Open access Journal SINTA 1
Association between mathematical ability and computational thinking dimensions in vocational students using Bebras tasks
Journal on Mathematics Education · Vol. 17 No. 2 (2026) · pp. 465–506
- ISSN
- 2407-0610, 2087-8885
- Published
- 2026-05-20
- Publisher
- Indonesian Mathematical Society
Abstract
Computational thinking (CT) has emerged as an essential twenty-first-century competency for Industry 4.0; however, its relationship with mathematical ability in vocational education remains insufficiently examined. This study investigated the association between mathematical ability and five dimensions of CT among 55 tenth-grade manufacturing and engineering students enrolled in Center of Excellence Vocational High Schools in Bali, Indonesia. Employing an explanatory sequential mixed-methods design, CT was assessed using Bebras Challenge tasks, whereas mathematical ability was measured through students’ mathematics achievement scores. Quantitative findings revealed a very strong positive correlation between mathematical ability and overall CT performance (r =.839, p
Collaboration network of the authors
39 authors · 133 co-authorship links · 85 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Indonesia University of Education
- Muhammadiyah University of Surakarta
- Universitas Pendidikan Ganesha
- Sebelas Maret University
- INTI International University
- Universitas Bina Darma
- Islamic University of Riau
- Other organisations
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Lukman Hakim Muhaimin | Indonesia University of Education | 5 |
| Sani Sahara | Indonesia University of Education | 2 |
| Muhammad Noor Kholid | Muhammadiyah University of Surakarta | 2 |
| İmam Sujadi | Sebelas Maret University | 2 |
| Yuli Bangun Nursanti | Affiliation unknown | 2 |
| Hasti Robiasih | University of Sarjanawiyata Tamansiswa | 2 |
| I Nyoman Bagus Pramartha | Affiliation unknown | 2 |
| Ni Putu Santhi Widiasih | Universitas Pendidikan Ganesha | 1 |
| I Nengah Suparta | Universitas Pendidikan Ganesha | 1 |
| Laila Fitriana | Sebelas Maret University | 1 |
| Maarten Dolk | Utrecht University | 1 |
| Tri Atmojo Kusmayadi | Affiliation unknown | 1 |
| Dadang Juandi | Indonesia University of Education | 1 |
| Didi Suryadi | Indonesia University of Education | 1 |
| Jarnawi Afgani Dahlan | Indonesia University of Education | 1 |
| Riyan Hidayat | Universiti Putra Malaysia | 1 |
| Yousef Wardat | Higher Colleges of Technology | 1 |
| Choo Wou Onn | INTI International University | 1 |
| Masithoh Ummi Nur ‘Alimah | Affiliation unknown | 1 |
| Muhammad Ilham | Institut Agama Islam Negeri Kendari | 1 |
| Vahid Norouzi Larsari | Charles University | 1 |
| Nia Kania | Universitas Majalengka | 1 |
| Kristóf Fenyvesi | University of Jyväskylä | 1 |
| Swasti Maharani | Universitas PGRI Madiun | 1 |
| Amelinda Widyasari | Muhammadiyah University of Surakarta | 1 |
| Yoga Tegar Santosa | Muhammadiyah University of Surakarta | 1 |
| Yulia Maftuhah Hidayati | Muhammadiyah University of Surakarta | 1 |
| Muhammad Ikram | State University of Makassar | 1 |
| Agung Putra Wijaya | Lampung University | 1 |
| Anggit Prabowo | Universitas Ahmad Dahlan | 1 |
| Sunda Ariana | Universitas Bina Darma | 1 |
| Sulaiman Helmi | Universitas Bina Darma | 1 |
| Malik Cahyadin | Sebelas Maret University | 1 |
| Mashal Alqudah | Affiliation unknown | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.