The Effect of Problem-Based Learning (PBL) through a Deep Learning Approach on Cognitive Learning Outcomes in Science and Social Studies (IPAS) at Elementary School

Authors

  • Putri Ferinda Universitas Mulawarman
  • Mustamiroh Mustamiroh Universitas Mulawarman
  • Taufik Hidayat Universitas Mulawarman
  • Iksam Iksam Universitas Mulawarman

DOI:

https://doi.org/10.51276/edu.v7i2.1653

Keywords:

Cognitive achievement , Deep learning , Problem-Based learning , Science and Social Studies

Abstract

The low optimization of science and social studies (IPAS) learning outcomes in elementary schools indicates the need for more meaningful and contextual learning models. This study aimed to analyze the effect of the Problem-Based Learning (PBL) model, using a Deep Learning approach, on fourth-grade students' cognitive learning outcomes. A quantitative, quasi-experimental design was employed. The research subjects comprised 54 students, divided into experimental and control groups. Data were collected using validated and reliable pretest and posttest instruments and analyzed using descriptive statistics, normality and homogeneity tests, N-Gain calculations, and an Independent Samples t-test. The results showed that the experimental class mean score increased from 42.41 to 66.39, while the control class improved from 45.00 to 63.15. The N-Gain score of 0.29 was categorized as low to moderate. Hypothesis testing yielded a p-value of 0.498 (>0.05), indicating no significant difference between the groups. However, the Deep Learning-based PBL model demonstrated a tendency to improve cognitive learning outcomes and has potential for sustainable classroom implementation.

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Author Biographies

Putri Ferinda, Universitas Mulawarman

She was born in Kutai Kartanegara on 15 February 2004. A student who is currently pursuing a Bachelor's degree in Elementary School Teacher Education at Mulawaran University

Mustamiroh Mustamiroh, Universitas Mulawarman

She was born in Samarinda on 24 July 1988. She is a lecturer at Mulawarman University. She earned both her bachelor's and master's degrees from Mulawarman University.

Taufik Hidayat, Universitas Mulawarman

He was born in Berau on 12 November 1974. He is a lecturer at Mulawarman University. The Bachelor's degree was earned in 2006 from Omdurman Islamic University (B.A.), followed by a Master's degree in 2012 from the International University of Africa (M.A.). The doctoral degree was completed in 2021 at the University of the Holy Qur'an and Islamic Science. Artinya dalam bahasa Indonesia.

Iksam Iksam, Universitas Mulawarman

He was born in Nganjuk on 20 August 1961. He is a lecturer at Mulawarman University. He earned both his bachelor's and master's degrees from Mulawarman University.

References

Aini, Q., & Utomo, S. (2019). Pengaruh Model Problem Based Learning terhadap Kemampuan Berpikir Kritis Siswa Sekolah Dasar. Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan, 4(8), 1085–1090.

Albina, A., Isnaini, I., & Sari, M. (2022). Implementasi Pembelajaran Bermakna dalam Kurikulum Merdeka di Sekolah Dasar. Jurnal Basicedu, 6(4), 7123–7132.

Amalia, S., Fauzi, A., Putra, D., & Hidayat, R. (2025). Penerapan Pendekatan Deep Learning untuk Meningkatkan Keterlibatan Kognitif Siswa. Jurnal Riset Pendidikan Dasar, 2(1), 45–58.

Belland, B. R., Walker, A. E., Olsen, M. W., & Leary, H. (2015). A Pilot Meta-Analysis of Computer-Based Scaffolding in STEM Education. Educational Technology & Society, 18(1), 183–197.

Biggs, J. (1996). Enhancing Teaching through Constructive Alignment. Higher Education, 32(3), 347–364. https://doi.org/10.1007/BF00138871

Biggs, J., & Tang, C. (2011). Teaching for Quality Learning At University (4th ed.). Open University Press

Bransford, J. D., Brown, A. L., & Cocking, R. R. (Eds.). (2000). How People Learn: Brain, Mind, Experience, and School. National Academy Press.

Dochy, F., Segers, M., Van den Bossche, P., & Gijbels, D. (2003). Effects of Problem-Based Learning: A Meta-Analysis. Learning and Instruction, 13(5), 533–568. https://doi.org/10.1016/S0959-4752(02)00025-7

Entwistle, N., & Ramsden, P. (1983). Understanding Student Learning. Croom Helm.

Fitriani, R. (2021). Peran Pendidikan Dasar dalam Mengembangkan Keterampilan Berpikir Kritis Siswa. Jurnal Pendidikan Dasar, 12(1), 45–56.

Gijbels, D., Dochy, F., Van den Bossche, P., & Segers, M. (2005). Effects of Problem-Based Learning: A Meta-Analysis from the Angle of Assessment. Review of Educational Research, 75(1), 27–61. https://doi.org/10.3102/00346543075001027

Hanifah, H., & Supriatna, E. (2022). Tantangan Guru dalam Implementasi Kurikulum Merdeka pada Mata Pelajaran IPAS di Sekolah Dasar. Jurnal Basicedu, 6(5), 8234–8243.

Hmelo-Silver, C. E. (2004). Problem-Based Learning: What and How Do Students Learn? Educational Psychology Review, 16(3), 235–266. https://doi.org/10.1023/B:EDPR.0000034022.16470.f3

Hmelo-Silver, C. E., Duncan, R. G., & Chinn, C. A. (2007). Scaffolding and Achievement in Problem-Based and Inquiry Learning. Educational Psychologist, 42(2), 99–107. https://doi.org/10.1080/00461520701263368

Husna, N., & Munfarichah, I. D. (2024). Analisis Dominasi Pembelajaran Berpusat pada Guru di Sekolah Dasar. Jurnal Pendidikan Sekolah Dasar, 10(1), 23–34.

Jannati, N. P., Megawati, F., & Guswita, R. (2025). Strategi Pembelajaran Inovatif IPAS untuk Meningkatkan Hasil Belajar Siswa Sekolah Dasar. Jurnal Pendidikan Dasar Nusantara, 1(1), 10–22.

Kirschner, P. A., Sweller, J., & Clark, R. E. (2006). Why Minimal Guidance during Instruction Does Not Work: An Analysis of Constructivist, Discovery, Problem-Based, Experiential, and Inquiry-Based Teaching. Educational Psychologist, 41(2), 75–86. https://doi.org/10.1207/s15326985ep4102_1

Latif, A., & Sriyati, S. (2020). Implementasi Deep Learning dalam Pembelajaran IPA Abad 21. Jurnal Ilmiah Pendidikan Fisika Al-Biruni, 9(1), 1–13.

Loyens, S. M. M., Magda, J., & Rikers, R. M. J. P. (2008). Self-Directed Learning in Problem-Based Learning and Its Relationships with Self-Regulated Learning. Educational Psychology Review, 20(4), 411–427. https://doi.org/10.1007/s10648-008-9082-7

Marton, F., & Säljö, R. (1976). On Qualitative Differences in Learning: Outcome and Process. British Journal of Educational Psychology, 46(1), 4–11. https://doi.org/10.1111/j.2044-8279.1976.tb02980.x

Nugraha, A. J., Supriadi, U., & Firmansyah, D. (2023). Pengembangan Keterampilan Abad 21 dalam Pembelajaran Pendidikan Dasar. Jurnal Ilmiah Pendidikan Dasar, 8(2), 112–124.

Pratiwi, I. D., & Laksmiwati, H. (2021). Penguatan Profil Pelajar Pancasila melalui Pembelajaran IPAS Berbasis Proyek. Jurnal Pendidikan Indonesia, 6(3), 245–256.

Prince, M. (2004). Does Active Learning Work? A Review of the Research. Journal of Engineering Education, 93(3), 223–231. https://doi.org/10.1002/j.2168-9830.2004.tb00809.x

Prosser, M., & Trigwell, K. (1999). Understanding Learning and Teaching: The Experience in Higher Education. Open University Press.

Sagita, E., Amalia, V., & Dwishiera, N. (2023). Studi Literatur: Model Problem Based Learning dalam Pembelajaran IPA di Sekolah Dasar. Jurnal Pendidikan Guru Sekolah Dasar, 1(2), 14–22. https://doi.org/10.47134/pgsd.v1i2.242

Sarie, F. N. (2022). Implementasi Pembelajaran Berdiferensiasi dengan Model Problem Based Learning pada Siswa Sekolah Dasar Kelas VI. Tunas Nusantara, 4(2), 492–498. https://doi.org/10.34001/jtn.v4i2.3782

Savery, J. R. (2006). Overview of Problem-Based Learning: Definitions and Distinctions. Interdisciplinary Journal of Problem-Based Learning, 1(1), 9–20. https://doi.org/10.7771/1541-5015.1002

Schmidt, H. G., Rotgans, J. I., & Yew, E. H. J. (2011). The Process of Problem-Based Learning: What Works and Why. Medical Education, 45(8), 792–806. https://doi.org/10.1111/j.1365-2923.2011.04035.x

Sitompul, N., Harahap, M., & Simanjuntak, B. (2025). Pengaruh Strategi Deep Learning terhadap Penguasaan Konsep Siswa Sekolah Dasar. Jurnal Educatio, 11(1), 55–67.

Strobel, J., & van Barneveld, A. (2009). When Is PBL More Effective? A Meta-Synthesis of Meta-Analyses Comparing PBL to Conventional Classrooms. Interdisciplinary Journal of Problem-Based Learning, 3(1), 44–58. https://doi.org/10.7771/1541-5015.1046

Suhelayanti, Z., & Rahmawati, D. (2023). Implementasi Mata Pelajaran IPAS dalam Kurikulum Merdeka di Sekolah Dasar. Jurnal Inovasi Kurikulum, 19(2), 88–99.

Surya, M., & Putri, D. H. (2022). Analisis Penerapan Model Pembelajaran Berbasis Masalah pada Kurikulum Merdeka. Jurnal Ilmu Pendidikan, 28(1), 34–42.

Suwandi, R. P., & Sulastri. (2024). Inovasi Pendidikan dengan Menggunakan Model Deep Learning di Indonesia. Jurnal Pendidikan Kewarganegaraan dan Politik, 2(2), 69–77. https://doi.org/10.61476/186hvh28

Sweller, J., Ayres, P., & Kalyuga, S. (2011). Cognitive Load Theory. Springer. https://doi.org/10.1007/978-1-4419-8126-4

Wahyudi, W., & Budiyanto, C. W. (2018). Penerapan Pendekatan Deep Learning untuk Meningkatkan Hasil Belajar Siswa Sekolah Dasar. Jurnal Pendidikan Dasar, 9(2), 115–124.

Walker, A., & Leary, H. (2009). A Problem Based Learning Meta-Analysis. Interdisciplinary Journal of Problem-Based Learning, 3(1), 12–43. https://doi.org/10.7771/1541-5015.1061

Warman, Y., Kusuma, A., & Sari, P. (2025). Deep Learning dan Motivasi Intrinsik dalam Pembelajaran Kontekstual. Jurnal Psikologi Pendidikan, 3(1), 77–89.

Wirabumi, H. (2020). Dampak Pembelajaran Pasif terhadap Hasil Belajar Siswa di Sekolah Dasar. Jurnal Pendidikan Indonesia, 5(3), 201–215.

Yunita, D., & Maisyaroh, M. (2021). Efektivitas Problem Based Learning terhadap Hasil Belajar Siswa di Sekolah Dasar. Jurnal Kependidikan, 7(2), 345–356.

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Published

2026-02-28

How to Cite

Ferinda, P., Mustamiroh, M., Hidayat, T., & Iksam, I. (2026). The Effect of Problem-Based Learning (PBL) through a Deep Learning Approach on Cognitive Learning Outcomes in Science and Social Studies (IPAS) at Elementary School. Edunesia : Jurnal Ilmiah Pendidikan, 7(2), 982–996. https://doi.org/10.51276/edu.v7i2.1653

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