Research article

Fostering students' critical thinking through STEM project-based learning: Designing earthquake-resistant buildings


  • Published: 12 March 2026
  • Critical thinking is a key component of the 4Cs skills required to navigate the challenges of the twenty-first century. However, Indonesian students' critical thinking performance remains below the international average, as indicated by the PISA results. This study explored the influence of STEM-based project learning (PjBL) activities on junior high school students' critical thinking skills, particularly in lessons related to earthquakes. A quantitative methodology was adopted, employing a quasi-experimental nonequivalent control group design that included pretest and posttest measures. The experimental group received instructions through STEM PjBL, whereas the control group was taught via conventional learning. A total of 102 eighth-grade students from a public junior high school in Bandung, Indonesia, took part in this study, with 51 students assigned to the experimental group and 51 to the control group. Data were collected via an essay test comprising eight open-ended questions designed to measure critical thinking skills following the criteria by Ennis. The results revealed a significant difference in critical thinking improvement between the two groups. The N-gain value of the experimental group (0.6) was higher than that of the control group (0.4), suggesting a greater improvement in learning outcomes. These findings suggest that compared with conventional instruction, STEM PjBL provides more supportive learning conditions for developing students' critical thinking skills in earthquake-related science topics.

    Citation: Isti Setiasih, Nanang Winarno, Eka Cahya Prima, Fairus Qamila, Rohim Aminullah Firdaus, Nur Jahan Ahmad. Fostering students' critical thinking through STEM project-based learning: Designing earthquake-resistant buildings[J]. STEM Education, 2026, 6(2): 284-306. doi: 10.3934/steme.2026012

    Related Papers:

  • Critical thinking is a key component of the 4Cs skills required to navigate the challenges of the twenty-first century. However, Indonesian students' critical thinking performance remains below the international average, as indicated by the PISA results. This study explored the influence of STEM-based project learning (PjBL) activities on junior high school students' critical thinking skills, particularly in lessons related to earthquakes. A quantitative methodology was adopted, employing a quasi-experimental nonequivalent control group design that included pretest and posttest measures. The experimental group received instructions through STEM PjBL, whereas the control group was taught via conventional learning. A total of 102 eighth-grade students from a public junior high school in Bandung, Indonesia, took part in this study, with 51 students assigned to the experimental group and 51 to the control group. Data were collected via an essay test comprising eight open-ended questions designed to measure critical thinking skills following the criteria by Ennis. The results revealed a significant difference in critical thinking improvement between the two groups. The N-gain value of the experimental group (0.6) was higher than that of the control group (0.4), suggesting a greater improvement in learning outcomes. These findings suggest that compared with conventional instruction, STEM PjBL provides more supportive learning conditions for developing students' critical thinking skills in earthquake-related science topics.



    加载中


    [1] Sibuet, J., Rangin, C., Lepichon, X., Singh, S., Cattaneo, A., Graindorge, D., et al., 26th December 2004 great Sumatra–Andaman earthquake: Co-seismic and post-seismic motions in northern Sumatra. Earth and Planetary Science Letters, 2007,263(1–2): 88–103. https://doi.org/10.1016/j.epsl.2007.09.005 doi: 10.1016/j.epsl.2007.09.005
    [2] Rahman, N., Heridadi, H., Lasmono, L., Imansyah, M. and Bahar, F., Lesson learn earthquake disaster in Pidie Jaya Aceh in 2016 to realize a disaster-resistant community. In E3S Web Conf, 2021,331: 04004. https://doi.org/10.1051/e3sconf/202133104004
    [3] Kinasih, F.A., Miladan, N. and Kusumastuti, K., Kajian risiko bencana gempa bumi akibat aktivitas Sesar Lembang di Kabupaten Bandung Barat. Jur Reg Jur Pemb Wil dan Perenc Part, 2023, 18(2): 357‒371. https://doi.org/10.20961/region.v18i2.57232 doi: 10.20961/region.v18i2.57232
    [4] Sözcü, U., 'Earthquake week' Activity application for high school students. EJER, 2021, 21(92). https://doi.org/10.14689/ejer.2021.92.14 doi: 10.14689/ejer.2021.92.14
    [5] Zengin, Y., Icer, M., Gunduz, E., Dursun, R., Durgun, H.M., Gullu, M.N., et al, How was felt van earthquake by a neighbor university hospital? Turkish Journal of Emergency Medicine, 2015, 15(1): 33–8. https://doi.org/10.5505/1304.7361.2015.03274 doi: 10.5505/1304.7361.2015.03274
    [6] Korkmaz, B.C., The position and importance of earthquake education in the world. EDUCATIONE, 2023, 2(2): 246–61. https://doi.org/10.58650/educatione.1330891 doi: 10.58650/educatione.1330891
    [7] Liu, Y., Gu, Y. and Zhang, H., Seismic risk assessment and damage analysis: Emerging trends and new developments. Journal of Safety Science and Resilience, 2024, 5(3): 365–81. https://doi.org/10.1016/j.jnlssr.2024.04.005 doi: 10.1016/j.jnlssr.2024.04.005
    [8] Mavroulis, S., Argyropoulos, I., Vassilakis, E., Carydis, P. and Lekkas, E., Earthquake environmental effects and building properties controlling damage caused by the 6 February 2023 earthquakes in East Anatolia. Geosciences, 2023, 13(10): 303. https://doi.org/10.3390/geosciences13100303 doi: 10.3390/geosciences13100303
    [9] Raza, M.U., Butt, F., Ahmad, F. and Waqas, R.M., Seismic safety assessment of buildings and perceptions of earthquake risk among communities in Mingora, Swat, Pakistan. Innov Infrastruct Solut, 2025, 10(4): 124. https://doi.org/10.1007/s41062-025-01932-z doi: 10.1007/s41062-025-01932-z
    [10] Çoban, M. and Göktaş, Y., Which training method is more effective in earthquake training: Digital game, drill, or traditional training? Smart Learn Environ, 2022, 9(1): 23. https://doi.org/10.1186/s40561-022-00202-0 doi: 10.1186/s40561-022-00202-0
    [11] Bellaera, L., Weinstein-Jones Y, Ilie S, Baker ST, Critical thinking in practice: The priorities and practices of instructors teaching in higher education. Thinking Skills and Creativity, 2021, 41: 100856. https://doi.org/10.1016/j.tsc.2021.100856 doi: 10.1016/j.tsc.2021.100856
    [12] Indrašienė, V., Jegelevičienė, V., Merfeldaitė, O., Penkauskienė, D., Pivorienė, J., Railienė, A., et al, The value of critical thinking in higher education and the labour market: the voice of stakeholders. Social Sciences, 2021, 10(8): 286. https://doi.org/10.3390/socsci10080286 doi: 10.3390/socsci10080286
    [13] Santos-Meneses, L. and Drugova, E.A., Trends in critical thinking instruction in 21st-century research and practice: Upgrading instruction in digital environments. Thinking Skills and Creativity, 2023, 49: 101383. https://doi.org/10.1016/j.tsc.2023.101383 doi: 10.1016/j.tsc.2023.101383
    [14] OECD, PISA 2018 Results (Volume Ⅰ): What Students Know and Can Do. OECD, 2019, (PISA). https://doi.org/10.1787/5f07c754-en
    [15] OECD, PISA 2022 results (volume Ⅰ): The state of learning and equity in education. OECD Publishing, 2023, (PISA). https://doi.org/10.1787/53f23881-en
    [16] Ministry of Education, Culture, Research, and Technology, Capaian pembelajaran pada Kurikulum Merdeka[Intended learning outcomes of the Merdeka Curriculum]. Kemendikbudristek, 2022.
    [17] Ministry of Education, Culture, Research, and Technology, Panduan pembelajaran dan asesmen Kurikulum Merdeka[Guidelines for learning and assessment in the Merdeka Curriculum]. Kemendikbudristek, 2022.
    [18] Auliyani, C.N., Arianto, F. and Kholidya, C.F., A systematic literature review of project-based learning integrated with stem education: exploring implementation strategies, outcomes, and challenges. JVIP, 2025, 17(1): 214–31. https://doi.org/10.26418/jvip.v17i1.85610 doi: 10.26418/jvip.v17i1.85610
    [19] Kelley, T.R. and Knowles, J.G., A conceptual framework for integrated STEM education. IJ STEM Ed, 2016, 3(1): 11. https://doi.org/10.1186/s40594-016-0046-z doi: 10.1186/s40594-016-0046-z
    [20] Retno, R.S., Purnomo, P., Hidayat, A. and Mashfufah, A., Conceptual framework design for STEM-integrated project-based learning (PjbL-STEM) for elementary schools. AEDS, 2025, 14(3): 579–604. https://doi.org/10.1108/AEDS-08-2024-0188 doi: 10.1108/AEDS-08-2024-0188
    [21] Luo, T., Zhao, J., So, W.W.M. and Zhan, W., Students' reflections on their scientist- or engineer-like practices in stem project-based learning. JBSE, 2024, 23(1): 119–30. https://doi.org/10.33225/jbse/24.23.119 doi: 10.33225/jbse/24.23.119
    [22] Darmastuti, S., Isfaeni, H. and Komala, R., STEM-based flipped classroom: Improve students' critical thinking skills and biological literacy in animalia material. JPBI, 2025, 11(1): 166–78. https://doi.org/10.22219/jpbi.v11i1.39804 doi: 10.22219/jpbi.v11i1.39804
    [23] Mutakinati, L., Anwari, I. and Kumano, Y., Analysis of students' critical thinking skill of middle school through stem education project-based learning. JPII, 2018, 7(1): 54–65. https://doi.org/10.15294/jpii.v7i1.10495 doi: 10.15294/jpii.v7i1.10495
    [24] Oyewo, O.A., Ramaila, S. and Mavuru, L., Harnessing project-based learning to enhance stem students' critical thinking skills using water treatment activity. Education Sciences, 2022, 12(11): 780. https://doi.org/10.3390/educsci12110780 doi: 10.3390/educsci12110780
    [25] Parno, Supriana, E., Widarti, A.N. and Ali, M., The effectiveness of STEM approach on students' critical thinking ability in the topic of fluid statics. J Phys Conf Ser, 2021, 1882(1): 012150. https://doi.org/10.1088/1742-6596/1882/1/012150 doi: 10.1088/1742-6596/1882/1/012150
    [26] Hacioğlu, Y. and Gülhan, F., The Effects of STEM education on the 7th grade students' critical thinking skills and STEM perceptions. Journal of Education in Science, Environment and Health, 2021. https://doi.org/10.21891/jeseh.771331 doi: 10.21891/jeseh.771331
    [27] Chang, C.C. and Yen, W.H., The role of learning style in engineering design thinking via project-based STEM course. Asia Pacific Journal of Education, 2023, 43(4): 1125–43. https://doi.org/10.1080/02188791.2021.1957776 doi: 10.1080/02188791.2021.1957776
    [28] English, L.D., King, D. and Smeed, J., Advancing integrated STEM learning through engineering design: Sixth-grade students' design and construction of earthquake resistant buildings. The Journal of Educational Research, 2017,110(3): 255–71. https://doi.org/10.1080/00220671.2016.1264053 doi: 10.1080/00220671.2016.1264053
    [29] Kartini, F.S., Widodo, A., Winarno, N. and Astuti, L., Promoting student's problem-solving skills through stem project-based learning in earth layer and disasters topic. J Sci Learn, 2021, 4(3): 257–66. https://doi.org/10.17509/jsl.v4i3.27555 doi: 10.17509/jsl.v4i3.27555
    [30] Creswell, J.W., Educational research: planning, conducting, and evaluating quantitative and qualitative research. Fourth Indian edition, Delhi, India: PHI Learning Private Limited, 2012.
    [31] Paul, R.W. and Elder, L., The Miniature Guide to Critical Thinking Concepts & Tools, 2009.
    [32] Lucas, G., George Lucas Educational Foundation 2005 Instructional Module Project Based Learning. http://www.edutopia.org/modules/PBL, 2005.
    [33] Herlita, F., Yamtinah, S. and Wati, I.K., The effect of the pjbl-stem model on students' critical thinking ability in science learning. JIPI, 2023, 9(2): 192–202. https://doi.org/10.21831/jipi.v9i2.57963 doi: 10.21831/jipi.v9i2.57963
    [34] Lestari, H.D., Rahmawati, Y. and Usman, H., STEM-pjbl learning model to enhance critical thinking skills of students on magnets, electricity, and technology. Jppipa, pendidikan ipa, fisika, biologi, kimia, 2024, 10(8): 6027–37. https://doi.org/10.29303/jppipa.v10i8.8153 doi: 10.29303/jppipa.v10i8.8153
    [35] Sirait, J.V. and Maulida, R., Needs analysis of the development stem-pjbl based lkpd to train students' critical thinking skills. Journal of Educational Sciences, 2023, 7(3): 488‒498. https://doi.org/10.31258/jes.7.3.p.488-498 doi: 10.31258/jes.7.3.p.488-498
    [36] English, L.D., Ways of thinking in STEM-based problem solving. ZDM Mathematics Education, 2023, 55(7): 1219–30. https://doi.org/10.1007/s11858-023-01474-7 doi: 10.1007/s11858-023-01474-7
    [37] Ennis, R.H., Critical thinking across the curriculum: A vision. Topoi, 2018, 37(1): 165–84. https://doi.org/10.1007/s11245-016-9401-4 doi: 10.1007/s11245-016-9401-4
    [38] Arviani, F.P., Wahyudin, D. and Dewi, L., Role of teaching strategies in promoting students' higher order thinking skills and critical thinking dispositions. IJLTER, 2023, 22(9): 347–64. https://doi.org/10.26803/ijlter.22.9.19 doi: 10.26803/ijlter.22.9.19
    [39] Darminto, D., Handoyo, E., Wardani, S., Subali, B. and Widiarti, N., Effective teaching strategies to enhance critical thinking skills in education: a literature review. Edunesia: Jurnal Ilmiah Pendidikan, 2025, 6(2): 948–64. https://doi.org/10.51276/edu.v6i2.1227 doi: 10.51276/edu.v6i2.1227
    [40] Virliana, A.I. and Fauziah, L.S.N., The effect of collaborative learning on improving critical thinking skills. JJP, 2025, 5(01): 1–7. https://doi.org/10.57008/jjp.v5i01.1070 doi: 10.57008/jjp.v5i01.1070
    [41] Xu, E., Wang, W. and Wang, Q., The effectiveness of collaborative problem solving in promoting students' critical thinking: A meta-analysis based on empirical literature. Humanit Soc Sci Commun, 2023, 10(1): 16. https://doi.org/10.1057/s41599-023-01508-1 doi: 10.1057/s41599-023-01508-1
    [42] Freeman, S., Eddy, S.L., McDonough, M., Smith, M.K., Okoroafor, N., Jordt, H., et al, Active learning increases student performance in science, engineering, and mathematics. Proc Natl Acad Sci USA, 2014,111(23): 8410–5. https://doi.org/10.1073/pnas.1319030111 doi: 10.1073/pnas.1319030111
    [43] Kanter, D.E., Doing the project and learning the content: Designing project‐based science curricula for meaningful understanding. Science Education, 2010, 94(3): 525–51. https://doi.org/10.1002/sce.20381 doi: 10.1002/sce.20381
    [44] Cahyani, V.F., Setyaningsih R, The implementation of problem-based learning to enhance critical thinking skills in solving contextual mathematics problems. Didaktika: Jurnal Penelitian Tindakan Kelas, 2024, 2(2): 51–6. https://doi.org/10.63757/jptk.v2i2.29 doi: 10.63757/jptk.v2i2.29
    [45] Dewi, Y.K., Khalid, A. and Agam, A.A., The role of critical thinking skills in enhancing problem-solving abilities among high school students. J Edu Soc Sci, 2025, 2(1): 19–24. https://doi.org/10.70716/jess.v2i1.191 doi: 10.70716/jess.v2i1.191
    [46] Hanif, S., Wijaya, A.F.C. and Winarno, N., Enhancing students' creativity through STEM project-based learning. J Sci Learn, 2019, 2(2): 50. https://doi.org/10.17509/jsl.v2i2.13271 doi: 10.17509/jsl.v2i2.13271
  • Author's biography Isti Setiasih, S.Pd. is a recent graduate in the Department of Science Education, Faculty of Mathematics and Natural Science Education, Universitas Pendidikan Indonesia, Indonesia. Her research interests focus on STEM Education for Science Learning; Dr. Nanang Winarno, S.Si., S.Pd., M.Pd. is an assistant professor and researcher in the Department of Science Education, Faculty of Mathematics and Natural Science Education, Universitas Pendidikan Indonesia, Indonesia. His research interests focus on STEM Education for Science Learning; Prof. Dr. Eka Cahya Prima, S.Pd., M.T. is a professor and researcher in the Department of Physics, Faculty of Mathematics and Science Education, Universitas Pendidikan Indonesia. His research focuses on solar energy materials, including fabrication, characterization, and density functional theory of emerging solar cells; Fairus Qamila, S.Pd. is a master's student in the Department of Science Education at the Faculty of Mathematics and Natural Sciences, Universitas Pendidikan Indonesia, Indonesia. Her research focuses on the implementation of STEM education in science learning; Dr. Rohim Aminullah Firdaus, M.Si. is an assistant professor and researcher in the Department of Physics, Faculty of Mathematics and Natural Science Education, Universitas Negeri Surabaya, Indonesia. His research interests focus on optoelectronics, electromagnetism, FDTD, and antenna; Dr. Nur Jahan Ahmad is a senior lecturer at the School of Educational Studies, Universiti Sains Malaysia (USM), Malaysia. She is an experienced researcher and involved heavily in research related to chemistry and science education, STEM Education, design-based research, curriculum development, and assessment
    Reader Comments
  • © 2026 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Metrics

Article views(376) PDF downloads(25) Cited by(0)

Article outline

Figures and Tables

Figures(15)  /  Tables(12)

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return

Catalog