Mapping the STEM-Creativity Nexus: A Bibliometric and SLR Analysis of Learning Models, Barriers, and Future Directions in Science Education

Authors

  • Bintan Nuril Irvaniyah Facuty of Mathematics and Natural Sciences, Universitas Negeri Malang
    Indonesia
  • Parno Parno Facuty of Mathematics and Natural Sciences, Universitas Negeri Malang
    Indonesia
    https://orcid.org/0000-0002-1363-0453
  • Nina Diana Nawi Faculty of Social Sciences and Humanities, Universiti Teknologi Malaysia
    Malaysia

DOI:

https://doi.org/10.23917/ijolae.v7i2.7981

Keywords:

design-based learning, education literacy, educational reforms, inquiry-based learning, innovative learning, learning models, project-based learning, STEM

Abstract

This study aims to review the application of the STEM approach in improving creative thinking abilities in science education, using the Systematic Literature Review (SLR) method. A total of 26 articles retrieved from Scopus and Google Scholar databases were analyzed. The data visualization process was conducted using R Studio and Microsoft Excel to map related research trends. The results of the review showed that the application of STEM approaches is growing and gaining widespread attention from lecturers, teachers, researchers and education stakeholders globally, especially in Indonesia, Taiwan, Turkey and Germany. Indonesia dominates research in this area, mainly due to the influence of national policies and curricula that support STEM implementation. Various learning methods and models such as Project-Based Learning (PjBL), Inquiry-Based Learning (IBL), and Design-Based Learning have been integrated with the STEM approach and proven effective in improving students' creative thinking ability. Key barriers include limited time, insufficient resources and challenges in adapting curricula to support STEM implementation in specific subjects. Creativity is difficult to develop with just one short intervention; it requires a supportive social environment, repeated practice and greater freedom for exploration. As an innovative step, future research may consider integrating the Clarity Learning Model (CLM) as a new element to strengthen the learning structure. These findings provide important insights for educators and researchers in designing STEM-based learning that is more effective and relevant to future needs.

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References

Ahmad, D. N., Astriani, M. M., & Alfahnum, M. (2021). Increasing creative thinking of students by learning organization with steam education. Jurnal Pendidikan IPA Indonesia. https://doi.org/10.15294/jpii.v10i1.27146

Alkathiri, F., Alshreef, S., Alajmi, S., Al-sowayan, A., & Alahmad, N. (2018). A Systematic Review: The Relationship between Learning Styles and Creative Thinking Skills. English Language and Literature Studies, 8(1), 34. https://doi.org/10.5539/ells.v8n1p34

Altan, E. B., & Tan, S. (2021). Concepts of creativity in design based learning in STEM education. International Journal of Technology and Design Education. https://doi.org/10.1007/s10798-020-09569-y

Aria, M., & Cuccurullo, C. (2017). Bibliome-trix: An R-tool for comprehensive science mapping analysis. Journal of Informe-trics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007

Nandiyanto A. B., Dwi Fitria Al Husaeni, & Dwi Novia Al Husaeni. (2023). Introdu-cing ASEAN Journal for Science and Engineering in Materials: Bibliometric Analysis. Journal of Advanced Research in Applied Mechanics, 112(1), 102–113. https://doi.org/10.37934/aram.112.1.102113

Azhari, A., Irwandi, I., Jalil, Z., Ilhamsyah, Y., Sulastri, S., Muhibuddin, M., & Ra-sul, M. S. (2023). Integration Merdeka Belajar concept in development STEMC module for electrochemical and renewable energy at vocational school SMK SMTI Banda Aceh. Journal of Physics: Confe-rence Series, 2596(1). https://doi.org/10.1088/1742-6596/2596/1/012076

Conradty, C., & Bogner, F. X. (2019). From STEM to STEAM: Cracking the code? How creativity & motivation interacts with inquiry-based learning. Creativity Research Journal. https://doi.org/10.1080/10400419.2019.1641678

Aguirre, H. C., & Gonzalez, E. (2021). Facul-ty Perspectives on Research Collabora-tions between the U.S. and Mexico. Edu-cation, Language and Sociology Rese-arch, 2(3), p63. https://doi.org/10.22158/elsr.v2n3p63

Dermawan, D. D., & Andartiani, K. (2022). Worksheets Electronic Development of STEAM-Based to Improve Students’ Creative Thinking Ability. In Jurnal Hi-potenusa. core.ac.uk. https://core.ac.uk/download/pdf/524816930.pdf

Dotson, M. E., Alvarez, V., Tackett, M., As-turias, G., Leon, I., & Ramanujan, N. (2020). Design Thinking-Based STEM Learning: Preliminary Results on Achie-ving Scale and Sustainability Through the IGNITE Model. Frontiers in Education, 5(Query date: 2024-12-05 14:38:58). https://doi.org/10.3389/feduc.2020.00014

EL-Deghaidy, H., Mansour, N., Alzaghibi, M., & Alhammad, K. (2017). Context of STEM Integration in Schools: Views from In-service Science Teachers. EU-RASIA Journal of Mathematics, Science and Technology Education, 13(6). https://doi.org/10.12973/eurasia.2017.01235a

Fahmi, R. M., & Jumadi, J. (2023). Analysis of Research Trends in Creative Thinking Skills in Science Learning: A Systemic Literature Review. Jurnal Penelitian Pen-didikan IPA, 9(7), 204–211. https://doi.org/10.29303/jppipa.v9i7.2742

Fatihatussaadah, I., Yamtinah, S., Ariani, S. R. D., Wiyarsi, A., Widarti, H. R., Shi-diq, A. S., & Abrori, F. M. (2024). Fos-tering collaboration and enhancing stu-dent learning achievement through the in-tegration of ethnoscience in the Common Knowledge Construction Model with po-dcast media. Indonesian Journal on Lear-ning and Advanced Education (IJOLAE), 295-314.

Haim, K., & Aschauer, W. (2024). Innovative FOCUS: A Program to Foster Creativity and Innovation in the Context of Educa-tion for Sustainability. Sustainability (Switzerland), 16(6). https://doi.org/10.3390/su16062257

Harris, A., & De Bruin, L. (2018). An inter-national study of creative pedagogies in practice in secondary schools: Toward a creative ecology. Journal of Curriculum and Pedagogy, 15(2), 215–235. https://doi.org/10.1080/15505170.2018.1457999

Hebebci, M. T., & Usta, E. (2022). The ef-fects of integrated STEM education prac-tices on problem solving skills, scientific creativity, and critical thinking disposi-tions. In Participatory Educational Rese-arch. dergipark.org.tr. https://dergipark.org.tr/en/pub/per/article/1170048

Honey, M., Pearson, G., & Schweingruber, H. (2014). STEM integration in K-12 education: Status, prospects, and an agenda for research (Vol. 500). National Academies Press.

Hsiao, P.-W., & Su, C.-H. (2021). A Study on the Impact of STEAM Education for Sustainable Development Courses and Its Effects on Student Motivation and Lear-ning. Sustainability, 13(7), 3772. https://doi.org/10.3390/su13073772

Ilma, A. Z., Wilujeng, I., Widowati, A., Nur-tanto, M., & Kholifah, N. (2023). A Sys-tematic Literature Review of STEM Edu-cation in Indonesia (2016-2021): Contri-bution to Improving Skills in 21st Centu-ry Learning. Pegem Journal of Education and Instruction, 13(02). https://doi.org/10.47750/pegegog.13.02.17

Jantassova, D., Churchill, D., Shebalina, O., & Akhmetova, D. (2022). Capacity Buil-ding for Engineering Training and Technology via STEAM Education. Edu-cation Sciences, 12(11). https://doi.org/10.3390/educsci12110737

Jauk, E., Benedek, M., & Neubauer, A. C. (2014). The Road to Creative Achieve-ment: A Latent Variable Model of Ability and Personality Predictors. European Journal of Personality, 28(1), 95–105. https://doi.org/10.1002/per.1941

Jolly, A. (2017). STEM by design: Strategies and activities for grades 4-8. Routledge.

Kaufman, J. C., & Sternberg, R. J. (2019). The Cambridge Handbook of Creativity (2nd ed.). Cambridge University Press. 10.1017/9781316979839

Khalil, R. Y., Tairab, H., Qablan, A., & Ala-rabi, K. (2023). STEM-Based Curriculum and Creative Thinking in High School Students. In Education Sciences.

Khut, S., & Shimizu, K. (2023). Integrating STEM Approach in K-12 Science Educa-tion Teaching Practice: A Systematic Lite-rature Review. International Journal of Research in STEM Education, 5(2), 1–18. https://doi.org/10.33830/ijrse.v5i2.1598

Kırıcı, M. G., & Bakırcı, H. (2021). The effect of STEM supported research-inquiry-based learning approach on the scientific creativity of 7th grade students. Journal of Pedagogical Research. https://www.ijopr.com/article/the-effect-of-stem-supported-research-inquiry-based-learning-approach-on-the-scientific-creativity-10795

Laksmiwati, P. A., Lavicza, Z., & Cahyono, A. N. (2024). Empowering STEAM Le-arning Implementation through Investiga-ting Indonesian Teacher Experts’ Views with a Delphi Method. Indonesian Jour-nal on Learning and Advanced Education (IJOLAE), 6(2), 214–229. https://doi.org/10.23917/ijolae.v6i2.23460

Lamb, P. S., Mare, D. Q., & Doecke, E. (2017). Key Skills for the 21st Century: An evidence-based review. Centre for In-ternational Research on Education Sys-tems (CIRES).

Liao, C. (2016). From Interdisciplinary to Transdisciplinary: An Arts-Integrated Approach to STEAM Education. Art Education, 69(6), 44–49. https://doi.org/10.1080/00043125.2016.1224873

Margot, K. C., & Kettler, T. (2019). Teachers’ perception of STEM integration and edu-cation: A systematic literature review. In-ternational Journal of STEM Education, 6(1), 2. https://doi.org/10.1186/s40594-018-0151-2

Martín‐Páez, T., Aguilera, D., Pera-les‐Palacios, F. J., & Vílchez‐González, J. M. (2019). What are we talking about when we talk about STEM education? A review of literature. Science Education, 103(4), 799–822. https://doi.org/10.1002/sce.21522

Mou, T. Y. (2024). The practice of visual storytelling in STEM: Influence of creati-ve thinking training on design students’ creative self-efficacy and motivation. In Thinking Skills and Creativity. Elsevier. https://www.sciencedirect.com/science/article/pii/S1871187123002262

Muliyati, D., Prastiawan, F., & Mutoharoh, M. (2023). Development of STEM pro-ject-based learning student worksheet for Physics learning on renewable energy to-pic. Journal of Physics: Conference Seri-es, 2596(1). https://doi.org/10.1088/1742-6596/2596/1/012078

Nurhikmayati, I., Kusumah, Y. S., & Darhim, D. (2024). Mathematical Critical Thin-king Skills through STEM/STEAM Ap-proach: A Systematic Literature Review. The Eurasia Proceedings of Educational and Social Sciences, 145–160. https://doi.org/10.55549/epess.810

Park, H., Byun, S., Sim, J., Han, H.-S., & Baek, Y. S. (2016). Teachers’ Percep-tions and Practices of STEAM Education in South Korea. EURASIA Journal of Mathematics, Science and Technology Education, 12(7). https://doi.org/10.12973/eurasia.2016.1531a

Perignat, E., & Katz-Buonincontro, J. (2019). STEAM in practice and research: An in-tegrative literature review. Thinking Skills and Creativity, 31, 31–43. https://doi.org/10.1016/j.tsc.2018.10.002

Prayogi, S., Bilad, M. R., Verawati, N. N. S. P., & Asy’ari, M. (2024). Inquiry vs. In-quiry-Creative: Emphasizing Critical Thinking Skills of Prospective STEM Teachers in the Context of STEM Lear-ning in Indonesia. Education Sciences, 14(6). https://doi.org/10.3390/educsci14060593

Purnamasari, D., Ashadi, & Utomo, S. B. (2020). Analysis of STEM-PBL based e-module needs to improve students’ criti-cal-thinking skills. Journal of Physics: Conference Series, 1511(1). https://doi.org/10.1088/1742-6596/1511/1/012096

Putri, A. S., Prasetyo, Z. K., Purwastuti, L. A., Prodjosantoso, A. K., & Putranta, H. (2023). Effectiveness of STEAM-based blended learning on students’ critical and creative thinking skills. International Journal of Evaluation and Research in Education, 12(1), 44–52. https://doi.org/10.11591/ijere.v12i1.22506

Rahmawati, Y., Ridwan, A., Hadinugraha-ningsih, T., & Soeprijanto. (2019). Deve-loping critical and creative thinking skills through STEAM integration in chemistry learning. Journal of Physics: Conference Series, 1156(1). https://doi.org/10.1088/1742-6596/1156/1/012033

Rochman, S., Rustaman, N., Ramalis, T. R., Amri, K., Zukmadini, A. Y., Ismail, I., & Putra, A. H. (2024). How Bibliometric Analysis Using VOSviewer Based on Artificial Intelligence Data (using Resear-chRabbit Data): Explore Research Trends in Hydrology Content. ASEAN Journal of Science and Engineering, 4(2), 251–294.

Rochman, T., Tselegkaridis, S., & Stamovla-sis, D. (2024). Educational robotics and STEM in primary education: A review and a meta-analysis. Journal of Research on Technology in Education, 56(4), 462–476. https://doi.org/10.1080/15391523.2022.2160394

Setyaningsih, E., Agustina, P., Anif, S., Ah-mad, C. N. C., Sofyan, I., Saputra, A., Salleh, W. N. W. M., Shodiq, D. E., Rahayu, S., & Hidayat, M. L. (2022). PBL-STEM Modul Feasibility Test for Preservice Biology Teacher. Indonesian Journal on Learning and Advanced Edu-cation (IJOLAE), 4(2), 118–127. https://doi.org/10.23917/ijolae.v4i2.15980

Shukri, A. A. M., Ahmad, C. N. C., & Daud, N. (2020). Integrated STEM-based mo-dule: Relationship between students’ creative thinking and science achieve-ment. Jurnal Pendidikan Biologi Indone-sia. https://doi. org/10.22219/jpbi.v6i2.12236

Sickler-Voigt, D. C. (2023). STEAM Tea-ching and Learning Through the Arts and Design: A Practical Guide for PK–12 Educators (1st ed.). Routledge. https://doi.org/10.4324/9781003183693

Siew, N. M., & Ambo, N. (2020). The Scien-tific Creativity of Fifth Graders in a STEM Project-Based Cooperative Lear-ning Approach. Problems of Education in the 21st Century. https://www.ceeol.com/search/article-detail?id=939456

Siew, N. M., Goh, H., & Sulaiman, F. (2017). Integrating STEM in an Enginee-ring Design Process: The Learning Expe-rience of Rural Secondary School Stu-dents in an Outreach Challenge Program. Journal of Baltic Science Education, 15(4), 477–493. https://doi.org/10.33225/jbse/16.15.477

Solihat, A. N., Dahlan, D., Kusnendi, K., & Susetyo, B. (2024). Artificial Intelligence (AI)-based Learning Media: Definition, Bibliometric, Classification, and Issues for Enhancing Creative Thinking in Edu-cation. ASEAN Journal of Science and Engineering, 4(3), 349–382.

Sumarni, W., & Kadarwati, S. (2020). Ethno-STEM Project-Based Learning: Its Im-pact to Critical and Creative Thinking Skills. Jurnal Pendidikan IPA Indonesia. https://journal.unnes.ac.id/nju/jpii/article/view/21754

Supahar, Rosana, D., Sukardiyono, & Ibrohim. (2024). Implementation of audio biostimulators and IOT in STEM learning to enhance the quantity of herbal medici-nal plants in Indonesia. International Journal of Innovative Research and Sci-entific Studies, 7(3), 1075–1087. https://doi.org/10.53894/ijirss.v7i3.3083

Syahmani, S., Hafizah, E., Sauqina, S., Ad-nan, M. B., & Ibrahim, M. H. (2021). STEAM Approach to Improve Environ-mental Education Innovation and Literacy in Waste Management: Bibliometric Re-search. Indonesian Journal on Learning and Advanced Education (IJOLAE), 3(2), 130–141. https://doi.org/10.23917/ijolae.v3i2.12782

Tran, N. H., Huang, C. F., Hsiao, K. H., Lin, K. L., & ... (2021). Investigation on the influences of STEAM-based curriculum on scientific creativity of elementary school students. In Frontiers in Educa-tion. frontiersin.org. https://doi.org/10.3389/feduc.2021.694516

Tselegkaridis, S., & Sapounidis, T. (2022). Exploring the Features of Educational Robotics and STEM Research in Primary Education: A Systematic Literature Revi-ew. Education Sciences, 12(5), 305. https://doi.org/10.3390/educsci12050305

Ulger, K. (2018). The Effect of Problem-Based Learning on the Creative Thinking and Critical Thinking Disposition of Stu-dents in Visual Arts Education. Interdis-ciplinary Journal of Problem-Based Le-arning, 12(1). https://doi.org/10.7771/1541-5015.1649

Vidákovich, T., Suherman, & Komaruddin. (2021). STEM-E: Fostering mathematical creative thinking ability in the 21st Centu-ry. Journal of Physics: Conference Seri-es. https://doi.org/10.1088/1742-6596/1882/1/012164

Wannapiroon, N., & Pimdee, P. (2022). Thai undergraduate science, technology, engi-neering, arts, and math (STEAM) creative thinking and innovation skill deve-lopment: A conceptual model using a di-gital virtual classroom learning environ-ment. Education and Information Technologies, 27(4), 5689–5716. https://doi.org/10.1007/s10639-021-10849-w

Yazar Soyadı, B. B. (2015). Creative and Cri-tical Thinking Skills in Problem-based Learning Environments. Journal of Gifted Education and Creativity, 2(2), 71–71. https://doi.org/10.18200/JGEDC.2015214253

Yulianti, D., Sugianto, & Ngafidin, K. M. (2022). Scratch Assisted Physics Lear-ning With a STEM Approach In The Pandemic Era To Develop 21st Century Learning Skills. Jurnal Pendidikan IPA Indonesia, 11(1), 185–194. https://doi.org/10.15294/jpii.v11i1.32607

Yulianti, D., Wiyanto, Rusilowati, A., & Nu-groho, S. E. (2020). Student worksheets based on Science, Technology, Enginee-ring and Mathematics (STEM) to facilita-te the development of critical and creative thinking skills. Journal of Physics: Con-ference Series, 1567(2). https://doi.org/10.1088/1742-6596/1567/2/022068

Yusuf, A. R., Marji, Sutadji, E., & Sugandi, M. (2023). Integration of STEM Project-Based Learning into 21st Century Lear-ning and Innovation Skills (4Cs) in Vo-cational Education Using SEM Model Analysis. Hacettepe Egitim Dergisi, 38(4), 454–469. https://doi.org/10.16986/HUJE.2023.499

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Submitted

2025-01-02

Accepted

2025-05-16

Published

2025-05-31

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Articles