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This study explores the influence of live streaming mode on the purchase intention of tropical fruits among consumers in Henan, China, in the context of the rapid growth of e-commerce. Live streaming has emerged as a dynamic and interactive platform that enables real-time engagement between sellers and buyers, offering visual product demonstrations and instant feedback opportunities. The research focuses on three critical factors affecting purchase intention: perceived trust, perceived value, and perceived risk. A quantitative research design was employed, collecting data from 392 participants through structured questionnaires. The analysis indicates that interactive communication, transparent information sharing, and authentic presentations during live streaming significantly enhance perceived trust and perceived value. Higher perceived trust fosters a stronger sense of reliability toward sellers, while increased perceived value motivates consumers by highlighting product quality, freshness, and fair pricing. Furthermore, effective live streaming strategies can substantially reduce perceived risks related to product authenticity, quality uncertainty, and transaction security, creating a more favorable purchase environment. The results suggest that the integration of engaging storytelling, professional product showcasing, and active audience interaction serves as a catalyst for influencing consumer attitudes and behaviors toward purchasing tropical fruits. This study enriches the existing literature on live streaming commerce by highlighting its psychological and behavioral impacts on consumer decision-making. In practical terms, the findings offer actionable insights for marketers and fruit sellers, emphasizing the importance of building trust, delivering genuine product experiences, and minimizing risks to maximize purchase intentions. These strategies are particularly relevant for agricultural e-commerce in Henan, where live streaming can bridge the gap between rural producers and urban consumers. Overall, this research provides both theoretical contributions to the study of digital co sumer behavior and practical guidance for optimizing live streaming as a competitive marketing tool in the fresh produce industry.

This study aims to analyze the influence of Uses and Gratifications Theory (U&G Theory) dimensions—including hedonic gratification (perceived enjoyment), utilitarian gratification (perceived utility and self-presentation), and social gratification (social presence) as well as perceived network size on continuous purchase intention. In addition, the study explores the mediating role of perceptions of digital celebrities in the context of live streaming shopping for modest fashion products on TikTok. A quantitative approach was employed using a survey method involving 429 TikTok users who had purchased modest fashion items through live streaming. The data were analyzed using covariance-based Structural Equation Modeling (SEM) with AMOS software. The findings reveal that perceived utility, self-presentation, and social presence positively influence continuous purchase intention, whereas perceived enjoyment shows no significant effect. Furthermore, perceived network size has a significant impact on perceived enjoyment, perceived utility, and social presence. The study also demonstrates that perceptions of digital celebrities mediate the relationship between perceived network size and all dimensions of U&G Theory. These results enrich the literature on consumer motivation and behavior in live streaming commerce and offer strategic implications for businesses in designing relevant content and collaborations to foster customer loyalty.

The development of e-commerce and digital technology has changed the consumption patterns of students, especially through live streaming features and twin date events on Shopee. This study aims to analyze the role of Fear of Missing Out (FOMO) in mediating the influence of live streaming and twin-date events on the consumption behavior of students at Yogyakarta State University. A quantitative approach was used with the Structural Equation Modeling (SEM) method based on Partial Least Squares (PLS). The research sample consisted of 315 student respondents who had used the live streaming feature and participated in Shopee's twin-date events. The results showed that twin-date events had a positive and significant effect on FOMO and consumer behavior, while live streaming only had a significant effect on consumer behavior but not on FOMO. FOMO itself significantly influences consumer behavior and mediates the influence of the twin date event on consumer behavior. However, FOMO does not mediate the influence of live streaming on consumer behavior. This finding indicates that the urgency of time and exclusive promotions during the twin date event are more effective in triggering FOMO than live streaming. This study recommends the importance of digital consumption literacy for students and the development of emotion-based marketing strategies by e-commerce platforms. This study has limitations in terms of sample scope and variables used, so further research is recommended to include additional variables such as lifestyle or financial literacy, and to expand the sample to other universities.

The purpose of this study was to see how promotions and live streaming features impact the decision of Shopee users to purchase fashion products in the 2022 intake. This quantitative study involved 54 respondents from a population of 117 students selected through a simple random sampling method. Primary data were collected through online questionnaires and analyzed using multiple regression using SPSS. Validity, reliability, classical assumptions, and hypothesis tests were also conducted. The study shows that students of Economics Education, Sebelas Maret University, 2022 intake significantly choose fashion products because of promotions and Shopee's live streaming features. Promos are considered to be able to save consumer spending, thus increasing interest and enthusiasm for transacting through the Shopee application. Meanwhile, the live streaming feature makes it easier for consumers to see products directly, assess quality, and make purchases more practically. As for further researchers, it is recommended to add other variables (for example, consumer trust), compare with other e-commerce platforms, use mixed methods, analyze different user segments, and examine the long-term impact on brand loyalty.

This study aims to analyze the marketing communication strategy used by Nibras House Wanasari on the Tiktok social media platform. This study will examine how Nibras House Wanasari utilizes Tiktok to promote its products and increase sales. Tiktok is one of the social media that continues to grow rapidly, and has great opportunities for entrepreneurs or marketers to interact with audiences directly or indirectly. By utilizing the AIDA marketing concept (Attetion, Interest, Desire, Action) Nibras House Wanasari has succeeded in attracting the attention of the audience with interesting content, arousing interest, creating desire, and encouraging active action. The method used in this study is a literature study with a qualitative approach. Researchers apply the AIDA marketing strategy to assess the effectiveness of content and live streaming in driving consumer behavior and considering the impact of the strategy on sales interest and brand awareness.

This study investigates the impact of live streaming, promotions, and online customer reviews on purchasing decisions among users of the Tokopedia platform in Indonesia. The rapid development of the internet, particularly during the COVID-19 pandemic, has transformed consumer behavior, leading to increased adoption of digital shopping methods. Utilizing a quantitative research design, data were collected from 130 respondents who have engaged with Tokopedia's live streaming feature, Tokopedia Play. The findings reveal that both live streaming and promotional strategies significantly influence online reviews and purchasing decisions, with coefficients of 0.426 and 0.445, respectively. Online reviews also play a critical mediating role, enhancing the relationship between live streaming, promotions, and purchasing decisions. The demographic analysis indicates that younger consumers, particularly those aged 17-26, dominate the user base, highlighting the need for tailored marketing strategies. Despite the positive outcomes, challenges such as the digital divide and cybersecurity concerns persist, necessitating strategic measures to enhance digital literacy and secure online transactions. The study concludes that leveraging live streaming, promotions, and positive online reviews can significantly enhance consumer engagement and drive sales in the competitive e-commerce landscape of Indonesia. Future research should explore the long-term effects of these variables on consumer loyalty and the impact of emerging technologies on the e-commerce experience.

This study uses a qualitative method to analyze content trend strategies in interactive digital marketing that contribute to building consumer loyalty. In today’s highly competitive digital era, companies are required to create strong engagement with consumers through digital platforms such as social media, websites, and applications. Content trends like storytelling, user-generated content, live streaming, and influencer usage have proven to attract audiences and encourage ongoing interaction. This research explores how these trends are applied by various brands and how consumers respond to these approaches over the long term. The findings show that message consistency, emotional value in content, and interactivity are key factors in forming emotional bonds that impact loyalty. Furthermore, two-way engagement between consumers and brands through comments, likes, and sharing features strengthens this relationship. By understanding consumer digital preferences and behaviors, content strategies can be dynamically adapted to maintain loyalty while expanding the relevant market reach.

The development of digital marketing has contributed to strengthening the business ecosystem. Digital marketing not only transforms traditional offline marketing into online marketing but also reshapes the marketing ecosystem itself. Communities that once gathered in physical spaces now connect virtually through digital marketing. One of the products that implements community marketing is Somethinc. This study aims to analyze the community marketing strategy in building brand loyalty for Somethinc on TikTok Shop. The research employs a descriptive qualitative approach. Data was collected through digital exploration and observation, supported by secondary data from official publications and literature relevant to the research topic. The findings indicate that Somethinc’s community marketing strategy on TikTok Shop has contributed to building brand loyalty. By leveraging interactive features such as live streaming, user-generated content (UGC), and collaborations with influencers, Somethinc has successfully created an engaged and active customer community. This success is reflected in the high number of followers, increased interactions, and sales data showing continuous positive growth. Community-based marketing strategies allow Somethinc to establish stronger emotional connections with consumers. Direct interactions with customers through TikTok not only enhance engagement but also encourage repeat purchases and recommendations from loyal customers. Additionally, Somethinc’s success is supported by the effective utilization of marketing trends, including the integration of marketing content with social commerce methods, enabling customers to engage in a more interactive and personalized shopping experience. This study suggests that Somethinc should continue product innovation to maintain business sustainability.

This study aims to analyze the endorsement strategy used by the TikTok account @fujiiian in building personal brand awareness in the digital era. The research method used is descriptive qualitative with observation and documentation techniques on 16 endorsement videos uploaded during May 2025. The results of the study show that the @fujiiian account, with 36.9 million followers, consistently uploads endorsement content dominated by honest reviews, tutorials, and story telling. The average viewers per endorsement video of 7.42 million and an average engagement rate of 1.03% indicate the effectiveness of the strategy being implemented, where this figure is included in the good category for an account with tens of millions of followers. Active interaction with the audience through comment replies and live streaming also strengthens loyalty and emotional closeness between creators and followers. These findings confirm that an authentic, informative, and interactive endorsement strategy is able to build strong personal brand awareness and strengthen account positioning amidst influencer competition on TikTok. This study provides an academic contribution to the literature on personal branding and endorsement on social media, as well as being a practical reference for content creators who want to build a personal brand effectively on digital platforms.

The advancement of the digital era has provided a significant platform for shopping. In this context, factors such as live streaming, content marketing, and customer trust play a crucial role in influencing consumers’ purchasing decisions on TikTok social commerce. This study aims to examine the impact of live streaming, content marketing, and customer trust on the purchasing decisions of Generation Z users of TikTok’s social commerce at the Faculty of Economics and Business, University of Lampung. With the rapid growth of social media-based e- commerce, these factors have become critical in determining consumer purchasing decisions. Data was collected through a questionnaire designed using Google Forms and distributed to 115 respondents using a non-probability sampling method and purposive sampling technique. Data analysis was performed using SPSS version 26. The analytical methods used included multiple linear regression and hypothesis testing through t-tests and F-tests. The results of the study show that all three independent variables, namely live streaming, content marketing, and customer trust, have a positive and significant impact on purchasing decisions. These findings suggest that marketing strategies based on live streaming, engaging content, and efforts to build consumer trust can enhance purchasing decisions in social commerce.

Shopee, as one of the e-commerce platforms in Indonesia, provides live streaming and online customer review features to increase interaction and product information. This research aims to determine the effect of live streaming and online customer reviews on purchasing decisions among Shopee users among Darul Ulum Islamic Center Sudirman University students. The research method used is quantitative with an associative approach.  The research sample consisted of 100 respondents using a purposive sampling technique. The data collection technique was carried out using a questionnaire distributed via Google Forms.  The research results show that live-streaming shopping and online customer reviews significantly positively influence purchasing decisions among Shopee users among students at Darul Ulum Islamic Center Sudirman University. The adjusted R square value is 0.588. This shows that the independent variables in this research (live streaming shopping and online customer reviews) can explain the dependent variable (purchase decisions) by 58.8%.

Digital transformation and e-commerce have changed consumer behavior in purchasing products. This research aims to analyze the role of Affiliate Marketing and Live Streaming on purchasing decisions. This research uses a qualitative approach with a descriptive-analytic method, which focuses on analyzing the role of Affiliate Marketing and Live Streaming in product purchasing decisions on the Shopee e-commerce platform. This research takes an analytical approach based on a literature review, analyzing the role of affiliate marketing and live streaming in influencing product purchasing decisions on the Shopee e-commerce platform. The results of this research show that affiliate marketing plays a role in purchasing decisions, as well as live streaming has a role in shopee purchasing decisions because according to the results of analysis from several sources and journals, both have an influence on purchasing decisions.

Live streaming on social media has changed the way people share information and entertainment, providing greater convenience and access than conventional broadcasting. However, this change also brings challenges, especially regarding ethics and its impact on young audiences. Content on social media is often poorly monitored, making it easy to find sensational or inappropriate content, such as violence, hoaxes and unethical behavior. This is exacerbated by platform algorithms that prioritize content that triggers emotional reactions to increase popularity. Conventional broadcasting has strict rules to maintain the quality and ethics of content, while live streaming on social media often relies solely on platform policies which are not always effective. As a result, many content creators try to attract attention in extreme ways, which can influence the behavior and mindset of young audiences. This research discusses the differences between conventional broadcasting and live streaming on social media, as well as the importance of the responsibilities of platforms and content creators in maintaining ethics. Apart from that, digital literacy for young audiences is needed so that they can be more critical in choosing content. In conclusion, cooperation between content creators, social media platforms and society is needed to ensure social media becomes a safer and more beneficial place for all.

This article aims to analyze the views of Generation Z (Gen Z) towards the use of Mobile Legends online game as a source of income. This research uses a qualitative approach with a case study method involving six research subjects aged 20-24 years old and actively playing Mobile Legends. Data were collected through semi-structured interviews, observations, and documentation studies. The results showed that Gen Z has a positive view of Mobile Legends as a source of additional income. Their main motivations are the desire to earn extra income, an income-generating hobby, filling spare time, and entrepreneurial opportunities. The strategies used include selling accounts, becoming a jockey, live streaming, content creation, and participating in tournaments. Challenges faced include fierce competition, meta game changes, risk of fraud, and the need to maintain a balance between gaming and real life. Playing intensity has a relationship with monetization success, but excessive intensity can have a negative impact. This research provides new insights into the phenomenon of online game utilization as a source of income among Gen Z and its implications for the digital economy and entrepreneurship.

This study investigates the influence of live streaming commerce and online customer reviews on impulsive buying behavior, with e-trust as an intervening variable, focusing on Somethinc cosmetics among Generation Z consumers. Utilizing a quantitative approach, the research gathered data from 100 respondents selected through purposive sampling in Palangka Raya City. The Partial Least Square - Structural Equation Model (PLS-SEM) was employed to analyze the relationships between variables. The findings reveal that live streaming commerce has a significant positive effect on both e-trust and impulsive buying, emphasizing its role as an interactive and engaging marketing tool. Online customer reviews also positively impact e-trust and impulsive buying, albeit with a weaker effect. However, the mediating role of e-trust between these factors and impulsive buying is not statistically significant, suggesting that Generation Z consumers prioritize interactive and social aspects over trust in their purchasing decisions. This study provides valuable insights for marketers aiming to enhance impulsive buying through digital marketing strategies. Future research is encouraged to explore these relationships across various industries and demographics to broaden the understanding of impulsive buying behavior.  

The rapid advancement of digital technology has unlocked new opportunities in marketing, especially through social media platforms like TikTok. This study explores the synergy between viral marketing, gimmick marketing, and influencer marketing in driving the transformation of customer behavior from passive consumers to active participants within the digital marketing ecosystem. A quantitative approach was employed, collecting data from 200 respondents actively involved in digital marketing on TikTok as resellers, dropshippers, affiliates, and co-creators. Using the Partial Least Squares method for analysis, the findings reveal that viral marketing significantly influences the transformation of customer behavior. Similarly, gimmick marketing demonstrates a direct and significant impact on this transformation. Moreover, influencer marketing serves as a mediator, amplifying the effects of both viral and gimmick marketing on transformation of customer behavior. This behavioral shift is evident in the transition of consumers from passive roles to active contributors, taking on positions such as resellers, dropshippers, affiliates, and co-creators. At the same time, sellers are evolving from traditional marketing practices to utilizing e-commerce, social media, and live streaming to reach wider audiences. By actively engaging consumers, sellers foster a collaborative ecosystem where consumers play a pivotal role in expanding the marketing framework. To sustain long-term consumer engagement in this digital marketing ecosystem, it is essential to prioritize the selection of credible and relevant influencers while providing continuous education and support for resellers, dropshippers, and affiliates. This research strengthens the theory of planned behavior and the diffusion of innovations theory, offering fresh insights into designing marketing campaigns based on the 4Ps of digital marketing (Platform, Page, Program, and Posting) to address the needs of the digital era.

The fast-paced growth of digital technology and online communication has transformed how people connect, share information, and build communities. Among the many social media platforms, TikTok stands out for its ability to create dynamic and interactive engagement through short-form videos and live streaming features. This study explores how the retail brand OH! SOME uses communication strategies on TikTok to foster meaningful interaction with its audience. Drawing on Chriss Fill’s (1995) three-stage communication framework—Pull, Push, and Profile Strategies—the research examines how these approaches are implemented across OH! SOME’s beauty, makeup, and skincare accounts. A qualitative descriptive method was employed, combining in-depth interviews, direct observation, and documentation with three key participant roles: the operator, live streaming assistants, and hosts. The findings reveal that OH! SOME’s communication success on TikTok relies on its ability to integrate creative content with real-time interaction. The Pull Strategy attracts audiences through engaging visuals and relatable messages; the Push Strategy emphasizes teamwork and consistent interaction during live sessions; and the Profile Strategy strengthens brand image and trust among followers. Overall, the study highlights how classical communication theories can be adapted to the dynamics of digital marketing. It provides both conceptual and practical insights for brands seeking to build audience relationships in the era of social commerce. The results also underline TikTok’s potential not merely as a sales tool but as a space for creating community, authenticity, and emotional connection with consumers.

This study investigates the factors influencing Sichuan consumers' purchase intention on e-commerce in the apparel industry. The economic advantages of live streaming and e-commerce have attracted widespread attention, and researchers are particularly keen on delving into the psychological impact of these new channels on consumers' buying behavior. The emergence of new sales channels in the apparel sector is increasingly vital in stimulating sales growth. The number of respondents for this study was 395. The results of this study show that consumers’ purchase intention for e-commerce in the apparel industry would be impacted by performance expectation,  effort convenience, perceived usefulness, perceived behavior control expectation, and social impact. These findings have practical implications for marketers and e-commerce platforms, enhancing the consumer experience and increasing purchase intention.

Sales activities through online marketplaces today are not just about making product visuals, product titles, and descriptions as attractive as possible. The presence of the live streaming feature can be utilized by sellers to reach more buyers with faster and more intimate interactions. Erigo is one of the sellers who utilizes the Shopee Live live streaming feature provided by Shopee. Erigo collaborated with the idol group JKT48 in various forms of promotion, one of which was by involving JKT48 members in live streaming activities on Shopee Live. There was an increase in the number of viewers and turnover obtained by Erigo when JKT48 members were actively involved in live streaming activities through Shopee Live. The popularity of JKT48 and fan fanaticism are important in the success of the collaboration carried out by Erigo and JKT48.

Sukarara Village, Central Lombok Regency. Sukarara Village is known for its production of traditional woven fabrics that have high cultural and economic value. However, the main challenges faced are limited market access and low interest of the younger generation to preserve weaving skills. In this context, social media offers an effective solution to expand the promotional reach of woven products. Through platforms such as TikTok and Facebook, weaving artisans can showcase their products visually and interactively to a global audience. This research uses a qualitative approach with a netnography method to understand the interactions and digital marketing strategies used by local communities. The data sources studied were weaving craftsmen and weaving resellers. Data were collected through interviews, observation and documentation. Data analysis was carried out by collecting data, reducing data, presenting data, and conclusions. The instruments used were interview guidelines, observation guidelines, and documentation. Data validity was carried out by triangulating data, sources and techniques. The results showed that social media not only increased the visibility and sales of woven products but also helped in preserving local cultural heritage. TikTok, with its short video and live streaming features, proved particularly effective in attracting consumer attention and facilitating direct interaction. This research also reveals how local agents can modify and enrich social and economic structures through the use of social media, in line with Giddens' theory of structuration. For long-term sustainability, additional strategies to attract the younger generation and diversification of promotional platforms are required.