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The phenomenon of digital da'wah has significantly transformed the ways religious knowledge is accessed, interpreted, and disseminated in contemporary society. This study aims to analyze the patterns of actions and perceptions of TikTok and YouTube users toward religious content delivered by Gus Baha within the context of the digital religious space. Using Max Weber’s theory of rationalization as an analytical framework, this research explores how religious authority, knowledge transmission, and user interpretation undergo processes of rationalization on digital platforms.This study employs a qualitative approach using virtual ethnography, content analysis, and in-depth interviews with users of both platforms. Data were collected through observation of uploaded content, analysis of user interactions and comments, and examination of engagement dynamics.The findings indicate that user responses to Gus Baha’s content reflect Weber’s four types of social action. Instrumentally rational actions are evident in the use of short videos as practical and efficient learning tools. Value-oriented rational actions appear in users’ consistent efforts to deepen religious understanding. Affective actions emerge from emotional attachment to Gus Baha’s communicative style, while traditional actions are reflected in the perception of digital da'wah as a continuation of established religious learning traditions. Furthermore, digital rationalization through algorithms, short-video formats, and platform accessibility, shapes how religious knowledge is selected, interpreted, and circulated.This study concludes that digital religious spaces function not only as channels of dissemination but also as arenas for the transformation of religious authority, meaning construction, and religious practice in the digital era.

High-dimensional clinical data exhibit complex and non-linear relationships among patient attributes, where outcomes are often influenced by feature interactions rather than isolated variables. However, many existing machine learning models prioritize predictive performance while providing limited interpretability and insufficient insight into interaction structures. This study aims to address this limitation by developing an interpretable and robust framework for feature interaction mining in clinical data. We propose a hybrid tree–neural modeling framework that explicitly captures and ranks feature interactions while maintaining stable predictive performance. Tree-based ensemble models are employed to identify non-linear interaction patterns, while neural representations enhance learning flexibility and generalization. The framework integrates interaction importance analysis, cross-validation–based stability assessment, and evaluation across multiple data splits to ensure robustness and interpretability. Experiments conducted on a real-world high-dimensional clinical dataset demonstrate that the proposed approach achieves consistent predictive performance, with AUC values ranging from 0.628 to 0.641 across five cross-validation folds (mean AUC ≈ 0.633). Performance remains stable under varying train–test splits, indicating strong generalizability. Interaction analysis reveals that a small number of dominant feature interactions—such as age combined with length of hospital stay and medication count combined with diagnostic information—consistently contribute to model predictions, appearing in over 80% of validation folds. Ablation studies further confirm that removing interaction-aware components leads to noticeable performance degradation, highlighting their importance.  In conclusion, this study demonstrates that explicit feature interaction modeling enhances interpretability, stability, and generalization in clinical prediction tasks. The proposed hybrid framework provides a reliable foundation for developing trustworthy and transparent clinical decision-support systems

Digital transformation has significantly altered early childhood learning patterns. Platforms such as YouTube have become dominant media consumed by preschool children. Exposure to digital content during the golden age potentially affects moral development, as children remain in a critical phase of imitation and value internalization. This study aims to conceptually analyze the role of parents in assisting early childhood moral development amid YouTube exposure from an Islamic education perspective. The research employs a qualitative approach using a systematic literature review of reputable national and international journals published between 2020–2026. The analysis involves identification, inclusion-exclusion selection, thematic categorization, and critical synthesis. Findings reveal that effective moral development is strongly influenced by parental mediation patterns, including active mediation, screen-time limitation, Islamic value-based content selection, reflective dialogue, and digital role modeling. The study proposes an integrative Islamic-based digital parenting model combining modern moral development theory and Islamic tarbiyah principles. Theoretically, this study contributes by integrating family digital literacy with Islamic moral education within contemporary educational discourse.

Small-scale beef cattle farming systems play an important role in rural livelihoods in developing countries. However, comprehensive analysis that integrates the socioeconomic characteristics of farmers with resource utilization patterns is still limited. This study aims to evaluate the socio-economic characteristics of farmers and resource utilization patterns in the beef cattle business in Dolokgede Village, Tambakrejo District, Bojonegoro Regency. Based on the results of the evaluation, it can determine and identify the potential for the development of livestock businesses and in this region. Quantitative descriptive research was carried out using a direct survey method on farmers through questionnaires and environmental analysis. The sample was determined by the Slovin formula with an error rate of 10%, resulting in 29 respondents who were selected by simple random sampling. Data were collected through structured interviews and analyzed using descriptive statistics. Farmers are dominated by the productive age of 31-60 years (72.41%) with the majority of elementary education (75.86%). The selection of 2-5 cattle dominates (65.52%) with the Peranakan Ongole type. The use of feed is integrated with the agricultural system through rice straw (96.55%) and corn waste (93.10%). Feed costs account for more than 60% of the total cost of production, but the R/C ratio shows a value above 1, indicating the economic viability of the business. The beef cattle business in Dolokgede Village has the potential for development through stronger plant-livestock integration, improved feed technology, and institutional support for market access and financing.

Ramadan brings significant changes in the shopping and consumption patterns of Indonesians. There is an increase in demand for various types of food and beverages, both for sahur and iftar. The purpose of this study is to map the characteristics of food and beverage purchasing and consumption patterns in a seasonal context (Ramadan): strategic implications for UMKM in the Greater Jakarta area. The research design used is descriptive quantitative with data collection techniques implemented by distributing questionnaires. Then, the questionnaire answers are summarized to obtain the frequency distribution of each item in the questionnaire. The population of this study is people domiciled in the Greater Jakarta area. The sample size was determined using the Lameshow formula, resulting in a sample of 100 respondents spread across the Greater Jakarta area. The majority of respondents, namely 92%, stated that they experienced changes in their shopping patterns during Ramadan. The type of food purchased changed (34%) was the most dominant change. The most dominant consumption purchasing decision during Ramadan was the practicality in preparing food (40%), with favorite shopping places being traditional markets (24%) and street vendors (24%). In a consumption analysis, 83% of respondents experienced changes in their consumption patterns during Ramadan, with the most dominant change being in the amount of food consumed (29%). During sahur (pre-dawn meal), respondents tended to consume vegetables (36%) and chicken (22%). Meanwhile, fried foods (38%) and rice cakes (rice cakes) were the favorite dishes for breaking the fast.

This study was conducted to examine how social media influences Fear of Missing Out (FOMO) behavior among its users. The research employs a qualitative method with a literature review approach by analyzing and reviewing 20 previous research journals related to FOMO behavior in social media users. The reviewed journals were published. The findings indicate that FOMO behavior is driven by high-intensity social media use, in which increased frequency and duration of use are associated with higher levels of anxiety and fear of missing information and social experiences. Continuous exposure to content and activities shared by other users encourages social comparison, which contributes to increased anxiety, self-dissatisfaction, and difficulties in emotional regulation, particularly among individuals with low self-esteem. These conditions may lead to dependence on social validation and promote increasingly addictive patterns of social media use, which in the long term can reduce self-control and negatively affect psychological well-being. When self-esteem is low and psychological well-being is disrupted, individuals may experience heightened pessimism and an increased risk of engaging in self-harm behaviors. Overall, the findings suggest that self-regulation and self-determination serve as preventive factors against FOMO behavior and its psychological and mental health impacts; therefore, strengthening self-regulation and self-determination is essential to prevent FOMO.

This article explores mathematical logic as a fundamental discipline within mathematics that systematically investigates the principles of valid, coherent, and consistent reasoning. Mathematical logic serves as an essential foundation for developing structured thinking and constructing well-grounded, persuasive arguments supported by clear justification. It primarily focuses on the processes of reasoning, argumentation, and formal proof, enabling individuals to distinguish between valid and invalid conclusions. By establishing precise rules and logical structures, mathematical logic provides a rigorous framework for assessing the strength and consistency of arguments. The discipline emphasizes clarity, objectivity, and analytical accuracy in examining propositions and their relationships. In practice, mathematical logic is presented through the use of symbolic representations, formal logical statements, connectives, quantifiers, and truth tables to analyze patterns of reasoning and verify the truth values of statements. These systematic tools allow complex ideas to be evaluated methodically, prevent logical fallacies, and ensure that conclusions are derived from sound and demonstrable reasoning principles.

The development of digital technology, particularly social media, has brought significant changes to human social interaction patterns. Although the ease of digital communication offers various advantages, in reality, it does not always reduce feelings of loneliness. This study aims to analyze the relationship between the intensity of social media use and loneliness levels among students in the digital era. The method used in this research is a quantitative approach with a correlational design, involving 120 active students as the sample. To measure the variable of social media use intensity, the Social Media Intensity Scale was used, while loneliness levels were measured using the UCLA Loneliness Scale. The data analysis results showed a significant positive relationship between the intensity of social media use and loneliness levels among students. This means that the higher the intensity of students' social media use, the higher the loneliness they feel. These findings provide important insight that, despite social media facilitating easier interactions, excessive use does not always positively affect the quality of social relationships. On the contrary, high social media use intensity can be associated with greater feelings of loneliness, indicating the need for a deeper understanding of the impact of social media use on individuals' emotional well-being.

Pedagogical challenges faced by elementary school teachers remain a critical issue in classroom instruction. Teachers are expected to implement student-centered learning while addressing diverse student characteristics, increasing curriculum demands, limited instructional resources, and various classroom constraints. This study aims to understand and describe the pedagogical challenges experienced by elementary school teachers in classroom instruction through a qualitative library research approach. Data were collected from peer-reviewed journal articles published within the last five years and relevant academic books published within the last ten years. The selected literature was analyzed thematically to identify recurring patterns and key issues related to pedagogical practices. The findings indicate that major challenges include classroom management difficulties, the implementation of differentiated instruction, curriculum adaptation, technology integration, and limited opportunities for professional development. These challenges reveal a persistent gap between pedagogical theories and classroom realities. The study concludes that addressing pedagogical challenges requires not only teacher competence but also strong institutional support, flexible curriculum implementation, and continuous professional development.

Social media is one form of technological advancement that has become an integral part of students’ lives, including university students. Its use is not limited to communication and information sharing, but it may also generate psychological effects that influence both physical and mental health. The purpose of this review is to identify and explain the psychological impacts of social media use through appropriate theoretical approaches, which serve as a foundation for discussing the research findings. This study employs a literature review method by examining various academic books and relevant scientific articles. The findings indicate that excessive use of social media has the potential to cause psychological problems among university students, such as social comparison behavior, cyberbullying, decreased sleep quality, and reduced learning productivity. These issues are influenced by several factors, including the intensity of social media use, the type of content accessed, and individuals’ ability to manage emotions and time. Furthermore, uncontrolled social media use may lead to difficulties in social relationships, increased procrastination, poor time management, and reduced self-control in using social networking platforms. Therefore, students are encouraged to develop healthier patterns of social media use to reduce the risk of psychological disturbances. This review is also expected to assist healthcare professionals in understanding the relationship between the intensity of social media use and the occurrence of depressive symptoms among university students.

This study aims to analyze the influence of parenting styles on the emotional development of early childhood based on a literature review. Emotional development is a crucial aspect of character formation, emotional regulation, and children’s social skills in daily life. The research method employed is a literature review, which involves examining relevant sources such as academic journals, books, and research The methodology utilizes a synthesis of peer-reviewed journals and relevant publications concerning the impact of caregiving styles on early childhood emotional maturity The reviewed literature was analyzed descriptively to identify patterns and trends in previous research findings. The results of the literature review indicate that parenting styles have a significant influence on children’s emotional development. Democratic (authoritative) parenting is consistently found to have the most positive impact on children’s emotional development, including better emotional regulation, self-confidence, independence, empathy, and social competence. Children raised with democratic parenting tend to express their emotions in a healthy manner and adapt well to social environments. In contrast, authoritarian, permissive, and neglectful parenting styles are often associated with emotional difficulties, such as low social skills, poor self-control, and challenges in managing emotions. Based on these findings, it can be concluded that democratic parenting plays a vital role in supporting optimal emotional development in early childhood

The Myers-Briggs Type Indicator (MBTI) is one of the personality assessment tools that is often used to identify individual psychological tendencies, including in the context of higher education. In the student environment, MBTI is widely used as a means of self-introduction, adjustment of learning styles, increasing the effectiveness of group work, and career planning. This article aims to examine the relevance of the application of MBTI among students using a literature study approach. The research method used is in the form of a review of various literature sources, such as scientific journals, books, and academic articles that discuss the basic concept of MBTI, its implementation in the field of education, and critical views regarding its limitations. The results of the study show that MBTI has a fairly relevant role as a non-diagnostic instrument in helping students understand their potential, learning preferences, and social and academic interaction patterns. In addition, the appropriate use of MBTI can support improved learning quality, teamwork effectiveness, and academic counseling services. However, a number of literature highlights the limitations of MBTI, especially regarding aspects of validity and reliability, so it is not recommended to be used as the sole basis for academic or psychological decision-making. Thus, MBTI remains relevant for students if used wisely, contextually, and based on a strong scientific foundation to support students' academic and personality development.

Waste-related issues have become increasingly complex environmental challenges as a result of population growth and shifting consumption patterns within society. Although Indonesia has established a legal framework through Law Number 18 of 2008 on Waste Management, its implementation at the community level continues to encounter various obstacles, particularly low legal awareness and an underdeveloped legal culture. This community service program aims to foster and strengthen a legal culture in waste management as an effort to promote environmental sustainability in Mrutuk Village, Widang District, Tuban Regency. The activities were conducted using participatory and descriptive approaches, including legal education, dissemination of waste management regulations, reinforcement of legal substance and enforcement structures, and community-based assistance. The results demonstrate an improvement in public understanding and awareness of the importance of managing waste in accordance with legal provisions, a shift in attitudes from compliance motivated by supervision toward voluntary compliance, and the emergence of community initiatives to actively engage in environmentally oriented waste management. Therefore, strengthening legal culture has proven to be a crucial instrument in encouraging environmentally responsible behavior and supporting the achievement of sustainable development.

This study explores emotional instability and its impact on happiness, focusing on Positive Psychology, Neurobiology, and Stoicism. It aims to identify factors influencing instability of happiness, including stress, social support, and neurobiological dynamics. The research seeks to develop effective strategies to enhance emotional stability and long-term well-being, contributing to theories and practices for fostering enduring happiness in individuals and society. This study employs a qualitative approach, combining in-depth interviews and document analysis to explore emotional instability and strategies for lasting happiness. Nine participants from psychology, neurobiology, and Stoicism fields share personal experiences through narrative analysis, identifying patterns in happiness fluctuations. A comprehensive literature review enhances findings, ensuring validity, credibility, and a holistic understanding of factors influencing emotional well-being.Research reveals happiness is multifaceted, influenced by psychology, neurobiology, and philosophy. Factors like stress, personality, and social support impact emotional stability. Positive psychology emphasizes gratitude, mindfulness, and cognitive restructuring. Stoicism focuses on self-control, acceptance, and living virtuously. Neurobiology highlights the role of brain chemistry and lifestyle factors like diet and exercise. By integrating these perspectives, individuals can cultivate resilience, manage emotions, and enhance overall well-being.This research examines emotional instability and its impact on happiness, combining insights from Positive Psychology, Neurobiology, and Stoicism. Key factors include stress, neurochemical imbalances, and social support. Strategies such as emotional regulation, mindfulness, and resilience-building enhance stability. The study highlights the integration of ancient wisdom and modern science to foster enduring happiness and improve overall well-being.

The goal of this thesis is to increase awareness and give victims a better understanding of the causes of bullying and coping mechanisms by analysing the causes, effects, and efficacy of current anti-bullying interventions at Cendekia Harapan School in Jimbaran, Bali. To strengthen anti-bullying initiatives, it also assesses current solutions and makes culturally appropriate suggestions. Students completed open-ended surveys as part of a qualitative research design to learn more about their individual experiences, opinions, and the success of ongoing programs. To find patterns in bullying behaviours and their impacts, thematic analysis was used. The results showed that bullying is frequently caused by insecurity, a desire for power, and a need to fit in. Bullying victims often experience emotional distress, mental health conditions like anxiety and depression, and academic decline. According to the study, bullying can be influenced by the school environment. While students believe that current initiatives are effective, they also recommend additional interventions like workshops that foster empathy and greater parental involvement. These findings provide useful recommendations for improving school-based anti-bullying initiatives and corroborate theories put forth by Olweus and Adler.

This study aims to analyze the communication process within the Suluk tradition in Kubu Gadang, West Payakumbuh, using Dell Hymes’ Dell Hymes Ethnography of Communication approach. This research employed a qualitative method with an ethnographic approach through observation and in-depth interviews involving five informants and one triangulator, consisting of mursyid, khalifah, and salik. The findings reveal that communication in the Suluk tradition is systematically regulated to maintain participants’ spiritual concentration during the worship process. Communication occurs through verbal forms, such as dzikir, tawajuh, and spiritual instructions delivered by the mursyid, as well as non-verbal symbols, including the use of khalwat isolation tents, tasbih, and stones as counting tools. In addition, strict norms such as limiting speech, eye contact, and social interaction function as important non-verbal communication elements. These communication patterns collectively support the spiritual objectives of Suluk, particularly in strengthening self-discipline, inner focus, and closeness to Allah.

This study is motivated by the importance of actualizing Pancasila values in students’ lives, not only at the cognitive level but also in daily social interactions within the campus environment. Phenomena such as digital individualism, exclusivity in social relationships, and bullying practices indicate a gap between understanding and implementation of Pancasila values. This study aims to analyze the forms of Pancasila value actualization through students’ social interaction patterns and their implications for character building. The research employs a qualitative approach using a library research method, with secondary data derived from scientific journals, books, and relevant academic documents. Data collection was conducted through documentation study, while data analysis used descriptive-critical content analysis. The findings show that the actualization of Pancasila values is reflected in religious tolerance, rejection of bullying, cross-cultural inclusivity, deliberative decision-making, and fairness in academic collaboration. These results indicate that students’ social interaction serves as an important indicator of successful internalization of Pancasila values. Practically, this study highlights the importance of strengthening character education based on social practices to develop ethical, inclusive, and Pancasila-oriented young generations.

Background: Malaria transmission in Indonesia exhibits substantial spatial and temporal heterogeneity, particularly between stable endemic areas and remote outbreak-prone areas. Although routine surveillance is crucial for malaria control and elimination efforts, its limitations can obscure early warning signals, particularly in geographically isolated areas. Objective: This study aimed to analyze malaria epidemiology by integrating routine surveillance data from endemic primary health care settings with results from high-mortality outbreak investigations in remote highland districts in Indonesia, focusing on temporal trends, spatial clustering, Plasmodium species patterns, diagnostic gaps, and mortality. Methods: A mixed epidemiology approach was used. A retrospective longitudinal analysis of routine malaria surveillance data was conducted for the period 2023–2025 in endemic settings, while a cross-sectoral outbreak investigation was conducted in remote highland districts. Descriptive analyses were conducted to assess trends, demographic characteristics, species distribution, spatial heterogeneity, case detection methods, and outbreak-related mortality. Results: Routine surveillance data revealed fluctuations in malaria transmission, with a significant decline in cases in 2024 followed by a sharp increase in 2025. Conversely, outbreak investigations documented high case fatality rates, particularly affecting children and older adults, caused by delayed diagnosis, limited diagnostic capacity, and limited access to timely treatment. Conclusions: These results highlight the dynamic and context-dependent nature of malaria epidemiology in Indonesia. Integrating routine surveillance with outbreak investigations provides a comprehensive understanding of endemic trends and systemic vulnerabilities. Strengthening adaptive surveillance, improving diagnostic capacity, and implementing spatially targeted interventions are crucial for preventing outbreaks and reducing malaria-related mortality, particularly in remote and high-risk areas.

The conversion of agricultural land to non-agricultural land continues to increase along with the pressures of urbanization, industrialization, and settlement expansion. This condition poses risks to food security, environmental sustainability, and farmer welfare. This article reviews literature based on 25 abstracts/research results on LP2B in Indonesia to map policy implementation patterns, the relationship between LP2B and regional spatial planning, inhibiting factors, and the direction of policy strengthening. The method used is a narrative review with thematic synthesis of normative legal studies, juridical-empirical, qualitative, mixed methods, and spatial-quantitative approaches. The results of the review indicate: (1) LP2B is highly dependent on the harmonization of spatial planning policies, especially RTRW/RDTR and licensing mechanisms based on KKPR-OSS; (2) many regions are still stuck at the land inventory-identification stage, not yet reaching the determination and operational protection through LP2B Regional Regulations; (3) dominant obstacles include regulatory asynchronous, weak law enforcement, minimal cross-agency coordination, limited data by name by address, suboptimal socialization, and conflicts of interest in non-agricultural development; (4) incentive-disincentive instruments have not been implemented consistently, although socially farmers tend to accept LP2B protection; and (5) quantitative evidence at the national level shows that LP2B policies have a positive effect on the percentage of rice fields, despite being suppressed by population density and real estate sector growth. This article emphasizes the need for an integrated spatial governance approach, strengthening regional institutions, and designing policies that are socially and environmentally just to ensure that LP2B is effective in maintaining regional food security.

Malaria remains a significant public health problem in several endemic areas in Indonesia. Understanding temporal and epidemiological changes at the local level is crucial for effective malaria control and elimination. This study aims to analyze changes in malaria epidemiological patterns based on routine surveillance data at the Yaro Community Health Center, Indonesia, during the period 2023–2025. This is a retrospective, longitudinal descriptive study using routine malaria surveillance data. Variables analyzed include temporal trends, Plasmodium species distribution, demographic characteristics, spatial distribution, and case-finding strategies. Data were analyzed descriptively using frequencies and proportions. A total of 9,677 malaria examinations were recorded, with 546 confirmed cases. Malaria cases showed a significant increase in 2025. Plasmodium vivax was the most dominant species, with a steadily increasing proportion of mixed infections. Adults aged 15–64 years and men were the most affected groups. Spatial analysis showed regional heterogeneity with persistent hotspots at the village level. Passive case detection remains the primary method, while active surveillance is increasingly contributing to case identification. Malaria epidemiology in the Yaro region exhibits dynamic temporal, demographic, and spatial patterns. Strengthening integrated surveillance and targeted interventions is essential to address persistent transmission and support malaria elimination efforts.