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Elok Hidayah; Aminatur Rosyidah; Izza Afkarina

Jurnal Cakrawala Pendidikan dan Biologi 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

Recent declines in student ethics and learning diligence indicate deeper systemic challenges within the contemporary educational ecosystem. This situation prompts critical inquiry into the respective contributions of school governance, teacher practices, and familial environments in shaping student’s learning orientations. This study seeks to identify the principal determinants of learning diligence from the perspectives of teachers, parents, and students, employing a qualitative exploratory–interpretive design. Data were elicited through narrative stimuli intended to provoke reflective and affectively grounded responses, which were subsequently examined using inductive–thematic analysis. The findings demonstrate that structural weaknesses within school systems, particularly ambiguous policy direction, inconsistent institutional regulations, and ineffective evaluative mechanisms—constitute dominant factors undermining student’s motivation and academic discipline. Parental influences also play a substantive role; insufficient parental engagement and inadequate developmental guidance contribute to weakened responsibility and diminished learner commitment. Some students report withdrawing from academic engagement due to unclear expectations and the absence of supportive school conditions. Moreover, perceptions of automatic grade promotion and guaranteed graduation exacerbate motivational decline. Collectively, these findings indicate that learning diligence emerges from a complex interplay between institutional structures, pedagogical practices, family dynamics, and student’s psychosocial conditions. Addressing these issues thus requires coordinated, systemic, and multi-stakeholder intervention.

Rostina Rostina

International Journal of Multilingual Education and Applied Linguistics 2025 Asosiasi Periset Bahasa Sastra Indonesia

This study explores the role of English in supporting the academic and professional development of management students, based on the lecturer’s reflections as both lecturer and researcher. As English becomes increasingly important in global education and employment, many students are required to read academic materials, complete assignments, and communicate using English. This study focuses on how English for Specific Purposes (ESP), especially Business English, helps students build discipline-related skills and prepare for real workplace communication. Using an autoethnographic approach, the researcher collected data from self-interviews, reflective teaching journals, and informal student feedback over one semester. Thematic analysis was used to identify patterns in the lecturer’s experiences and observations. The findings show that English supports students’ academic growth by helping them understand textbooks, research articles, and business case studies. Students gained confidence in reading and presenting academic information after completing guided tasks. The results also indicate that ESP based on activities such as email writing, meeting simulations, and presentations strengthened students’ employability skills. These tasks helped students feel more prepared for internships and early career responsibilities. Additionally, the study highlights the importance of reflective teaching. By analyzing classroom challenges and student needs, the lecturer was able to improve teaching strategies, select more authentic materials, and provide better support for learners. This research shows that integrating ESP with employability goals can create meaningful learning experiences for management students. When English teaching is connected to real professional contexts, students develop both language proficiency and practical communication skills. The study also encourages lecturers to use reflection as a tool to enhance teaching quality and better support students’ academic and career preparation.

Ronaa Fitri Butsainah; Nur Fatimatuzzahroh; Muhammad Akmansyah; Sultan Syahrir

Jurnal Manajemen dan Pendidikan Agama Islam 2025 Asosiasi Riset Pendidikan Agama dan Filsafat Indonesia

This study examines the concept of repentance (taubah) as the foundation of moral pedagogy through a thematic interpretation approach to the Hadith Qudsi and classical and contemporary Islamic scholarly literature. The study employed a qualitative method based on literature review, examining the meaning, values, and educational implications of the teachings of repentance. The results of the study indicate that repentance is not merely understood as a spiritual act of seeking forgiveness, but as a holistic educational process. This process encompasses self-awareness (ma'rifah) of mistakes, deep regret (nadam), a strong determination not to repeat them ('azm), and concrete behavioral change ('amal). From an Islamic educational perspective, the values ​​of repentance play a crucial role in fostering moral responsibility, self-reflection, the habituation of good deeds, and a commitment to continuous self-improvement. The integration of repentance values ​​into learning can be realized through a character-based curriculum, reflective methods, strengthening worship practices, and moral development. Thus, repentance becomes an essential instrument in shaping a perfect human being who is faithful, has noble character, and possesses social awareness.     Kata kunci: Taubat, Hadis Qudsi, Pedagogi Moral, Pendidikan Islam, dan karakter.

Nur Laela Yuni Nursyariah Sumarlin; Amira Fadila Sari Siti Munawara; Nur Lija; Yohanes A Rutu Lengo; Yeremias Bardi

This study aims to comprehensively analyze the role of Indonesian language education in strengthening national identity and culture amid the increasingly complex dynamics of globalization. Indonesian holds a strategic position as both the national and state language, functioning not only as a means of communication but also as a symbol of national unity, a marker of collective identity, and a medium for transmitting national cultural values. However, globalization—characterized by the dominance of foreign languages, particularly English, rapid digital transformation, and changing language attitudes among younger generations—poses serious challenges to the ideological and cultural functions of Indonesian, especially within formal education. This research employed a qualitative approach with a descriptive-analytical design. Data were collected through semi-structured interviews with teachers and students, classroom observations of Indonesian language learning practices, and document analysis of curricula and instructional materials at secondary and higher education levels. The data were analyzed thematically through data reduction, data display, and conclusion drawing, supported by source and technique triangulation to ensure the trustworthiness of the findings. The results indicate that Indonesian language education that integrates national values, literary texts, and cultural elements plays a significant role in fostering students’ awareness of national identity and positive attitudes toward the Indonesian language. Moreover, Indonesian language learning functions as a form of cultural practice that contributes to the preservation of national cultural values. Nevertheless, the study reveals challenges related to students’ pragmatic orientation toward global languages and the dominance of foreign languages in digital spaces. Therefore, strengthening Indonesian language education through integrative, contextual, and adaptive curricula and pedagogical practices is essential to address global challenges while sustaining Indonesia’s national identity and cultural continuity.

Wiyono, Wujud

Engineering and Maritime Technology Journal (Engment) 2025 Deptek Prodi Teknik Mesin Kapal Perang Akademi Angkatan Laut

This study aims to analyze the transformation of the educational pattern at the Indonesian Naval Academy (AAL) from a four-year to a three-year system and its impact on graduate competencies and operational readiness. This educational system change responds to budget efficiency needs and accelerated officer formation filling, yet raises questions about the new system's ability to maintain the quality of officer education. The research employs a mixed methods approach with a concurrent embedded design, involving 250 respondents comprising graduates from both educational systems, AAL instructors, and unit commanders receiving graduates. Quantitative data were collected through structured questionnaires and analyzed using descriptive and inferential statistics (independent sample t-test and regression), while qualitative data were obtained through in-depth interviews, observations, and document studies analyzed using thematic analysis. Results indicate no significant difference in overall Grade Point Average (GPA) between the two groups (p=0.470), but significant differences in competency patterns emerged: four-year system graduates excelled in theoretical competencies (p=0.001), while three-year system graduates excelled in practical competencies (p=0.003). Operational readiness evaluation shows that four-year system graduates obtained higher scores (82.5) compared to three-year system graduates (78.3), with significant differences (p=0.012), particularly in strategic leadership and complex decision-making aspects. Qualitative analysis identified five major themes: high learning time pressure, orientation shift from comprehensive to pragmatic, gaps in character formation and corps values, concerns about theoretical understanding depth, and need for more intensive post-graduation mentoring programs. This study concludes that educational time compression successfully increased operational efficiency but involved trade-offs in learning depth and professional maturity. To optimize the three-year educational system, a comprehensive approach is required, including curriculum revision with integrated learning methods, utilization of modern learning technology, strengthening of leadership development programs, and development of continuous professional mentoring systems. The recommendations of this research are expected to provide input for AAL and the Indonesian Navy in refining the officer education system to produce officers who are not only technically competent but also mature in leadership and strong in character.

Oktovianti Pratiwi; Cecep Kustandi; Dwi Kusumawardani; Imam Fitri Rahmadi

Prosiding Seminar Nasional Ilmu Pendidikan 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

This study aims to explore the role of digital storytelling (DST) as a 21st-century learning strategy in strengthening character education. The rapid development of digital technology and the growing emphasis on student-centered learning have made DST a relevant pedagogical approach that integrates creativity, critical thinking, collaboration, and communication with values-based education. Using a simple systematic literature review (SLR) approach, this study analyzed eight peer-reviewed journal articles published between 2020 and 2024, obtained from international academic databases Scopus. Thematic content analysis was used to synthesize findings and map the contribution of DST to 21st-century learning competencies and character development. The results identified eight key themes: increased student engagement, improved collaboration and communication, enhanced critical thinking and decision-making, creativity and multimodal expression, self-reflection and identity building, empathy and social awareness, interdisciplinary and authentic learning, and the formation of moral values. These findings support constructivist and experiential learning theories and suggest that DST not only enhances cognitive skills but also facilitates affective and ethical development. The study concludes that DST can be a transformative instructional tool in modern education. Practical implications include integrating DST into curricula across disciplines and levels, and equipping educators with training in digital pedagogy and reflective teaching design. Further research is recommended to explore DST implementation in primary and secondary schools and to evaluate its impact using mixed methods.

Aas Meilani Harefa; Erika Grace Juliana Manurung; Nur Aini; Rahmadani Nasution; Yara Salsabila

International Journal of Education and Literature 2025 Lembaga Pengembangan Kinerja Dosen

In the digital age, English Education students still face difficulties in developing Academic English Proficiency because classroom learning is still dominated by traditional methods that are less appealing to digital natives. This study aims to explore and evaluate the integration of TikTok Learning Games (TLG) as a gamification-based learning medium to improve EAP for students in the English Education Study Program at Medan State University. Using a qualitative approach with a limited Research and Development model, data was collected through open-ended questionnaires and digital observations on TikTok, then analyzed using thematic analysis. The results showed that after two weeks of implementing TLG, students experienced improvements in academic vocabulary, pronunciation, contextual understanding, learning motivation, and speaking confidence, with 80% of participants stating that learning felt more enjoyable and less boring. However, a small number of students did not show significant changes due to limited access to technology and inconsistent use. Overall, this study concludes that TLG is an effective and practical digital gamification strategy for improving English proficiency, and can be used as a reference for lecturers in developing social media-based learning innovations in higher education.

Rianzah Munawaroh; Eni Noviani; Sudarmiatin Sudarmiatin; Mokhammad Nuruddin Zanky

International Journal of Management Science and Entrepreneurship 2025 International Forum of Researchers and Lecturers

This study aims to systematically examine the influence of digital literacy on the learning outcomes and 21st-century skills of high school students. The method used is a Systematic Literature Review (SLR) following the PRISMA guidelines. Data sources were obtained from various academic databases, including Google Scholar, ERIC, ScienceDirect, and SpringerLink, with publications ranging from 2019 to 2025. A total of 30 articles were selected based on predetermined inclusion and exclusion criteria. The analysis was conducted using a thematic approach to identify patterns, relationships, and the contribution of digital literacy to learning outcomes and the development of 21st-century skills, such as critical thinking, collaboration, communication, and creativity. The synthesis results show that digital literacy has a significant influence on improving learning outcomes and strengthening 21st-century competencies. This study emphasizes the importance of integrating digital literacy into secondary school curricula and teacher training to support effective 21st-century learning.

Selviana Elisabeth Hoar; Yuventius Tamelab; Yanuarius Bria Seran; Damian Puling

RISOMA : Jurnal Riset Sosial Humaniora dan Pendidikan 2025 Asosiasi Ilmuwan Pendidikan, Sosial, dan Humaniora Indonesia

Learning is a process of interaction between students, educators, and learning resources in a learning environment. The effectiveness of learning is greatly influenced by the teacher's ability to manage the class. At SDI Manumuti, a third-grade teacher demonstrated good classroom management in thematic learning, especially on the theme of caring for living things. Classroom management is an important factor in creating a conducive learning atmosphere so that the learning process can take place optimally. This study aims to explore more deeply the role of teachers in managing the class in thematic learning. The study used a qualitative approach with a descriptive method. Data collection techniques included observation, documentation, and interviews, while data analysis was carried out inductively through data reduction, data presentation, and drawing conclusions. The results of the study indicate that teachers play an important role in creating and maintaining conducive classroom conditions. These efforts are carried out through two main strategies. First, teachers prioritize three aspects in learning, namely: (1) strengthening character education through discussion activities that encourage students to appear in front of the class, thereby fostering self-confidence, discipline, and activeness; (2) strengthening literacy through reading materials or stories related to the theme at the beginning of the meeting; and (3) the application of 4C skills (Creative, Critical thinking, Communicative, and Collaborative) through varied learning activities, including learning outside the classroom to avoid boredom. Second, teachers often use discussion methods to train students to express opinions, speak in front of the class, and work together. This method is considered effective in building students' self-confidence and social skills.

Ahmad Syadidunni’am; Andini Ramadiniyah; Umi Nur Khamidah; Mu’alimin Mu’alimin

Jurnal Manajemen dan Pendidikan Agama Islam 2025 Asosiasi Riset Pendidikan Agama dan Filsafat Indonesia

The rapid advancement of digital technology, the increasing demand for educational quality, and the adoption of sustainability principles have significantly reshaped institutional management in modern education systems. Within this context, benchmarking and digital innovation emerge as crucial strategies to enhance governance effectiveness, strengthen institutional competitiveness, and foster sustainable educational transformation. This study systematically reviews recent research published between 2023 and 2025 to identify emerging trends in educational innovation, institutional governance, and sustainability strategies. Using a systematic literature review approach, relevant articles were retrieved from Google Scholar and Publish or Perish with keywords such Educational Benchmarking, Quality Management, Institutional Innovation, Adaptive Learning, Digital Transformation. Out of 35 articles identified, seven were selected for in-depth analysis based on thematic relevance and validity. The findings highlight five dominant themes: fundamental concepts of benchmarking in education, benchmarking as a strategy for quality improvement, benchmarking and institutional competitiveness, implementation challenges, and practical implications with future research directions. The synthesis suggests that the effectiveness of benchmarking depends on the synergy between leadership transformation, knowledge management, and digital benchmarking systems. This study concludes by recommending further exploration of benchmarking integration with green education and data-driven governance as a strategic pathway to advance sustainable education in the future.

Kamelia Indah Sari; Fredericho Mego Sundoro

International Journal of Economics, Management and Accounting 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

Economic forecasting is becoming increasingly important year after year, especially during crises such as the pandemic of COVID-19 and the Russia-Ukraine war. Its development can be seen from the use of basic statistical models to the increasingly widespread use of machine learning technology. Economic forecasting plays an important role in helping to formulate policies and is also a reliable tool for researchers in dealing with uncertainty. Global crises, such as inflationary pressures due to the pandemic and supply chain disruptions from the Russia-Ukraine conflict, have prompted increased research in this field in an effort to anticipate economic shocks and emphasize the urgency of forecasting to prepare strategies for dealing with future uncertainty. This literature review uses the Scopus database with 2561 publications from 2020 to 2025, analyzed using R Studio with a bibliometrix approach (specifically biblioshiny) and VOSviewer to map relevant thematic connections. This analysis shows that economic forecasting is greatly influenced by market uncertainty and geopolitical factors, and at the same time influences public policy formulation and financial stability. Research contributions from Indonesia are still limited, with only 40 documents, thus emphasizing the need to strengthen economic forecasting studies in Indonesia to support monetary policy and national financial stability.

Nabila Nur Azizah; Sabarun Sabarun

Jurnal Pengabdian dan Perubahan Sosial 2025 Lembaga Pengembangan Kinerja Dosen

This community service activity aimed to enhance English pronunciation skills and establish a consistent speaking habit among students of SMKN 3 Palangka Raya. Thirty-six students of class X TKJ (Computer and Network Engineering) participated in a one-month program using thematic sentence templates, repetitive pronunciation drills, and self-reflection through voice recording feedback. The implementation employed a participatory and descriptive-qualitative approach, involving active collaboration between facilitators, teachers, and students throughout all stages. Weekly themes included self-introduction, daily activities, hobbies, and opinions to create a contextual and meaningful learning situation relevant to students’ daily lives. The results showed noticeable improvement in pronunciation clarity, increased awareness of pronunciation errors, and higher confidence in speaking English during classroom activities. However, aspects such as fluency and vocabulary variation remained limited due to the short duration of the program. Overall, the pronunciation habituation strategy proved effective in fostering awareness, comfort, and sustainable speaking habits when applied consistently over a longer period.

Durrotus Shoimah; Husnul Hotimah; Ira Dwi Ayu Julia; Mu’allimin Mu’allimin

Jurnal Ilmu Pendidikan 2025 Lembaga Pengembangan Kinerja Dosen

Improving the quality of education has become a strategic issue in the management of educational institutions in the global era. One widely used approach is Total Quality Management (TQM), which focuses on continuous improvement, multi-stakeholder engagement, and stakeholder satisfaction. This study aims to analyze the implementation of TQM in education, specifically regarding implementation strategies, challenges, and opportunities faced by educational institutions. This study used a qualitative literature review method, examining five scientific articles published between 2020 and 2025. Data were obtained through searches on Google Scholar and Publish or Perish, then analyzed through screening and thematic coding. The study results indicate that the implementation of TQM contributes positively to improving the quality of learning, graduate quality, and internal quality assurance systems at various levels of education. The integration of Islamic values ​​and character is also a trend in the implementation of TQM in religious-based schools. In conclusion, it was found that most research is still case studies and limited to specific school contexts, thus not providing a comprehensive picture of the variation in TQM practices at various levels of education. Therefore, further comparative and integrative research is needed to strengthen understanding of the effectiveness of MMT in continuously improving the quality of education.

Zelia Maria da Costa; Magno Ximenes, Salvador

International Journal of Multilingual Education and Applied Linguistics 2025 Asosiasi Periset Bahasa Sastra Indonesia

This qualitative case study examines how the Communicative Language Teaching (CLT) approach can be adapted to general English classes in a higher education institution in Timor-Leste to answer the long-standing question of how students can acquire speaking proficiency in a multilingual learning environment. The paper brings into focus the incorporation of CLT into classroom activities with special emphasis on the application of role play, pair work, seminars, simulations, and task-based learning as means of promoting interactive and communicative competence. A descriptive qualitative case study design was used to develop in-depth knowledge of contextual teaching and learning experiences, the perspectives of the participants, and naturally occurring practices in the institutional setting. Semi-structured interviews, classroom observations, and document analysis were the data-gathering methods. Purposive sampling was used to select the two lecturers and seven students directly involved in teaching general English. Thematic analysis was used to analyse the data, which made it possible to identify repeated themes and patterns that revealed both opportunities and difficulties in implementing CLT in context. The results of the study indicate that, despite the adaptation of the CTL approach in teaching practices, its implementation is often sporadic due to concerns about English proficiency, teacher training, and flexibility in using local and official languages during instruction. The research demonstrates the necessity of adapting CLT methods to the local education environment and arranging long-term professional development for lecturers. This study helps us understand how context-sensitive CLT approaches can lead to improved results in teaching and learning English in Timor-Leste. The interactive approach and the systematic teacher model could significantly improve students' communicative competence.

Chuswatun Hasanah; Robingun Suyud El Syam; Bambang Sugiyanto

Jurnal Budi Pekerti Agama Islam 2025 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

This study aims to explore the impact of the Jumat Bersih (Clean Friday) activity on enhancing the interpersonal intelligence of early childhood learners, as well as the challenges encountered during its implementation. This research employed a qualitative descriptive approach, with data collected through observation, interviews, and documentation. Observations were conducted directly and recorded on observation sheets, interviews were carried out using pre-prepared question guides, and documentation was obtained directly from the school. Data analysis utilized thematic analysis with a triangulation method. The results of the study indicate that the Jumat Bersih activity plays a significant role in facilitating the social learning process among young children. The activity supports the development of cooperation, effective communication, empathy, and conflict resolution skills. The positive impacts observed during the activity were also reflected in the children’s daily behaviors, both at school and at home. Therefore, such activities can serve as an effective learning model for strengthening interpersonal intelligence. The main challenges in implementing Jumat Bersih include differences in children’s social abilities, difficulties in guiding balanced interactions, and the need for consistent strategies from schools and teachers. However, these challenges can be addressed through appropriate approaches, active guidance, and collaboration between schools and parents

Ita Permatasari; Rizka Maulina Wulandari; Dian Palupi; Halim Ahmad Faizin; Bima Pramudya Waskito Adji

International Journal of Education and Social Sciences 2025 International Forum of Researchers and Lecturers

This study investigates students’ perceptions of Smalltalk2Me, an artificial intelligence (AI)-powered conversational assistant designed to improve speaking skills in classroom learning. The main objective of this research is to explore how students perceive the tool’s effectiveness, usefulness, interactivity, and overall learning experience when using it for speaking practice. The research employed a qualitative descriptive method, with data collected through semi-structured interviews involving students who had used Smalltalk2Me as part of their English-speaking activities. The interview data were analyzed thematically to identify emerging patterns related to engagement, motivation, and skill development. The findings reveal that students view Smalltalk2Me as an effective and accessible tool that enhances speaking fluency and confidence since it allows practice anytime and anywhere. Students also appreciate its realistic conversation simulations and personalized feedback, which help them recognize pronunciation errors, improve vocabulary use, and refine sentence structure. Additionally, the AI assistant creates a supportive and low-anxiety learning environment, making learners more comfortable expressing themselves in English. Overall, the study concludes that Smalltalk2Me serves as a valuable supplementary tool for improving students’ speaking competence and fostering autonomous learning in technology-enhanced language classrooms.

Siti Amanda; Muhammad Suwignyo Prayogo; Aprilia Yuliantika; Maimunah Maimunah

Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam 2025 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

This study originated from the issue of students’ limited comprehension of healthy and nutritious food concepts, which influences their lack of awareness in practicing a balanced diet in daily life. The conventional learning approach with minimal integration of visual aids has made students less engaged and hindered their overall understanding of the material. The primary objective of this research is to enhance fourth-grade students’ understanding of healthy and nutritious food at MI Al-Barokah through the application of picture-based learning media. Planing, implementation, observation, and reflection were the two stages of Classroom Action Research (CAR) that was used in the research. The participants were 25 fourth-grade students of MI Al-Barokah. Data were gathered through observations, interviews, and achievement tests, and analyzed using both qualitative and quantitative descriptive methods. The findings revealed a marked improvement in students’ understanding after the introduction of picture media, as reflected in the increasing average learning scores across cycles, along with greater motivation, participation, and engagement in classroom activities. The integration of picture media proved effective in facilitating a clearer, more engaging, and meaningful grasp of healthy and nutritious food concepts. These results suggest that picture-based instructional media can serve as a valuable strategy to improve the quality of thematic learning in elementary education, especially in lessons concerning healthy living and balanced nutrition.

Widodo, Endro; Nopemberi, Soni

International Journal of Education and Social Sciences 2025 International Forum of Researchers and Lecturers

This research primary objective is to describe the evaluation of Physical Education learning programs in inclusive elementary schools located in Purworejo Regency. The focus is on: (1) analyzing the preparation process for Physical Education learning in inclusive elementary schools, (2) analyzing the implementation process for Physical Education (PE) learning activities in inclusive elementary schools, and (3) analyzing the assessment methods for Physical Education learning in inclusive elementary schools. This research employed an evaluation research method with a Concurrent Embedded (unbalanced mixed) design. The data were analyzed by using the Countenance Stake Model. This model emphasizes two types of operations: description and judgment, distinguished three phases in the evaluation of Physical Education learning in inclusive elementary schools: (1) the antecedent stage, (2) the transaction stage, and (3) the outcomes stage. The research subjects were school supervisors, principals, Physical Education teachers, and parents of students. The data collection techniques used questionnaires, interviews, observation, and documentation. The data were analyzed by using descriptive quantitative and descriptive qualitative analysis techniques. The research findings indicate: (1) the preliminary stage (antecedent), the description of PE learning, is in the good category, because the learning objectives have been adjusted to the conditions of the students, teachers have the qualifications to be able to develop semester programs, syllabi, and lesson plans, the condition of supporting infrastructure, teachers' comprehension on learning strategies and mastery of PE learning materials; (2) the process stage (transaction), the description of PE learning, is in the good category because the implementation of PE learning is in accordance with the curriculum, using integrative thematic learning with a scientific approach and the implementation of authentic assessment; (3) the results stage (outcomes), the measurement of the results of assessments conducted by teachers covering aspects of attitude, knowledge, and skills in PE learning, is in the good category but has not been carried out comprehensively to assess input, process, and output/results.

Listyaningrum, Heni Dwi

KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

The rapid growth of social media has yielded vast digital traces with high potential for improving corporate forensic auditing. Their utilization, however, lags behind through technological reliability, privacy, and adherence to the law. The aim of this study is to explore effective utilization of social media digital traces in forensic auditing and develop a functional framework that lags neither behind through technological efficiency nor adherence to the law and ethics. A mixed-method design was utilized, combining quantitative machine learning analysis with qualitative document analysis and semi-structured interview insight. Quantitative data drawn from social media digital traces were processed using Random Forest algorithm with SMOTE for class balancing, while qualitative data were processed using thematic analysis. The results indicated high model performance with 91.3% accuracy and AUC-ROC of 0.94, together with three emergent themes: digital integration, ethics and privacy, and regulation and legality. The results demonstrate that digital footprints may serve as an effective early and reliable indicator for fraud detection, provided they are accompanied by clear regulatory and ethical frameworks. Its principal contribution lies in the development of an operational model that combines machine learning with legal and ethical perspectives, a new strategy which matures methodological refinement and practical application in today's forensic auditing.

Tuani Hot Parsaulian Tinambunan; Nur Khofifah; Gusmaneli Gusmaneli

Jurnal Budi Pekerti Agama Islam 2025 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

Learning design in Islamic religious education plays a crucial role, as it focuses not only on mastering knowledge but also on the development of students' morals and spirituality. This study attempts to explain how Islamic values ​​can be integrated into the learning design process through a thematic study of verses from the Qur'an. This study employed a library research method with a thematic approach, examining verses from the Qur'an related to education and learning themes. The study found that verses such as QS Al-Baqarah: 31, QS An-Nahl: 125, and QS Ali-Imran: 159 contain educational principles relevant to learning design, including careful planning, wisdom in delivery, and compassion in educating. These values ​​align with the principles of modern, learner-oriented learning design. Therefore, the integration of Qur'anic values ​​into Islamic religious learning design serves as an important foundation for creating a holistic and Islamic learning process