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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) · hlm. 383–386

DOI
10.15294/jcs.v9i2.62216
ISSN
2502-1958, 2962-603X
Terbit
2026-10-07
Penerbit
Universitas Negeri Semarang
Bahasa
eng

Abstrak

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.

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  • State University of Semarang
  • Universitas Airlangga
  • Universitas Halu Oleo
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Rekan penulisOrganisasiArtikel bersama
YL SukestiyarnoAfiliasi tidak diketahui5
Rochmad RochmadAfiliasi tidak diketahui3
Masrukan MasrukanState University of Semarang3
Kartono KartonoUniversitas Airlangga3
Nana Kariada Tri MartutiState University of Semarang2
R Benny RiyantoAfiliasi tidak diketahui2
Kristina WijayantiAfiliasi tidak diketahui2
Mohammad AsikinAfiliasi tidak diketahui2
Nur UtamiAfiliasi tidak diketahui2
Agus PrambudiAfiliasi tidak diketahui2
Emi PujiastutiState University of Semarang2
Sugiman SugimanState University of Semarang2
Amin SuyitnoAfiliasi tidak diketahui2
St. Budi WaluyaAfiliasi tidak diketahui2
Nana Kariada MartutiAfiliasi tidak diketahui1
Margunani MargunaniAfiliasi tidak diketahui1
Rizal Maulana DarmawanAfiliasi tidak diketahui1
Wahid Akhsin Budi Nur SidiqState University of Semarang1
RR. Sri Ratna RahayuAfiliasi tidak diketahui1
Danang Dwi SaputroAfiliasi tidak diketahui1
Yuli Kurniawati Sugiyo PranotoAfiliasi tidak diketahui1
Luluk ElyanaAfiliasi tidak diketahui1
Irawaty IrawatyUniversitas Halu Oleo1
Bagus Dwi PambudiAfiliasi tidak diketahui1
Haryono HaryonoAfiliasi tidak diketahui1
Maskur MaskurAfiliasi tidak diketahui1
Budi PrasetiyoState University of Semarang1
Barokah IsdaryantiState University of Semarang1
Lyna LatifahAfiliasi tidak diketahui1
FafuridaAfiliasi tidak diketahui1
Ani RusilowatiState University of Semarang1
Ellianawati EllianawatiState University of Semarang1
Yuniar SetianiAfiliasi tidak diketahui1
Syukron Ma’munAfiliasi tidak diketahui1
Elisa BR NababanAfiliasi tidak diketahui1
Hasna Idatul FitriAfiliasi tidak diketahui1
Nugraha Ardi SetyawanAfiliasi tidak diketahui1

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Sumber metadata: OAI-PMH (metadata jurnal) https://journal.unnes.ac.id/journals/jcs/oai, pertama di-harvest 6 Nov 2026, terakhir terlihat 6 Nov 2026.
Metadata asli (oai_dc)
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	<dc:title xml:lang="en">The Effectiveness of GeoGebra-Assisted Problem-Based Learning with a Deep Learning Approach on Critical Thinking Skills</dc:title>
	<dc:creator xml:lang="en">Rohani, Aliya</dc:creator>
	<dc:creator xml:lang="en">Hidayah, Isti </dc:creator>
	<dc:creator xml:lang="en">Mulyono</dc:creator>
	<dc:description xml:lang="en">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. </dc:description>
	<dc:publisher xml:lang="en">Universitas Negeri Semarang</dc:publisher>
	<dc:date>2026-10-07</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://journal.unnes.ac.id/journals/jcs/article/view/62216</dc:identifier>
	<dc:identifier>10.15294/jcs.v9i2.62216</dc:identifier>
	<dc:source xml:lang="en">Journal of Creativity Student; Vol. 9 No. 2 (2026); 383-386</dc:source>
	<dc:source>2502-1958</dc:source>
	<dc:source>2962-603X</dc:source>
	<dc:source>10.15294/jcs.v9i2</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://journal.unnes.ac.id/journals/jcs/article/view/62216/10998</dc:relation>
	<dc:rights xml:lang="en">Copyright (c) 2026 Journal of Creativity Student</dc:rights>
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