Journal
The Effectiveness of GeoGebra-Assisted Problem-Based Learning with a Deep Learning Approach on Critical Thinking Skills
Journal of Creativity Student · Vol. 9 No. 2 (2026) · pp. 383–386
- ISSN
- 2502-1958, 2962-603X
- Published
- 2026-10-07
- Publisher
- Universitas Negeri Semarang
- Language
- eng
Abstract
Critical thinking is a higher-order thinking skill that needs to be developed in mathematics education. However, students' proficiency in this area remains relatively low. This study aims to analyze the effectiveness of Problem-Based Learning (PBL) integrated with a GeoGebra-assisted deep learning approach on students' critical thinking skills. This research employed a quantitative method with a pretest-posttest control group design. The sample comprised two eighth-grade classes at SMP Negeri 41 Semarang, selected through a cluster random sampling technique, consisting of an experimental group of 32 students and a control group of 32 students. The experimental group was subjected to PBL with a GeoGebra-assisted deep learning approach, whereas the control group received standard PBL instruction. Data were collected using a critical thinking skills test that had met the validity and reliability criteria. The data were subsequently analyzed using a classical mastery test, an independent sample t-test (test of two means), and a test of two proportions. The results indicated that the experimental class achieved classical learning mastery, demonstrated a higher average in critical thinking skills, and showed a greater proportion of mastery compared to the control class. Consequently, the application of PBL combined with a GeoGebra-assisted deep learning approach is effective in enhancing students' critical thinking skills and can serve as an innovative alternative strategy in mathematics instruction.
Collaboration network of the authors
40 authors · 106 co-authorship links · 8 across different organisations · showing the 40 most connected
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- State University of Semarang
- Goethe University Frankfurt
- Universitas Airlangga
- Universitas Bhayangkara Surabaya
- 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 |
|---|---|---|
| YL Sukestiyarno | Affiliation unknown | 5 |
| Rochmad Rochmad | Affiliation unknown | 3 |
| Masrukan Masrukan | State University of Semarang | 3 |
| Kartono Kartono | Universitas Airlangga | 3 |
| Emi Pujiastuti | State University of Semarang | 3 |
| Nana Kariada Tri Martuti | State University of Semarang | 2 |
| R Benny Riyanto | Affiliation unknown | 2 |
| Kristina Wijayanti | Affiliation unknown | 2 |
| Mohammad Asikin | Affiliation unknown | 2 |
| Nur Utami | Affiliation unknown | 2 |
| Agus Prambudi | Affiliation unknown | 2 |
| Amin Suyitno | Affiliation unknown | 2 |
| Sugiman Sugiman | Affiliation unknown | 2 |
| St. Budi Waluya | Affiliation unknown | 2 |
| Adi Nur Cahyono | State University of Semarang | 1 |
| Simone Jablonski | Goethe University Frankfurt | 1 |
| Masrukan | State University of Semarang | 1 |
| Matthias Ludwig | Goethe University Frankfurt | 1 |
| Deng-Xin Ken Oehler | Goethe University Frankfurt | 1 |
| Rizal Maulana Darmawan | Affiliation unknown | 1 |
| Wahid Akhsin Budi Nur Sidiq | State University of Semarang | 1 |
| RR. Sri Ratna Rahayu | Affiliation unknown | 1 |
| Danang Dwi Saputro | Affiliation unknown | 1 |
| Yuli Kurniawati Sugiyo Pranoto | Affiliation unknown | 1 |
| Luluk Elyana | Affiliation unknown | 1 |
| Bagus Dwi Pambudi | Affiliation unknown | 1 |
| Irawaty Irawaty | Affiliation unknown | 1 |
| Haryono Haryono | Universitas Bhayangkara Surabaya | 1 |
| Maskur Maskur | Affiliation unknown | 1 |
| Budi Prasetiyo | State University of Semarang | 1 |
| Barokah Isdaryanti | State University of Semarang | 1 |
| Lyna Latifah | Affiliation unknown | 1 |
| Fafurida | Affiliation unknown | 1 |
| Ani Rusilowati | State University of Semarang | 1 |
| Ellianawati Ellianawati | State University of Semarang | 1 |
| Yuniar Setiani | Affiliation unknown | 1 |
| Syukron Ma’mun | 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.