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Baharudin, Ali Musthofa; Ilham, Aqsha Maulana; Resmi, Arum Sita; Azkia, Bella Firdha; Reswara, Naufal +1 more

IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi 2026 Fakultas Teknologi Informasi, Universitas Kristen Satya Wacana

Python programming has become a fundamental competence in the digital era, yet students often struggle to transform algorithmic logic into functional code. This gap between conceptual understanding and practical implementation skills requires a thorough investigation into learning challenges within the Industrial Informatics Engineering Technology (TRIN) program at Politeknik Manufaktur Bandung. Grounded in Bloom's Revised Taxonomy and Cognitive Load Theory, this descriptive quantitative study utilized a Likert-scale questionnaire and an objective comprehension test administered to 87 third-year students. Data were analyzed using descriptive statistics to map performance across three aspects: conceptual understanding, syntactic comprehension, and implementation ability. Results indicate the conceptual aspect achieved the highest average of 4.15, followed by syntax at 3.56 and implementation at 3.54, with objective test accuracy rates of 76.09%, 65.52%, and 67.36%, respectively. Major obstacles identified include difficulties with looping, debugging, and comparison operators. Therefore, enhanced structured practice and Project-Based Learning approaches are recommended to strengthen students' implementation competencies.

Jumi Romelah; Haekal Amirul Akbar; Hijriana Rahmah Amelia

jurnal Riset Rumpun Agama dan Filsafat 2026 Pusat Riset dan Inovasi Nasional

This study examines the concept of compassion-based education (rahmatan lil ‘alamin) from the perspective of Islamic educational philosophy and its relevance to bullying prevention in Islamic educational institutions. The study is motivated by the tendency of modern education to emphasize cognitive achievement while giving less attention to moral and affective development, resulting in the persistence of bullying behavior in educational settings. This study employs a qualitative approach using library research. Data were collected from the works of Muslim scholars, scientific journals, and relevant literature on Islamic education and analyzed through content analysis. The findings reveal that compassion-based education is built upon the integration of moral development, purification of the heart, and the cultivation of adab (proper conduct). These elements contribute to the development of empathy, social concern, and moral awareness among students. Therefore, compassion-based education (rahmatan lil ‘alamin) has strong relevance as a preventive approach to reducing bullying behavior and fostering a more humane and supportive educational environment in Islamic educational institutions.

Nurul Aini MM Sodik; Siti Nur Azkiah I. Hulawa; Anisa Safwa Ilato; Alia Azizah Sapii; Salsa Aprilla Patilima

Jurnal Inovasi Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

Communication within the family, especially between parents and children, is an important foundation for the development of a child's personality, emotions, and social skills. The purpose of this writing is to identify the types of parental communication styles, analyze the factors that influence them, examine their impact on child development, and provide practical recommendations to improve the effectiveness of communication patterns within the family. The method used in writing this paper is a literature study. The discussion results show that there are three main types of parental communication styles: permissive, authoritarian, and democratic. The permissive style tends to give the child unlimited freedom, the authoritarian style emphasizes control and obedience, while the democratic style encourages openness and mutual respect. The choice of communication style is influenced by various factors such as educational background, culture, past experiences, and the socio-economic conditions of parents. Each communication style has a different impact on the emotional, social, and cognitive development of children. The democratic style is considered the most effective in optimally supporting child development. This article provides recommendations to parents to increase knowledge about dialogical-based parenting, practice assertive communication skills, give children space to express their opinions, and build a family culture that is open and mutually respectful.

Irmawati Tahir; Nurasia Natsir; Firdaus Firdaus

International Journal of Educational Research 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

In the Education 4.0 era, schools face unprecedented challenges in managing teacher performance effectively. Traditional top-down performance management systems have proven inadequate for fostering continuous professional growth, intrinsic motivation, and adaptive teaching competencies required in increasingly technology-driven learning environments. This study aims to develop, validate, and assess the effectiveness of a School-Based Performance Management (SBPM) model designed to enhance teacher effectiveness across cognitive, affective, and pedagogical dimensions. Using a Research and Development (R&D) design following the ADDIE framework, the study was conducted in three phases: needs analysis, model development, and model validation. Participants included 12 school principals, 186 teachers, and 8 education experts from 24 public secondary schools in [Province, Country]. Validation by experts yielded a content validity index (CVI) of 0.91. Implementation resulted in statistically significant improvements in teacher effectiveness scores (t = 8.74, p < 0.001, Cohen's d = 1.23), digital pedagogy competency (mean increase = 22.4%), and student learning outcomes (mean improvement = 17.8%). The SBPM model provides a contextually responsive, evidence-based framework that empowers schools to manage teacher performance collaboratively, fostering professional accountability and sustainable instructional quality in Education 4.0.

Muhammad Rizky Simanjuntak

Jurnal Ilmu Kesehatan 2026 Lembaga Pengembangan Kinerja Dosen

Allergic rhinitis (AR) is a chronic inflammatory disorder of the nasal mucosa mediated by immunoglobulin E (IgE) in response to allergen exposure. This condition has become a significant global health concern because of its increasing prevalence and substantial impact on quality of life, sleep, cognitive function, and work productivity. AR is also commonly associated with other atopic diseases, including asthma and atopic dermatitis. This article aims to review the current understanding of allergic rhinitis, focusing on epidemiology, pathophysiology, clinical manifestations, diagnostic approaches, and evidence-based management strategies. This study used a narrative literature review method by analyzing scientific articles, clinical guidelines, and peer-reviewed journals published between 2015 and 2025. Literature sources were obtained from PubMed, Google Scholar, and relevant medical databases using keywords related to allergic rhinitis, IgE, diagnosis, and immunotherapy. The findings indicate that allergic rhinitis involves complex immune mechanisms characterized by Th2 lymphocyte activation, IgE production, and inflammatory mediator release. Diagnosis is primarily established clinically and supported by allergy testing such as skin prick tests or serum-specific IgE measurement. Intranasal corticosteroids remain the first-line therapy for moderate to severe cases, while antihistamines and leukotriene receptor antagonists are used as adjunctive therapies. Allergen immunotherapy has shown effectiveness in modifying disease progression and improving long-term outcomes. In conclusion, allergic rhinitis is a manageable chronic disease that requires a comprehensive and individualized treatment approach involving environmental control, pharmacotherapy, and immunotherapy.

Zaskia Nazwa; Anwar Sidik

Jurnal Pendidikan dan Kewarganegara Indonesia 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

Indonesia’s multicultural diversity poses serious challenges in maintaining social harmony, marked by increasing cases of intolerance driven by differences in ethnicity, religion, and culture. Education, particularly civics (PPKn), plays a strategic role in instilling tolerance values from an early age. This study aims to analyze the strategies used by elementary school teachers in cultivating tolerance attitudes through PPKn  learning, identify the implementation of tolerance values in classroom activities and student social interactions, and reveal the challenges faced by teachers along with effective and contextual learning strategies. This study employed a qualitative descriptive approach based on library research, collecting data from accredited scientific journals published between 2021 and 2025, sourced from databases including google scholar, DOAJ, and sinta- indexed journals. Data were analyzed using descriptive qualitative analysis through stages of data reduction, data presentation, and conclusion drawing, with source triangulation appliet to ensure validity. The findings reveal that affective teachers employ a holistic approach encompassing cognitive, affective, and psychomotor domains, consistent with Bloom’s revised taxonomy. Teachers serve not only as knowledge transmitters but also as moral role models, as supported by Bandura’s Social Learning Theory. Implementation is carried out through three channels: intracurricular, co-curricular, and extracurricular activities. Key challenges include dominance of cognitive approaches, limited understanding of multicultural education, and negative influencesof social media. This study implies the urgent need for continuous professional training for PPKn teachers, differentiated and inclusive learning design, and active collaboration between schools and families to strengthen the internalization of tolerance values in elementary school students.

Maximilian Edward Tjang; Timothy Arthur Harrison; Evan William Woo; Yanto Sandy Tjang; Maria Francisca Widyastuti Estiningtyas +1 more

jurnal Riset Rumpun Agama dan Filsafat 2026 Pusat Riset dan Inovasi Nasional

The study aims to analyze the role of digital media as a distracting factor affecting the faith loyalty of Catholic adolescents in their relationship with God amid religious pluralism in Indonesia. The development of digital media has transformed how adolescents understand, express, and live out their faith, while simultaneously presenting both opportunities and ambivalent challenges. This research employs a qualitative approach using a library research method, analyzing various theological, sociological sources, and Church documents. The findings indicate that digital media can serve as a broad and participatory space for expressing faith, but it also has the potential to create distractions in three main dimensions: cognitive, affective, and practical. Cognitively, adolescents experience confusion in understanding faith teachings due to the diversity of information available. Affectively, there is a shift in orientation from a relationship with God toward the pursuit of emotional gratification in digital spaces. Practically, there is a decline in engagement in concrete religious practices. Within the context of religious pluralism, this complexity intensifies and influences the formation of adolescents’ faith identity. This study also finds that digital media does not only have negative impacts but also holds positive potential as a means of deepening faith when used critically and reflectively. Therefore, the role of the Church is essential through contextual, dialogical, and integrative pastoral accompaniment combined with critical digital literacy. Through this approach, adolescents are expected to integrate their digital experiences into a more mature, authentic faith life rooted in a deeper relationship with God.

Ahmad Muhammad Mustain Nasoha; Retna Khoiriyah; Retna Khoiriyah; Maulida Akmasa Moza Hidayat; Alfi Farras Najwa Sabiel +1 more

GARUDA : Jurnal Pendidikan Kewarganegaraan dan Filsafat 2026 International Forum of Researchers and Lecturers

This study aims to analyze the process of internalizing legal values in the formation of a culture of law-abidingness by emphasizing the perspective of civic responsibility and the Islamic Sociological Jurisprudence Theory approach. The main problem studied is how legal values are not only understood normatively, but also internalized in the individual and collective consciousness of society, thus giving rise to sustainable law-abiding behavior. The research method used is a normative juridical approach with strengthening conceptual and sociological analysis of legal dynamics in society. The results show that the internalization of legal values is a multidimensional process involving cognitive, affective, and spiritual aspects, which are influenced by education, the social environment, role models, and the consistency of law enforcement. In the context of civic responsibility, a culture of law-abidingness is not only formal compliance with regulations, but also reflects moral awareness and active participation of citizens in maintaining social order. Meanwhile, Islamic Sociological Jurisprudence Theory offers an integrative paradigm that combines the normative dimensions of sharia with social reality, through a comparative approach of schools of thought, maqāṣid al-syarī‘ah, and an orientation toward the welfare of the people. This research emphasizes that the formation of an effective culture of law-abidingness requires a holistic and contextual approach, in which law is understood as a living and adaptive social instrument. Thus, the internalization of legal values based on civic responsibility and an Islamic sociological jurisprudence approach can encourage the realization of substantive justice, high legal awareness, and a civilized and sustainable social order.    

Hartono Hartono; Muhamad Firdaus; Dora Anak Athan

International Journal of Mathematics and Science Education 2026 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Inclusive education aims to provide equal learning opportunities for all students, including those with special needs, within regular educational settings. However, mathematics learning in inclusive classrooms remains challenging because mathematical concepts are often abstract and require logical reasoning that may not be easily accessible to learners with diverse cognitive characteristics. Ethnomathematics has emerged as an alternative approach by integrating cultural practices, local wisdom, and students’ daily experiences into mathematics instruction, creating more meaningful and accessible learning environments. This study aims to analyze the development, implementation patterns, opportunities, and research gaps related to ethnomathematics in inclusive mathematics learning. A literature review method was employed by examining scientific publications from 2020–2025 obtained from Google Scholar, Scopus, ERIC, Springer, and ProQuest databases. Data were analyzed through content analysis involving reduction, classification, interpretation, and synthesis. The findings indicate that ethnomathematics has been implemented through cultural artifacts, digital teaching materials, and project-based contextual learning. The approach supports inclusive learning through multi-representational access, instructional adaptations, scaffolding strategies, and collaborative teaching practices aligned with Universal Design for Learning principles. Furthermore, ethnomathematics enhances students’ motivation, conceptual understanding, mathematical literacy, and cultural identity. Nevertheless, studies focusing on disability-specific adaptations and long-term learning outcomes remain limited and require further investigation.

Khansa Aulia Putri; Handajany, Sofie

Journal of Educational Innovation and Public Health 2026 Pusat Riset dan Inovasi Nasional

Sleep duration and sleep quality are essential physiological needs that play a significant role in the emotional and behavioral development of children aged 3–6 years. Adequate sleep supports brain development, cognitive functioning, emotional regulation, and social interaction skills in early childhood. Conversely, poor sleep duration and low sleep quality may negatively affect children’s attention, mood stability, and ability to interact socially with peers and caregivers. This article is a literature review using a systematic review approach that analyzes 10 scientific articles published between 2016–2026 to evaluate the relationship between sleep duration and sleep quality with emotional and behavioral problems in preschool children. The article selection process followed the PRISMA flow diagram, with articles sourced from Google Scholar, PubMed, and ScienceDirect databases. The findings consistently indicate that inadequate sleep duration and poor sleep quality are associated with increased emotional and behavioral problems, including hyperactivity, anxiety, emotional dysregulation, and difficulties in social interaction among children. Furthermore, sleep disturbances were found to negatively influence children’s emotional self-regulation abilities, which are crucial for adaptive behavior. Therefore, ensuring adequate sleep duration and improving sleep quality are important strategies to support optimal emotional and behavioral development in preschool-aged children.

I Putu Edy Arizona; Anantawikrama Tungga Atmadja; Lucy Sri Musmini; I Made Pradana Adiputra; I Gusti Ayu Purnamawati

Proceeding of the International Conference on Economics, Accounting, and Taxation 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study investigates the decoupling phenomenon between ESG (Environmental, Social, and Governance) sustainability reporting and communal Tri Hita Karana (THK) sustainability practices in a Rural Bank in Bali. Through Ethnographic Content Analysis (ECA) of official documents from BPR Luhur Damai covering 2023–2025, this study identifies that the Sustainability Report (SR), prepared strictly according to Financial Services Authority Regulation (POJK) 51/2017, does not incorporate substantial THK practices, namely banten (ceremonial offerings) Rp131.6 million, dana punia (religious donations) Rp8.5 million, and monthly banjar (communal community unit) contributions, producing a Hindu religious expenditure to formal Social and Environmental Responsibility (SER) ratio of 10:1. Drawing on the Institutional Logics perspective, this study identifies four decoupling mechanisms: (1) cognitive, namely THK as taken-for-granted, not perceived as “sustainability”; (2) administrative, namely departmental silos between Compliance and General Affairs; (3) template, namely POJK 51/2017 provides no space for local wisdom; and (4) capacity, namely limited Human Resources (HR) and institutional capacity. These findings lead to the concept of “invisible sustainability,” that is, real sustainability contributions that are invisible to conventional reporting frameworks, and “cultural accounting gap,” that is, the absence of accounting categories for local cultural-religious contributions. The theoretical contribution is demonstrating that decoupling in Global South contexts is not merely symbolic compliance but results from structural misalignment between transnational and communal logics that renders local sustainability contributions institutionally invisible.

Nurul Aini MM Sodik; Melia Frilia Pakaya; Fitriyawati Ladiku; Nurwila Ye’ete; Nabila Nggai

Jurnal Pendidikan Anak Usia Dini dan Kewarganegaraan 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

Effective communication is an important element in the early childhood learning process because it plays a significant role in children’s social, emotional, and cognitive development. This study aims to determine the influence of teachers’ roles in developing effective communication among early childhood children aged 4–5 years at TK Damhil, Kota Selatan, Gorontalo Province. The research used a quantitative method with a descriptive research design. The research subjects consisted of 5 children aged 4–5 years selected through purposive sampling techniques. Data collection techniques were carried out through direct observation of children’s communication activities during the learning process. The results showed that the teacher’s role is very important in building effective communication through the use of simple language, responsive attitudes, active listening skills, and the use of verbal and nonverbal communication that is appropriate to children’s developmental characteristics. The implementation of effective communication was proven to improve children’s self-confidence, social interaction skills, and readiness to face formal education. Therefore, effective communication applied by teachers provides a positive contribution to optimizing early childhood development.

Muhammad Sirodjuddin; Purnawirawansa Putra; Muhammad Basyaruddin; Risdah Lenah; Tiyas prastiwi +1 more

Student engagement remains a critical determinant of academic success in elementary education, yet traditional instructional approaches often fail to sustain meaningful participation. This narrative literature review synthesizes contemporary evidence (2020–2026) on the strategic planning of Case-Based Learning (CBL) and its impact on multidimensional student engagement in primary schools. Using Google Scholar as the primary database, peer-reviewed studies were screened and thematically analyzed to identify core planning components, engagement outcomes, and contextual implementation factors. The synthesis revealed five essential instructional design elements: developmentally appropriate case selection, structured scaffolding, explicit curriculum alignment, adequate temporal allocation, and authentic assessment. Empirical findings consistently demonstrate that well-planned CBL significantly enhances behavioral participation, cognitive deepening, and affective motivation among elementary learners. However, implementation success is heavily moderated by teacher pedagogical competence, institutional support, and adaptive resource utilization. These findings underscore the necessity of integrating CBL planning frameworks into teacher professional development and curriculum design. Ultimately, strategically designed case-based instruction offers a transformative pathway to reinvigorate elementary classrooms, though sustained adoption requires targeted training, flexible policies, and further longitudinal research on engagement trajectories in primary education.

Dzaky Isyuniandri; Lia Yunita

Jurnal Pengabdian Sosial 2026 Lembaga Pengembangan Kinerja Dosen

The health of elementary school-aged children is a crucial phase for physical growth and cognitive development, but the school environment is often vulnerable to the spread of disease due to a lack of understanding of hygiene. This community service activity aims to increase students' awareness of the dangers of germs at SD Negeri Sumberbulu 1 through education on Clean and Healthy Living Behavior (PHBS) with a primary focus on Handwashing with Soap (CTPS). The implementation method is carried out through three stages: preparation and coordination, educational implementation using animated videos and live demonstrations of the 6 steps of CTPS, and the follow-up stage. The results of the activity showed that the use of visual media and icebreakers effectively increased students' enthusiasm and understanding in absorbing the health steps taught. As a form of sustainability, the team coordinated with the school, which then expressed its willingness to integrate the CTPS scheme into the school's daily routine independently. Thus, this program successfully transformed healthy behavior into a permanent school culture to maintain the quality of life for the next generation.

Dian Ramadhani Abdullah; Herdah Herdah

AL-MUSTAQBAL: Jurnal Agama Islam 2026 STIKes Ibnu Sina Ajibarang

This study aims to clarify the conceptual differences between measurement, assessment, and evaluation; present a comparative analysis of their characteristics; formulate concrete application examples across four Arabic language skills (istima', kalam, qira'ah, and kitabah) in madrasah; and analyze evaluation principles in creating an objective and fair assessment system. The study employs a library research method with a descriptive-analytical approach through content analysis of relevant academic sources. The findings indicate that measurement, assessment, and evaluation form a hierarchical and mutually reinforcing relationship, yet they differ in scope, function, and purpose. Measurement focuses on quantifying learning outcomes, assessment interprets those results, and evaluation provides overall judgment for decision-making. The current imbalance in Arabic language evaluation at madrasah, which often emphasizes cognitive measurement alone, can be improved through comprehensive assessment of all four language skills. This should be grounded in principles of validity, reliability, objectivity, practicality, and positive washback to ensure a fair, meaningful, and educationally sound evaluation system.  

Jumadilla Afifah; Fadhilla Yusri

Jurnal Pendidikan Dirgantara 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

Interpersonal problems within peer groups often become serious obstacles to the psychological and academic development of college students. This study aims to empirically examine the effectiveness of individual counseling services using cognitive restructuring techniques in reducing withdrawal behavior among college students experiencing peer conflict. The research method employed is a quantitative experiment with a Single-Subject Design approach, specifically utilizing an A-B design. The research subject  was a 6th-semester female college student, initialized as N, who experienced cognitive distortions in the form of feelings of exclusion by her five-member peer group, which triggered acute social withdrawal behavior (isolating herself in her boarding house). Data collection was conducted through a validated withdrawal behavior scale instrument, supported by clinical observations and in-depth interviews during the baseline phase (A) and the intervention phase (B). The results of the visual analysis within-conditions and between-conditions indicated a significant decrease in withdrawal behavior scores after the implementation of 4 intervention sessions. The subject was able to identify negative automatic thoughts (arbitrary inference), replace them with rational mindsets (positive thinking), feel more relieved, and commit to self-improvement. The implications of this study prove that individual counseling with cognitive restructuring techniques can be an effective intervention strategy for campus counselors to overcome cognitive distortions and interpersonal communication barriers in college students.

Ade Nabila Hazanah; Syamzaimar Syamzaimar

Jurnal Pendidikan Pancasila dan Kewarganegaraan 2026 Asosiasi Periset Bahasa Sastra Indonesia

This study examines the integration of Al-Farabi’s and Ibn Khaldun’s values into the reconceptualization of Civic Education (PKn) in Indonesia. Civic Education has often been criticized for its normative orientation, which lacks relevance to the multicultural realities and democratic challenges of contemporary society. The objective of this research is to construct a conceptual framework that combines Al-Farabi’s emphasis on rationality, morality, and human perfection with Ibn Khaldun’s focus on social solidarity (asabiyyah) and adaptability to societal change. Using a qualitative descriptive approach with a library research design, this study analyzes classical and contemporary literature to identify the relevance of these contributions to PKn. The findings reveal that integrating Al-Farabi’s moral dimension and Ibn Khaldun’s social dimension enriches the ethical, spiritual, and civic aspects of PKn, while aligning with the foundational values of Pancasila. This integration offers a transformative model of PKn that not only develops cognitive competence but also nurtures moral integrity, social justice, and civic engagement. The implication is that PKn can serve as a holistic instrument for shaping citizens who are intellectually critical, ethically responsible, and socially cohesive. Nevertheless, the limitation of this study lies in its conceptual nature, as empirical testing has not yet been conducted, suggesting the need for further applied research to validate the proposed model.

Dewilna Helmi

Jurnal Pengabdian dan Kesejahteraan Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

Rapid developments in digital technology have had a significant impact on students’ lives, particularly in the use of social media and excessive consumption of digital content. The phenomenon known as Brain rot has become a growing concern because it can affect students’ concentration, learning motivation, and quality of thinking. This study aims to provide education regarding the impact of brain rot on students’ concentration and learning motivation in the digital era. The activities were carried out through counseling methods, interactive discussions, and mentoring for junior high school students. The materials presented included the definition of brain rot, the effects of excessive digital media use, the importance of learning time management, and strategies to improve learning focus. The results of the activity showed that students gained a better understanding of the negative impacts of uncontrolled digital media use. In addition, students began to realize the importance of limiting gadget use and increasing productive learning activities. This educational program also helped raise students’ awareness of the importance of maintaining mental health and cognitive abilities amid the rapid development of digital technology. Through this educational activity, students are expected to use technology wisely so that their concentration and learning motivation can improve optimally. Educational programs regarding brain rot need to be carried out continuously as part of strengthening digital literacy within the school environment.

Ujianto, Erik Iman Heri; Rianto, Rianto

Journal of Computing Theories and Applications 2026 Universitas Dian Nuswantoro

 The rapid adoption of smartphones among Indonesian digital natives has increased reliance on biometric authentication systems. However, empirical evidence regarding the relationship between user satisfaction and security risk awareness remains limited, particularly in developing-country contexts. This study investigates the behavioral dynamics of biometric security perception among 266 respondents, consisting of 221 high school students and 45 university students in Indonesia. A Python-based computational pipeline incorporating Akaike Information Criterion (AIC) validation and 1,000-iteration stochastic bootstrapping was employed to evaluate nonlinear behavioral patterns using Polynomial Regression and Ordinary Least Squares (OLS) multivariate analysis. The results confirm the existence of a nonlinear Security Paradox. While the overall population demonstrates a positive quadratic trajectory, the university student group exhibits a concave-down parabolic relationship (a=−0.0460), indicating a decline in perceived utility beyond a specific security threshold. The identified behavioral breaking point occurs at X≈5.45 (95% CI: 2.99–20.77), suggesting that excessive security hardening may reduce perceived usability and increase cognitive friction. Furthermore, the ablation analysis reveals that security risk awareness (p<0.001) is the strongest predictor of user satisfaction, exceeding the influence of daily usage intensity. Segment-level analysis further demonstrates behavioral divergence between respondent groups. High school students exhibit relatively uniform satisfaction toward biometric systems, whereas university students display greater variability and more critical perceptions regarding authentication friction. These findings indicate that highly rigid security configurations may become less effective for users with higher digital literacy and risk awareness. This study contributes a computationally validated behavioral framework for understanding security–utility trade-offs and provides a conceptual foundation for developing adaptive, user-centric, and friction-aware biometric authentication systems.

Khairul Umam; Achmad Taufik; Ria Kasanova

Jurnal Pengabdian dan Perubahan Sosial 2026 Lembaga Pengembangan Kinerja Dosen

Legal education in higher education institutions remains predominantly dominated by cognitive approaches, which have not fully succeeded in shaping students’ character, particularly in terms of integrity, professional responsibility, and legal empathy. This condition highlights the need for learning approaches that integrate practical experience with professional ethical values. This community engagement activity aims to strengthen the character of law students through a clinical legal education-based intervention integrated with professional ethics education. The activity was conducted using a participatory approach involving 35 law students from the Faculty of Law at Universitas Madura over the period from 21 April to 13 May 2026. The intervention consisted of a series of activities, including legal education sessions, basic legal consultations, and structured ethical reflection. The community partners were local residents with limited access to legal information and services.The results indicate an improvement in students’ character scores across several dimensions, namely integrity (from 3.42 to 4.21), professional responsibility (from 3.51 to 4.28), and legal empathy (from 3.37 to 4.35). In addition, more than 80% of students reported that the activity enhanced their understanding of legal practice and the social conditions of the community. The activity also had a positive impact on the community, particularly in improving legal literacy. These findings demonstrate that experience-based legal clinics are effective in strengthening law students’ character while simultaneously providing tangible benefits to the community. Therefore, community engagement activities based on clinical legal education can be developed as a strategic medium for strengthening character education in law faculties.