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All Journal Jurnal Pembangunan Pendidikan: Fondasi dan Aplikasi Jurnal Pendidikan Vokasi Jurnal Kependidikan: Penelitian Inovasi Pembelajaran JPTK: Jurnal Pendidikan Teknologi dan Kejuruan Jurnal Penelitian dan Pengembangan Pendidikan Jurnal Pendidikan Teknologi dan Kejuruan CIVED (Journal of Civil Engineering and Vocational Education) Voteteknika (Vocational Teknik Elektronika dan Informatika) JTEV (Jurnal Teknik Elektro dan Vokasional E-Tech : Jurnal Ilmiah Teknologi Pendidikan Gorga : Jurnal Seni Rupa Jurnal Pendidikan Indonesia Techno.Com: Jurnal Teknologi Informasi Journal of Education and Learning (EduLearn) Jurnal Teknologi Pendidikan JURNAL EVALUASI PENDIDIKAN Jurnal Master Pariwisata (JUMPA) Jurnal Berkala Ilmu Perpustakaan dan Informasi SITEKIN: Jurnal Sains, Teknologi dan Industri Jurnal Inovasi Teknologi Pendidikan VANOS Journal of Mechanical Engineering Education Jurnal Teknik JURNAL IQRA´ JURNAL KEPEMIMPINAN DAN PENGURUSAN SEKOLAH JOIV : International Journal on Informatics Visualization Edukasi: Jurnal Pendidikan Al Ishlah Jurnal Pendidikan Sinkron : Jurnal dan Penelitian Teknik Informatika Journal of Accounting and Management Innovation Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) INVOTEK: Jurnal Inovasi Vokasional dan Teknologi EDUCATIO : Journal of Education JURNAL MEDIA INFORMATIKA BUDIDARMA Jurnal Penelitian Pendidikan IPA (JPPIPA) VOLT : Jurnal Ilmiah Pendidikan Teknik Elektro IT JOURNAL RESEARCH AND DEVELOPMENT Jurnal Kesehatan Komunitas Journal of Natural Science and Integration Jurnal PAJAR (Pendidikan dan Pengajaran) Rang Teknik Journal Pendas : Jurnah Ilmiah Pendidikan Dasar Al Qalam: Jurnal Ilmiah Keagamaan dan Kemasyarakatan International Journal of Research in Counseling and Education INTECOMS: Journal of Information Technology and Computer Science Martabe : Jurnal Pengabdian Kepada Masyarakat JURNAL PENDIDIKAN TAMBUSAI Jurnal Pendidikan Ekonomi (JURKAMI) Jurnal Cendekia : Jurnal Pendidikan Matematika Patria Artha Technological Journal Jurnal Basicedu Jurnal Ilmiah Pendidikan dan Pembelajaran Journal of Educational Research and Evaluation Journal of Education Technology Mimbar Ilmu Jurnal EDUTECH Undiksha Kwangsan: Jurnal Teknologi Pendidikan Aulad : Journal on Early Childhood Journal on Education International Journal of Educational Dynamics (IJEDS) JURTEKSI JOURNAL OF SCIENCE AND SOCIAL RESEARCH EDUPEDIA Ensiklopedia of Journal Komposisi: Jurnal Pendidikan Bahasa, Sastra, dan Seni JTP - Jurnal Teknologi Pendidikan Media Bahasa, Sastra, dan Budaya Wahana JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) JOURNAL OF ENGLISH FOR ACADEMIC EDUKATIF : JURNAL ILMU PENDIDIKAN Al-Ta'lim Jurnal Dedikasi Pendidikan Jurnal EDUCATIO: Jurnal Pendidikan Indonesia JOMIS (Journal of Midwifery Science) Academy of Education Journal International Journal for Educational and Vocational Studies Jurnal Review Pendidikan dan Pengajaran (JRPP) ACITYA Journal of Teaching & Education Jurnal Teknologi Informasi dan Pendidikan Jurnal Menssana Jurnal Mantik Jurnal Pendidikan dan Konseling Seminar Nasional Teknologi Informasi Komunikasi dan Administrasi [SEMINASTIKA] EDUTEC : Journal of Education And Technology Jurnal Pendidikan dan Keluarga Zonasi: Jurnal Sistem Informasi Journal of Applied Engineering and Technological Science (JAETS) CERMIN: Jurnal Penelitian Jurnal Pendidikan Teknologi Informasi dan Vokasional Enrichment : Journal of Management Aksara: Jurnal Ilmu Pendidikan Nonformal Journal of Computer System and Informatics (JoSYC) MOTIVECTION : Journal of Mechanical, Electrical and Industrial Engineering At-Tarbawi : Jurnal Pendidikan, Sosial dan Kebudayaan Jurnal Paedagogy Journal of Education Informatic Technology and Science At-Tajdid : Jurnal Pendidikan dan Pemikiran Islam Jurnal Pedagogi dan Pembelajaran Suluah Bendang: Jurnal Ilmiah Pengabdian Kepada Masyarakat Jurnal Statistika dan Matematika (Statmat) JURNAL PENDIDIKAN, SAINS DAN TEKNOLOGI Journal of Computer Science, Information Technology and Telecommunication Engineering (JCoSITTE) Jurnal Scientia Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Teknomekanik Teknomatika (Jurnal Teknologi dan Informatika) ARSY : Jurnal Aplikasi Riset kepada Masyarakat JPTE: Jurnal Pendidikan Teknik Elektro JURNAL CERDAS PROKLAMATOR Multicience Vocational : Jurnal Inovasi Pendidikan Kejuruan MSI Transaction on Education Ekasakti Jurnal Penelitian dan Pengabdian (EJPP) Jurnal PTI (Jurnal Pendidikan Teknologi Informasi) Jurnal Hurriah: Jurnal Evaluasi Pendidikan dan Penelitian Jurnal Vokasi Informatika (JAVIT) Jurnal SAINTIKOM (Jurnal Sains Manajemen Informatika dan Komputer) Judikatif: Jurnal Desain Komunikasi Kreatif Jurnal Abdimas ADPI Sosial Dan Humaniora Dharmas Education Journal (DE_Journal) Journal for Lesson and Learning Studies STRATEGY : Jurnal Inovasi Strategi dan Model Pembelajaran J-SAKTI (Jurnal Sains Komputer dan Informatika) Education Achievement: Journal of Science and Research Juwara : Jurnal Wawasan dan Aksara Journal of Accounting and Management Innovation Jurnal Tata Rias dan Kecantikan Jurnal Ipteks Terapan : research of applied science and education Cakrawala: Jurnal Pendidikan Jurnal Kajian Ilmu Pendidikan (JKIP) International Journal of Humanities Education and Social Sciences Journal Of Human And Education (JAHE) Jurnal Vokasi Mekanika JAIA - Journal of Artificial Intelligence and Applications Indonesian Journal Of Educational Research and Review Journal International Inspire Education Technology (JIIET) Journal of General Education and Humanities Journal of Social And Economics Research Journal of Community Service Southeast Asian Journal of Technology and Science Jurnal Basicedu MASALIQ: Jurnal Pendidikan dan Sains Rangkiang Mathematics Journal JURNAL MUARA PENDIDIKAN Langgam International Journal of Social Science Education, Art and Culture Jurnal Aplikasi IPTEK Indonesia Borneo Journal of Islamic Education Innovative: Journal Of Social Science Research Ranah Research : Journal of Multidisciplinary Research and Development TOFEDU: The Future of Education Journal JTPVI: Jurnal Teknologi dan Pendidikan Vokasi Indonesia Cendikia: Jurnal Pendidikan dan Pengajaran Jurnal Teknik Komputer dan Informatika (JTeKI) Indonesia Journal of Engineering and Education Technology (IJEET) Jurnal Informatika: Jurnal Pengembangan IT Jurnal Armada Pendidikan International Assulta of Research and Engagement ARIMA : Jurnal Sosial Dan Humaniora International Journal of Geography, Social, and Multicultural Education (IJGSME) Research in Education and Technology (REGY) JR : Jurnal Responsive Teknik Informatika The Indonesian Journal of Computer Science Bakoba: Journal of Social Science Education Jurnal Pendidikan IPA Indonesia Mars: Jurnal Teknik Mesin, Industri, Elektro dan Ilmu Komputer Jurnal Responsive Teknik Informatika Jurnal Edumatika: Jurnal Pendidikan Matematika dan Ilmu Matematika EDUCATIONAL: Jurnal Inovasi Pendidikan dan Pengajaran Jurnal Pendidikan MIPA Jurnal Pendidikan Teknik Mesin Edumaspul: Jurnal Pendidikan SCHOULID: Indonesian Journal of School Counseling JRTI (Jurnal Riset Tindakan Indonesia)
Ambiyar, Ambiyar
Fakultas Teknik, Universitas Negeri Padang
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Evaluasi Program Pelatihan Pemanfaatan GeoGebra dan Desmos dalam Pembelajaran Matematika Menggunakan Model CIPP Nurhamidah nst; Ambiyar Ambiyar
edumatika Vol 2 No 2 (2026): Vol. 2 No. 2 Januari Tahun 2026
Publisher : Pendidikan Matematika, Fakultas Sains Teknologi dan Pendidikan, Universitas Tamansiswa Padang

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Abstract

Pemanfaatan perangkat lunak edukatif seperti GeoGebra dan Desmos merupakan salah satu strategi inovatif dalam pembelajaran matematika untuk meningkatkan pemahaman konsep dan visualisasi materi abstrak. Namun, efektivitas pelatihan penggunaan software tersebut perlu dievaluasi secara sistematis agar tujuan program dapat tercapai secara optimal. Penelitian ini bertujuan untuk mengevaluasi program pelatihan pemanfaatan GeoGebra dan Desmos dalam pembelajaran matematika menggunakan model CIPP (Context, Input, Process, Product). Penelitian ini merupakan penelitian evaluatif dengan pendekatan kualitatif deskriptif. Data dikumpulkan melalui wawancara, observasi, dan studi dokumentasi yang melibatkan dosen, mahasiswa calon guru, serta tim pelaksana pelatihan. Hasil penelitian menunjukkan bahwa secara konteks, program pelatihan relevan dengan kebutuhan pembelajaran matematika di perguruan tinggi. Dari aspek input, ketersediaan narasumber, sarana, dan perangkat lunak tergolong memadai. Pada aspek proses, pelaksanaan pelatihan berjalan sesuai rencana meskipun masih terdapat keterbatasan waktu praktik. Dari aspek produk, pelatihan memberikan dampak positif terhadap peningkatan pemahaman konsep dan kemampuan peserta dalam mengembangkan media pembelajaran matematika berbasis GeoGebra dan Desmos. Secara keseluruhan, program pelatihan dinilai efektif namun memerlukan penguatan pada aspek keberlanjutan.
Dari Input hingga Impact: Evaluasi Program Pengembangan Guru Berbasis Logic Model di SMP Pesantren Modern Indah Etika; Ambiyar Ambiyar
edumatika Vol 2 No 2 (2026): Vol. 2 No. 2 Januari Tahun 2026
Publisher : Pendidikan Matematika, Fakultas Sains Teknologi dan Pendidikan, Universitas Tamansiswa Padang

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Abstract

Penelitian ini bertujuan untuk mengevaluasi Program Bilingual Guru di SMP Pesantren Modern Terpadu (PMT) Prof. Dr. Hamka II Padang dengan menggunakan pendekatan Logic Model. Penelitian ini menggunakan metode evaluatif dengan pendekatan campuran (mixed methods), yang mengintegrasikan data kuantitatif dan kualitatif untuk menelaah keterkaitan antara komponen input, activities, outputs, outcomes, dan impact. Data dikumpulkan melalui angket, wawancara, observasi, dan studi dokumentasi, kemudian dianalisis secara deskriptif dan tematik. Hasil penelitian menunjukkan bahwa program telah terlaksana dengan baik pada level input, activities, dan outputs, yang mencerminkan pengelolaan program yang sistematis dan terstruktur. Pada level outcomes dan impact, perubahan positif telah mulai terbentuk, khususnya pada peningkatan kesiapan dan kesadaran guru dalam pembelajaran bilingual, meskipun masih memerlukan penguatan berkelanjutan agar terinternalisasi secara konsisten dalam praktik pembelajaran. Temuan ini menegaskan pentingnya evaluasi berbasis Logic Model dalam memahami keberlanjutan program pengembangan profesional guru.
IMPLEMENTASI MODELS CSE – UCLA (PROGRAM IMPLEMENTATION, PROGRAM IMPROVEMENT DAN PROGRAM CERTIFICATION) PADA PROGRAM ASISTENSI MENGAJAR Syelfia Dewimarni; Ambiyar Ambiyar
edumatika Vol 2 No 2 (2026): Vol. 2 No. 2 Januari Tahun 2026
Publisher : Pendidikan Matematika, Fakultas Sains Teknologi dan Pendidikan, Universitas Tamansiswa Padang

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Abstract

Program Asistensi Mengajar merupakan program strategis dalam kebijakan pendidikan tinggi yang bertujuan meningkatkan kompetensi pedagogik mahasiswa dan mendukung pembelajaran di sekolah mitra. Penelitian ini bertujuan mengevaluasi pelaksanaan Program Asistensi Mengajar menggunakan Model Evaluasi CSE-UCLA dengan fokus pada aspek program implementation, program improvement, dan program certification. Penelitian menggunakan metode campuran (mixed methods) dengan desain evaluatif. Data dikumpulkan melalui kuesioner dan wawancara terhadap koordinator program, kepala sekolah, guru pamong, mahasiswa, dan siswa, kemudian dianalisis menggunakan statistik deskriptif dan analisis kualitatif naratif. Hasil evaluasi menunjukkan bahwa efektivitas pelaksanaan program berada pada kategori sangat baik, dengan persentase 93% pada aspek implementasi, 98% pada aspek perbaikan, dan 95% pada aspek sertifikasi, serta rata-rata keseluruhan sebesar 95,33%. Meskipun demikian, masih ditemukan kendala pada tahap implementasi, terutama terkait manajemen kelas dan adaptasi mahasiswa. Secara keseluruhan, program dinilai efektif dan layak untuk dilanjutkan dengan penguatan pembekalan dan supervisi.
Integration of Factor Analysis and Fiqh Muamalah to Entrepreneurial Behavior Andre Yuberta; Ganefri Ganefri; Ambiyar Ambiyar; Asmar Yulastri; Yuliana Yuliana; Fadhilla Fadhilla
Al Qalam: Jurnal Ilmiah Keagamaan dan Kemasyarakatan Vol. 20, No. 4 : Al Qalam (In Progress July 2026)
Publisher : Sekolah Tinggi Ilmu Al-Qur'an (STIQ) Amuntai Kalimantan Selatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35931/aq.v20i4.6206

Abstract

The development of modern entrepreneurship often focuses on economic efficiency, while the ethical dimensions of sharia-based principles remain underexplored empirically. This study places this issue within the context of Islamic jurisprudence (fiqh muamalah), specifically the principles of buying and selling that emphasize justice, trustworthiness, and the prohibition of gharar, as the basis of Islamic business ethics. The purpose of this study is to integrate a multivariate factor analysis approach with the principles of Islamic jurisprudence (fiqh muamalah) to develop a model of ethical entrepreneurial behavior in the Islamic trade system. The methods used include a survey of Muslim business actors in the trade and small industry sectors, followed by exploratory factor analysis (EFA) to identify the latent structure of sharia values, as well as confirmatory factor analysis (CFA) and structural equation modeling (SEM) to test the causal relationship between compliance with muamalah, ethical orientation, and business sustainability. The results of the study indicate that the latent variables "transaction fairness" and "business trustworthiness" have a dominant contribution to the formation of ethical entrepreneurial behavior, while the factor "prohibition of gharar and usury" functions as a moral controller in business decision-making. The conclusion of this study explains in detail the integration of the principles of muamalah fiqh in multivariate factor analysis strengthening the theoretical validity of Islamic entrepreneurship and providing a quantitative basis where transaction justice r = 0.68; business trustworthiness r = 0.63; prohibition of gharar and usury r = 0.59; blessing orientation r = 0.74.
Development of Computer Assisted Instruction as a Means of Independent Learning Septriyan Anugrah; Ambiyar Ambiyar; Giatman Giatman; Rindang Ayu; Syintia Fareara
AT-TA'LIM Vol 29, No 3 (2022)
Publisher : Institut Agama Islam Negeri Imam Bonjol Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15548/jt.v29i3.675

Abstract

The development of Science, Technology, and Arts (IPTEKS) which so rapidly affects the process of implementing education can no longer be done conventionally. The learning methodology needs to adapt to these technological developments so that it can be carried out efficiently and effectively. This challenges education experts to continue to innovate in developing learning methods and strategies. How the learning process is carried out in a short time, and not always face to face between the lecturers and students but get the results as expected. One alternative to overcome this problem is to utilize computer-assisted instruction (CAI). This study aims to develop multi-media computer-assisted instruction (CAI) as a means of independent learning. This study uses the Multimedia Development Life Cycle method by Luther (1994), which includes six stages of development, namely concept (concept), design (design), material collection, assembly (manufacture), testing (testing), and distribution (distribution). At the testing stage, an alpha (alpha test) was carried out by the experts, while at the distribution stage the students were tested with indicators of usability, ease of use, ease of learning, and satisfaction. Conclusion for all aspects of the overall validity, practicability, and feasibility test, it can be ignored that multi-media computer-assisted instruction (CAI) is valid, practical, and worthy of being used as a means of independent learning
The application of augmented reality in competency-based learning Raimon Efendi; Ambiyar Ambiyar; Estuhono Estuhono; Blas Orti'z Bento; Dodi Widia Nanda
Journal of Education and Learning (EduLearn) Vol 20, No 1: February 2026
Publisher : Intelektual Pustaka Media Utama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/edulearn.v20i1.21367

Abstract

This research aims to overcome several challenges in vocational education, primarily related to the lack of learning tools and the development of 21st-century skills such as critical thinking, communication, collaboration, and creativity. This research uses the research and development (RD) model with the ADDIE development procedure, with the steps analysis, design, development, implementation, and evaluation. Data was collected through surveys, interviews, and observations of students and teachers during the teaching and learning process. The research results show that the augmented reality-competency based learning (AR-CBL) application effectively increases students’ understanding of computer network material. Apart from that, AR-CBL also has the potential to be an interactive learning tool that can improve student learning motivation. The AR-CBL learning model resulting from this research can support the development of technical skills and critical thinking, communication, collaboration, and creativity (4C) abilities. The implementation of AR-CBL also has the potential to improve educational standards in vocational schools and help graduates better match industry needs. With the results of this research, schools and education stakeholders can consider using AR-CBL technology in the vocational school curriculum to prepare graduates to face the world of work in this digital era.
Evaluation of the Implementation of GeoGebra-assisted Advanced Calculus Courses Using the CIPP Model Kelly Angelly Hevardani; Ambiyar; Yerizon; Yarman
Rangkiang Mathematics Journal Vol. 4 No. 1 (2025): Rangkiang Mathematics Journal
Publisher : Department of Mathematics, Universitas Negeri Padang (UNP)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24036/rmj.v4i1.61

Abstract

This study aims to evaluate the implementation of advanced calculus courses assisted by GeoGebra using the CIPP model. This evaluation assessed the relevance, effectiveness, and results of applying GeoGebra as an interactive learning medium. The research approach was descriptive quantitative, with data collection through questionnaires and observations. The research subjects were 36 students who attended advanced calculus courses at FMIPA Universitas Negeri Padang in the July–December 2024 semester. The evaluation results show that in the context aspect, the use of GeoGebra is aligned with the curriculum objectives that support the mastery of advanced mathematical concepts and visualization skills. Regarding input, lecturers have basic competence in using GeoGebra, but not all students are familiar with this software. In terms of process, GeoGebra-assisted learning is interactive, although it is constrained by students’ adaptation time to the software. In terms of product, the evaluation results showed increased students’ analytical skills and conceptual understanding, although the increase in exam results was not significant overall. The findings recommend the need for intensive training for lecturers and students related to the use of GeoGebra, the provision of technology-based learning guides, and adjustments to lecture strategies to maximize the effectiveness of GeoGebra in supporting advanced calculus lectures.  
PENGARUH KEPEMIMPINAN ADAPTIF TERHADAP KESIAPAN TRANSFORMASI DIGITAL DI PERUSAHAAN TEKNOLOGI Candra Surya; Giatman Giatman; Ambiyar Ambiyar; Hasan Maksum; Remon Lapisa; Fadhilah Fadhilah
EDUPEDIA Vol 9 No 2 (2025): Oktober
Publisher : Universitas Muhammadiyah Ponorogo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24269/ed.v9i2.3510

Abstract

Digital technology development requires companies to transform in order to compete in the era of the Industrial Revolution 4.0. This research aims to analyze the influence of adaptive leadership on digital transformation readiness in technology companies. Adaptive leadership encompasses the ability to manage change, solve complex problems, empower teams, communicate flexibly, and manage uncertainty. Digital transformation readiness includes aspects of technology, organization, human resources, strategy, and digital culture. This research used a quantitative approach with the simple linear regression method. The results of the t-test show a significance value of $0.029$ ($< 0.05$) and a regression coefficient of $0.246$, which means that adaptive leadership has a positive and significant influence on digital transformation readiness. The higher the level of adaptive leadership in the organization, the more prepared the company is to face technology-based changes. These findings affirm the important role of adaptive leaders in creating an innovative, collaborative, and flexible work environment to support the success of digital transformation. This research is expected to serve as a reference for organizations in developing a leadership model that aligns with the dynamics of contemporary technological change.
Temporal Semantic Flow Networks for Analyzing Topic Evolution in Educational Data Mining Firman Edi; Ambiyar; Waskito; Samsir
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Vol 10 No 4 (2026): August 2026
Publisher : Ikatan Ahli Informatika Indonesia (IAII)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29207/resti.v10i4.7755

Abstract

This study aims to provide a comprehensive longitudinal analysis of the evolution of Educational Data Mining (EDM) research from 2014 to 2024, with a particular emphasis on learning analytics and student success prediction. We have developed and implemented the Temporal Semantic Flow Networks with Attention-based Topic Evolution (TSFN-ATE) methodology, which reconceptualizes the evolution of scientific discourse as continuous semantic flows. This framework integrates multi-scale temporal attention mechanisms and dynamic network representations to analyze Scopus-indexed keyword data from 436 EDM articles. The analysis identified significant transformations within the discourse of EDM, with a 333% increase in research intensity related to predictive modeling and an unprecedented 2,650% growth in the application of deep learning from 2014 to 2024. Deep learning attained the highest semantic flow score (0.94), signifying its successful integration across various EDM subfields, while machine learning emerged as the central methodological bridge, exhibiting the strongest network centrality (0.74). Multi-scale temporal attention analysis revealed differential patterns across time scales, with machine learning receiving the highest recent attention (0.85 at a 1-year scale), whereas learning analytics demonstrated sustained long-term influence (0.75 at a 5-year scale). Concept drift detection identified four major paradigm shifts, with the 2018-2019 deep learning integration representing the most significant conceptual disruption (semantic stability index 0.45). Collectively, these four identified paradigm shifts — from traditional machine learning through deep learning integration to the emergent ethical turn — reveal that EDM is not simply accumulating methods but undergoing continuous conceptual reorganisation; understanding and anticipating these shifts is therefore essential for researchers, institutions, and policymakers seeking to align educational technology development with evolving scientific and societal priorities.
Evaluasi Program Peer Tutoring pada Mahasiswa di Mata Kuliah Kalkulus Diferensial dengan Menggunakan Metode CIPP Yulia Rahmawati Z; Ambiyar Ambiyar
EDUKATIF : JURNAL ILMU PENDIDIKAN Vol 7, No 6 (2025): Desember
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/edukatif.v7i6.8862

Abstract

Penelitian ini bertujuan untuk mengevaluasi program peer tutoring pada mata kuliah Kalkulus Diferensial dengan menggunakan model CIPP (Context, Input, Process, Product). Program ini dirancang untuk membantu mahasiswa mengatasi kesulitan konseptual dan meningkatkan hasil belajar, kepercayaan diri, serta menurunkan kecemasan matematis. Pendekatan penelitian menggunakan metode campuran (mixed methods) dengan desain explanatory sequential, melibatkan 82 mahasiswa peserta peer tutoring sebagai subjek utama, 15 tutor sebaya, 1 dosen pengampu, dan 1 koordinator program sebagai informan pendukung. Data dikumpulkan melalui angket, wawancara semi-terstruktur, observasi, dan studi dokumentasi. Analisis data kuantitatif dilakukan secara deskriptif, sedangkan data kualitatif dianalisis menggunakan analisis tematik. Hasil penelitian menunjukkan bahwa (1) aspek konteks program relevan dengan kebutuhan mahasiswa, (2) input program baik, dengan penguasaan materi tutor memadai namun variasi pedagogis masih ada, (3) proses pelaksanaan menciptakan interaksi aktif dan kolaboratif meskipun partisipasi mahasiswa belum konsisten, dan (4) produk program efektif meningkatkan hasil belajar dan aspek afektif mahasiswa. Temuan ini memperkuat teori konstruktivisme sosial Vygotsky dan memodifikasi pandangan efektivitas peer tutoring menjadi evaluasi holistik yang mempertimbangkan konteks, kesiapan tutor, interaksi, dan hasil pembelajaran. Penelitian ini memberikan kontribusi teoretik dan praktis dalam pengembangan model peer tutoring yang sistematis, berkelanjutan, dan berbasis evaluasi menyeluruh
Co-Authors - Primawati -, Tashid A, Yufrizal Aan Savitri, Wici Abd. Aziz Abd. Aziz Abdul Karim Abdul Malik Made Abdul Syukur Abdullah, MT, Dr. Rijal Abna Hidayati Abrar Tanjung Abrar Tanjung Abyan, Sayyid Achmad Deddy Kurniawan Adam Mandra Suwandi Ade Fitri Rahmadani Ade Rahman Adek Cerah Kurnia Azis Adriani Adriani Adriansyah Adriansyah Adriansyah Adriansyah Affandri Jasrio Afif Rahman Riyanda Afriwes, Afriwes Afriza Media Agariadne Dwinggo Samala Agraini, T. Rahmilia Agung Kurniawan Agung Setiawan AGUS RAHMAD TIMOR Agusti Efi Agustina Agustina Agustina Ahmad Arif Ahmad Fauzan Ahmad, Salamuddin Ahyanuardi Ahyanuardi Aken Derisman Akhmad Zulkifli Akram Ramadhan Al Afif Attorik Alchonity Harika Fitri Aldiansyah, Muhammad Alfian Azhar Alfina, Ommi Alfisutri Khaira Ali Basril Ali, Siti Khadijah Alifah Biggum Nabila Aliffa Izzara, Widi Almes Gangga Alsyabri Wira Amelia Prihatini Hatta, Mega Ameliza, Kiki Aminuddin, Fattachul Huda Anam, M Khairul Ananda, Enjela Dwi Andeana, Siti Andhika Herayono Andhika Herayono Andi Saputra Andre Kurniawan Andre Yuberta Andri Dermawan Andri Yuliandi Andrian Andrian Anggi Agni Zaus Anggraini, Netty Anggun Agni Zaus anip Febtriko Anita Febriani Anni Faridah Anni Faridah Anni Faridah Anugrah, Septriyan Anwar Sadat Anwar, Badrul Apriansyah Zulatama Aprianto, Anggi Arafat, Andril Arden Simeru Arden Simeru Arfianti, Fina Armen Army Trilidia Devega Arsyad, Junaidah Arviansyah Arviansyah Arwizet Arwizet K Arwizet Arwizet, Arwizet Aryantiningsih, Dwi Sapta Aryasandy, Nensy Asep Bunyamin Ashabul Khairi Asmar Yulastri Asnil Asnil Asril Arif Asrul Huda Asrul Huda Astarilla, Liya Aswardi Aswardi Asy Syifa Rahmah Aulia Rahman Ayu Mustika Sari Azis, Adek Cerah Kurnia Azis, Ishak Aziz, Ishak Aziz, Ishak Azmil Azman Azwar Inra Badrul Anwar Baehaqi Bagus Ramadani Bangun Sukma Wijaya Basril, Ali Batubara, Hendra Saputra Benny Haposan Sianipar Blas Orti&#039;z Bento Budayawan, Khairi Budi Dharmawan Budi Mustika Budi Syahri Budi, Setia Bulkia Rahim Bunyamin, Asep Candra Surya Chandra Lesmana Chrismondari Chrismondari Cici Andriani Citra Leffega Costa, Resti Rahmi Khairati Damai Linda Gea Vetricia Danyl Mallisza Darmawi . Darussyamsu, Rahmawati Darwas, Rahmadini Dayurni, Popi Deby Cinthia Decky Antony Kifta Deddy Irfan Dedek Indra Gunawan Hutasuhut Dedi Irfan Dedi Setiawan Dedy Dedy Dedy Irfan Defelinu Harefa Delfisanur Delfisanur Delima Yanti Sari Delvi Asmara Des Suryani Desman Telaumbanua Desmanto Zai Desmawati Desmawati Desmiarni Desyandri Desyandri Devega, Army Trilidia Devia Ramadhani Deviana Ridhani Deviana Ridhani Deviana Rindhani Dewi Juita Dewi Sismira Yumiarti Dezi Kurniawan Dia Amdia Diati, Lili Safitri Dochi Ramadhani Dodi Widia Nanda Donny Fernandez Dony Novaliendry Dwi Elvina Edi Ismanto Edidas , Edidas Edison Edison Efendi, Raimon Efrianova, Vivi Efrinaldi Efrinaldi Efrizon, - Ega Harna B Elfi Tasrif Elfita, Arzulliah Elfizon Elfizon Elida, Yusti Elmi, Hafiz Elpalina, Srimutia Elsa Firdianis Elsa Sabrina Ema Wulansari Ema Wulansari, Rizky Emilham Mirshad Eminatri Eminatri Enawisnat Enawisnat Endri Rizki Anugrah Eni Elfina Enjang Suhaedin Erdi, Putri Nurhalimah Erdriani, Deby Erizon, Nelvi Ermayanti Astuti Ermita Ermita Erni Fatmawati Erni Marlina Binti Saari Eryd Saputra Esa Hafizul Esa Hafizul A Estuhono Estuhono Esy Maestro Etmi Hardi Evida Safitri Exaudi Ziliwu Ezi Angraini Fachrul Ihsan Fadhilah Fadhilah Fadhilah - Fadhilah - Fadhilah Fadhilah Fadhilah Fadhilah Fadhilah Fadhilah Fadhilah Fadhilah Fadhilah Fadhilah Fadhilah Fadhilah Fadhilla Fadhilla Fadhillah Majid Saragh Fadhli Ranuharja Fadilla, Reva Fadillah Fadillah Fadillah, Rahmat Fadlul Amdhi Yul, Fadlul Amdhi Fadrial, Yogi Ersan Faeza Rezi S Fahmi Rijal Fahmi Rizal Fahmi Rizal Fahmi Rizal Fajar Riyaddi fajar fajar, Fajar Riyaddi Fakhri, Fadel Muhammad Fakhrur Rozi, Fakhrur Fani Keprila Prima Fauza, Anna Niska Fauzi Erwis Fauzi Rahman Fazrol Rozi, Fazrol Febri Prasetya Febrizal Alfarasy Ferdiansyah Ferdiansyah Ferdiansyah Ferdiansyah Ferdiansyah Ferdiansyah Ferdiansyah Ferdiansyah Ferdiansyah, Ferdiyansyah Fetri Yeni J Fhadillah Fhadillah Fifi Yasmi Fiki Efendi Filma Alia Sari Filma Alia Sari Fina Arfianti Fina Arfianti Firdaus Firdaus Firman Edi Firman Edi Firman Edi Firman Saputra Firmansyah Putra Firwanus Zega Fitrah Qalbina Fitrah, Yunanda Fitri Ananda, Yulia Fitri Ayu Fitri, Yolanda Idha Fitriani Fitriani Fitriani Fitriani Fitrika Kumala Dewi Fivia Eliza Fonda, Hendry Fransiskus Zoromi Fris Okta Falma Ganda Yoga Swara Ganda Yoga Swara Ganefri Ganefri . Ganefri Ganefri Geovanne Farell Gerry Lyman Tambunan Ghafara, Said Thaha Giatman Giatman, M Ginting, Erwin Gito Okto Rito FM Gusnita, Wiwik Gusti, Sri Marina Gustientiedina Habib Hidayatullah Habibullah Hadi Kurnia Saputra Hadiastuti, Hadiastuti Hafiz Elmi Hafiz Nugraha Hafizah Delyana, Hafizah Hafizah, Husnal Hafizd Furqon Hanafi, Hafizul Fahri Hanapi Hasan Handayani, Revi Handepi, Nogi Handrianto Handrianto Hangga M. Nur Hansi Effendi Harahap, Armina Sari Hariyadi, Hariyadi Harry Ismanto Hasan Maksum Hasanuddin Hasanuddin Hasanuddin WS Hastuti Hastuti Heffi Alberida Hefri Hamid, Hefri Helmiza Helmiza Hendra Dani Saputra Hendra Hidayat Hendra Sahputra Batubara Herasmus, Hilda Herlin, Niny Hermansyah Hesty Kumala Sani Hidayati Hidayati Hidayati Hidayati Hirval Hirval Huda, Asrul Huda, Yasdinul Husna Arsyah, Rahmatul Husni, Fadillah Hutasuhut, Dedek Indra Gunawan Iffah Rojiyyah Iffarial Nanda Ika Parma Dewi Ikhsan Dani Nugraha Ikhwan, Syaiful Ilham Tri Maulana Imelda Imelda Ina Marlina Lubis Indah Etika Indah Kusuma Dewi, Indah Kusuma Indarta, Yose Indra Indra Bulan Indra Indra Indra Jasman Indra Saputra Indrati K Indri Lidiya Putri Intan Witari Ira Rahmayuni Jusar Irawati Irawati Irawati, Yuyun Irdhan Epria Darma Putra Irfan Adima Brawira Irma Yulia Basri Irni Oktavia Irzal Irzal Irzal, Irzal ISHAK Ishak Azis Iwan Purnama Jakaria Sembiring Jakariya Sembiring Jalius Jama Jasman Jasman Jasman Jasman Jasman Jean Dwi Ritia Sari Jedinasrul Jedinasrul Jonni Mardizal Jufrinaldi Jufrinaldi Juli Sardi Jumrowi Lubis Junaidah Junaidah Junil Adri Junil Ardi Kamil, Fadhil Muhammad Karmila Suryani Karnando Kasmita Kasmita Kasmita Kelly Angelly Hevardani Kesi Eka Pratiwi Khairani Khairani Khairul Rezki Kiki Ameliza Koto, Rahmat Desman Koto, Yunesman Krismadinata Krismadinata Krismadinata Krismadinata, Krismadinata Kumala Dewi, Fitrika Kurniawan, Dezi La Ode Alwin Syahputra La Ode Alwin Syahputra Putra Laksono Trisnantoro Larisang Lasyatta Syaifullah Latifah Annisa Latifah, Ulfi Lenggogeni, Putri Lika Jafnihirda Lili Suryati Lili Suryati Lise Asnur Liza Husnita Liza Mustika Sari Lubis, Arina Luthfini Lufri Lufri M Giatman M Giatman M. Agus Trian Putra M. Giatman M. Giatman M. Giatman M. Giatman M. Iksan Ardiyansyah Made, Abdul Malik Mahesi Agni Zaus Mahzuardi Mai Rahmad Maiyana, Efmi Mala Maulidina pratiwi Mardainis Mardhiah Masril Mardizal, Jonni Margaretha Karolina Sagala Margaretha Karolina Sagala Marta, Rizkayeni Martilova, Dona Marzam Marzam Mega Kencana Melda Fajra Melly Asriani Melyanti, Rika Michelle Firsta Karima Sara Mimi Yupelmi Mirna Mirna Mirshad, Emilham Misrol Ayani Mubai, Akrimullah Muhamad Arpan Muhammad Abdul Affan Muhammad Adri Muhammad Akbar Muhammad Aldiansyah Muhammad Alfikar Marpaung Muhammad Anwar MUHAMMAD ANWAR Muhammad Azim Muhammad Giatman Muhammad Husin Muhammad Ilham A Siregar Muhammad Lathif Mahendra Muhammad Maulana Syahputra Muhammad Riko Saputra Muhammad Ropianto Muhammad Yanda Muji, Anggarda Paramita Mukhaiyar, Riki Mukhayar, Riki Mukhlidi lid Mukhlidi Muskhir Mukhlidi Muskhir Muklis Muklis Mulianti Mulyanti Mulyanti Mulyanti Murni Astuti Mursyida, Lativa Muskhir, Mukhlidi Muslim Muslim Mustakim, Waradzi Mustofa Abi Hamid N. Syah Nabawi, Rahmat Azis Nadawina, Nadia Nadia Nadawina Nadia Utari Nanda, Iffarial Nanik Rahmawati Nasution, Auliana Nasution, Fadhillah Riski Aisyah Naufal Raid Nazyumei Arbah Nelvi Erizon Nengka Putri Nikmat Akmal Ningsih, Kursiah Warti Nisa Vabriani Nisa Vebriani Nita Syahputri Nizwardi Jalinus Nizwardi Jalius Nofri Helmi Nofrion Nova Nelsya Ariani Novalinda, Rina Novendra, Rizki Novi Hendri Adi Novia Hendra Novrita, Sri Zulfia Nur, Hangga M. Nurdin Hendri Nurhaliza Nurhaliza Nurhamidah nst Nurhasan Syah Nurhayati Nurhizrah Gistituati Nurlev Avana Nurwijayanti Nuzul Hidayat, Nuzul Oktadela, Resy Oktarina, Rahmi Oktavia, Vivi OSKAH DAKHI Oskah Dakhi OSKAH DAKHI Oskah Dakhi OSKAH DAKHI Oskah Dakhi Oskah Dakhi Oskah Dakhi OSKAH DAKHI Ovel Geta Nafeli Panyahuti Matondang Panyahuti Panyahuti Panyahuti Panyahuti Panyahuti, - Panyahuti, Panyahuti Pedi Rianda Pirdo Adi Putra Pramudya, Aldhi Prasetyo Pratiwi, Mala Maulidina Prima Minerva Primawati Primawati Primawati Prina Yelly Puji Hujria Suci Pujiati Pujiati Purba, Ramen Antonov Purwanto, Wawan Purwantono Purwantono Purwantono, Purwantono Putra Akhir, Ade Fitrah Putra, La Ode Alwin Syahputra Putra, Meiyaldi Eka Putri Mayang Sari, Putri Mayang Putri Nurhalimah Erdi Putri, Indri Lidiya Putri, Meri Yulianti Putri, Rahmi Putri, Tansa Trisna Astono Putri, Yuzia Eka R. Chandra Radhia Radhia Rafikah Husni Rahimullaily Rahimullaily Rahma Della Rahmad Al Rian Rahmadhani, Sri Rahman, Ade Rahmat Fadillah Rahmat Rizki Rahmat, Dedek Rahmat, Zetri Rahmatika, Gustila Rahmawati Rahmawati Rahmawati, Rahmawati Rahmiati Rahmiati Rahmiati Raihan Ramadhan Raimon Efendi Rama, Alzet Ramadhan, Raihan Randa Avito Yasri Randhy Alfarishi Rangga Rahmadian Yuliendi Ranti Ermina Sari Rara Ajeng Pratiwi Ratih Agustin Wulandari Refdinal Refdinal Refdinal, Refdinal Refdinal, Refdinal Refny Widialistuti Remon Lapisa Remon Lapisa Remon Lapisa Remon Lapisa Rendyka Eliadi Reni Kurnia Renny Permata Saputri Resman Hendi Nofanolo Harefa Resmi Darni Resti Rahmi Khairati Costa Reti Handayani Reti Handayani Revi Handayani Rezi Elsya Putra Rezi Rezki Alhamdi Rezkiyanah Hikmah RH Sakti Rianto, Debi Ridho Dedy Arief Budiman Ridwan Ridwan Ridwan, Ridwan Rieke Alyusfitri Rifdarmon, Rifdarmon Rifdarmon, Rifdarmon Rifelino Rifelino Rika Sepriani Rika Yunita Riki Mukhayar Rilla Gina Gunawan Rina Sepriana Rindang Ayu Rini Sefriani Rini Widyastuti Risfendra, Risfendra Risha Febriyanti Riska Khairana Riski Ema Wulan Sari Rizal,  Fahmi Rizal, Rifmelda Rizkayeni Marta Rizki Ema Wulansari Rizki Meliasari Rizky Ema Wulansari Rizky Ema Wulansari Rizky Ema Wulansari Rodesri Mulyadi Rofi Chandra Ronal Watrianthos Rosalina, Linda Rosel, Ruhul Fitri Rosel Rosi Yulianti Rosmidah Hasibuan Rozali Ilham Rudi Mulya Ruhul Fitri Rosel Ruhul Fitri Rosel Rosel Rurisman Rurisman S.T., M.T., Ishak, Saari, Erni Marlina Binti Sabar Jaya Zalukhu Sabila, Ahda Sabna, Eka SABRINA, ELSA Sabtu, Sabtu Sadly Firmansyah Said Thaha Ghafara Salamuddin Ahmad Samsir Samsir Samsir Samsir Samsir Samsudin, Syakirah Sani, Hesty Kumala Saputra, Andra Saputri, Annisa Sari Azhariyah Sari, Bella Fitria Sari, Elsi Puspita Sari, Syafni Gustina Sasma Susanti Sayyid Abyan Sefrinal Sefrinal Sefrinal Sefrinal, Sefrinal Selpa Dewi Setiawan, Sepdirama Setyawan, Herlin Simatupang, Wakhinuddin Simatupang, Wakhinuddin Siregar, Nanda Sari Sisrayanti Siswahyudianto Siti Hajar Thaitami Sofia Edriati Sofia Edriati Sovandi Marwan Sri Marina Gusti Sri Rahmadhani Sri Rizki Primandari Sri Siswati Srimutia Elpalina SUBHANADRI, SUBHANADRI Suci Andri sudiani, yoni Suhaedin, Enjang Suhardi Suhardi Suharry SUKARDI Sukardi Sukardi Sukardi, Sukardi Sukmawati, Murni SUPARNO Suparno Suparno Suparno Supi Rahmi Supratman Supratman, Supratman Surfa Yondri Susi Erlinda Sutejo Sutejo Sutrino Dwi Raharjo Suwondo Suwondo Syaflan Sandi Harta Putra Syafri Jamain Syafri Jamain Syafruddin Rais, Syafruddin Syahril SYAHRIL Syahril Syahril Syahril Syahril Syahril Syahril Syahril Syahrul Syahrul Syaiful Ikhwan Syaiful Islami Syaiful Salim Syamsul Arifin Syelfia Dewimarni Syintia Fareara Syukhri Syukhri Syukhri Taali, Taali Ta’ali Ta’ali Tananda, Opi Ta’ali, Ta’ali Teguh Imanuel Teki Haryono Thamrin Thamrin Tia Agnesa Tiara Indah Wicaksana Tirtana, Masagus Muhammad Arief Torkis Nasution Toto Sugiarto Totoh Andayono Tri Putra Yuliardi Triati Tyas Asih Surya Mentari Ulfa Indriani Umar, Sukardi Ummah, Adisty Akhoma UNUNG VERAWADINA Unung Verawardina Unung Verawardina Unung Verawardina Unung Verawardina Unung Verawardina Unung Verawardina Unung Verawardina, Unung Unung Verawrdina Usmeldi Usmeldi Uswatul Hakim Vani Permata Sari Veithzal Rivai Zainal Verawrdina, Unung Veronica Yulisna Sinukaban Vevi Sunarti Vici Syahril Chairani Vini Wela Septiana Vitriyadi W. Wakhinuddin Wagino Wahyudi Dwi Putra Wahyudi, Rido Wakhid, Wakhinuddin Wakhimuddin Simatupang Wakhinuddin Wakhinuddin S Wakhinuddin S Wakhinuddin Simatupang WAKHINUDDIN SIMATUPANG Wakhinuddin Simatupang Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin Wakhinuddin, Wakhinuddin Wanda Afnison Waradzi Mustakim Wardina, Unung Vera Waskita Waskita Waskito Waskito Waskito Waskito, Waskito Welven Aida Weni Nelmira Wicaksana, Tiara Indah Widi Izzara Wike Oriza Wilda Susanti Wira, Alsyabri Wirda Yetti Witari, Intan Wulansari, Rizky Ema Yandra, Muvi Yanita, Merita Yanti, Arifatul Yanto, Doni Tri Putra Yarman Yasmiri Yasmiri Yasmiri, Yasmiri Yeka Hendriyani Yelni Yasri Yelva Nofriyanti Yerizon Yetti Maiharni Yogi Ersan Fadrial Yogi Fernando, Yogi Yolli Fernanda Yolnasdi Yolnasdi Yona Syaida Oktira Yose Indarta Yose Indarta Yose Indarta Yosi Nofita Sari Yosi Nofita Sari Yudha Aditya Fiandra Yudha Aditya Fiandra Yufrizal Yufrizal Yufrizal Yufrizal, Yufrizal Yulastri , Asmar Yulfia Nora Yulia Efronia Yulia Fransiska Yulia Rahmawati Z Yulia Rizki Ramadhani Yuliana Yuliana Yuliana Yuliana Yuliana Yuliana Yuliana, Devi Faizah Yuliani Fitri Yuliani Fitri Yulianti, Rosi Yulianus Zega Yuliawati Yunus Yuliawati Yunus Yuliendi, Rangga Rahmadian Yulira Emputri Yumn Jamilah Yuni Ahda YUPELMI, MIMI Yurika Putri Yusma Elda Yusmaridi M Yuyun Irawati Yuzia Eka Putri ZAGOTO, MARIA MAGDALENA Zaharani, Hetty Zakaria Zakaria Zaki, Khilda Rahmi Zamrudi Zamrudi Zaus, Anggi Agni Zuardi Zuardi Zulfajri Zulfajri Zulfikra Rendi Zulhendri Zulmaidas, Ikhsan Zulwisli . Zumroh, Zumroh