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The swift proliferation of short-video-centric social media, notably TikTok, has revolutionized the educational landscape by facilitating novel methods of knowledge production, dissemination, and interpretation. This phenomenon denotes a transition in media and signifies an epistemological transformation in educational practices within the digital age. This study seeks to analyze the representation and interpretation of knowledge in TikTok educational content using a qualitative methodology grounded in an interpretive case study framework. Data were gathered via digital participant observation, comprehensive interviews, and document analysis involving 12 participants, comprising educational content creators and active TikTok users in higher education settings. Thematic data analysis was performed utilizing a Multimodal Critical Discourse Analysis framework to elucidate the interplay among visual, verbal, and auditory components in the construction of meaning. The results show three main patterns: the conflict between quick understanding and deep knowledge, the importance of emotional multimodal experiences in learning, and the negotiation of knowledge authority in changing digital spaces. These results indicate that learning via TikTok encompasses not only cognitive aspects but also intricate emotional, aesthetic, and social dimensions. This study theoretically enhances multimodal discourse analysis by integrating users' subjective experiences, while practically informing the advancement of critical digital literacy and the design of social media-based learning. Moreover, this study facilitates additional investigation into algorithmic dynamics, digital identity, and the evolution of learning methodologies within platform-centric contexts.

This study examines the historical development of education in Malaysia, which has undergone a shift from the traditional pondok system to modern religious schools. This change was influenced by various factors, including social dynamics, colonial influence, and societal demands for a more structured and relevant education system. This study aims to explain this development process and identify the various factors driving this change. The research employed a qualitative approach through literature review, utilizing various sources, books, journals, and scientific documents, which were analyzed descriptively to gain a deeper understanding. The results show that the pondok system, which was initially informal and simple, even focusing only on teaching religious knowledge and moral development, underwent changes due to the influence of colonialism, the development of Western education, and the increasing societal need for formal education. This change gave rise to modern madrasahs and religious schools with more structured curricula, integrating religious and general knowledge, and implementing more systematic methods. The findings of this study confirm that this development did not completely eliminate the pondok system, but rather developed it into a more comprehensive educational system, enabling Islamic education in Malaysia to remain steadfast in Islamic values ​​and adapt to modern demands.

The internationalization of micro, small, and medium-sized enterprises (MSMEs) has become a strategic issue in addressing global economic dynamics, particularly within the framework of the Global Value Chain (GVC) in the digital age. Although Indonesian MSMEs have great potential to support the national economy, their level of involvement in the global value chain remains relatively limited. This study aims to analyze the challenges and strategies for the internationalization of Indonesian MSMEs within the GVC in the digital age. The study employs a qualitative approach using a case study design, along with thematic analysis and value chain analysis techniques. The findings indicate that MSMEs are already involved in the GVC across various stages of the value chain—from raw material processing to global distribution—yet they continue to face numerous challenges, such as technological limitations, human resource competencies, production capacity, and international distribution networks. On the other hand, digitalization has proven to be a key factor in expanding access to global markets through the use of digital platforms. An effective internationalization strategy requires the integration of product innovation based on local resources, the utilization of digital technology, and the strengthening of global business networks. This study contributes to integrating the perspectives of GVCs, digitalization, and SME internationalization strategies into a comprehensive analytical framework, and provides practical implications for SME actors and policymakers in enhancing competitiveness in the global market

The background of this research is driven by the vital importance of strengthening democratic values amidst the challenges of globalization and digitalization, which have begun to erode civic consciousness among the younger generation, particularly in the Pasir Pengaraian region. As the flow of unfiltered information increases, there are significant concerns regarding the decline in understanding the essence of participatory democracy and civic ethics. The primary objective of this study is to analyze in depth the strategic role of civic education as a means to preserve democratic ideals and to identify supporting and inhibiting factors in its implementation within higher education environments. The research method employed is a descriptive qualitative approach, utilizing observations and in-depth interviews with students and academics in Pasir Pengaraian to obtain an objective overview of local political dynamics. Research findings indicate that civic education serves effectively as a pillar of political literacy capable of transforming student perceptions from apathy to active participation, while also serving as a medium for character building that respects diversity of opinion. Furthermore, the integration of local Pasir Pengaraian values with the national curriculum is proven to increase the relevance and absorption of democratic material among students.

.This study aims to analyse the role of Financial Information Systems (FIS) in supporting risk management, decision-making, and organisational performance in the digital transformation era. This study employs the Systematic Literature Review (SLR) method to examine articles indexed in Scopus from 2016 to 2026. The PRISMA framework is used to ensure a systematic, transparent article selection process, resulting in the selection of 37 relevant articles for further analysis. The results of the study show that Financial Information Systems make a major contribution to improving financial transparency, operational efficiency, the quality of strategic decision-making, and organisational risk mitigation. In addition, the integration of emerging technologies such as Artificial Intelligence (AI), FinTech, big data analytics, and cloud computing further strengthens the effectiveness of financial information systems in modern organisations. This study contributes theoretically by mapping research trends and identifying research gaps, while providing practical benefits for organisations seeking to increase competitiveness through digital financial systems. For future research, it is recommended to develop a more predictive and intelligent Financial Information Systems model to address future business dynamics.

Digital transformation has positioned artificial intelligence (AI) as a major driver of organizational change and innovation. This study aims to analyze the influence of AI implementation on transformational leadership dynamics and the shifting role of leaders in managing human resources through a Systematic Literature Review of reputable studies published within the last five years. The findings indicate that AI acts as a catalyst in strengthening the dimensions of intellectual stimulation and individualized consideration through predictive analytics and talent personalization. The automation of administrative and repetitive tasks enables leaders to focus more on strategic vision, organizational innovation, decision-making, and emotional engagement with employees. However, the effectiveness of AI implementation is highly dependent on leaders’ digital literacy, adaptive capabilities, and readiness to integrate technology into organizational processes. This study contributes by proposing a hybrid leadership framework that combines artificial intelligence with human emotional intelligence to support more effective leadership practices. The practical implications emphasize the importance of leadership development that prioritizes empathy, ethical awareness, and algorithmic transparency in order to maintain trust, encourage sustainable innovation, and strengthen organizational resilience in increasingly dynamic and volatile environments.

This study aims to describe the dynamics of students’ social relationships using sociometric techniques within the context of guidance and counseling services. Social relationships are an essential aspect of individual development, particularly for guidance and counseling students who are expected to possess strong interpersonal skills as future counselors. This research employed a descriptive quantitative approach using a sociometric questionnaire covering aspects of collaborative learning, group work, understanding difficult materials, and emotional support. The participants consisted of 21 students from the Guidance and Counseling study program, selected using a total sampling technique. The data were analyzed using frequency distribution of peer selection and presented in the form of a sociometric matrix and sociogram to facilitate the interpretation of social interaction patterns within the group. The findings revealed that social relationships were not evenly distributed but tended to be concentrated on certain individuals. Some students demonstrated high levels of selection, indicating their role as central figures in both academic and emotional interactions, while others showed low levels of selection, suggesting potential social isolation. These findings indicate that group dynamics are influenced by social skills, academic competence, and individual empathy. Therefore, guidance and counseling services play a crucial role in improving the quality of students’ social interactions through appropriate interventions, such as group guidance and social skills training. This study is expected to serve as a foundation for developing more effective and inclusive guidance and counseling services.

This study aims to analyze the unemployment rate in Indonesia during the 2024–2025 period using a linear regression approach based on data from the National Labor Force Survey (Sakernas). The variables used include the labor force, employed population, labor force participation rate (LFPR), and open unemployment rate (OUR). The results show that the labor force increased from 149.38 million in February 2024 to 155.27 million in November 2025, followed by an increase in employed population from 142.18 million to 147.91 million in the same period. Meanwhile, the open unemployment rate decreased from 4.76 percent in February 2025 to 4.74 percent in November 2025. The analysis indicates that the increase in labor force accompanied by higher employment absorption contributes to reducing unemployment, although the decline remains relatively small. Overall, the regression results show that labor market dynamics are influenced by the interaction between labor force growth and the economy’s capacity to absorb labor.

Micro, Small, and Medium Enterprises (MSMEs) play a crucial role in the economy, yet limited access to capital remains a major obstacle. Sharia financing from Islamic microfinance institutions is expected to support MSME business sustainability. This study aims to analyze MSME customers' perceptions of sharia financing, identify the internal and external factors influencing these perceptions, and examine the dynamics of perception changes after receiving multiple financing facilities. This research employs a qualitative approach with a case study method. Data were collected through in-depth interviews, observation, and documentation from MSME customers receiving sharia financing at BMT NU Ngoro Regional Office. Data validity was ensured through source and method triangulation. The findings indicate that MSME customers generally hold a positive perception of sharia financing. It is perceived as offering easy procedures, good service quality, and compliance with Islamic principles, thereby supporting capital increase and business sustainability. Perceptions are influenced by internal factors such as business experience and motivation, as well as external factors including market conditions and competition. Furthermore, customers' perceptions tend to become progressively more positive as their experience with receiving financing increases. The significant role of interpersonal service quality and mentoring in shaping positive perceptions is a key finding. In conclusion, sharia financing at BMT NU Ngoro Regional Office plays a vital role in supporting MSME business sustainability. Consequently, continuous improvement in service quality and business assistance is necessary.

This study examines the cultural meanings contained in student protest slogans during the October 2025 demonstrations using an anthropolinguistic approach. Language in protest slogans functions not only as a communication tool but also as a cultural representation reflecting social values, ideology, collective identity, and social practices. The purpose of this study is to reveal the cultural meanings embedded in student protest slogans and explain how these meanings are constructed through linguistic choices. This research employs a descriptive qualitative method with observation, note-taking, documentation, and brief interviews with participants as data collection techniques. The data were analyzed using distributional methods by identifying linguistic elements such as metaphors, irony, lexical choices, and sentence structures, then relating them to socio-cultural contexts. The findings show that protest slogans represent values of social solidarity, nationalism, social justice, transparency, criticism of power, gender equality, and resistance to state repression. In addition, slogans construct collective identities between citizens, government, and authorities, while carrying strong socio-political ideologies. These findings confirm that protest slogans are complex cultural practices and reflect students’ collective awareness in responding to social dynamics.

This study aims to know the management of the Mosque Prosperity Board (BKM) of At- Tawwabin Mosque, Jalan Pimpinan, Medan City, in community economic empowerment. The background of this research is based on the need to optimize the function of mosques not only as places of ritual worship but also as centers of social and economic empowerment. In practice, the management of mosque assets such as parking areas and the organization of Ramadan stalls has become a strategic effort implemented by BKM to improve the welfare of the surrounding community. However, the implementation of these policies also creates social dynamics that require professional and equitable management.This research employs a qualitative approach with a descriptive method. Data were collected through field observations, in-depth interviews with the chairman and administrators of BKM, parking attendants, and Ramadan stall traders, as well as documentation of mosque activities. Data analysis was conducted through data reduction, data presentation, and conclusion drawing, supported by triangulation techniques to ensure data validity.The findings indicate that the management of BKM At-Tawwabin has implemented planning, organizing, actuating, and controlling functions in managing mosque-based economic programs. Parking management provides employment opportunities for local residents, while Ramadan stalls significantly increase the income of small traders during the holy month. Overall, participatory and structured management enables the mosque to function not only as a center of worship but also as a center of economic empowerment that contributes meaningfully to community welfare.

Student dropout in higher education remains a persistent socioeconomic challenge, yet many predictive models reported in the literature are methodologically compromised by randomized cross-validation schemes that introduce temporal data leakage and artificially inflate predictive performance. This study proposes a longitudinal prescriptive learning analytics framework integrating three complementary methodological components: a Leave-One-Cohort-Out (LOCO) temporal validation protocol, a hybrid SMOTE-ENN class balancing strategy, and temporal velocity feature engineering derived from Learning Management System (LMS) behavioral trajectories. The framework was evaluated on a longitudinal dataset comprising 464,739 enrollment records and 77 features. Five predictive algorithms—XGBoost, LightGBM, CatBoost, Random Forest, and Logistic Regression—were comparatively assessed on a strictly isolated blind holdout cohort (2022), with CatBoost emerging as the champion estimator, achieving a PR-AUC of 0.8859, a Macro F1-Score of 0.9143, and the lowest Brier Score (0.0221), thereby demonstrating superior calibration and discriminative capability under severe class imbalance (93:7 ratio). Comprehensive ablation analysis revealed that temporal velocity features function not merely as additive predictors, but as a structural prerequisite enabling Synthetic Minority Oversampling Technique with Edited Nearest Neighbors (SMOTE-ENN) to generate high-quality synthetic boundary instances; removing these features reduced minority-class precision from 0.8302 to 0.6721. To operationalize predictive outputs into actionable intervention pathways, Diverse Counterfactual Explanations (DiCE) were implemented under a three-tier causal constraint architecture on 96 borderline high-risk students, generating 384 feasible intervention scenarios exclusively targeting forward-looking behavioral velocity metrics without constraint violations. Collectively, these findings advance the paradigm of prescriptive learning analytics by providing educational institutions with interpretable risk diagnostics and operationally feasible intervention guidance grounded in empirically validated behavioral and temporal dynamics.

The shift in the international political order from a unipolar to a multipolar system has created increasingly complex global security dynamics and the potential for conflicts among states. This condition requires improving international political literacy among civil society, particularly Indonesian youth, so they can critically understand and respond to geopolitical transformations. In response to this urgency, this Community Service Program (PKM) aimed to enhance students’ global issue literacy through the Foreign Policy Community of Indonesia (FPCI) Goes To School (FGTS) 5.0 program themed Conflict & Military. The activity was conducted on April 6, 2026, involving 40 eleventh-grade students at SMA Negeri 97 Jakarta. The implementation method combined interactive lectures with popular culture references to make the material easier for teenagers to understand. Evaluation was conducted through pre-tests and post-tests in the form of multiple-choice quizzes. The material covered the concept of United States national interests, the Board of Peace (BoP) security initiative, Realism Theory, and the conflicts involving the United States, Israel, and Iran. The evaluation results showed that students had strong understanding of popular global issues but limited comprehension of technical aspects related to international institutions, such as the role of the International Atomic Energy Agency (IAEA). Therefore, future international political literacy programs should focus more on strategic and technical issues that are less familiar to the public.

This community service program aims to transform the management of tempeh MSMEs in the Sanan area through the integration of management strengthening, business digitalization, and legality based on the Asset-Based Community Development (ABCD) approach. The activities were carried out by combining the ABCD and Participatory Action Research (PAR) approaches through the stages of discovery, dream, design, and destiny, involving the active participation of business actors in every process. This approach emphasizes the utilization of local potential and community assets, enabling MSME actors to develop their businesses independently and sustainably. The results of the program indicate that the implementation of standard operating procedures (SOPs) and cross-training programs improved the consistency of production processes, work efficiency, and workforce flexibility in responding to changing production demands. In addition, the use of social media and business location tagging on digital platforms contributed positively to expanding market access and increasing product visibility. Assistance in copyright registration also strengthened the legality and protection of MSME products. Overall, this activity significantly enhanced the adaptive capacity of MSMEs in facing market dynamics and encouraged more structured, competitive, innovative, and sustainable business management.

This study aims to analyze the implementation of group guidance services in developing alpha girl characteristics among senior high school (SMA) female students. The method used is a literature review by examining various relevant sources, including books and scientific journals published within the last five years. The findings indicate that group guidance plays a significant role in shaping alpha girl characteristics through social interaction, group dynamics, communication skills, and participatory learning experiences. Through the stages of formation, transition, core activities, and termination, students gradually experience improvements in self-confidence, independence, leadership ability, and the courage to express themselves in social settings. This developmental process does not occur instantly but emerges through repeated experiences supported by a conducive group environment, effective facilitation from counselors, and continuous self-reflection. In addition, peer feedback within the group contributes to strengthening personal awareness and emotional maturity. Therefore, group guidance services can serve as an effective and systematic strategy in supporting the development of alpha girl characteristics among senior high school female students.

This study examines the politeness strategies used in interactions among sisters in Louisa May Alcott’s novel Little Women. Using Brown and Levinson’s (1987) politeness theory as an analytical framework, this study identifies and classifies the forms of politeness strategies that emerge in the conversations of the four main characters: Meg, Jo, Beth, and Amy March. The research data consists of dialogic utterances purposively selected from the novel’s text. The results indicate that all four politeness strategies on record, positive politeness, negative politeness, and off record are present in the interactions among the sisters, with positive politeness being the most dominant. The dominance of this strategy reflects the closeness of their relationship, solidarity, and mutual respect among the characters. Additionally, the choice of politeness strategies is also influenced by factors such as social distance, age differences, and situational context. This study contributes to the understanding of language use in a literary context, particularly in depicting the dynamics of family relationships through character interactions.

Advances in digital technology have transformed the paradigm of faith proclamation, requiring the Church to optimize social media as a relevant catechetical instrument. This study aims to examine how the use of the TikTok platform can be optimized as an effective means of creative catechesis in connecting complex faith teachings for people in the digital era. The research method used is descriptive qualitative with a literature study technique, where data is collected from various scientific literature, Church documents, and relevant library sources. The research findings indicate that TikTok is an effective digital space for catechesis because it is supported by attractive audio-visual features, interactive features such as stitches and comments that enable two-way dialogue, and an algorithmic system that expands the reach of proclamation. The strategy of catechesis through short videos has proven to be able to change the perception of faith teaching that has become rigid to a more personal spiritual experience that is easily understood by all levels of society, especially the younger generation. The implications of this study emphasize the need for the Church to consistently adapt to digital culture and increase content creativity to ensure the continuity of inclusive evangelization amidst the dynamics of modern developments.

Cervical cancer is one of the most common cancers worldwide and is largely caused by Human Papillomavirus (HPV) infection, particularly types 16 and 18. The development of this cancer is influenced by the E6 and E7 oncoproteins, which disrupt the function of p53 and Rb proteins, as well as the involvement of cellular signaling pathways such as PI3K/AKT/mTOR and EGFR. Limitations of conventional therapies, such as resistance and side effects, drive the need for more targeted and selective therapeutic agents. This study aims to analyze the main molecular targets of cervical cancer and the medicinal chemistry approaches used in its therapeutic development. The method involved a review of 12 open access articles using molecular docking, molecular dynamics, QSAR, and network pharmacology approaches. The findings identified two main target groups: viral targets comprising the HPV E6 and E7 oncoproteins, and cellular targets including the PI3K/AKT/mTOR pathway, EGFR, PARP1, CDK1, and VEGFR. Various medicinal chemistry strategies, from structure-based and ligand-based drug design to multi-target network pharmacology approaches, proved effective in identifying potential inhibitor candidates. Bioactive compounds such as quercetin, gossypol, bixin, and rutin demonstrated stable interactions with these targets. However, further experimental validation is needed to support the development of clinically effective and safe therapies.

Online gambling has become an important phenomenon in today's society, influencing various aspects of social and cultural life. This research aims to explore the impact of online gambling on the formation of global identity and the changes occurring within modern society. Using a descriptive qualitative method, data were collected through interviews with five students in Tanjung Pinang. The findings indicate that online gambling not only alters the way people interact but also leads to shifts in social values, evident in the rise of consumerist and individualistic culture. While there are negative effects, such as addiction and a decline in the quality of social relationships, online gambling also presents opportunities in the digital economy. This study recommends the need for better regulation and educational programs to raise public awareness about the risks associated with online gambling, as well as to leverage its potential benefits. Thus, this research is expected to provide a deeper understanding of the role of online gambling in shaping global identity and the dynamics of modern society.

This study aims to analyze the dynamics of development management in Tulang Bawang Regency, particularly in integrating policy, fiscal capacity, and public participation during the transition to the 2025–2029 Regional Medium-Term Development Plan (RPJMD). The study employed a descriptive qualitative method using data triangulation techniques derived from regional planning documents, financial statistical reports, and sectoral program evaluation results. The findings reveal that Tulang Bawang Regency has achieved significant progress in regional transformation and succeeded in reducing stunting rates through the Bergerak Melayani Warga (BMW) program. However, these achievements have not been supported by strong fiscal independence, while public participation remains largely dominated by a technocratic approach. The study highlights the urgent need for reforms in digitalization-based regional revenue management and stronger substantive community involvement to ensure that future regional development becomes more independent, participatory, sustainable, and inclusive in accordance with local community aspirations. These reforms are expected to strengthen governance effectiveness and improve equitable development outcomes across all regional sectors.