Evaluating the Need for Creativity and Metacognition in STEM Integration for Sustainable Education within the Pancasila Student Profile Strengthening Project

Authors

  • Anisa Puteri Universitas Pakuan, Indonesia
  • Didit Ardianto Universitas Pakuan, Indonesia
  • Indarini Dwi Pursitasari Universitas Pakuan, Indonesia

DOI:

https://doi.org/10.21831/jser.v10i1.84028

Keywords:

Education for Sustainable (ESD), Proyek Penguatan Profil Pelajar Pancasila (P5), STEM, Metacognitive, Creativity

Abstract

This study explores the integration of metacognitive strategies, STEM elements, creativity, and Assessment as Learning (AaL) within the Pancasila Student Profile Project (P5) teaching materials in Indonesia’s Kurikulum Merdeka. Utilizing a qualitative design, the research involved rubric-based analysis of 32 P5 modules and semi-structured interviews with 10 teachers from urban and rural schools. Findings revealed that while the modules address themes of sustainability, they remain narrowly focused and exhibit moderate integration of ESD (1.3), creativity (0.5), STEM (1.6), and metacognitive scaffolding (1.3). The materials often lacked open-ended problem-solving, project-based design, and reflective prompts essential for fostering creativity and self-regulated learning. Triangulated data showed consistency between module analysis and teacher perspectives, highlighting gaps in problem-action alignment and superficial STEM applications. Thematic analysis also identified limited teacher familiarity with AaL and STEM-PjBL, reinforcing the need for targeted professional development. The study concludes that strengthening teacher capacity, scaffolding inquiry-based strategies, and revising assessment frameworks are critical to enhancing the transformational potential of P5 for 21st-century learning.

Downloads

Download data is not yet available.

Author Biographies

Anisa Puteri, Universitas Pakuan

Magister of Science Education

Didit Ardianto, Universitas Pakuan

Department of Science Education

Indarini Dwi Pursitasari, Universitas Pakuan

Department of Science Education

References

Ali, N., Mamat Nawi, A., & Abdul Latiff, N. (2024). Enhancing creativity and problem-solving: Design principles for project-based learning in product design. International Journal of Research and Innovation in Social Science, VIII(IX), 3733–3742. https://doi.org/10.47772/IJRISS.2024.8090310

Aquije-Mansilla, M. E., Rios, T. C.-D. los, Solis-Trujillo, B. P., & Pérez-Ruiz, J. C. (2025). Teaching strategies and development of creativity in education. Edelweiss Applied Science and Technology, 9(2), 1273–1282. https://doi.org/10.55214/25768484.v9i2.4749

Bojulaia, M., & Pleasants, B. (2021). Saudi high school STEM teachers’ understanding and practices of creativity in the classroom. Journal of Research in Science, Mathematics and Technology Education, 4(3), 179–203. https://doi.org/10.31756/jrsmte.432

Chang, T.-S., Wang, H.-C., Haynes, A. M., Song, M.-M., Lai, S.-Y., & Hsieh, S.-H. (2022). Enhancing student creativity through an interdisciplinary, project-oriented problem-based learning undergraduate curriculum. Thinking Skills and Creativity, 46, 101173. https://doi.org/10.1016/j.tsc.2022.101173

Chang, Y., Choi, J., & Şen-Akbulut, M. (2024). Undergraduate students’ engagement in project-based learning with an authentic context. Education Sciences, 14(2), 168. https://doi.org/10.3390/educsci14020168

Chen, M. H. (2020). Enhancing metacognition through thinking instruction: A case study in a Taiwanese university. Journal of University Teaching and Learning Practice, 17(5), 1–29. https://doi.org/10.53761/1.17.5.15

Clark, R. M., Guldiken, R., Kaw, A., & Uyanik, O. (2024). The case for metacognition support in a flipped STEM course. International Journal of Mechanical Engineering Education. https://doi.org/10.1177/03064190241255113

Cloutier, A., Dwyer, J., & Sherrod, S. (n.d.). Exploration of hands-on/minds-on learning in an active STEM outreach program. 2016 ASEE Annual Conference & Exposition Proceedings. https://doi.org/10.18260/p.26839

Dare, E. A., Ellis, J. A., & Roehrig, G. H. (2018). Understanding science teachers’ implementations of integrated STEM curricular units through a phenomenological multiple case study. International Journal of STEM Education, 5(1), 4. https://doi.org/10.1186/s40594-018-0101-z

Daugherty, M. K., & Carter, V. (2018). The nature of interdisciplinary STEM education. (pp. 159–171). https://doi.org/10.1007/978-3-319-44687-5_12

David, A., & Jairo, O.-R. (2021). STEM vs. STEAM education and student creativity: A systematic literature review. Education Sciences. https://doi.org/10.3390/EDUCSCI11070331

Dubek, M., Rickey, N., & DeLuca, C. (2024). Balancing disciplinary and integrated learning: How exemplary STEM teachers negotiate tensions of practice. School Science and Mathematics, 124(4), 249–265. https://doi.org/10.1111/ssm.12645

Ellerton, P., & Kelly, R. (2021). Creativity and critical thinking. In Education in the 21st century (pp. 9–27). Springer International Publishing. https://doi.org/10.1007/978-3-030-85300-6_2

ElSayary, A. (2021). Using a reflective practice model to teach STEM education in a blended learning environment. Eurasia Journal of Mathematics, Science and Technology Education, 17(2), em1942. https://doi.org/10.29333/ejmste/9699

Fernández-Morante, C., Fernández-de-la-Iglesia, J.-C., Cebreiro, B., & Latorre-Ruiz, E. (2022). ATS-STEM: Global teaching methodology to improve competences of secondary education students. Sustainability, 14(12), 6986. https://doi.org/10.3390/su14126986

Filipe, J., Baptista, M., & Conceição, T. (2024). Integrated STEAM education for students’ creativity development. Education Sciences, 14(6), 676. https://doi.org/10.3390/educsci14060676

Fraenkel, J. R., Wallen, N. E., & Hyun, H. H. (2011). How to design and evaluate research in education (8th ed.). McGraw-Hill Education.

Gamby, S., & Bauer, C. F. (2022). Beyond “study skills”: A curriculum-embedded framework for metacognitive development in a college chemistry course. International Journal of STEM Education, 9(1), 61. https://doi.org/10.1186/s40594-022-00376-6

Gao, X., Li, P., Shen, J., & Sun, H. (2020). Reviewing assessment of student learning in interdisciplinary STEM education. International Journal of STEM Education, 7(1), 24. https://doi.org/10.1186/s40594-020-00225-4

Ghaemi, R. V., & Potvin, G. (2020). Students’ perspective: Does problem-based learning increase ownership of one’s education? Proceedings of the Canadian Engineering Education Association (CEEA). https://doi.org/10.24908/pceea.vi0.14128

He, M., & Wang, L. (2024). Implementing assessment as learning in online EFL writing classes. RELC Journal. https://doi.org/10.1177/00336882231224966

Hebebci, M. T., & Usta, E. (2022). The effects of integrated STEM education practices on problem solving skills, scientific creativity, and critical thinking dispositions. Participatory Educational Research, 9(6), 358–379. https://doi.org/10.17275/per.22.143.9.6

Hidayat, R., Sujadi, I., Siswanto, & Usodo, B. (2023). Description of assessment: Assessment for learning and assessment as learning on teacher learning assessment. Journal of Education Research and Evaluation, 7(4), 653–661. https://doi.org/10.23887/jere.v7i4.59950

Hong, R. L. J., Mahyuddin, M. N., Arshad, M. R., & Koo, Y. C. (2020). The design and development of an interactive teaching tool for robotics and control system course using rapid control prototyping solution (pp. 515–525). https://doi.org/10.1007/978-981-13-9539-0_50

Howlett, C., Ferreira, J.-A., & Blomfield, J. (2016). Teaching sustainable development in higher education. International Journal of Sustainability in Higher Education, 17(3), 305–321. https://doi.org/10.1108/IJSHE-07-2014-0102

Indriyana, R. S., & Susilowati, S. (2020). The effects of model project-based learning approach on STEM (science, technology, engineering, mathematic) on natural science learning to junior high school student’s critical thinking skills and cooperative skills at SMP N 1 Berbah. Journal of Science Education Research, 4(2), 70–75. https://doi.org/10.21831/jser.v4i2.35717

Joseph, O. B., & Uzondu, N. C. (2024). Curriculums development for interdisciplinary STEM education: A review of models and approaches. International Journal of Applied Research in Social Sciences, 6(8), 1575–1592. https://doi.org/10.51594/ijarss.v6i8.1371

Jue, W., & G., E. (2019). Digital module 10: Rasch measurement theory. Educational Measurement: Issues and Practice. https://doi.org/10.1111/emip.12303

Karpudewan, M., & Huri, N. H. D. (2022). Interdisciplinary electrochemistry STEM-lab activities replacing the single disciplinary electrochemistry curriculum for secondary schools. Journal of Chemical Education, 100(2), 998–1010. https://doi.org/10.1021/acs.jchemed.2c00469

Kim, K. H.-A. (2024). Assessment for students, of students, by students: Student-centred assessment with assessment as learning pedagogy. English Australia Journal, 40(3), 38–43. https://doi.org/10.61504/CFCS3902

Kopbossyn, A., Laiskhanov, S., Aksoy, B., Tokbergenova, A., Nametkulov, M., & Kozybakova, A. (2025). Integrated STEM for sustainability in school and early teacher education: A systematic review (2019–2025). Frontiers in Education, 10. https://doi.org/10.3389/feduc.2025.1697058

Kornreich-Leshem, H., Benabentos, R., Hazari, Z., Potvin, G., & Kramer, L. (2022). The cognitive and affective roles of learning assistants in science, technology, engineering, and mathematics college classrooms: An exploration of classroom experiences and students’ metacognitive awareness and disciplinary identity. Science Education, 106(3), 545–572. https://doi.org/10.1002/sce.21703

Lailawati, L., Najmuddin, N., & Siraj, S. (2025). Implementation of the independent learning curriculum in improving student learning outcomes. Jurnal Inovasi Pendidikan dan Sains, 6(3), 580–586. https://doi.org/10.51673/jips.v6i3.2597

Lakhtakia, R., Otaki, F., Alsuwaidi, L., & Zary, N. (2021). Assessment as learning in medical education: Feasibility and perceived impact of student-generated formative assessments [Preprint]. https://doi.org/10.2196/preprints.35820

Leite, C., Monteiro, A., Barros, R., & Ferreira, N. (2022). Curricular practices towards sustainability and a transformative pedagogy. REICE. Revista Iberoamericana sobre Calidad, Eficacia y Cambio en Educación, 20(4). https://doi.org/10.15366/reice2022.20.4.006

Leroy, A., & Romero, M. (2021). Teachers’ creative behaviors in STEAM activities with modular robotics. Frontiers in Education, 6. https://doi.org/10.3389/feduc.2021.642147

Liu, S.-J., Zhou, S.-N., Xu, S.-R., & Xiao, H. (2022). Exploring effect on primary school students’ STEM attitude determined via structural equation modeling. Journal of Baltic Science Education, 21(6), 1052–1068. https://doi.org/10.33225/jbse/22.21.1052

López, U. H., Vázquez-Vílchez, M., & Salmerón-Vílchez, P. (2024). The contributions of creativity to the learning process within educational approaches for sustainable development and/or ecosocial perspectives: A systematic review. Education Sciences, 14(8), 824. https://doi.org/10.3390/educsci14080824

M., H., & Sebastian, B. (2022). Metacognition and self-control: An integrative framework. Psychology Review. https://doi.org/10.1037/rev0000406

Mageswary, K., Pavitra, K., Mohd, N. A., & Lay, Y. F. (2022). Designing instrument to measure STEM teaching practices of Malaysian teachers. PLoS ONE. https://doi.org/10.1371/journal.pone.0268509

Mamoura, M., & Raftopoulou, A. (2020). Secondary teachers and creativity in teaching: Conceptions and practices. Research Journal of Education, 64, 31–38. https://doi.org/10.32861/rje.64.31.38

Mansour, N., Said, Z., & Abu-Tineh, A. (2024). Factors impacting science and mathematics teachers’ competencies and self-efficacy in TPACK for PBL and STEM. Eurasia Journal of Mathematics, Science and Technology Education, 20(5), em2442. https://doi.org/10.29333/ejmste/14467

Maryanah, M., Suyono, S., & Indra Dewi, R. S. (2024). Manajemen sekolah pada Kurikulum Merdeka terkait Project Penguatan Profil Pelajar Pancasila (P5). Journal on Education, 7(1), 8109–8119. https://doi.org/10.31004/joe.v7i1.7624

Metafisika, K., Zahroh, L., & Utomo, K. B. (2022). Buku cerita aktivitas STEM Islami sebagai media penguatan literasi dan profil pelajar Pancasila. Proceedings of Annual Conference for Muslim Scholars, 6(1), 722–727. https://doi.org/10.36835/ancoms.v6i1.380

Mróz, A., & Ocetkiewicz, I. (2021). Creativity for sustainability: How do Polish teachers develop students’ creativity competence? Analysis of research results. Sustainability, 13(2), 571. https://doi.org/10.3390/su13020571

Mubarok, A. S., Nurazizah, Z., Herawan, E., & Putri, D. P. (2025). Deep learning with project-based learning (PjBL) model for student creativity. Pedagogia: Jurnal Pendidikan, 14(2), 239–252. https://doi.org/10.21070/pedagogia.v14i2.1957

Nipyrakis, A., Stavrou, D., & Avraamidou, L. (2024). Examining S-T-E-M teachers’ design of integrated STEM lesson plans. International Journal of Science and Mathematics Education, 23(2), 537–560. https://doi.org/10.1007/s10763-024-10474-2

Noris, M., Saputro, S., & Ulimaz, A. (2023). STEM research trends from 2013 to 2022: A systematic literature review. International Journal of Technology in Education, 6(2), 224–237. https://doi.org/10.46328/ijte.390

Nugraha, M. G., Kidman, G., & Tan, H. (2024). Interdisciplinary STEM education foundational concepts: Implementation for knowledge creation. Eurasia Journal of Mathematics, Science and Technology Education, 20(10), em2523. https://doi.org/10.29333/ejmste/15471

Partiga, M. B., & Dhoruri, A. (2024). The effect of a realistic mathematics education approach with the jigsaw learning model on students’ creative thinking ability and self-regulated learning. International Journal of Multicultural and Multireligious Understanding, 11(10), 154. https://doi.org/10.18415/ijmmu.v11i10.6141

Puteri, A., & Ardianto, D. (2023). Metacognition skill exploration in six developing countries: A systematic literature review towards advancing learning quality. Journal of Innovative Science Education, 12(3, Special Issue), 340–348. https://doi.org/10.15294/jise.v12i3

Putri, A. E., & Nurfuadi, N. (2025). Implementasi Kurikulum Merdeka pada Projek Penguatan Profil Pelajar Pancasila di Madrasah Tsanawiyah Negeri 1 Banyumas. An-Nahdloh: Journal of Education and Islamic Studies, 1(2), 212–226. https://doi.org/10.58788/jeis.v1i2.19

Rantanen, S., Huang, X., & Veermans, M. (2024). A scoping review of Green-STEAM education in primary school context. Journal of Education for Sustainable Development, 18(2), 202–232. https://doi.org/10.1177/09734082251341043

Ratnayake, A., Bansal, A., Wong, N., Saseetharan, T., Prompiengchai, S., Jenne, A., Thiagavel, J., & Ashok, A. (2024). All “wrapped” up in reflection: Supporting metacognitive awareness to promote students’ self-regulated learning. Journal of Microbiology & Biology Education, 25(1). https://doi.org/10.1128/jmbe.00103-23

Rebecchi, K., Todd, L., & Hagège, H. (2024). Teaching responsible creativity: A path to ethical innovation. Discover Education, 3(1), 103. https://doi.org/10.1007/s44217-024-00164-0

Rennie, L. J. (2021). Stimulating creativity and critical thinking in integrated STEM education: The contribution of out-of-school activities. In Education in the 21st century (pp. 99–117). Springer International Publishing. https://doi.org/10.1007/978-3-030-85300-6_7

Rhodes, M. G. (2019). Metacognition. Teaching of Psychology, 46(2), 168–175. https://doi.org/10.1177/0098628319834381

Salsabila, S., & Widjajanti, D. B. (2025). Metacognitive strategies in problem-based learning: What they are and how to implement them? International Journal of Mathematics and Computer Research, 13(02). https://doi.org/10.47191/ijmcr/v13i2.10

Sari, R., Usman, A., Mudayanti, A. R., & Nasihudin, M. D. (2023). Implementasi Proyek Penguatan Profil Pelajar Pancasila dalam proses pembelajaran. Jurnal Teknologi Pendidikan, 1(2), 12. https://doi.org/10.47134/jtp.v1i2.78

Satria, M. R., Adiprima, P., Jaenindya, M., Anggraena, Y., Anitawati, Sekarwulan, K., & Harjatanaya, T. Y. (2024). Panduan pengembangan Projek Penguatan Profil Pelajar Pancasila edisi revisi 2024.

Schellekens, L. H., Bok, H. G. J., de Jong, L. H., van der Schaaf, M. F., Kremer, W. D. J., & van der Vleuten, C. P. M. (2021). A scoping review on the notions of assessment as learning (AaL), assessment for learning (AfL), and assessment of learning (AoL). Studies in Educational Evaluation, 71, 101094. https://doi.org/10.1016/j.stueduc.2021.101094

Schraw, G., & Dennison, R. S. (1994). Assessing metacognitive awareness. Contemporary Educational Psychology, 19(4), 460–475. https://doi.org/10.1006/ceps.1994.1033

Sehah, M., Hartono, H., Abdulatif, R. F., & Sugito, S. (2025). Introduction to renewable energy conversion as a strengthening of the quality of engineering and technology learning at MTs Sains Karimiyya Kebasen, Banyumas Regency. Jurnal Serambi Abdimas, 6(02), 1. https://doi.org/10.20884/sa.v6i02.17958

Shernoff, D. J., Sinha, S., Bressler, D. M., & Ginsburg, L. (2017). Assessing teacher education and professional development needs for the implementation of integrated approaches to STEM education. International Journal of STEM Education, 4(1). https://doi.org/10.1186/s40594-017-0068-1

Shodiq, L. J., Juniati, D., & Susanah, S. (2025). Teaching creativity through mathematical lateral thinking problems: A pilot study. Eurasia Journal of Mathematics, Science and Technology Education, 21(2), em2574. https://doi.org/10.29333/ejmste/15913

Sihombing, R. A., Muslim, M., Rahman, T., & Winarno, N. (2024). Enhancing quality education in Indonesia: A literature review of STEM-ESD landscape contributions. Journal of Science Learning, 7(3), 213–226. https://doi.org/10.17509/jsl.v7i3.69046

Sobari, E. F. D., Hernani, H., & Ramalis, T. R. (2022). Critical thinking skills and sustainability conciousness of students for the implementation education for sustainable development. Journal of Science Education Research, 6(2), 75–80. https://doi.org/10.21831/jser.v6i2.52347

Stanton, J. D., Sebesta, A. J., & Dunlosky, J. (2021). Fostering metacognition to support student learning and performance. CBE—Life Sciences Education, 20(2), fe3. https://doi.org/10.1187/cbe.20-12-0289

Sumarni, W., & Kadarwati, S. (2020). Ethno-STEM project-based learning: Its impact to critical and creative thinking skills. Jurnal Pendidikan IPA Indonesia, 9(1), 11–21. https://doi.org/10.15294/jpii.v9i1.21754

Susilowati, E., Suyidno, Mayasari, T., Zainuddin, Sholahuddin, A., Miriam, S., & Winarno, N. (2020). Science, technology, engineering, and mathematics education for sustainable energy in wetland environment. Proceedings of the 1st South Borneo International Conference on Sport Science and Education (SBICSSE 2019). https://doi.org/10.2991/assehr.k.200219.055

Swandana, H., Tindangen, M., & Herliani, H. (2023). High school students’ perceptions about implementation of the Merdeka Curriculum in biology lessons in Samarinda. Jurnal Penelitian Pendidikan IPA, 9(10), 8235–8244. https://doi.org/10.29303/jppipa.v9i10.4585

Tromp, C. (2024). Creativity from constraint exploration and exploitation. Psychological Reports, 127(4), 1818–1843. https://doi.org/10.1177/00332941221114421

Tucker, C. B., Byrd, K. O., Gossen, D., & Morrison, K. (2024). Teacher self-efficacy and preparedness for integrating STEM education using a project-based learning approach. Journal of Research in Science, Mathematics and Technology Education, 43–59. https://doi.org/10.31756/jrsmte.313SI

Utami, A., Rukiyati, & Prabowo, M. (2023). Internalisasi filsafat Pancasila melalui profil pelajar Pancasila pada Kurikulum Merdeka. Jurnal Paris Langkis, 3(2), 119–128. https://doi.org/10.37304/paris.v3i2.8310

Vettori, G., Vezzani, C., Bigozzi, L., & Pinto, G. (2018). The mediating role of conceptions of learning in the relationship between metacognitive skills/strategies and academic outcomes among middle-school students. Frontiers in Psychology, 9. https://doi.org/10.3389/fpsyg.2018.01985

Wang, L., & Lee, I. (2021). L2 learners’ agentic engagement in an assessment-as-learning-focused writing classroom. Assessing Writing, 50, 100571. https://doi.org/10.1016/j.asw.2021.100571

White, D. E., & Delaney, S. (2021). Full STEAM ahead, but who has the map? A PRISMA systematic review on the incorporation of interdisciplinary learning into schools. Lumat: International Journal on Math, Science and Technology Education, 9(2). https://doi.org/10.31129/lumat.9.2.1387

Xiang, X., Yuan, R., & Yu, B. (2022). Implementing assessment as learning in the L2 writing classroom: A Chinese case. Assessment & Evaluation in Higher Education, 47(5), 727–741. https://doi.org/10.1080/02602938.2021.1965539

Xiaoyu, J., Weijian, L., & L., C. (2019). The role of metacognitive components in creative thinking. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2019.02404

Yan, Z. (2021). Assessment-as-learning in classrooms: The challenges and professional development. Journal of Education for Teaching, 47(2), 293–295. https://doi.org/10.1080/02607476.2021.1885972

Yang, B. (2023). From STEM to STEAM: The connections and fostering of creativity in STEAM. Lecture Notes in Education Psychology and Public Media, 2(1), 441–446. https://doi.org/10.54254/2753-7048/2/2022322

Yang, L., & Xin, T. (2022). Changing educational assessments in the post-COVID-19 era: From assessment of learning (AoL) to assessment as learning (AaL). Educational Measurement: Issues and Practice, 41(1), 54–60. https://doi.org/10.1111/emip.12492

Yin, S., Chen, F., & Chang, H. (2022). Assessment as learning: How does peer assessment function in students’ learning? Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.912568

Yuliaturosida, E., Suyono, S., Tukiran, T., & Satriawan, M. (2025). Development of a project-based e-portfolio for enhancing critical and creative thinking skills in land pollution and waste management education. Jurnal Pendidikan MIPA, 26(1), 169–194. https://doi.org/10.23960/jpmipa.v26i1.pp169-194

Zhan, Z., Shen, W., Xu, Z., Niu, S., & Ge, Y. (2022). A bibliometric analysis of the global landscape on STEM education (2004–2021): Towards global distribution, subject integration, and research trends. Asia Pacific Journal of Innovation and Entrepreneurship, 16(2), 171–203. https://doi.org/10.1108/APJIE-08-2022-0090

Downloads

Published

2026-03-13

How to Cite

Puteri, A., Ardianto, D., & Pursitasari, I. D. (2026). Evaluating the Need for Creativity and Metacognition in STEM Integration for Sustainable Education within the Pancasila Student Profile Strengthening Project. Journal of Science Education Research, 10(1), 84–98. https://doi.org/10.21831/jser.v10i1.84028

Citation Check