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Exploration of the Implementation of Deep Learning Approach in Teaching Mathematics in Secondary Schools

Unnes Journal of Mathematics Education · Vol. 14 No. 2 (2025) · hlm. 98–105

DOI
10.15294/ujme.v14i2.27374
ISSN
2460-5840, 2252-6927
Terbit
2025-08-31
Penerbit
Universitas Negeri Semarang
Bahasa
eng

Abstrak

This study explored how mathematics teachers interpret and implement deep learning approaches in classroom instruction and the challenges they encounter. Using a qualitative case study design, data were collected from five teachers through an open-ended online questionnaire and two in-depth interviews. Thematic analysis was conducted following the Miles, Huberman, and Saldaña framework. The findings revealed that teachers view deep learning as a student-centered approach that emphasizes conceptual understanding, critical thinking, and emotional engagement. Teachers employ various strategies such as group discussions, problem-based learning, contextual problem solving, discovery learning, open-ended math projects, game-based assessments, and the CORE model. However, challenges arose in tailoring strategies to meet diverse student needs, managing time constraints, and dealing with limited infrastructure. The study concludes that, although teachers value deep learning, its effective classroom application depends on stronger institutional support and flexible pedagogical models. These findings offer practical insights into how deep learning is interpreted and practiced in Indonesian mathematics classrooms.

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  • Sunan Gunung Djati State Islamic University Bandung
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Rekan penulisOrganisasiArtikel bersama
Riva Lesta ArianySunan Gunung Djati State Islamic University Bandung2
Rahayu KariadinataSunan Gunung Djati State Islamic University Bandung2
Ridha AbdullahSunan Gunung Djati State Islamic University Bandung2
Asep JihadSunan Gunung Djati State Islamic University Bandung2
Iyon MaryonoSunan Gunung Djati State Islamic University Bandung2
Sergii SharovAfiliasi tidak diketahui1
M. PasqaAfiliasi tidak diketahui1
Hazar MalikAfiliasi tidak diketahui1
Pariz Hudal Mutakin HudalSunan Gunung Djati State Islamic University Bandung1
Ratna Sari RatnaSunan Gunung Djati State Islamic University Bandung1
Risma NurilhamiSunan Gunung Djati State Islamic University Bandung1
E SusilawatiAfiliasi tidak diketahui1
Agus Hikmat SyafSunan Gunung Djati State Islamic University Bandung1
Juariah JuariahSunan Gunung Djati State Islamic University Bandung1
Rozadira HaqiSunan Gunung Djati State Islamic University Bandung1
Agus SuhendraSunan Gunung Djati State Islamic University Bandung1
Nunung SobarningsihSunan Gunung Djati State Islamic University Bandung1
Ahmad ZahidAfiliasi tidak diketahui1
Dadang ApandiSunan Gunung Djati State Islamic University Bandung1
Titin FatimahSunan Gunung Djati State Islamic University Bandung1
Yayu Nurhayati RahayuSunan Gunung Djati State Islamic University Bandung1
Ida RosyidahSunan Gunung Djati State Islamic University Bandung1
Kartika DewiSunan Gunung Djati State Islamic University Bandung1
M N AbdullahSunan Gunung Djati State Islamic University Bandung1
Silvi PriandiniSunan Gunung Djati State Islamic University Bandung1
Silvy Aulia WahyuniSunan Gunung Djati State Islamic University Bandung1
Neneng WindayaniSunan Gunung Djati State Islamic University Bandung1
Lusy FajarwatiSunan Gunung Djati State Islamic University Bandung1

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Sumber metadata: OAI-PMH (metadata jurnal) https://journal.unnes.ac.id/journals/ujme/oai, pertama di-harvest 6 Nov 2026, terakhir terlihat 8 Nov 2026.
Metadata asli (oai_dc)
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	<dc:title xml:lang="en">Exploration of the Implementation of Deep Learning Approach in Teaching Mathematics in Secondary Schools</dc:title>
	<dc:creator xml:lang="en">Pujawati, Fitria</dc:creator>
	<dc:creator xml:lang="en">Azkia, M. Naufal </dc:creator>
	<dc:creator xml:lang="en">Susilawati, Wati </dc:creator>
	<dc:subject xml:lang="en">Deep learning</dc:subject>
	<dc:subject xml:lang="en">mathematics education</dc:subject>
	<dc:subject xml:lang="en">teacher perception</dc:subject>
	<dc:subject xml:lang="en">instructional strategy</dc:subject>
	<dc:subject xml:lang="en">implementation challenges</dc:subject>
	<dc:description xml:lang="en">This study explored how mathematics teachers interpret and implement deep learning approaches in classroom instruction and the challenges they encounter. Using a qualitative case study design, data were collected from five teachers through an open-ended online questionnaire and two in-depth interviews. Thematic analysis was conducted following the Miles, Huberman, and Saldaña framework. The findings revealed that teachers view deep learning as a student-centered approach that emphasizes conceptual understanding, critical thinking, and emotional engagement. Teachers employ various strategies such as group discussions, problem-based learning, contextual problem solving, discovery learning, open-ended math projects, game-based assessments, and the CORE model. However, challenges arose in tailoring strategies to meet diverse student needs, managing time constraints, and dealing with limited infrastructure. The study concludes that, although teachers value deep learning, its effective classroom application depends on stronger institutional support and flexible pedagogical models. These findings offer practical insights into how deep learning is interpreted and practiced in Indonesian mathematics classrooms.</dc:description>
	<dc:publisher xml:lang="en">Universitas Negeri Semarang</dc:publisher>
	<dc:date>2025-08-31</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:type xml:lang="en">Peer-reviewed Article</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://journal.unnes.ac.id/journals/ujme/article/view/27374</dc:identifier>
	<dc:identifier>10.15294/ujme.v14i2.27374</dc:identifier>
	<dc:source xml:lang="en">Unnes Journal of Mathematics Education; Vol. 14 No. 2 (2025): Reguler Issue; 98-105</dc:source>
	<dc:source>2460-5840</dc:source>
	<dc:source>2252-6927</dc:source>
	<dc:source>10.15294/ujme.v14i2</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://journal.unnes.ac.id/journals/ujme/article/view/27374/5962</dc:relation>
	<dc:rights xml:lang="en">Copyright (c) 2025 Unnes Journal of Mathematics Education</dc:rights>
</oai_dc:dc>