The Effect of ICT-Integrated Problem-Based Learning on Students’ Mental Models and Self-Efficacy in Science Education
DOI:
10.29303/jppipa.v12i4.14610Published:
2026-04-30Downloads
Abstract
This study examines the effect of Problem Based Learning (PBL) integrated with Information and Communication Technology (ICT) on students' mental models and self-efficacy in elementary school science learning. This study used a quantitative approach with a quasi-experimental nonequivalent control group design. The study population consisted of fourth-grade students in Cluster I, Pariaman Tengah District, in the 2024/2025 academic year, with two classes selected through purposive sampling as the experimental and control groups. Data were collected using a validated mental model test and self-efficacy questionnaire, then analyzed using descriptive and inferential statistics, including prerequisite tests and independent sample t-tests. The results showed that the experimental class obtained a higher mental model post-test score (79.17) than the control class (59.17). Self-efficacy scores increased significantly in the experimental group from 50.54 to 81.08, while the control group only reached 63.75. The results of statistical tests showed a significant difference between groups (p < 0.05). These findings indicate that ICT-integrated PBL is effective in improving students' conceptual understanding and self-confidence, thus becoming a relevant and innovative learning strategy to improve the quality of science learning in elementary schools.
Keywords:
Information and Communication Technology (ICT) Mental models Problem Based Learning Science learning Self-efficacyReferences
Abas, S., Dian Alirahman, A., & Mabrur, H. (2024). Humanizing STEM-Based Learning (Science, Technology, Engineering, and Mathematics) for the Transformation of Islamic Education in the 21st Century. EDUCAN : JURNAL PENDIDIKAN ISLAM , 8(1 SE-Articles), 98–120. https://doi.org/10.21111/educan.v8i1.11429 DOI: https://doi.org/10.21111/educan.v8i1.11429
Abdul, L. (2021). Di era perkembangan teknologi, komunikasi dan informasi yang semakin pesat, pembelajaran jarak jauh di masa pandemi ini dapat terlaksana dengan menggunakan berbagai platform, baik berupa learning management system maupun bentuk video conference Learning. EDUTECH : Jurnal Inovasi Pendidikan Berbantuan Teknologi, 1(1), 11–20. Retrieved from https://shorturl.asia/OTob2 DOI: https://doi.org/10.51878/edutech.v1i1.176
Akib, E., Imran, M. E., Mahtari, S., Mahmud, M. R., Prawiyogy, A. G., Supriatna, I., & Ikhsan, M. T. H. (2020). Study on implementation of integrated curriculum in Indonesia. IJORER: International Journal of Recent Educational Research, 1(1), 39–57. https://doi.org/10.46245/ijorer.v1i1.24 DOI: https://doi.org/10.46245/ijorer.v1i1.24
Andina, R. E., Ridwan, A., & Rahmawati, Y. (2017). Analisis Model Mental Peserta didik Pada Materi Hidrolis Garam di Klaten. Jurnal Riset Pendidikan Kimia, 7(2). Retrieved from https://shorturl.asia/8qVsH DOI: https://doi.org/10.21009/JRPK.072.08
Angglepi, M. S., Sakilah, A. A., & Suwandi, R. (2025). Teori Belajar Konstruktivisme. Jurnal Pendidikan Sosial Dan Humaniora, 4(4 SE-Articles), 7329–7339. Retrieved from https://publisherqu.com/index.php/pediaqu/article/view/3140
Aprianti, Y., Ramdani, I. L. A., Ali, M., Rifki, M., & Utomo, R. B. (2025). Perspektif Teori Konstruktivisme Vygotsky Terhadap Kemampuan Bersosialisasi Siswa Slow Learner Di Sekolah Dasar Inklusi. DWIJA CENDEKIA: Jurnal Riset Pedagogik, 9(1), 135. https://doi.org/10.20961/jdc.v9i1.99167 DOI: https://doi.org/10.20961/jdc.v9i1.99167
Arafah, K., & Palloan, P. (2025). The Influence of Problem Based Learning Model and Learning Interest on Physics Problem Solving Ability of Grade XI High School Students. Jurnal Penelitian Pendidikan IPA, 11(2), 77–83. https://doi.org/10.29303/jppipa.v11i2.9139 DOI: https://doi.org/10.29303/jppipa.v11i2.9139
Arikunto, S. (2013). Prosedur Penelitian: suatu pendekatan praktik. Jakarta: PT Rineka Cipta.
Arikunto, S., & Damayanti, R. (2013). Dasar-dasar Evaluasi Pendidikan (2nd ed.). Bumi Aksara.
Arman, W., Kobandaha, F., & Annas, A. N. (2025). Analisis Literatur : Inovasi Pembelajaran Berbasis Teknologi dan Dampaknya. EDUCAZIONE: Jurnal Multidisiplin, 2(1), 158–168. https://doi.org/10.37985/educazione.v2i1.43
Ayu, M., Erita, Y., & Movitaria, M. A. (2025). Development of Educaplay Learning Media Based on Problem Based Learning in Elementary School Students ’ Science Learning. Jurnal Penelitian Pendidikan IPA, 11(9), 53–62. https://doi.org/10.29303/jppipa.v11i9.11964 DOI: https://doi.org/10.29303/jppipa.v11i9.11964
Azizah, A. N. N., Prafitasari, A. N., & Eurika, N. (2025). Inovasi ICT dalam Pembelajaran Science Interaktif berbantuan Software Lectora Inspire. Bioscientist : Jurnal Ilmiah Biologi, 13(3 SE-Articles), 2335–2348. https://doi.org/10.33394/bioscientist.v13i3.15913 DOI: https://doi.org/10.33394/bioscientist.v13i3.15913
Azzahra, N. T., Islam, U., Sunan, N., Surabaya, A., Nur, S., Ali, L., Yunus, M., & Bakar, A. (2025). Teori Konstruktivisme Dalam Dunia Pembelajaran. Jurnal Ilmiah Research Student, 2(2), 64–75. https://doi.org/10.61722/jirs.v2i2.4762
Damayanti, S., Rahmatan, H., Ulfa, A., Pada, T., & Nurmaliah, C. (2026). The Influence of the Problem Based Learning (PBL) Model with a Metacognitive Approach on Self-Regulated Learning (SRL) and Learning Outcomes. Jurnal Penelitian Pendidik IPA, 12(3), 385–390. https://doi.org/10.29303/jppipa.v12i3.14155 DOI: https://doi.org/10.29303/jppipa.v12i3.14155
Elvistoni, M. A., & Ardiansyah, A. S. (2024). Upaya Mengembangkan Kemampuan Berpikir Kreatif Matematis melalui E-Modul Interaktif Terintegrasi CBL-STEM Context Berbantuan Wordwall. SANTIKA : Seminar Nasional Tadris Matematika, 4(SE-article), 127–143. Retrieved from https://proceeding.uingusdur.ac.id/index.php/santika/article/view/santika42410
Febrina, E., & Mukhidin. (2019). Metakognitif sebagai Keterampilan Berfikir Tingkat Tinggi pada Pembelajaran Abad 21. Jurnal Ilmu Pendidikan Dan Pengajaran, 6(1), 25–32. Retrieved from https://ejournal.upi.edu/index.php/edusentris/article/view/73844
Furkan, I. M., & Yanti, F. (2023). Implementation of 21st Century Learning through the Development of ICT-Assisted Learning Media in Elementary School. Universe, 4(1), 118–126. https://doi.org/10.24036/universe.v4i1.675 DOI: https://doi.org/10.24036/universe.v4i1.675
Hake. (1999). Analyzing charge Gain scores. America Educatioanl Research Association’s Division, Measurrement and Research Methodology. Retrieved from https://web.physics.indiana.edu/sdi/AnalyzingChange-Gain.pdf
Haki, U., Prahastiwi, E., & Selatan, U. T. (2024). Strategi Pengumpulan dan Analisis Data dalam Penelitian Kualitatif Pendidikan. Jurnal Inovasi Dan Teknologi Pendidikan. https://doi.org/10.46306/jurinotep.v3i1.67 DOI: https://doi.org/10.46306/jurinotep.v3i1.67
Harfiani, R., & Setiawan, H. R. (2019). Efektivitas Sistem Pembelajaran Daring pada Bidang Studi Pendidikan Agama Islam di SMP Muhammadiyah 47 Sunggal. Jurnal Intiqad, 11, 135–154. https://doi.org/10.30868/ei.v10i001.1665 DOI: https://doi.org/10.30596/intiqad.v11i1.2041
Iftitah, N., Arsyad, M., & Palloan, P. (2023). The Influence of the Problem Based Learning Model and Self Efficacy on the Creative Thinking Ability of Class XI MIPA Students. Jurnal Penelitian Pendidik IPA, 9(12), 10808–10815. https://doi.org/10.29303/jppipa.v9i12.4734 DOI: https://doi.org/10.29303/jppipa.v9i12.4734
Jamaludin, J., Kakaly, S., & Batlolona, J. R. (2022). Critical thinking skills and concepts mastery on the topic of temperature and heat. Journal of Education and Learning (EduLearn), 16(1), 51–57. https://doi.org/10.11591/edulearn.v16i1.20344 DOI: https://doi.org/10.11591/edulearn.v16i1.20344
Kurniati, N., & Arafah, A. A. (2025). Pengaruh Model Challenge-Based Learning Berbantuan GeoGebra terhadap Kemampuan Berpikir Kritis dalam Menganalisis Informasi Siswa Sekolah Dasar. Bima Journal of Elementary Education, 3(1 SE-Articles), 36–45. https://doi.org/10.37630/bijee.v3i1.2667 DOI: https://doi.org/10.37630/bijee.v3i1.2667
Kusnandar, A., Mirza, I., & Azpar, A. (2025). Eksplorasi Implementasi Problem-Based Learning (PBL) Dalam Meningkatkan Keterampilan Berpikir Kritis Siswa. Islamic Management: Jurnal Manajemen Pendidikan Islam, 8(02 SE-Artikel). https://doi.org/10.30868/im.v8i02.8703 DOI: https://doi.org/10.37150/28e93g92
Mashudi, M. (2021). Pembelajaran Modern: Membekali Peserta Didik Keterampilan Abad Ke-21. Al-Mudarris (Jurnal Ilmiah Pendidikan Islam), 4(1), 93–114. https://doi.org/10.23971/mdr.v4i1.3187 DOI: https://doi.org/10.23971/mdr.v4i1.3187
Mayer. (2021). The Cambridge handbook of multimedia learning (3rd ed.). Cambridge University Press. DOI: https://doi.org/10.1017/9781108894333.003
Megawati, M., & Sofiroh, M. (2025). Transformasi Pembelajaran Abad Ke-21 Di Sekolah Dasar: Integrasi Literasi Digital Dalam Kurikulum Merdeka. JOURNAL OF EDUCATION FOR ALL, 3(2 SE-), 102–111. https://doi.org/10.61692/edufa.v3i2.314 DOI: https://doi.org/10.61692/edufa.v3i2.314
Mella, B., Wulandari, I. G. A. A., & Wiarta, I. W. (2022). Bahan Ajar Digital Interaktif Berbasis Problem Based Learning Materi Keragaman Budaya. Jurnal Penelitian Dan Pengembangan Pendidikan, 6(1), 127–136. https://doi.org/10.23887/jppp.v6i1.46368 DOI: https://doi.org/10.23887/jppp.v6i1.46368
Miaz, Y., Fitria, Y., & Zen, Z. (2023). Problem-Based Learning Model and Motivation on Students’ Critical Thinking Ability in Natural and Social Science Learning. Indonesian Research Journal in Education, 7(2), 502–517. https://doi.org/10.22437/irje.v7i2.31616
Mufit, F., Aldilla, E., Ulfa, J., & Rahmi, Y. (2025). Meta-Analysis of the Effect of Applying the Problem Based Learning ( PBL ) Model on Science and Physics Learning on Students ’ High Order Thinking Skills ( HOTS ). 11(2), 406–414. https://doi.org/10.29303/jppipa.v11i2.4371 DOI: https://doi.org/10.29303/jppipa.v11i2.4371
Mustakim, Z., Chamdani, M., & Mahmudah, U. (2019). Comparison of efficiency school performance between natural and social sciences: A bootstrapping data envelopment analysis. Cakrawala Pendidikan, 38(2), 34–46. https://doi.org/10.21831/cp.v38i2.22837 DOI: https://doi.org/10.21831/cp.v38i2.22837
Nurazizah, Z., Mubarok, A. S., & Herawan, E. (2025). Deep Learning with Project-Based Learning (PjBL) Model for Student Creativity. Pedagogia: Jurnal Pendidikan, 14(2). https://doi.org/10.21070/pedagogia.v14i2.1957 DOI: https://doi.org/10.21070/pedagogia.v14i2.1957
Nurjannah, N. (2022). Pengaruh Model Pembelajaran Terpadu Tipe Connected Berbantuan Media Gambar Terhadap Hasil Belajar IPA. JPPSD:Jurnal Pendidikan Dan Pembelajaran Sekolah Dasar, 1(4), 201. https://doi.org/10.26858/pjppsd.v2i2.32348 DOI: https://doi.org/10.26858/pjppsd.v2i2.32348
Pratama, A. M., & Sari, Y. I. (2026). Implementasi Model Problem-Based Learning (PBL) untuk Meningkatkan Berpikir Kritis Siswa: Studi Kasus SMA Ma’arif Lawang. Jurnal Ilmu Pendidikan, Sosial Dan Humaniora, 2(1 SE-Artikel), 66–74. https://doi.org/10.58472/jipsh.v2i1.187
Puspita, R. D., Nugraha, T., Nurfurqon, F. F., & Mahardika, S. N. (2024). Survey of Teachers’ Learning Resource Needs for “Projek Penguatan Profil Pelajar Pancasila (P5)” in Elementary School. International Conference on Teaching, Learning and Technology (ICTLT 2023), 4(2), 59–66. https://doi.org/10.2991/978-2-38476-206-4_8 DOI: https://doi.org/10.2991/978-2-38476-206-4_8
Putra, A. P., Hidayatulloh, R., Fauzan, H. A., & Fami, A. (2023). Pengaruh Media Pembelajaran Berbasis AR terhadap Kepercayaan Diri dan Motivasi Belajar Mahasiswa. Judikatif: Jurnal Desain Komunikasi Kreatif, 5(2 SE-Articles), 115–118. https://doi.org/10.35134/judikatif.v5i2.151 DOI: https://doi.org/10.35134/judikatif.v5i2.151
Putri, R. N., Zainil, M., & Karneli, Y. (2025). The Influence of Problem Based Learning Model on Problem Solving Ability and Student Learning Motivation in Grade V Elementary School. Jurnal Penelitian Pendidik IPA, 11(8), 609–616. https://doi.org/10.29303/jppipa.v11i8.11823 DOI: https://doi.org/10.29303/jppipa.v11i8.11823
Ramadhan, R. S., Wirdani, R. R., Delpina, H., Nelwati, S., Islam, U., Imam, N., Padang, B., & Padang, K. (2025). Pendidikan Di Era Teknologi Informasi Dan Komunikasi. Jurnal Media Akademik (JMA), 3(1).
Rampisela, T. (2025). Peran dukungan orang tua dan self-efficacy dalam meningkatkan motivasi belajar peserta didik. Netizen: Journal of Society And Bussiness, 1(12), 740–748. Retrieved from http://languar.net/index.php/NETIZEN/article/view/495
Sadiah, R. L., & Ali, M. S. (2025). The Influence of Problem-Based Learning Models and Attitudes in Physics on Students ’ Physics Problem-Solving Abilities. Jurnal Penelitian Pendidikan IPA, 11(2), 153–163. https://doi.org/10.29303/jppipa.v11i2.7277 DOI: https://doi.org/10.29303/jppipa.v11i2.7277
Sape, H., Sambara, P. M., & others. (2024). Penggunaan E-Modul Interaktif dalam Meningkatkan Kemampuan Literasi Siswa. Jurnal Pendidikan Dan Pembelajaran, 4(2), 101–106. https://doi.org/10.62388/jpdp.v4i2.522 DOI: https://doi.org/10.62388/jpdp.v4i2.522
Suarlin, Sukawati, H., Hardiyanti Arhas, S., & MY, N. (2025). Respon Guru terhadap Platform Merdeka Mengajar dalam Digitalisasi Pendidikan di Kabupaten Gowa: Penelitian. Jurnal Pengabdian Masyarakat Dan Riset Pendidikan, 3(4 SE-Articles), 3306–3315. https://doi.org/10.31004/jerkin.v3i4.928 DOI: https://doi.org/10.31004/jerkin.v3i4.928
Sugiyono. (2013). Metode Penelitian Kuantitatif Kualitatif Dan R&D. Bandung: Alfabeta.
Sugiyono. (2017). Metode Penelitian Kualitatif dan R&D. Bandung: Alfabeta.
Suharlan, L. S., Arsyad, M., & Palloan, P. (2023). The Influence of Problem Based Learning and Self Directed Learning Models on Students’ Problem Solving Abilites. Jurnal Penelitian Pendidikan IPA, 9(12), 11386–11393. https://doi.org/10.29303/jppipa.v9i12.4730 DOI: https://doi.org/10.29303/jppipa.v9i12.4730
Sukmawati, N. I., Ika, N., & Rakhmawati, S. (2023). Pengaruh Pembelajaran Steam (Science, Technology, Engineering, Art, And Mathematic) Untuk Meningkatkan Keterampilan Berpikir Tingkat Tinggi (Critical Thinking And Problem Solving) Pada Anak Usia Dini. Concept: Journal of Social Humanities and Education, 2(1), 127–141. Retrieved from https://elibrary.ru/ip_restricted.asp?rpage=https%3A%2F%2Felibrary.ru%2Fitem.asp%3Fid%3D74272558 DOI: https://doi.org/10.55606/concept.v2i1.238
Supriati, S., Karyadinata, R., & Chusni, M. M. (2025). Efektivitas Pembelajaran STEM Pada IOT Smart Proyek Hemat Energi Untuk Meningkatkan Hasil Belajar Siswa Kelas. CAHAYA: Journal of Research on Science Education, 3(2 SE-Articles), 86–95. https://doi.org/10.70115/cahaya.v3i2.341 DOI: https://doi.org/10.70115/cahaya.v3i2.341
Utami, P. R., Rahmawati, L., & Noktaria, M. (2025). Pengembangan Kompetensi Dan Soft Skill Dalam Implementasi Kurikulum Merdeka : Tinjauan Literatur. MANAJERIAL : Jurnal Inovasi Manajemen Dan Supervisi Pendidikan, 5(1), 55–65. https://doi.org/10.51878/manajerial.v5i1.4734 DOI: https://doi.org/10.51878/manajerial.v5i1.4734
Wariani, T., Naen, A. B., Hayon, V. H. B., Tangi, H., Rosinda, Y., & Moreira, I. X. (2026). Outcome Analysis of Project-Based Training on Book Chapter Writing for Elementary School Teachers. Jurnal Penelitian Pendidikan IPA, 12(3), 1–11. https://doi.org/10.29303/jppipa.v12i3.14373 DOI: https://doi.org/10.29303/jppipa.v12i3.14373
Wulandari, R., & Novita, D. (2018). Pengembangan Lembar Kerja Peserta Didik (LKPD) Berbasis Project Based Learning Pada Materi Asam Basa Untuk Melatihkan Keterampilan Berpikir Kritis. Unesa Journal of Chemical Education, 7(2), 129–135. Retrieved from https://jurnalmahasiswa.unesa.ac.id/index.php/journal-of-chemical-education/article/view/23880
License
Copyright (c) 2026 Rahmi Hanifah, Yanti Fitria

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with Jurnal Penelitian Pendidikan IPA, agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution 4.0 International License (CC-BY License). This license allows authors to use all articles, data sets, graphics, and appendices in data mining applications, search engines, web sites, blogs, and other platforms by providing an appropriate reference. The journal allows the author(s) to hold the copyright without restrictions and will retain publishing rights without restrictions.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in Jurnal Penelitian Pendidikan IPA.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).






