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All Journal PROSIDING SEMINAR NASIONAL Jurnal Karya Pendidikan Matematika SIGMA: Jurnal Pendidikan Matematika AlphaMath: Journal of Mathematics Education JIPMat (Jurnal Ilmiah Pendidikan Matematika) Math Didactic: Jurnal Pendidikan Matematika Al Ishlah Jurnal Pendidikan Union: Jurnal Ilmiah Pendidikan Matematika MaPan : Jurnal Matematika dan Pembelajaran Pendas : Jurnah Ilmiah Pendidikan Dasar JTAM (Jurnal Teori dan Aplikasi Matematika) Jurnal Surya Masyarakat Teorema: Teori dan Riset Matematika Jurnal Cendekia : Jurnal Pendidikan Matematika Symmetry: Pasundan Journal of Research in Mathematics Learning and Education Transformasi : Jurnal Pendidikan Matematika dan Matematika JURNAL PENDIDIKAN MIPA Imajiner: Jurnal Matematika dan Pendidikan Matematika Proximal: Jurnal Penelitian Matematika dan Pendidikan Matematika Jurnal Ilmiah Profesi Pendidikan Mandalika Mathematics and Educations Journal MATHEMA: JURNAL PENDIDIKAN MATEMATIKA Madaniya Jurnal Riset Pembelajaran Matematika Sekolah JagoMIPA: Jurnal Pendidikan Matematika dan IPA PROFICIO: Jurnal Pengabdian Masyarakat Kognitif: Jurnal Riset HOTS Pendidikan Matematika Juwara : Jurnal Wawasan dan Aksara Pedagogy : Jurnal Pendidikan Matematika JURNAL INOVASI DAN PENGABDIAN MASYARAKAT INDONESIA SEUNEUBOK LADA: Jurnal ilmu-ilmu Sejarah, Sosial, Budaya dan Kependidikan Prosiding Seminar Nasional Unimus Jurnal Ilmiah Matematika (JIMAT) Jurnal Pendidikan MIPA Ambacang: Jurnal Inovasi Pengabdian Masyarakat Language Circle : Journal of Language and Literature
Eko Andy Purnomo
Universitas Muhammadiyah Semarang
Religion Humanities Biochemistry, Genetics & Molecular Biology Chemistry Computer Science & IT Education Engineering Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Nursing Physics Public Health Social Sciences Other

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Journal : jurnal pendidikan mipa

 1 
Development of STEM-Based VARK Learning Application to Improve Problem-Solving Skills in Calculus Courses Nurmawati, Nurmawati; Kadarwati, Sri; Purnomo, Eko Andy; Mawarsari, Venissa Dian; Prihaswati, Martyana; Adnan, Mazlini Binti
Jurnal Pendidikan MIPA Vol 27, No 2 (2026): Jurnal Pendidikan MIPA
Publisher : FKIP Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jpmipa.v27i2.pp887-915

Abstract

This research and development aims to develop a STEM-based VARK Learning Application to improve problem-solving skills in Calculus courses. Although the STEM approach has been widely applied in mathematics learning, and learning preferences such as VARK have been explored in various studies, both are generally studied separately and have not been integrated into structured adaptive mechanisms in digital learning products. Furthermore, the effectiveness of the learning styles approach remains debated when not implemented in a systematic instructional design. This research fills this gap by positioning VARK as a basis for differentiating the presentation of multimodal content within a STEM learning framework, explicitly integrated into features, activity flows, and problem-solving exercises within a single digital ecosystem. The development followed a 4-D model (define, design, develop, disseminate) through the stages of needs analysis, prototype design, expert validation, and limited implementation. The participants in the implementation were 50 students in the Mathematics Education program at a university in Semarang City, selected through purposive sampling. The research instruments included expert validation sheets (materials, media, evaluation) and problem-solving ability tests administered at three measurement times. Validation data were analyzed descriptively using mean scores, while changes in ability were analyzed using repeated-measures ANOVA. The results showed a validity score of 4.22 in the Highly Valid category (4 ≤ x ≤ 5) with minor revisions. The mean problem-solving ability increased from 74.5 to 81.4 and 84.9, with significant differences across groups. These findings indicate that integrating multimodal differentiation into digital STEM design has the potential to support improvements in problem-solving abilities in a limited research context. Further studies with experimental designs and larger samples are needed to strengthen the external validity of the findings. Keywords: calculus, learning application, problem solving, VARK.
Co-Authors - Budiharto, - - Erlina Abdul Aziz Abdul Aziz Abdul Aziz Abdul Rohman Adnan, Mazlini Adnan, Mazlini Binti Agung Setiawan AHMADI Akhmad Fathurohman Akhmad Fathurohman Alfiana Rahmawati Alma Rif’atun Nisa Andari Puji Astuti Andari Puji Astuti, Andari Puji Anis Sulistifa Annisa Azzahra Annisa Noviani Ayu Pratama Arifatun Nahar Aulia Fitriana, Wanda Ayu Putri Regita Sari Ayuningsih, Selvi Bambang Dalyono Budiharto - Cahya Nilam Maharani Dalyono, Bambang Dalyono, Bambang Dewi, Yesi Melisa Dodi Mulyadi Dwi Ampuni Agustina Dwi Sulistyaningsih Dwi Sulistyaningsih Dwi Sulistyaningsih Edi Prayitno Edi Prayitno, Edi Endang Tri Wahyuni Maharani Enny Dwi Lestariningsih Enny Dwi Lestariningsih Enny Dwi Lestariningsih Enny Dwi Lestariningsih, Enny Dwi Eny Winaryati Erlina Erlina Hartanti, Intan Pramuditya Hascaryo Pramudibyanto Heri Dwi Santoso, Heri Dwi Ifta Khamidatu Zufa Indah Manfaati Nur Indi Rakhmawati Intan Pramuditya Hartanti Iswahyudi Joko Iswahyudi Joko S Iswahyudi Joko Suprayitno Kama Rinduka, Hermien Laila Rahmawati Lisa Anggraini M. Toni Prasetyo Maemunah Maemunah Malik, M. Warisa Al Martyana Prihaswati Martyana Prihaswati Martyana Prihaswati Muflikhah, Binti Mulyono - Mulyono Mulyono Mulyono Mulyono Nabila, Fasya Nuri Nanang Rosid Abidin Nike Andriani Nisa, Alma Rif'atun Nisa, Alma Rif’atun Nisa, Laily Choirotin Novia Irawati Nur Hasanah NUR HASANAH Nur Hasanah Nurhayati, Uhti Hafida Nurmawati Nurmawati Nurmawati Pangestuti, Unika Tri Paripurna, Retno Wulan Prizka Rismawati Arum Rahmawati, Alfiana Reni Dwi Astutik Rhohmat Atik Nurul Khasanah Rizzik, Farid Rohmat Suprapto Saputra, Tegar SATRIYAS ILYAS Sri . Handayani Sri Handayani Sri Kadarwati Sri Kadarwati Sri Kadarwati Suharno, Yusak Sukestiyarno - Sukestiyarno Sukestiyarno Sukestiyarno Sukestiyarno Sulthan, Faqih Suparman Suparman Suparman Supriatin, Noviana Suranto Isnur Indratno Syamsul Arifin TAMAM, MUHAMMAD FARKHAN Tania, Dhea Testiana Deni Wijayatiningsih Tri Nurjanah Ulum, Minnatul Unika Tri Pangestuti Unika Tri Pangestuti Venissa Dian Mawarsari Wahyu Nur Amin Widia Bilqis Faradila Wulandari, Hardiana Tri Yuliani, Istiqomah Yusrin, Yusrin Zakyuddin, Muhammad Arif Ziadatun Nafisah Zufa, Ifta Khamidatu