PhET simulation in education: A bibliometric analysis of the Scopus database

Authors

  • Fatma Suryani Harahap Chemistry Education, Faculty of Teacher Training and Education, Universitas Muhammadiyah Tapanuli Selatan, Indonesia
  • Eko Susetyarini Doctor of Education, Postgraduate, Universitas Muhammadiyah Malang, Indonesia
  • Elly Purwanti Doctor of Education, Postgraduate, Universitas Muhammadiyah Malang, Indonesia
  • Sulidar Fitri Doctor of Education, Postgraduate, Universitas Muhammadiyah Malang, Indonesia
  • Nia Kurniaty Rukman Doctor of Education, Postgraduate, Universitas Muhammadiyah Malang, Indonesia
  • Heni Mulyani Pohan Chemistry Education, Faculty of Teacher Training and Education, Universitas Muhammadiyah Tapanuli Selatan, Indonesia

DOI:

https://doi.org/10.22219/raden.v5i1.40504

Keywords:

Bibliometric Analysis, PhET, Education

Abstract

The advancement of digital technology has significantly transformed approaches to science and mathematics education, notably through the use of interactive simulations. One of the most prominent innovations is PhET Simulations, widely employed to enhance conceptual learning and 21st-century skills. This study aims to analyze the trends and contributions of PhET Interactive Simulations in science and mathematics education through a bibliometric approach based on Scopus data (2006–2024). Using the PRISMA method, 82 selected articles were analyzed via VOSviewer and CSV to map publication dynamics, citations, international collaborations, and research focus. The results indicate a significant increase in publications since 2017, peaking in 2020–2021 due to technology adoption during the COVID 19 pandemic. Indonesia dominates in publication quantity (40 documents), while the United States leads in citation influence. Key topics include enhancing conceptual understanding, integrating problem-based learning (PBL) models, and utilizing interactive simulations for critical thinking skills. Early publications (2006–2008, remain the most influential references with 263 citations.  However, the study identifies gaps, including limited research on long-term impacts, cultural context variations, and educators’ roles in simulation-based learning. This analysis recommends exploring PhET integration in STEM models, developing adaptive pedagogical strategies, and conducting comparative studies on simulation vs. conventional methods. The findings underscore PhET’s critical role as a transformative tool in digital education, particularly in facilitating exploratory and collaborative learning.

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References

Alsalhi, N. R., Ismail, A. A. K. H., Alqawasmi, A., Abdelkader, A. F. I., Alqatawneh, S., & Salem, O. (2024). The effect of using PhET Interactive simulations on academic achievement of physics students in higher education institutions. Educational Sciences: Theory and Practice, 24(1), 65–75. https://doi.org/10.12738/jestp.2024.1.006

Aminah, S. N., & Astuti, D. P. (2020). The development of PBL e-handout assisted by PhET simulation of optical material-lenses for high school students. In W. A., P. null, A. N.A., & D. M.I.B.M. (Eds.), Journal of Physics: Conference Series (Vol. 1440, Issue 1). Institute of Physics Publishing. https://doi.org/10.1088/1742-6596/1440/1/012038

Aminoto, T., Pujaningsih, F. B., Dani, R., & Riantoni, C. (2021). Assessing pre-service physics teachers’ competencies in designing photo-electric effect experiment using PhET simulation. Journal of Physics: Conference Series, 1876(1). https://doi.org/10.1088/1742-6596/1876/1/012065

Ardiyati, T. K., Wilujeng, I., & Kuswanto, H. (2019). The effect of scaffolding approach assisted by PhET simulation on the achievement of science process skills in physics. In H. T. (Ed.), Journal of Physics: Conference Series (Vol. 1233, Issue 1). Institute of Physics Publishing. https://doi.org/10.1088/1742-6596/1233/1/012035

Assawaphum, A., Premthaisong, S., & Chaipidech, P. (2023). Application of blended learning with PhET simulation to encourage learning in mathematics of fractions. In S. J.-L., K. A., C. W., C. W., O. H., B. R., C. B., D. S., M. J., Y. A.M.F., Y. Y., & Z. H. (Eds.), 31st International Conference on Computers in Education, ICCE 2023 - Proceedings (Vol. 2, pp. 668–677). Asia-Pacific Society for Computers in Education. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85181776395&partnerID=40&md5=dc55ffc07b8eb07dbe4650e8569ff8da

Banda, H. J., & Nzabahimana, J. (2023). The Impact of physics education technology (PhET) interactive simulation-based learning on motivation and academic achievement among Malawian physics students. Journal of Science Education and Technology, 32(1), 127–141. https://doi.org/10.1007/s10956-022-10010-3

Chinaka, T. W. (2021). The effect of PhET simulation vs. phenomenon-based experiential learning on students’ integration of motion along two independent axes in projectile motion. African Journal of Research in Mathematics, Science and Technology Education, 25(2), 185–196. https://doi.org/10.1080/18117295.2021.1969739

Chotimah, C. (2020). A meta-analysis of the effects of using PhET interactive simulations on student’s worksheets toward senior high school students learning result of physics. In R. null, F. of M. and N. S. (Eds.), Journal of Physics: Conference Series (Vol. 1481, Issue 1). Institute of Physics Publishing. https://doi.org/10.1088/1742-6596/1481/1/012093

Clark, T. M., & Chamberlain, J. M. (2014). Use of a PhET interactive simulation in general chemistry laboratory: Models of the hydrogen atom. Journal of Chemical Education, 91(8), 1198–1202. https://doi.org/10.1021/ed400454p

Diab, H., Daher, W., Rayan, B., Issa, N., & Rayan, A. (2024). Transforming science education in elementary schools: the power of PhET simulations in enhancing student learning. Multimodal Technologies and Interaction, 8(11). https://doi.org/10.3390/mti8110105

Habibi, H., Jumadi, J., & Mundilarto, M. (2020). Phet simulation as means to trigger the creative thinking skills of physics concepts. International Journal of Emerging Technologies in Learning, 15(6), 166–172. https://doi.org/10.3991/IJET.V15I06.11319

Hasyim, F., Prastowo, T., & Jatmiko, B. (2020). The use of android-based PhET simulation as an effort to improve students’ critical thinking skills during the Covid-19 pandemic. International Journal of Interactive Mobile Technologies, 14(19), 31–41. https://doi.org/10.3991/ijim.v14i19.15701

Hensberry, K. K. R., Paul, A. J., Moore, E. B., Podolefsky, N. S., & Perkins, K. K. (2013). PhET interactive simulations: New tools to achieve common core mathematics standards. In Common Core Mathematics Standards and Implementing Digital Technologies (pp. 147–167). https://doi.org/10.4018/978-1-4666-4086-3.ch010

Husamah, H., Suwono, H., Nur, H., & Dharmawan, A. (2022). Sustainable development research in Eurasia Journal of Mathematics, Science and Technology Education: A systematic literature review. Eurasia Journal of Mathematics, Science and Technology Education, 18(5). https://doi.org/10.29333/ejmste/11965

Lancaster, K., Moore, E. B., Parson, R., & Perkins, K. K. (2013). Insights from using PhET’s design principles for interactive chemistry simulations. ACS Symposium Series, 1142, 97–126. https://doi.org/10.1021/bk-2013-1142.ch005

Mahtari, S., Wati, M., Hartini, S., Misbah, M., & Dewantara, D. (2020). The effectiveness of the student worksheet with PhET simulation used scaffolding question prompt. Journal of Physics: Conference Series, 1422(1). https://doi.org/10.1088/1742-6596/1422/1/012010

Mardian, V., Dhanil, M., & Yani, I. P. (2023). Bibliometric analysis: The use of PhET simulation in physics learning. Jurnal Penelitian Pembelajaran Fisika, 9(1), 71–78.

McKagan, S. B., Perkins, K. K., Dubson, M., Malley, C., Reid, S., Lemaster, R., & Wieman, C. E. (2008). Developing and researching PhET simulations for teaching quantum mechanics. American Journal of Physics, 76(4–5), 406–417. https://doi.org/10.1119/1.2885199

Medeiros, R. N. D., Naia, M. D., & Lopes, J. B. (2024). PhET interactive simulations in physics teaching practices: a meta-analysis. Revista Brasileira de Ensino de Fisica, 46. https://doi.org/10.1590/1806-9126-RBEF-2024-0186

Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2010). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. International Journal of Surgery, 8(5), 336–341. https://doi.org/10.1016/j.ijsu.2010.02.007

Moore, E. B. (2016). ConfChem conference on interactive visualizations for chemistry teaching and learning: Accessibility for PhET interactive simulations - Progress, challenges, and potential. Journal of Chemical Education, 93(6), 1160–1161. https://doi.org/10.1021/acs.jchemed.5b00772

Moore, E. B., & Perkins, K. K. (2018). Advances in PhET interactive simulations: Interoperable and accessible. In Cyber-Physical Laboratories in Engineering and Science Education (pp. 141–162). Springer International Publishing. https://doi.org/10.1007/978-3-319-76935-6_6

Ndagijimana, J.-B., Musengimana, J., Mushimiyimana, H., Mukama, E., Habimana, O., Manirakiza, P., Dushimimana, J. C., Alpha Munyaruhengeri, J. P., Khan, S., & Lakin, E. (2024). Contribution of an instructional module incorporating PhET simulations to Rwandan students’ knowledge of chemical reactions, acids, and bases through social interactions. Chemistry Education Research and Practice, 26(1), 289–299. https://doi.org/10.1039/d4rp00105b

Ndihokubwayo, K., Uwamahoro, J., & Ndayambaje, I. (2020). Effectiveness of PhET simulations and YouTube videos to improve the learning of optics in rwandan secondary schools. African Journal of Research in Mathematics, Science and Technology Education, 24(2), 253–265. https://doi.org/10.1080/18117295.2020.1818042

Nuraida, O., Akbar, G. S., Farida, I., & Rahmatullah, S. (2021). Using PhET simulation to learning the concept of acid-base. In A. A.G., L. A., & H. M.N. (Eds.), Journal of Physics: Conference Series (Vol. 1869, Issue 1). IOP Publishing Ltd. https://doi.org/10.1088/1742-6596/1869/1/012020

Perkins, K. (2020). Transforming STEM learning at scale: PhET interactive simulations. Childhood Education, 96(4), 42–49. https://doi.org/10.1080/00094056.2020.1796451

Perkins, K., Adams, W., Dubson, M., Finkelstein, N., Reid, S., Wieman, C., & LeMaster, R. (2008). PhET: Interactive simulations for teaching and learning physics. In Collected Papers of Carl Wieman (pp. 702–709). World Scientific Publishing Co. https://doi.org/10.1142/9789812813787_0097

Perkins, K., Moore, E., Podolefsky, N., Lancaster, K., & Denison, C. (2012). Towards research-based strategies for using PhET simulations in middle school physical science classes. AIP Conference Proceedings, 1413, 295–298. https://doi.org/10.1063/1.3680053

Perkins, K., & Wieman, C. (2008). Web watch: Free online resource connects real-life phenomena with science. In Collected Papers of Carl Wieman (pp. 699–701). https://doi.org/10.1142/9789812813787_0096

Putranta, H., & Wilujeng, I. (2019). Physics learning by PhET simulation-assisted using problem based learning (PBL) model to improve students’ critical thinking skills in work and energy chapters in MAN 3 Sleman. Asia-Pacific Forum on Science Learning and Teaching, 20(1). https://www.scopus.com/inward/record.uri?eid=2-s2.0-85074331130&partnerID=40&md5=73a3e7ccbd23665dd2a5c3949303dc80

Rahmawati, E. N., & Astuti, D. P. (2020). Development of e-handout assisted by PhET simulation with problem based learning (PBL) model about momentum conservation law and collision to train students’ conceptual understanding. In W. A., P. null, A. N.A., & D. M.I.B.M. (Eds.), Journal of Physics: Conference Series (Vol. 1440, Issue 1). Institute of Physics Publishing. https://doi.org/10.1088/1742-6596/1440/1/012048

Ramadan, E. M., & Astuti, D. P. (2020). Application of e-handout based on PhET simulation to improve critical thinking skills and learning independence of high school students. In W. A., P. null, A. N.A., & D. M.I.B.M. (Eds.), Journal of Physics: Conference Series (Vol. 1440, Issue 1). Institute of Physics Publishing. https://doi.org/10.1088/1742-6596/1440/1/012025

Rayan, B., Daher, W., Diab, H., & Issa, N. (2023). Integrating PhET Simulations into Elementary Science Education: A Qualitative Analysis. Education Sciences, 13(9). https://doi.org/10.3390/educsci13090884

Rustana, C. E., Khalifah, S. N., & Sugihartono, I. (2021). The effect of the use of harmonic movement PhET interactive simulation in online learning process on mastering the concept of high school students. Journal of Physics: Conference Series, 2019(1). https://doi.org/10.1088/1742-6596/2019/1/012022

Ruwiyah, S., Rahman, N. F. A., Rahim, A. R. A., Yusof, M. Y., & Umar, S. H. (2021). Cultivating science process skills among physics students using PhET simulation in teaching. Journal of Physics: Conference Series, 2126(1). https://doi.org/10.1088/1742-6596/2126/1/012007

Saputra, S., & Wilujeng, I. (2020). Physics based learning effectiveness PhET simulation model using Problem Based Learning (PBL) for self-independent learning on material and energy enterprises learners MAN 3 Sleman. Journal of Physics: Conference Series, 1567(3). https://doi.org/10.1088/1742-6596/1567/3/032097

Siswoyo, S., & Muliyati, D. (2021). Teaching high school physics using PhET interactive simulation. In M. M., R. Y., D. M., & F. E. (Eds.), AIP Conference Proceedings (Vol. 2331). American Institute of Physics Inc. https://doi.org/10.1063/5.0041657

Susetyarini, E., & Fauzi, A. (2020). Trend of critical thinking skill researches in biology education journals across Indonesia: From research design to data analysis. International Journal of Instruction, 13(1), 535–550. https://doi.org/10.29333/iji.2020.13135a

Susila, A. B., Chanifah, A., & Delina, M. (2021). Development of Digital Worksheet with PhET Simulation on Quantum Physics to Enhance Students’ HOTS. In N. H., F. R., I. W., B. E., B. F., P. T.B., & M. D. (Eds.), AIP Conference Proceedings (Vol. 2320). American Institute of Physics Inc. https://doi.org/10.1063/5.0039417

Utami, T., Wilujeng, I., & Kuswanto, H. (2019). Subject specific pedagogy development with scaffolding approach assisted by PhET simulation on momentum conservation law to improve students’ conceptual understanding and learning independence. in H. T. (Ed.), Journal of Physics: Conference Series (Vol. 1233, Issue 1). Institute of Physics Publishing. https://doi.org/10.1088/1742-6596/1233/1/012066

Wieman, C. E., Adams, W. K., Loeblein, P., & Perkins, K. K. (2010). Teaching physics using phet simulations. Physics Teacher, 48(4), 225–227. https://doi.org/10.1119/1.3361987

Wieman, C. E., Adams, W. K., & Perkins, K. K. (2008). Physics. PhET: Simulations that enhance learning. Science, 322(5902), 682–683. https://doi.org/10.1126/science.1161948

Wilujeng, I., & Hardiyanti, S. (2020). Interactive conceptual instruction model assisted by PhET simulations on the improvement of physics multiple representations. In W. A., P. null, A. N.A., & D. M.I.B.M. (Eds.), Journal of Physics: Conference Series (Vol. 1440, Issue 1). Institute of Physics Publishing. https://doi.org/10.1088/1742-6596/1440/1/012030

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Published

2025-06-15

How to Cite

Harahap, F. S., Susetyarini, E., Purwanti, E., Fitri, S., Rukman, N. K., & Pohan, H. M. (2025). PhET simulation in education: A bibliometric analysis of the Scopus database. Research and Development in Education (RaDEn), 5(1), 555–570. https://doi.org/10.22219/raden.v5i1.40504

Issue

Vol. 5 No. 1 (2025): July

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Articles

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Copyright (c) 2025 Fatma Suryani Harahap, Eko Susetyarini, Elly Purwanti, Sulidar Fitri, Nia Kurniaty Rukman, Heni Mulyani Pohan

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