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Showing 478 articles found for "Context"

APPLYING DEEP LEARNING TO SUPPORT EARLY COGNITIVE DEVELOPMENT IN PRIMARY STUDENTS: INSIGHTS FROM AN INDONESIAN ISLAMIC SCHOOL CONTEXT

Laswardi, Asmila Damayanti, Rizki Hamonangan Dalimunthe, Anita Adinda
Abstract: The rapid advancement of artificial intelligence (AI) offers new opportunities to enhance teaching and learning in early education. This study applies deep learning approaches to support early cognitive development among… primary students in an Indonesian Islamic school. A hybrid Convolutional Neural Network (CNN) and Long Short Term Memory (LSTM) model was designed to analyse students’ cognitive patterns, attention, and engagement. Using a mixed-methods design, the research involved 60 students aged 8–10 at MIS Terpadu Alhijrah Bintuju. The model processed multimodal classroom data to generate adaptive feedback and personalized learning pathways. Results showed significant improvements in attention (+18%), memory recall (+22%), and problem-solving (+25%) after eight weeks of AI-assisted learning. Qualitative findings revealed higher motivation, engagement, and self-regulation. The study demonstrates that culturally aligned AI systems can effectively enhance early cognitive development and promote learner autonomy in Islamic primary education.

RELIGIOUS MODERATION IN PUBLIC SERVICE POLICY: BRIDGING BUREAUCRATIC NEUTRALITY AND SOCIAL HARMONY IN INDONESIA

Abdul Hafith, Abdul Malik, Winengan
Abstract: Religious moderation serves as a fundamental principle in the context of public service in Indonesia, where religious, cultural, and ethnic diversity demands fair, inclusive, and civilized governance. This study aims to… analyze the role of religious moderation in public service policy in Indonesia, particularly in bridging the relationship between bureaucratic neutrality and social harmony within a multicultural society. To date, studies on religious moderation have largely focused on education and interfaith dialogue, while the dimensions of public policy and bureaucratic culture remain underexplored. Using a qualitative approach through policy analysis and literature review, this research examines how the values of religious moderation tawasuth (balance), tasamuh (tolerance), ‘adl (justice), and musawah (equality) can be integrated into an inclusive, fair, and ethical public service system. The findings indicate that the internalization of moderation values within public policy can strengthen governmental ethics, enhance public trust, and reinforce social cohesion amid diversity. This study also proposes a conceptual model called Moderation-Based Public Service Governance (MBPSG) as a new framework for public service management grounded in the values of religious moderation, balancing administrative efficiency with social justice.

RAILWAY MODERNIZATION IN INDONESIA: A COMPARATIVE STUDY OF FOUR COUNTRIES AND ITS POLICY IMPLICATIONS

Dimas Pasurangga, Sora Baltasar
Abstract: This study examines structural and spatial gaps in Indonesia’s railway network through a comparative analysis with Japan, India, the Philippines, and Uzbekistan, aiming to formulate adaptive, efficient, and sustainable railway… railway modernization strategies. Using a qualitative descriptive-comparative approach grounded in pragmatism, the research emphasizes the policy relevance of global best practices adapted to Indonesia’s context. Lessons from Japan and India highlight network integration, business diversification, and logistics efficiency, while the Philippines and Uzbekistan demonstrate the importance of adaptive governance, technological innovation, and institutional reform in strengthening interregional connectivity. In Indonesia, modernization should integrate the roles of PT Kereta Api Indonesia (KAI), the Directorate General of Railways, and local governments to enhance connectivity, improve logistics efficiency, and promote equitable regional development. These findings provide a conceptual and managerial reference for designing inclusive, adaptive, and equitable national public transport policies.

EXPLORING STUDENTS' ENGLISH LEARNING EXPERIENCES THROUGH GAME-BASED LEARNING: A PHENOMENOLOGICAL STUDY OF THE USE OF GIMKIT AT STAI SUSHA SIAK

Panduwinata, Tiara
Abstract: English language learning in Islamic colleges faces challenges related to motivation, engagement, and a classroom atmosphere that tends to be monotonous. In today's digital context, Game-Based Learning (GBL) offers an innovative… novative approach that can change these dynamics through fun and interactive game elements. This study aims to explore the subjective experiences of students at the Susha Siak Islamic College (STAI) in using Gimkit as a game-based English learning medium. The approach used is interpretive phenomenology based on Heidegger's thinking, which focuses on the meaning of participants' life experiences. Data were obtained through in-depth interviews, participant observation, and reflective journals from seven students who actively used Gimkit in their English classes. Data analysis followed Colaizzi's (1978) steps to identify essential themes from the participants' experiences. The results of the study show three main themes: (1) fun and challenging learning, (2) a more lively and competitive classroom atmosphere, and (3) increased cohesiveness and solidarity among students. The learning experience through Gimkit brings out strong intrinsic motivation, self-confidence, and positive emotional involvement. This study concludes that GBL through Gimkit not only improves the effectiveness of English language learning, but also strengthens the values of togetherness and collaboration in the context of Islamic higher education.

DEVELOPING LEARNING MATERIALS ORIENTED TO A REALISTIC MATHEMATICS EDUCATION APPROACH INTEGRATED WITH ETHNOMATHEMATICS TO ENHANCE STUDENTS’ MATHEMATICAL PROBLEM-SOLVING SKILLS

Embin Nasution, Ahmad Nizar Rangkuti, Mariam Nasution
Abstract: This research aims to develop a mathematics learning device oriented toward the Realistic Mathematics Education (RME) approach based on Ethnomathematics to improve students’ mathematical problem-solving skills at MTs Negeri… egeri 3 Tapanuli Selatan. The study employed a Research and Development (R&D) design using the 4-D model, which consists of four stages: defining, designing, developing, and disseminating. The research subjects were 36 seventh-grade students in the second semester of the 2022/2023 academic year. The instruments used included expert validation sheets, teacher and student practicality questionnaires, classroom observation sheets, and mathematical problem-solving tests. The results revealed that the developed learning device achieved an average expert validation score of 4.25 in the very valid category in terms of content, language, and presentation. The practicality test showed that the teacher’s response reached 89% and the students’ response reached 91%, categorized as very practical, indicating that the device was easy to use and engaging for students. The effectiveness test showed an average N-Gain score of 0.52 (moderate category) with 86.11% of students achieving mastery learning, signifying that the learning device was effective in enhancing students’ mathematical problem-solving abilities. The integration of the realistic mathematics approach with local cultural elements (ethnomathematics) successfully created meaningful and contextual learning experiences while fostering students’ appreciation for their cultural heritage. Therefore, the developed learning device is feasible to be implemented as an innovative mathematics learning medium based on cultural contexts in junior high schools and madrasah.

INCREASING STUDENTS' LEARNING ENGLISH LANGUAGE THROUGH THE TASK-BASED LEARNING METHOD IN CLASS X AT SMA YPPGI SINAKMA WAMENA PAPUA PEGUNUNGAN

Kogoya, Napius, Sem, Adriana, Kogoya, Napius
Abstract: Abstract  This research was conducted to evaluate the effectiveness of the Task-Based Learning (TBL) method in enhancing the English language learning outcomes of Great students at SMA YPPGI Sinakma, Wamena, Papua Pegunungan.… unungan. The study employed a quantitative approach, utilising a pre-experimental design featuring a one-group pre-test and post-test model. A total of 30 students were selected as the sample through purposive sampling. Data collection instruments included pre-tests, post-tests, classroom observations, and student questionnaires. The findings indicated that the Task-Based Learning method significantly enhanced students’ English proficiency. The average pre-test score of 58.2 rose to 78.6 in the post-test, reflecting an overall mean improvement of 20.4 points. Statistical analysis via a sample t-test confirmed a significant difference between the pre-test and post-test results at the 0.05 significance level. Furthermore, observational and questionnaire data revealed that students exhibited increased motivation, confidence, and active engagement during the learning process. The results demonstrate that Task-Based Learning effectively promotes students’ English learning by fostering meaningful communication, collaboration, and practical language use. Consequently, it can be concluded that the TBL method is a suitable and effective teaching strategy for enhancing English proficiency among high school students, particularly in remote learning contexts such as SMA YPPGI Sinakma Wamena.

ANALYSIS OF HOMOPHONE PHYRAMID LANGUAGE IN THE LANI TRIBE” PAPUA PEGUNUNGAN

Kogoya, Napius, Halitopo, Manase
Abstract: This study analyzes the phenomenon of homophone pyramid language in the Lani Tribe of Papua Pegunungan, revealing that homophones in the Lani language are not merely linguistic coincidences but embody unique phonological… patterns and semantic variations deeply connected to the tribe’s cultural and environmental context. Through descriptive linguistic analysis and field-based data collection, the study identifies several instances of lexical homophony such as tu (“door” / “road”), mayu (“rain” / “salt”), nengge (“eat” / “drink”), ngilu (“cucumber” / “snack”), eyo (“tree” / “barren”), kolee (“leader” / “older man”), abila (“pregnant” / “fat man”), and anuka (“head” / “Anuak tribe”). These examples demonstrate that meaning in the Lani language is primarily determined by contextual cues and pragmatic usage. The findings suggest that homophones in Lani function as linguistic features and cultural expressions that reflect the tribe’s perception of nature, community roles, and social identity. This research contributes to a broader understanding of Papuan linguistics and underscores the importance of preserving indigenous languages as repositories of cultural knowledge and intellectual heritage.  

EFFECTIVENESS OF DEVELOPING DIGITAL TEACHING MATERIALS FOR INDONESIAN LANGUAGE FOR FOREIGN SPEAKERS (BIPA) 1 ON GRAMMAR COMPETENCY BASED ON THE ANIMAKER APPLICATION

Hasna Shofiyah, Dadang Mulyana, Any Budiarti, Wawan Hendrawan
Abstract: This research was motivated by the scarcity of Indonesian language teaching materials for foreign speakers (BIPA). The large interest of foreigners in learning Indonesian is still hampered by the lack of availability of… BIPA teaching materials. This limited teaching material is an important problem that teachers often face in BIPA learning activities. Therefore, the development of BIPA teaching materials is urgently needed. The problems studied in this research are (1) characteristics of BIPA 1 teaching materials currently used in BIPA learning, (2) development of BIPA 1 teaching materials based on the Animaker application as alternative teaching materials in BIPA learning, (3) feasibility of developing BIPA teaching materials 1 based on the Animaker application in BIPA learning, and (4) the effectiveness of developing BIPA 1 teaching materials based on the Animaker application based on BIPA learners' understanding. This research uses a Research and Development (R&D) approach. This research uses three data collection techniques, namely observation, questionnaires, and documentation to obtain data on the needs for developing teaching materials and evaluating teaching material prototypes. The data sources consist of BIPA teachers, BIPA students and expert lecturers. Data analysis in this research uses descriptive qualitative which consists of data presentation and data conclusions. The results of this research are that BIPA students often feel bored and confused by teaching materials that are only presented in the form of textbooks and very short material. Therefore, teaching materials need to be developed in accordance with Widodo and Jasmadi's theory of teaching material characteristics so that they can support independent learning, deeper understanding, contextualization of material, increased motivation, comprehensive language skills, adaptation to technological developments, learning flexibility, and strengthening skills. grammar. The development of teaching materials through Animaker shows the dominance of changes in substantial and visual aspects, which shows a comparison of characteristics between original and developed teaching materials. The teaching materials developed are more interactive and communicative, so that they can reduce boredom, increase understanding of the material, and increase enthusiasm for learning Indonesian for students

THE ROLE OF TEACHERS IN DESIGNING CREATIVE LEARNING WITH A DEEP LEARNING APPROACH AT ELEMENTARY SCHOOL LEVEL

Lubis, Rosmanila, Harahap, Nenni Hairani, Imran, Ali, Hamka
Abstract: Learning in the 21st century requires teachers to act not only as conveyors of information but also as designers of creative learning that is relevant to students' needs. The application of a deep learning approach is believed… lieved to improve critical thinking skills, in-depth conceptual understanding, and collaborative skills, which are crucial in facing the challenges of the independent curriculum. In this context, the role of teachers in the West Angkola District Teacher Working Group (KKG) is crucial to examine, particularly in designing creative learning oriented toward developing higher-order thinking skills. This study aims to analyzea the role of teachers in designing creative learning based on deep learning and explore the strategies used to integrate deep learning principles into learning planning and practice. The method used is descriptive qualitative, with data collection through observation, in-depth interviews, and documentation studies involving teachers who are members of the West Angkola District KKG.The results indicate that teachers play a strategic role in designing creative learning through the use of interactive media, developing problem-based activities, and implementing collaborative learning models. Teachers also strive to foster students' critical thinking skills through structured discussions, explorations, and reflections. The learning design implemented has been proven to not only increase student motivation but also strengthen teachers' professional competence in managing more meaningful learning. Thus, it can be concluded that the role of teachers in designing creative learning using a deep learning approach significantly contributes to the quality of the learning process in elementary schools. The results of this study are expected to serve as a reference in developing creative learning practices based on deep learning in the Teachers' Working Group (KKG) and other teacher professional development forums.

OPERATIONAL EFFICIENCY AS A MODERATOR OF THE IMPACT OF ENVIRONMENTAL, SOCIAL, AND GOVERNANCE (ESG) ON FINANCIAL PERFORMANCE: AN EMPIRICAL STUDY OF NON-FINANCIAL COMPANIES LISTED ON THE INDONESIA STOCK EXCHANGE FROM 2014 TO 2023

Khanif Nur Fathurohman, Gatot Nizar Ahmad, ⁠Agung Dharmawan Buchdadi
Abstract: This study aims to analyze the influence of Environmental, Social, and Governance (ESG) on the company's financial performance, as well as test the role of operational efficiency as a moderation variable in this relationship.… ship. The research object includes non-financial companies listed on the Indonesia Stock Exchange (IDX) during the period 2014–2023. ESG variables are measured using Bloomberg's ESG score which includes environmental, social, and governance dimensions, while operational efficiency is proxied by the Total Asset Turnover ratio. Financial performance is proxied by Return on Assets. The research method uses a quantitative approach with panel data regression analysis. The research sample consisted of 80 companies with a total of 711 observations. The results of the study show that ESG has a significant negative effect on financial performance. However, operational efficiency has been shown to play a role as a moderation variable that strengthens the relationship between ESG and financial performance. This research makes a theoretical contribution by enriching the literature on the relationship between ESG and financial performance, especially in the context of emerging markets. From a practical perspective, the results indicate that the implementation of ESG will only create financial value if integrated with internal efficiency strategies. Thus, companies are advised to not only focus on compliance with ESG aspects, but also ensure efficient management of resources to increase long-term profitability.