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The rise of digital technology has changed how young people access information, including political issues. TikTok, a short-video platform, has become a popular medium for first-time voters to engage with political content. This study aims to describe their understanding of political content on TikTok and its influence on political literacy. Using a qualitative approach with in-depth interviews of six informants in Pekanbaru, findings show that TikTok has potential as an accessible and engaging political literacy tool. However, most informants lacked critical skills in verifying content accuracy. The study concludes that although TikTok increases youth interest in politics, digital literacy and critical thinking must be improved to prevent misinterpretation of information.

The use of virtual classrooms in the learning process is a strategic step to create a flexible learning experience, accessible anytime and anywhere. Schoology's "Plasma" as a virtual classroom platform offers various digital learning features that enable students to develop Self-Regulated Learning (SRL). Through access to materials, discussions, and other digital learning resources, students are encouraged to be more active, independent, and able to plan, monitor, and evaluate their own learning process. SRL is an important internal factor that plays a role in learning success, because it encourages students to realize their learning needs without relying on direct direction from the teacher. This study is a classroom action research conducted by mathematics teachers at SMA Negeri 1 Gedongtataan, Pesawaran, Lampung, with 30 students of grade XII IPA 1 in the 2022/2023 academic year. Data were collected through questionnaires, observations, and interviews, then analyzed using descriptive statistics. The results showed that the use of Schoology's virtual classroom significantly improved students' SRL. The comparison of the average SRL scores in Cycle I and Cycle II, 2.7 and 3.2, respectively, indicates a consistent increase. This finding confirms that the integration of Schoology's virtual classroom is effective in enhancing students' learning independence at the secondary education level.

Consumptive behavior refers to the tendency of individuals to purchase goods or services excessively, driven not by need but by the desire for personal satisfaction. University students are particularly vulnerable to such behavior, especially given the ease of access to e-commerce platforms and limitations in personal financial management. Pocket money received and students’ level of financial literacy are key factors shaping their consumption patterns. This study analyzes the effects of e-commerce, pocket money, and financial literacy on the consumptive behavior of undergraduate students in the Development Economics Study Program at Udayana University. A quantitative approach was employed, using a survey of 90 respondents selected through stratified random sampling. Data were analyzed using multiple linear regression. The results show that, jointly, e-commerce, pocket money, and financial literacy significantly affect students’ consumptive behavior. Partially, e-commerce and pocket money have positive effects, whereas financial literacy has a negative effect. This indicates that higher financial literacy reduces the tendency toward consumptive behavior.

Sexual violence remains a pervasive human rights violation globally, with nearly one in three women experiencing physical or sexual abuse in their lifetime (UN Women, 2024). In Indonesia, the National Commmision on Violence against Women (Komnas Perempuan) reported 330,097 cases in 2024, of which 26,9% were sexual violence. Despite Law No. 12 of 2022 on the Crime of Sexual Violence (UU TPKS), gaps persist between legal enforcement and public awareness, emphasizing the need for effective advocacy. This study investigates the rol of digital media in human rights advocacy by analyzing KemenPPPA’s Instagram Reels campaign titled “Three Years Since the Enactment of the Sexual Violence Law.” Using a qualitative descriptive approach, data were collected through digital observation and documentation of the video, captions, and public comments. Framing Analysis (Entman, 1993) identified problem definitations, moral evaluations, and proposed solutions, while Normative Content Discourse Interpretation (NCDI) interpreted content based on national law and international human rights standards, particularly CEDAW. Findings show that the campaign communicates key human rights values, including victim protection, gender equality, and justice. The study highlights the potential of digital media as both an educational tool and platform for social participation, stressing participatory legal communication to complement formal law enforcement and advance women’s rights in Indonesia.

This study aims to analyze the influence of entertainment content consumption on TikTok toward the stress levels of university students. TikTok has become one of the most frequently used social media platforms among young adults, offering entertainment, distraction, and emotional relief. Meanwhile, academic stress is a common issue among students due to heavy coursework, deadlines, and pressure to perform. This research uses a quantitative method with a survey distributed to 100 active university students aged 18–24 who own a TikTok account and consume entertainment content such as comedy, challenges, and viral videos. Data were analyzed using descriptive statistics and simple linear regression. The results show that the overall frequency of using TikTok for entertainment is very high (mean = 4.26), while the level of academic stress also falls into the high category (mean = 4.06). Regression analysis indicates that TikTok entertainment content significantly affects students’ stress levels (p < 0.001). Result found is positive, meaning higher TikTok usage is associated with higher stress. The significance value based on the simple linear regression coefficient table is 0.000 < 0.05, so it can be concluded that the variable Use of TikTok Entertainment Content (X) has an effect on the variable Stress Levels Among Students (Y).

The main objective of this study is to examine whether agreements reached in electronic transactions through online shopping platforms comply with the fundamental principles of contract law. The principles tested include the principle of freedom of contract, the principle of consensualism, the principle of pacta sunt servanda, and the principle of good faith. In addition, this study also aims to understand the legal protection framework for consumers in the context of digital transactions. The methodology applied in this study is normative law, using an approach that focuses on legislation and a conceptual approach. The legal material used consists of primary, secondary, and tertiary legal materials. The collection of legal material was carried out through a literature study, which was then analyzed using deductive logic.Based on the results of the research and data analysis, it was concluded that agreements formed in electronic transactions through online shopping sites have fulfilled the principles of freedom of contract, consensualism, pacta sunt servanda, and good faith. Legal protection for consumers in e-commerce transactions has been adequately provided through the regulation of Law Number 11 of 2008 concerning Electronic Information and Transactions and Law Number 8 of 1999 concerning Consumer Protection.

The rapid growth of online commerce in Indonesia has significantly transformed the way people fulfill their daily needs by providing easier, faster, and more flexible access to goods and services through digital technology. Despite these advantages, the development of e-commerce also presents serious challenges, including rising cases of online fraud, discrepancies between advertised and delivered products, failed transactions, and personal data breaches that threaten consumer privacy. These issues create imbalances in digital contractual relationships, undermining trust and legal certainty for buyers. This study aims to analyze the implementation of the principle of fairness for consumers in e-commerce practices in Indonesia, while also identifying regulatory weaknesses and existing dispute resolution mechanisms. Using a normative legal research approach supported by case studies, the study examines the effectiveness of relevant legal frameworks, particularly the Consumer Protection Law (UUPK) and the Electronic Information and Transactions Law (UU ITE). The findings reveal that although these regulations provide a legal basis for consumer protection, their implementation remains inadequate. Weak supervision of online business actors, limited accountability of platform providers in ensuring transaction security, and complex, costly compensation procedures continue to hinder consumer rights protection. These conditions highlight the urgent need to strengthen consumer protection systems that are more adaptive, efficient, and oriented toward public interest. The study emphasizes the importance of improving online dispute resolution mechanisms, enhancing transparency and responsibility of digital platforms, and expanding digital literacy among consumers. Such measures are essential to ensure that fairness in e-commerce is not only guaranteed normatively, but also effectively realized in everyday digital transactions.

This study aims to analyze the relationship between online shopping activities and personal financial management among university students in Indonesia. The background of this research lies in the increasing digitalization of daily consumption, which has encouraged students to engage more actively in e-commerce transactions. Using a quantitative correlational design, data were collected from 100 undergraduate students through an online questionnaire based on Likert-scale indicators. The independent variables consist of buyer characteristics (age, gender, and income sources) and online shopping activities (frequency, spending amount, and shopping motivation). Meanwhile, personal financial management is measured through financial planning and spending control. The findings show that students demonstrate very high levels of online shopping activity and acknowledge the strong influence of demographic factors on their consumption behavior. Descriptive analysis also indicates high scores for financial planning and spending control, although intensive online shopping remains a potential risk to financial stability. The implications of this study highlight the need to strengthen financial literacy among students to help them develop healthier budgeting habits and reduce impulsive buying driven by digital platforms. This research is expected to contribute to the understanding of digital consumer behavior and support the development of financial education programs for young adults.

Instagram has become one of the most influential digital platforms for the construction and dissemination of lifestyle meanings, particularly through the presence of social media influencers. Among various lifestyle narratives, luxury is one of the most dominant and ideologically loaded representations circulated by influencers. This study examines how luxury is represented, constructed, and naturalized in the Instagram content of female Indonesian influencers using Roland Barthes’ semiotic framework. The object of this research consists of visual and textual Instagram posts that display luxury-related lifestyles, including fashion, travel, leisure, and consumption practices. The main problem addressed in this study concerns how signs of luxury operate at the levels of denotation, connotation, and myth to shape audience perceptions of success, femininity, and social status. The objective of this research is to reveal the ideological meanings embedded in influencer content and to explain how luxury is transformed into a normalized and desirable lifestyle. This study employs a qualitative descriptive method with semiotic analysis. Data were collected through purposive sampling of Instagram posts from selected female Indonesian influencers with significant follower engagement. The findings show that luxury is represented not merely through high-priced commodities but through symbolic systems involving aesthetics, body presentation, spatial settings, and narrative captions. At the mythological level, luxury is naturalized as the result of personal effort, self-discipline, and modern femininity, thereby obscuring structural inequalities and reinforcing consumerist ideology. This study concludes that Instagram influencers function as cultural agents who reproduce dominant myths of success and luxury in digital culture.

The rapid development of artificial intelligence has encouraged the widespread use of chatbots on social media platforms, transforming patterns of digital communication and interaction. This study aims to examine the role of chatbots in shaping social interaction, fandom dynamics, and users’ digital identities within contemporary online culture. The research employs a literature review approach using grounded theory as an analytical framework to identify patterns, themes, and emerging concepts from relevant academic publications published between 2021 and 2025. Articles were collected through academic databases and systematically selected based on predefined inclusion and exclusion criteria. The findings indicate that chatbots have shifted from being purely functional technological tools to becoming cultural actors that influence emotional engagement, community formation, and identity expression in digital spaces. Chatbots contribute to creating perceived emotional closeness, strengthening fandom interactions, and facilitating self-expression, particularly within popular culture and creative industries. However, the study also highlights several challenges, including emotional dependency, algorithm-driven homogenization of preferences, gender bias, and aggressive behavior in human–machine interactions. Cultural context plays a significant role in shaping user acceptance and interpretation of chatbots. These findings imply that chatbot development and implementation should consider not only technical efficiency but also social, psychological, and ethical dimensions to ensure responsible and inclusive digital interaction.

Digitalization demands the MSME sector, including barbershops, to adopt technology in reservation management and marketing. Many barbershops still use manual systems, causing problems such as irregular queues, service delays, and suboptimal promotions. This study formulates how to design an information system that can integrate reservation and marketing functions into a single web-based platform. The objective is to produce an efficient, secure, and user-friendly information system design for both barbershop managers and customers. The method used is the Design Science Research approach with a waterfall system development model, involving needs analysis, system design, database design, and user interface design. The design results were validated by experts and users with a satisfaction rate of over 85%, indicating that the designed system aligns with the operational needs of barbershops. The conclusion is that the developed information system can enhance operational efficiency and customer experience, and is suitable for implementation in the barbershop service sector of SMEs.

This study aims to analyze business development strategies through a SWOT analysis approach for Patricia Aksesoris, focusing on understanding the internal and external conditions that influence business development. The analysis results show that Patricia Aksesoris has strengths in good product quality and a variety of attractive designs. However, this business also faces weaknesses, such as limitations in promotion and capital that can limit expansion. Opportunities that can be exploited include the growing trend in accessories and the great potential for marketing through digital platforms. On the other hand, the main threats faced are intense price competition and rapid changes in consumer tastes. Based on these findings, the recommended strategies to increase business competitiveness are strengthening marketing through social media, improving customer relationships, and improving operational management to achieve greater efficiency. With these strategies, Patricia Aksesoris can strengthen its position in the market and achieve sustainable growth.

This article discusses the development of an e-commerce website for a batik store as an effort to digitize marketing and improve operational efficiency. The study focuses on system development strategies, integration of essential features such as product catalogs, shopping carts, digital payment methods, and their impact on customer accessibility. A descriptive qualitative approach was used, employing observation, interviews with the store owner, and a literature review related to e-commerce and digital marketing for MSMEs. The analysis results show that the implementation of a web-based digital platform can expand market reach, enhance customer convenience in shopping, and support more organized and structured transaction recording. The website development was carried out using the Waterfall method to ensure a step-by-step and structured process. These findings indicate that digital transformation through an e-commerce website is a strategic solution for batik MSMEs in facing modern market challenges.

This study aims to determine the influence of Jejuby's TikTok content on the purchasing decisions of followers of the @jejubyofficial TikTok account. In today's digital age, social media platforms like TikTok have become one of the most effective promotional tools for reaching consumers, particularly in the beauty and skincare industry. Jejuby, as a local brand on the rise, actively leverages TikTok as a marketing platform by creating various types of content, including tutorials, testimonials, and visually appealing content. The theories used in this study are the Marketing Communication Theory with dimensions: Advertising, Sales Promotion, Personal Selling, Public Relations, and Direct and Digital Marketing. The Content Theory with dimensions: Credible, Shareable, Useful or Fun, Interesting, Relevant, Different, On Brand. The Purchase Decision Theory with dimensions: Need Recognition, Information Search, Evaluation of Alternatives, Purchase Decision, Post-Purchase Behavior. This study used a quantitative approach with a survey method. Sampling was conducted using simple random sampling and calculated using the Slovin formula with a margin of error of 5%. Data collection was carried out by distributing questionnaires to 92 respondents who were followers of the @jejubyofficial TikTok account. The research instrument was tested using validity and reliability tests, while data analysis was conducted using simple linear regression with a correlation coefficient (R) value of 0.711 in the strong category. The coefficient of determination (R²) value of 0.506 indicates that 50.6% of purchasing decisions are influenced by TikTok content, while 49.4% are influenced by other factors. The research results for TikTok content had an average of 3.47, while purchase decisions had an average of 3.54. The research results indicate that there is a significant influence between Jejuby's TikTok content and its followers' purchase decisions. This means that content packaged in a relevant manner and aligned with the brand's identity can influence consumers' decisions to purchase Jejuby products.

Negative Binomial Regression is a statistical modeling approach used to analyze count data with overdispersion, where the variance exceeds the mean. This study applies the method to examine the influence of weather factors on the daily number of cyclists crossing the Williamsburg Bridge in New York City. The independent variables used in the analysis include maximum temperature, minimum temperature, and precipitation. The dataset was obtained from the NYC Department of Transportation through the Kaggle platform and covers the period from April 1 to April 30, 2016. The analysis began with a Poisson Regression model; however, the presence of overdispersion was identified, indicated by a high AIC value of 8598.19, suggesting that the model was not suitable. The alternative Negative Binomial Regression model was then employed and produced a significantly lower AIC value of 518.77, demonstrating a superior fit. The findings indicate that maximum temperature has a positive effect on the number of cyclists, while precipitation shows a significant negative effect. Conversely, minimum temperature does not exhibit a meaningful influence. These results highlight the importance of considering weather conditions when planning bicycle-based transportation systems and support the development of sustainable mobility strategies in urban environments.

Digital development has significantly influenced business practices, particularly for Micro, Small, and Medium Enterprises (MSMEs), which are required to adapt to technological changes in order to remain competitive. However, many MSMEs still rely on conventional marketing methods and have limited understanding of digital marketing and digital financial management. This community service program aims to strengthen MSMEs’ competitiveness through the implementation of digital marketing strategies that support market expansion and improve business sustainability. The program was conducted using a qualitative descriptive approach through a series of community service activities, including field observations, interviews, seminars, and mentoring sessions for MSME actors. The focus of the activities was to introduce and assist MSMEs in utilizing digital marketing platforms, particularly social media such as Instagram, TikTok, and Facebook, as well as online marketplaces, to promote products more effectively. In addition, MSME participants were introduced to basic digital financial applications to support more structured and transparent financial recording. The results of the community service activities indicate positive changes among MSME participants, including increased awareness of the importance of digital marketing, improved product branding, broader market reach beyond local areas, and better financial management practices compared to previous manual recording methods. The adoption of digital marketing strategies enabled MSMEs to communicate product information more efficiently and build consumer trust through online presence. This community service program demonstrates that digital marketing assistance combined with practical mentoring can enhance MSMEs’ competitiveness and contribute to improving community economic welfare. Continuous support and consistency from MSME actors are essential to ensure the sustainability of digital transformation initiatives.

This research seeks to examine the partnership between government and community in enhancing digital administrative services in Ketegan Village, Taman District, Sidoarjo Regency. The research context centers on the local government's attempts to advance digital public service transformation, which encounter obstacles like low digital literacy, insufficient infrastructure, and poor collaborative governance at the village level. The study utilized a qualitative strategy featuring a case study technique, gathering data via in-depth interviews, participatory observation, Focus Group Discussions (FGDs), and reviews of policy documents related to Sidoarjo’s Smart City initiative. The results show that although digital infrastructure and institutional dedication are in place, execution is still obstructed by restricted technological capability, unreliable internet access, and poor public digital literacy. Collaboration between the government and community is starting to develop through local projects, but it remains informal and does not have a sustainable coordination structure. The research suggests improving the digital skills of officials and citizens, creating organized digital collaboration platforms in villages, and adopting participatory assessment methods to guarantee an inclusive and flexible digital transformation. These results are anticipated to act as a guide for local authorities in enhancing governance of digital-based public services.

The development of digital technology has led to significant changes in economic behavior, including among Muslim communities in Tegal Gubug. Economic activities that were once centered in traditional markets have now begun to shift to digital platforms such as marketplaces and social media. This study aims to examine the shift in the economic behavior of the Muslim community from direct interactions in Tegal Gubug Traditional Market to digital-based interactions in buying and selling transactions. The research employs a qualitative descriptive approach, with data collected through interviews and observations of Muslim traders and consumers who have transitioned to using digital platforms. The findings reveal that the main factors driving this shift are ease of access, time efficiency, and the expansion of marketing networks. However, the study also identifies challenges such as reduced direct social interaction among economic actors and a lack of understanding regarding the application of Islamic business ethics in the digital space. This research emphasizes the importance of internalizing Islamic values such as honesty, justice, and responsibility in every digital economic activity to ensure alignment with sharia principles.

The rapid advancement of information technology has increased the adoption of digital service applications, including AxisNet as Axis’s official platform for purchasing data packages, checking balances, and accessing promotional features. However, varying levels of user satisfaction particularly among users in Purwokerto highlight the need for a comprehensive evaluation of the application's service quality. This study aims to measure user satisfaction with AxisNet by applying the End User Computing Satisfaction (EUCS) model, which consists of five key dimensions: content, accuracy, format, timeliness, and ease of use. Data were collected from 114 respondents through a structured questionnaire and analyzed using IBM SPSS, including validity testing, reliability testing, and simultaneous testing. The results indicate that all instruments are valid and reliable. Simultaneously, the five EUCS dimensions significantly influence user satisfaction. Partially, the dimensions of content, accuracy, timeliness, and ease of use demonstrate a positive effect, while the format dimension shows a negative effect, suggesting that improvements are needed in the application's visual design. These findings provide empirical insight into the factors shaping user satisfaction with AxisNet and serve as a strategic reference for enhancing the quality and effectiveness of digital service applications.

This study conducts a Systematic Literature Review (SLR) to examine how key dimensions of digital service quality—namely system quality, ease of use, perceived value, and payment availability—shape customer loyalty among Generation Z culinary consumers, with customer satisfaction functioning as the mediating variable. Bibliometric mapping reveals that previous studies have predominantly focused on Millennials and Gen Y and have emphasized traditional service quality rather than digital service performance, indicating a significant research gap in Gen Z–specific digital consumption behavior. The SLR findings show that fast, secure, stable, and user-friendly digital systems strongly influence perceived value and user satisfaction, while the availability of digital payments such as QRIS and e-wallets enhances seamless transactional experiences. Customer satisfaction emerges as the primary psychological mechanism mediating the relationship between digital service quality and Gen Z loyalty, reflected in repeat purchases, positive word of mouth, and emotional attachment to digital culinary platforms. This study contributes theoretically by addressing existing research gaps and proposing a conceptual model of Gen Z loyalty grounded in digital experience.