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Pengaruh Pendekatan Problem-Driven Iterative Adaptation (PDIA) dan Kepemimpinan Kepala Jurusan terhadap Budaya Disiplin Siswa SMK Wahono, Agung; Suhartini, Ratna; Nurlaela, Luthfiyah; Ramdhani, Rommy Mochamad; Buditjahjanto, I Gusti Putu Asto
Nusantara: Jurnal Pendidikan Indonesia Vol. 6 No. 1 (2026)
Publisher : Lembaga Sosial Rumah Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62491/njpi.2026.v6i1-8

Abstract

Purpose – The purpose of this study is to analyze the influence of the Problem-Driven Iterative Adaptation (PDIA) approach and department head leadership on students’ discipline culture in Vocational High Schools, both partially and simultaneously, as perceived by the department heads.Methods – This study employed a quantitative research approach using multiple linear regression analysis. The sample consisted of 30 vocational high school department heads selected through purposive sampling. Data were collected using a structured questionnaire that measured the PDIA approach, leadership style, and observations of student discipline. The instrument was validated for content and construct, with reliability established using Cronbach’s Alpha to ensure measurement consistency. Findings – The results indicate that the PDIA approach has a positive and significant effect on students’ discipline culture. Department head leadership also shows a positive and significant influence. Simultaneously, both variables significantly contribute to discipline culture, with an R-squared value of 0.9729. While this high value suggests a strong predictive model within the sample, it is interpreted with caution regarding potential construct overlap or common method bias due to the single-source perceptual data. Research Implications – These findings imply that strengthening the implementation of the PDIA approach and enhancing adaptive academic leadership are essential strategies for improving discipline culture. However, future studies are recommended to use multi-source data (e.g., combining student and teacher reports) to validate these findings and reduce potential measurement bias.
Serious game intelligent transportation system based on internet of things Nugroho, Fresy; Buditjahjanto, I Gusti Putu Asto; Pebrianti, Dwi; Hammad, Jehad A. H.; Fachri, Moch; Lestari, Tri Mukti; Maharani, Dian; Nurrahma’N, Alfina
IAES International Journal of Artificial Intelligence (IJ-AI) Vol 15, No 1: February 2026
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijai.v15.i1.pp177-190

Abstract

This research examines the implementation of the preference ranking organization method for enrichment evaluation (PROMETHEE) approach for multi-criteria decision-making in a character recommendation system for serious games. The method calculates character skill values across multiple criteria and generates rankings of the best characters according to game environment conditions derived from closed-circuit television (CCTV) based traffic detection. Image processing algorithms were applied to classify congestion levels into quiet, moderate, and busy categories, which directly influence gameplay modes. Experimental results show that PROMETHEE rankings vary across maps (e.g., A6 ranked highest in quiet mode, while B2 dominated in busy mode), demonstrating the system’s contextual adaptability. Usability testing with 50 participants yielded an average system usability scale (SUS) score of 78.9, while expert evaluation using game design factor questionnaire (GDFQ) produced a mean of 4.19/5, both indicating high acceptance and positive user experience. These findings confirm that PROMETHEE is effective in generating context-aware recommendations, providing both strategic depth and engagement. The study concludes that integrating traffic data into serious game design can enrich intelligent transportation systems (ITS) education and awareness, with future improvements possible through real-time player feedback adaptation and machine learning–based traffic prediction.
Analisis Sentimen Mahasiswa terhadap Tugas-Tugas Kuliah dengan Menggunakan Metode K-Nearest Neighbors Rahayu, Ervina Tryastuti; Buditjahjanto, I Gusti Putu Asto
SENTRI: Jurnal Riset Ilmiah Vol. 5 No. 1 (2026): SENTRI : Jurnal Riset Ilmiah, Januari 2026
Publisher : LPPM Institut Pendidikan Nusantara Global

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55681/sentri.v5i1.5425

Abstract

In the rapidly evolving digital era, social media platforms such as Twitter or X have become strategic public spaces for students to express their views, experiences, and criticisms regarding various aspects of academic life. One of the most frequently discussed topics is related to academic assignments, including their workload, relevance, and contribution to students’ understanding of course material. The spontaneous expressions shared on social media contain valuable data that can be scientifically analyzed, particularly to capture students’ perceptions and sentiments toward the learning process. Therefore, sentiment analysis represents a relevant and systematic approach to identifying patterns of student opinions in a measurable and data-driven manner. This study employs a quantitative approach using machine learning methods, specifically the K-Nearest Neighbor (KNN) algorithm, to analyze student sentiment toward academic assignments expressed on the Twitter/X platform. The quantitative approach was selected because it enables the objective processing of numerical data and facilitates statistical interpretation of emerging patterns. Data were collected from student tweets related to academic assignments and subsequently processed through several stages, including text preprocessing, feature extraction, and sentiment classification into positive, neutral, and negative categories. The results indicate that the K-Nearest Neighbor (KNN) algorithm is capable of classifying student sentiment with an accuracy rate of 85%, demonstrating that this method is sufficiently effective for sentiment analysis in an educational context. The sentiment distribution reveals that 30% of students expressed positive sentiment, perceiving academic assignments as relevant and challenging, while 40% showed neutral sentiment. Meanwhile, the remaining 30% conveyed negative sentiment, indicating that assignments were perceived as excessively demanding and less relevant to the learning process. These findings provide important insights for educators and educational institutions in evaluating and designing academic assignments that are more effective, balanced, and aligned with students’ learning needs.
The Role of Creative Thinking and Entrepreneurial Motivation in Developing Innovative Behavior in Upcycled Denim Design in Vocational High School Students Lathifaturrohmah, Lathifaturrohmah; Suhartini, Ratna; maspiyah, Maspiyah; Buditjahjanto, I Gusti Putu Asto
JISIP: Jurnal Ilmu Sosial dan Pendidikan Vol 10, No 2 (2026): JISIP (Jurnal Ilmu Sosial dan Pendidikan) (Maret)
Publisher : Lembaga Penelitian dan Pendidikan (LPP) Mandala

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

This research is motivated by the importance of innovative skills in vocational education, especially in sustainable fashion that demands creativity and an entrepreneurial spirit. The purpose of this study is to analyze the influence of creative thinking and entrepreneurial motivation on students' innovative behavior in designing outer upcycle denim at SMKN 6 Surabaya. The study used a quantitative approach with the SEM-PLS method. Instruments in the form of performance tests and questionnaires that have been tested for validity and reliability were given to grade XI Fashion Production Design students. The results showed that creative thinking and entrepreneurial motivation have a positive and significant effect on innovative behavior, with entrepreneurial motivation as the strongest influencing variable. Simultaneously, both variables explain 92.5% of the variation in students' innovative behavior. These findings emphasize the importance of strengthening creative thinking and entrepreneurial motivation in vocational education to produce innovative and independent graduates.
Perancangan Sistem Informasi Registrasi Surat Masuk dan Surat Keluar Berbasis Client-Server Moh. Al Ihsan; I Gusti Putu Asto Buditjahjanto
bit-Tech Vol. 7 No. 2 (2024): bit-Tech
Publisher : Komunitas Dosen Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32877/bt.v7i2.1840

Abstract

Perkembangan teknologi informasi, terutama di negara-negara berkembang, telah mempermudah akses terhadap informasi yang dibutuhkan. Fenomena ini tercermin dari peningkatan dan pertumbuhan permintaan data dan informasi oleh masyarakat, perusahaan, serta lembaga pemerintah memerlukan sistem informasi yang telah terkomputerisasi dengan baik untuk menjalankan roda pemerintahannya. Dibutuhkan sistem informasi yang mampu mengelola serta menyampaikan informasi terkait dengan data surat masuk dan surat keluar dengan baik. Saat ini di beberapa kantor instansi swasta maupun pemerintah, pencatatan surat yang masuk dan keluar masih menggunakan metode manual, yaitu dengan mencatatnya menggunakan buku besar atau agenda. Pendekatan manual ini membuat proses pencarian data surat kurang optimal, khususnya ketika dibutuhkan kembali di waktu yang akan datang dan untuk keperluan pengarsipan dokumen surat. Dengan berdasarkan informasi tersebut, peneliti menggunakan metode pengembangan waterfall dengan pendekatan System Development Life Cycle (SDLC)  telah menciptakan sebuah sistem informasi dengan judul Perancangan Sistem Informasi Registrasi Surat Masuk dan Surat Keluar Berbasis Client-Server. Sistem ini dikembangkan menggunakan bahasa pemrograman Embarcadero RAD Studio, yang dimana bahasa pemograman teresebut menghasilkan sebuah rancangan sistem atau aplikasi yang bisa berjalan di operating sistem windows dengan database MySQL yang dimana database tersebut bisa di akses dengan sangat cepat pada jaringan client server. Harapannya, sistem ini akan mempermudah petugas tata usaha dalam memproses dan menyimpan data surat masuk dan surat keluar sehingga dalam pengarsipan surat dapat mencari arsip dokumen surat dengan mudah dan cepat.
PDIA-Assisted MYOB and Financial Statement Skills In Vocational Education: PDIA Berbantuan MYOB dan Keterampilan Laporan Keuangan Di SMK Sriyani Sriyani; Ulil Hartono; Sri Setyo Iriani; Luthfiyah Nurlaela; I Gusti Putu Asto Buditjahjanto; Rommy Mochammad Ramdhani; Salim Salim
Jurnal Pendidikan Akuntansi Indonesia Vol. 24 No. 1 (2026): Jurnal Pendidikan Akuntansi Indonesia
Publisher : Universitas Negeri Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/jpai.v24i1.95933

Abstract

This study examines the effect of the Problem-Driven Iterative Adaptation (PDIA) approach assisted by Mind Your Own Business (MYOB) software on students’ financial statement preparation skills and analyzes the moderating role of learning interest. This research employed a quasi-experimental design using a non-equivalent control group pretest–posttest approach involving 60 vocational accounting students divided into experimental and control groups. Data were collected through practical tests and questionnaires and analyzed using independent samples t-test and moderated regression analysis. The results show that students taught using PDIA assisted by MYOB achieved significantly higher financial statement preparation skills than those in conventional learning (Sig. < 0.05). Furthermore, learning interest has a positive and significant moderating effect, strengthening the relationship between PDIA-assisted MYOB and students’ skills. These findings indicate that integrating problem-based iterative learning with accounting software effectively enhances students’ technical competencies, particularly for those with higher learning interest. Therefore, the PDIA-assisted MYOB approach can be considered an effective instructional strategy in vocational accounting education. Keywords: PDIA, MYOB, Financial Statement Preparation Skills, Learning Interest,  vocational accounting education
Dampak Manajemen Kepemimpinan Guru dalam Menerapkan Pendekatan Pembelajaran Mendalam terhadap Hasil Belajar Siswa SMK Mediatrix Tu'baran; A. Grummy Wailanduw; Luthfiyah Nurlaela; I Gusti Putu Asto Buditjahjanto; Rommy Mochamad Ramdhani
DIAJAR: Jurnal Pendidikan dan Pembelajaran Vol. 5 No. 2 (2026): April 2026
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/diajar.v5i2.6402

Abstract

Teacher leadership management in Vocational High Schools (SMK) is an important element in creating a learning atmosphere that supports the immersive learning approach, which is believed to improve student learning outcomes. This study aims to explore the influence of teacher leadership management in the implementation of the immersive learning approach on student learning achievement in SMK through a Systematic Literature Review. The method used is in accordance with the PRISMA 2020 guidelines. The results of the study indicate that the type of teacher leadership (instructional, transformational, and teaching) does not have a direct impact, but has an indirect impact on student learning outcomes through three main pathways: (1) improving teacher abilities and professionalism, (2) strengthening students' psychological aspects (such as self-confidence and resilience in learning), and (3) support from the social context and immersive learning strategies. The conclusion of this study confirms that teacher leadership management functions as a driver in building a learning ecosystem that supports the implementation of immersive learning, which ultimately contributes to improving SMK student learning outcomes, both academically and practically.
Implementasi Pendekatan PDIA dalam Meningkatkan Motivasi Belajar dan Kemampuan Berpikir Komputasional Siswa SMK Kelas X pada Mata Pelajaran Koding dan Kecerdasan Artifisial Laela Muliana; Tri Rijanto; Luthfiyah Nurlaela; I Gusti Putu Asto Buditjahjanto; Rommy Mochamad Ramdhani
DIAJAR: Jurnal Pendidikan dan Pembelajaran Vol. 5 No. 2 (2026): April 2026
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/diajar.v5i2.6499

Abstract

This study aims to enhance the learning motivation and computational thinking skills of grade X SMK (Vocational High School) students in the subjects of Coding and Artificial Intelligence through the implementation of the Problem Driven Iterative Adaptation (PDIA) approach. Conducted as a Classroom Action Research (PTK) at SMKN 1 Penajam Paser Utara during the 2025/2026 academic year with 36 student participants, the study utilized the Kemmis and McTaggart action research model, which consists of planning based on identifying real-world problems, implementing contextual problem-solving activities, observation using instruments, questionnaires, and computational thinking tests, as well as in-depth reflection to evaluate and refine subsequent actions, carried out over two cycles. Data collection techniques included observation, learning motivation questionnaires, and computational thinking ability tests. The results indicate that the application of the PDIA approach significantly improved students' learning motivation and computational thinking skills. Student learning mastery increased from 50% in the pre-action phase to 63.89% in Cycle I, and further rose to 91.67% in Cycle II, with the class average score reaching 82.58. Additionally, student learning motivation showed improvement, marked by increased activity, enthusiasm, and engagement in the learning process. Therefore, it can be concluded that the PDIA approach is effective in enhancing both learning motivation and computational thinking skills among students in the subjects of Coding and Artificial Intelligence.
Manajemen Perubahan sebagai Moderasi pada Pengaruh Pair Programming terhadap Kemampuan Desain Logo Siswa DKV SMK Negeri 2 Magetan Khoirul Roziqin; Yeni Anistyasari; Luthfiyah Nurlaela; Rommy Mochamad Ramdhani; I Gusti Putu Asto Buditjahjanto
DIAJAR: Jurnal Pendidikan dan Pembelajaran Vol. 5 No. 2 (2026): April 2026
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/diajar.v5i2.6598

Abstract

This research was conducted to investigate whether the application of the Pair Programming influences the logo design competencies of students enrolled in vocational high schools (SMK), while also assessing the moderating Change Management as through the ADKAR framework. The study adopted a quasi-experimental methodology involving tenth-grade learners from the Visual Communication Design program at SMK Negeri 2 Magetan. Participants were allocated into two groups, consisting of an experimental cohort of 36 students and a control cohort of 108 students. To evaluate data, inferential statistics were applied, including Independent Sample t-test and Moderated Regression Analysis (MRA). Results showed no statistically meaningful difference in mean learning performance between students who engaged in collaborative learning and those who learned individually, as evidenced by a significance value of p = 0.9090. However, descriptive findings revealed that Pair Programming functioned as an effective safety net, maintaining the lowest student score at 57, slightly better than the individual method’s minimum of 56. Furthermore, the experimental group achieved a higher maximum score (97) compared to the control group (96). Regression analysis demonstrated that Change Management significantly moderates the effect of Pair Programming (p=0.001). The findings indicate a "safety net" effect for students with low mental readiness, while those with high readiness experienced an interference effect. The study concludes that the success of collaboration depends on technical instruction and heavily influenced by students' psychological readiness. Therefore, the implementation of Pair Programming should be accompanied by change management interventions to optimize student adaptation to a collaborative work culture.
Pengembangan Media Pembelajaran Robot Transporter Pada Mata Kuliah Elektromekanik S1 Pendidikan Teknik Elektro IKIP PGRI Madiun Ardi, Pramudya; Munoto, Munoto; Buditjahjanto, Asto
JUPITER (JURNAL PENDIDIKAN TEKNIK ELEKTRO) Vol. 2 No. 1 (2017)
Publisher : Universitas PGRI Madiun

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (151.952 KB) | DOI: 10.25273/jupiter.v2i1.1736

Abstract

Penelitian  ini  bertujuan untuk:   1)   mengetahui   validitas   media pembelajaran yang dikembangkan berupa media  pembelajaran  kit  Robot Transporter, 2) mengetahui respon mahasiswa  selama  penerapan media  pembelajaran yang dikembangkan, 3) mengetahui hasil belajar mahasiswa setelah penerapan  media  pembelajaran   yang  dikembangkan,   4)   mengetahui keterlaksanaan  media  pembelajaran  yang  dikembangkan. Jenis penelitian yang digunakan dalam penelitian ini adalah penelitian pengembangan dengan menggunakan model 4-D. Untuk uji  coba  produk menggunakan  one  group  pretest-posttest  design  yaitu  membandingkan   nilai pretest dan posttest. Nilai pretest diperoleh sebelum pembelajaran dengan menggunakan  robot transporter  dan nilai  posttest diperoleh  setelah   pembelajaran. Dalam penelitian ini diperoleh data  hasil  validasi  media  pembelajaran  sebesar 88,67% dan dikategorikan sangat layak  untuk  digunakan.  Untuk  hasil validasi butir soal diperoleh skor 86,62% dan dikategorikan sangat layak untuk digunakan. Sedangankan untuk  tes  hasil  belajar  diperoleh  nilai  rata-rata  pretest 35,63 dan 85  untuk  nilai  rata-rata  posttest.  Hasil  respon  mahasiswa  terhadap media –robot transporter diperoleh skor rata-rata sebesar 88% dan dikategorikan sangat baik maka media robot transporter layak digunakan  dalam  proses pembelajaran. Keterlaksanaan pembelajaran menunjukan hasil skor 4,6 dan masuk dalam  kategori  sangat baik,  sehingga media  robot  transporter  dalam  proses kegiatan  belajar  mengajar  bisa  terlaksana  dengan baik.
Co-Authors A. Grummy Wailanduw Achmad . Khoirudin Achmad Imam Agung Achmad Imam Agung Afifah, Nabila Tri Agfianto, Tomi Ahmad Affandi Akbar Sena Wijaya Akhmad Fahrur Rozi Akhmad Shohibul Mirbath Alamsyah, Sayyidul Aulia Andri Arfianto Anggi Mega Safitri Ansori, Zainal Mujib Ardi, Pramudya Arif Setiawan Arwin Dermawan, Dodik AYU ADILLA NOFRIYANTI, RESTINING Ayu Ayu Dini Ardianti Bambang Suprianto . Chandra Ainur Rizki Chandra Ainur Rizqi Chatarina Umbul Wahyuni Choiria, Rini Deviana, Ria Dian Maharani, Dian Dwi Cahyono, Bagus Eka Andila Putri.K.K Ekohariadi Endryansyah . Endryansyah . . Endryansyah Endryansyah Fachri, Moch Fajariati Herina Putri Fardani, Tyo Wildan Afrizal Farid Baskoro Fida Nur Irawati Fikri, Miftahul Fresy Nugroho Hakim, Zaima Faiza Hammad, Jehad A. H. Hammad, Jehad A.H. Hapsari Peni Harisone Gusti Arief Prahara Harmanto Harmanto Hartanto, Unung Istopo Hasyim, Zulfikar . Heru Nuryanto Hidayati , Lutfiyah Hidayati, Ayu Zulaikha Hisyam Muhammad Fuad AL Azka Ihtifazhuddan, Razan ILHAM YUWONO, CANDRA Indah Trisanti, Rosalia Indra Nova Saputra Irfansyah, Juki Ismet Basuki Iwan Arkadianto Joko Joko Kartika Tresya Mauriraya Khoirul Roziqin Kusumo, Angger Setyo L Endah Cahya Ningrum Laela Muliana Lathifaturrohmah, Lathifaturrohmah Lestari, Ika Rokhasari Lestari, Tri Mukti Lestari, Yeni Kusuma Lestari, Yoni Dwi Lilik Anifah Lilik Anifah Lugita Sari, Prisillia Lusia Rakhmawati Lutfiyah Hidayati Luthfiyah Nurlaela Luthfiyah Nurlaela Mahendra Widyartono Maspiyah Maspiyah Mediatrix Tu'baran Meini Sondang Meini Sondang Sumbawati Moh Rochman Wahid Maulana Moh. Al Ihsan Muchlas Samani Muhamad Syariffuddien Zuhrie Muhamad Syariffuddien Zuhrie Muhammad Afifi Andriansyah Muhammad Mukhlis Syeichu Muhammad Nur Arif Muhammad Syariffuddien Zuhrie Muhammad Syariffuddien Zuhrie Munoto Munoto Muzakki, Naufal Ningrum, Sulis Desiana NUR KHOLIFAH, SITI Nur Nur Rahmaningrum, Vardana Nur Nur Widiyawati Nur, Muhamad . Nurhayati Nurhayati Nurhayati Nurhayati Nurrahma, Alfina Nurrahma’N, Alfina Nuryanto, Heru Parama Diptya Widayaka Paramitha, Citra Pratiwi Pasra, Nurmiati Pebrianti, Dwi Prakasa, Aji Bagas PRATAMA, ANDRIAN Prayuda Ari Guntoro Pristiyanto, Eki Pritasari, Octaverina Kecvara Priyono Priyono Puja Awwalia Rohmah PUNGKY PRATAMA, AFRIZZAL Pungky Puput Wanarti Rusimamto Puput Wanarti Rusimamto Puput Wanarti Rusimamto Purnomo, Yondra Adi Raden Roro Hapsari Peni Agustin Rahayu, Ervina Tryastuti Ramdhani, Rommy Mochamad Ratna Suhartini Razan Ihtifazhuddan RIAN SAPUTRA, ADING Rian Rifqi Firmansyah Rina Harimurti Riztan Hanif Abdillah Rochmawati, Naim Rommy Mochamad Ramdhani Rommy Mochamad Ramdhani Rommy Mochammad Ramdhani RR. Ella Evrita Hestiandari Saadah, Ayu Ummatus Salim Salim Sari, Fadlilah Indira Satria Riagung Lazuardi Satya Syarifuddin Amrollah Siti U'un Mas'ulah Soeryanto Soeryanto Sri Setyo Iriani Sriyani Sriyani Subuh Isnur Haryudo SULISTIYO, EDY Supari Muslim Suparji Suparji Supartini, Titin Surya Catur Sudrajat, Surya Catur Susiani, Irna THEODORUS WIYANTO WIBOWO Tri Rijanto Tri Rijanto Ulil Hartono Unit Three Kartini WAHONO, AGUNG WANARTI RUSIMAMTO, PUPUT Wanarti, Puput WARJU WIDYA SAPUTRI, FEBRI Widya Wildan Habibi , Mohammad Wildan Habibi, Mohammad Wiyli Yustanti WRAHATNOLO, TRI Yeni Anistyasari Yuwono, Dany Purno Zuhrie, M. Syariffuddien Zulfannur Zulfannur Zulfannur, Zulfannur