China are actively introducing it through live commerce platforms, and it is predicted as a distribution industry that can be further expanded in a few years [8].

Mobile commerce can be defined as e-commerce in a mobile environment that connects anytime, anywhere through a network, shares information, and purchases products. Service characteristics of such mobile commerce include ubiquity, accessibility, convenience, security, location verification, personalization, and immediate accessibility. Among these various characteristic factors, this study was conducted by extracting convenience, ubiquity, and social presence as service characteristics.

Convenience is still an important factor in technology-based self-services, mainly in social, cultural, and economic fields; achieving a goal with the shortest amount of effort compared to the cost has been defined as convenient [9]. Regarding the functions of mobile devices, they can be accessed anytime and anywhere while moving, enabling them to provide service functions more frequently; these can be considered the biggest advantages of mobile commerce [10].

Ubiquity is a characteristic that offers flexibility and convenience on the Internet and has a significant impact on the accommodation of mobile information technology [11]. Companies can typically obtain information whenever and wherever they want, including when consumers are obtaining access through mobile devices [12]. In e-commerce, connectivity with consumers is important and involves providing access to information, which can affect sales.

Social presence also refers to social existence, which represents the sense of coexistence and social intimacy that individuals feel with one another [13]. A sense of reality is a practical state that makes one mistake it as if it really happened [14]. This makes it feel as though one is together with another; it can be defined as a sense of social reality [15].

Information sources act as a medium for efficient advertising as a means of communication of advertisements. Therefore, the effect on persuasion varies depending on the source’s credibility, such as experience, reliability, expertise, and business motivation, depending on which source delivers it. In this study, attraction, vivacity, and experience were extracted as basic attributes of information sources.

Attractiveness can be divided into physical and psychological attractiveness [16]. Research on the attractiveness of informants has revealed that the attractiveness and persuasiveness of informants depends on the degree of familiarity an individual has with the informant [17,18]. The attractiveness of a source increases the interest the consumer shows toward the messages they convey [18,19].

Vividness comes from emotional fun; imagination; and temporal, spatial, and emotional familiarity. It is important to specify and characterize concreteness and actuality when conveying information [20]. The more specific the messaging of lively information is over that of abstract information, the greater the impact of the information [21].

Expertise is the degree to which an informant correctly answers, presents, or perceives the topic or problem they want to convey [22] and is defined as the awareness that consumers have in providing correct responses and making accurate judgments about the topics and issues of the messages conveyed by the informant [23].

Traditionally, the success model of an information system measured the success factors of a system by dividing it into information quality and system quality [24], and accessibility means that people can connect anytime, anywhere when they need services. In addition, in order to increase mobility in mobile commerce, compatibility in the payment system is expected to have an important influence on the intention to introduce a new system.

Information quality indicates the speed at which meaningful information is delivered, its accuracy, and its level of usefulness to users [25]. Regarding high information quality, an enterprise can provide consumers with information about a product by utilizing information systems so the consumers can recognize the product [26].

Compatibility between various systems is essential when multiple devices are used to provide services and is particularly important for mobile devices. Compatibility represents the convenience users have when utilizing these devices and their offline and online payment systems [27]. Additionally, it is important for information technology users to harmonize and recognize life values, ways of doing things, and experiences [28].

The level of enjoyment consumers has in shopping is directly related to their satisfaction with the product and their pursuit of hedonic values [29]. Consumers use mobile commerce for purposes such as social exchanges and information acquisition, while satisfying various purchasing needs. To obtain pleasure from shopping, consumers also select a market that reflects their subjective feelings [30].

Hedonic value is an important factor in shopping behavior. Consumers tend to be satisfied with a product and enjoy the shopping experience more when they pursue hedonic value [29]. Additionally, hedonic value can be considered a measure of the subjective or personal empirical benefits that buyers enjoy from shopping daily and the emotional stimulation provided by goods or services [31,32].

Perceived value refers to the value that consumers gain from purchasing goods or using services [33]; it refers to a consumer’s personal beliefs [34]. It has been recognized as an important concept that determines the consumer behavior even in mobile environments [35].

Purchase intention represents the subjective behavior of a consumer, such as the beliefs and attitudes they have about a product [36]. It was also defined as the possibility that a belief or attitude leads to an act or action of purchase [37]. Purchase intention also refers to the subjective possibility or personal condition of consumers, including the relationships among their purchasing attitudes, knowledge, and behavior.

Additionally, purchase intention is a consumer’s preference for an entity, which is a subjective personal belief that modifies their future planned behavior, including their emotional, perceptual, or consumption behavior before and after a purchase [38]. Purchase intention also refers to the degree to which a consumer would want to purchase a product online [39]. Information systems in the field of online shopping have been proven to facilitate purchases or repurchases [40].