Bibliometric Analysis of Research Trends in STEM Education and Higher-Order Thinking Skills (HOTS) in Physics Learning
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Admawati, H., & Jumadi, J. (2021). The impact of STEM PjBL on students’ engineering practice, scientific practice, and scientific attitude. Journal of Physics: Conference Series, 1882(1). https://doi.org/10.1088/1742-6596/1882/1/012151
Afriyanti, M., Suyatna, A., & Viyanti. (2021). Design of e-modules to stimulate HOTS on static fluid materials with the STEM approach. Journal of Physics: Conference Series, 1788(1). https://doi.org/10.1088/1742-6596/1788/1/012032
Agussuryani, Q., Sudarmin, S., Sumarni, W., Cahyono, E., & Ellianawati, E. (2022). STEM literacy in growing vocational school student HOTS in science learning: A meta-analysis. International Journal of Evaluation and Research in Education, 11(1), 51–60. https://doi.org/10.11591/ijere.v11i1.21647
Anderson, L. W., & Krathwohl, D. R. (2001). A taxonomy for learning, teaching, and assessing: A revision of Bloom’s taxonomy of educational objectives: complete edition. Addison Wesley Longman, Inc.
Apkarian, N., Henderson, C., Stains, M., Raker, J., Johnson, E., & Dancy, M. (2021). What really impacts the use of active learning in undergraduate STEM education? Results from a national survey of chemistry, mathematics, and physics instructors. PLoS ONE, 16(2 February). https://doi.org/10.1371/journal.pone.0247544
Ashari, R. M. R., Suwono, H., & Fachrunnisa, R. (2021). Students HOTS in PjBL based STEM learning in biology classroom: An experimental analysis. AIP Conference Proceedings, 2330. https://doi.org/10.1063/5.0043256
Bakri, F. P., Budi, E., & Rahmawati, Y. (2023). The integration of mobile learning in STEM-PjBL for Physics learning: A systematic literature review. Journal of Physics: Conference Series, 2596(1). https://doi.org/10.1088/1742-6596/2596/1/012065
Baran, M., Baran, M., Karakoyun, F., & Maskan, A. (2021). The Influence of Project-Based STEM (PjbL-STEM) Applications on the Development of 21st-Century Skills. Journal of Turkish Science Education, 18(4), 798–815. https://doi.org/10.36681/tused.2021.104
Berkowitz, M., & Stern, E. (2018). Which cognitive abilities make the difference? Predicting academic achievements in advanced stem studies. Journal of Intelligence, 6(4), 1–24. https://doi.org/10.3390/jintelligence6040048
Calabrese Barton, A., & Tan, E. (2019). Designing for Rightful Presence in STEM: The Role of Making Present Practices. Journal of the Learning Sciences, 28(4), 616–658. https://doi.org/10.2307/48545167
Chittum, J. R., Jones, B. D., Akalin, S., & Schram, Á. B. (2017). The effects of an afterschool STEM program on students’ motivation and engagement. International Journal of STEM Education, 4(1). https://doi.org/10.1186/s40594-017-0065-4
Costa, M. C., Ferreira, C. A. F., & Pinho, H. J. O. (2023). Physics of Sound to Raise Awareness for Sustainable Development Goals in the Context of STEM Hands-On Activities. Sustainability (Switzerland), 15(4). https://doi.org/10.3390/su15043676
Crawford, A. J., Hays, C. L., Schlichte, S. L., Greer, S. E., Mallard, H. J., Singh, R. M., Clarke, M. A., & Schiller, A. M. (2021). Retrospective Analysis of a STEM Outreach Event Reveals Positive Influences on Student Attitudes Toward STEM Careers but not Scientific Methodology. Advances in Physiology Education, 45(3), 427–436. https://doi.org/10.1152/ADVAN.00118.2020
Dare, E. A., Keratithamkul, K., Hiwatig, B. M., & Li, F. (2021). Beyond content: The role of stem disciplines, real-world problems, 21st century skills, and stem careers within science teachers’ conceptions of integrated stem education. Education Sciences, 11(11). https://doi.org/10.3390/educsci11110737
Dere, Z. (2024). Do scientific attitude and intelligence affect motivation towards STEM? Structural equation modelling. Frontiers in Psychology, 15. https://doi.org/10.3389/fpsyg.2024.1481229
Diansah, I., Suyatna, A., & Viyanti. (2021). STEM-based physics multimedia design for stimulating HOTS on water and wind energy topic: Physics teacher perception. IOP Conference Series: Earth and Environmental Science, 1796(1). https://doi.org/10.1088/1742-6596/1796/1/012002
Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070
Eltanahy, M., Forawi, S., & Mansour, N. (2020). Incorporating entrepreneurial practices into stem education: Development of interdisciplinary e-stem model in high school in the united arab emirates. Thinking Skills and Creativity, 37. https://doi.org/10.1016/j.tsc.2020.100697
Fan, S. C., & Yu, K. C. (2017). How an integrative STEM curriculum can benefit students in engineering design practices. International Journal of Technology and Design Education, 27(1), 107–129. https://doi.org/10.1007/s10798-015-9328-x
Fan, S. C., Yu, K. C., & Lin, K. Y. (2021). A framework for implementing an engineering-focused stem curriculum. International Journal of Science and Mathematics Education, 19(8), 1523–1541. https://doi.org/10.1007/s10763-020-10129-y
Fiteriani, I., Diani, R., Hamidah, A., & Anwar, C. (2021). Project-based learning through STEM approach: Is it effective to improve students’ creative problem-solving ability and metacognitive skills in physics learning? IOP Conference Series: Earth and Environmental Science, 1796(1). https://doi.org/10.1088/1742-6596/1796/1/012058
Fitzgerald, M., Salimpour, S., McKinnon, D., Freed, R., & Reichart, D. (2024). Measuring career aspirations in science, technology, engineering, mathematics and education. Journal for STEM Education Research. https://doi.org/10.1007/s41979-024-00134-z
Guan, N. H., Bunyamin, M. A. H., & Khamis, N. (2020). Perspectives of STEM education from physics teachers’ points of view: A quantitative study. Universal Journal of Educational Research, 8(11 C), 72–82. https://doi.org/10.13189/ujer.2020.082309
Hiwatig, B. M. R., Roehrig, G. H., & Rouleau, M. D. (2024). Unpacking the nuances: an exploratory multilevel analysis on the operationalization of integrated STEM education and student attitudinal change. Disciplinary and Interdisciplinary Science Education Research, 6(1). https://doi.org/10.1186/s43031-024-00108-6
Juškevičienė, A., Dagienė, V., & Dolgopolovas, V. (2021). Integrated activities in STEM environment: Methodology and implementation practice. Computer Applications in Engineering Education, 29(1), 209–228.
Khotimah, R. P., Adnan, M., Ahmad, C. N. C., & Murtiyasa, B. (2021). Science, mathematics, engineering, and mathematics (stem) education in indonesia: A literature review. Journal of Physics: Conference Series, 1776(1). https://doi.org/10.1088/1742-6596/1776/1/012028
Kuo, H. C., Tseng, Y. C., & Yang, Y. T. C. (2019). Promoting college student’s learning motivation and creativity through a STEM interdisciplinary PBL human-computer interaction system design and development course. Thinking Skills and Creativity, 31, 1–10. https://doi.org/10.1016/j.tsc.2018.09.001
Li, R. Y., & Ma, Y. Y. (2024). Knowledge and attitudes toward biotechnology in stem education as an indicator of scientific literacy. Journal of Baltic Science Education, 23(1), 76–89. https://doi.org/10.33225/jbse/24.23.76
Li, Y., Wang, K., Xiao, Y., & Froyd, J. E. (2020). Research and trends in STEM education: a systematic review of journal publications. International Journal of STEM Education, 7(1). https://doi.org/10.1186/s40594-020-00207-6
Lin, K. Y., Hsiao, H. S., Chang, Y. S., Chien, Y. H., & Wu, Y. T. (2018). The effectiveness of using 3D printing technology in STEM project-based learning activities. Eurasia Journal of Mathematics, Science and Technology Education, 14(12). https://doi.org/10.29333/ejmste/97189
Lin, K. Y., Yu, K. C., Hsiao, H. S., Chang, Y. S., & Chien, Y. H. (2020). Effects of web-based versus classroom-based STEM learning environments on the development of collaborative problem-solving skills in junior high school students. International Journal of Technology and Design Education, 30(1), 21–34. https://doi.org/10.1007/s10798-018-9488-6
Made Astra, I., Henukh, A., & Uskenat, K. (2023). The effectiveness of STEM-Based Science Teaching Materials in Improving elementary School Students’ Science Literacy. Journal of Physics: Conference Series, 2582(1). https://doi.org/10.1088/1742-6596/2582/1/012047
Margot, K. C., & Kettler, T. (2019). Teachers’ perception of STEM integration and education: a systematic literature review. International Journal of STEM Education, 6(1). https://doi.org/10.1186/s40594-018-0151-2
Martawijaya, M. A., Rahmadhanningsih, S., Swandi, A., Hasyim, M., & Sujiono, E. H. (2023). The effect of applying the ethno-stem-project-based learning model on students’ higher-order thinking skill and misconception of physics topics related to lake tempe, indonesia. Jurnal Pendidikan IPA Indonesia, 12(1), 1–13. https://doi.org/10.15294/jpii.v12i1.38703
Martín-Páez, T., Aguilera, D., Perales-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
Muliyati, D., Prastiawan, F., & Mutoharoh, M. (2023). Development of STEM project-based learning student worksheet for Physics learning on renewable energy topic. Journal of Physics: Conference Series, 2596(1). https://doi.org/10.1088/1742-6596/2596/1/012078
Öztürk, O., Kocaman, R., & Kanbach, D. K. (2024). How to design bibliometric research: an overview and a framework proposal. Review of Managerial Science. https://doi.org/10.1007/s11846-024-00738-0
Parno, Yuliati, L., Hermanto, F. M., & Ali, M. (2020). A case study on comparison of high school students’ scientific literacy competencies domain in physics with different methods: PBL-stem education, PBL, and conventional learning. Jurnal Pendidikan IPA Indonesia, 9(2), 159–168. https://doi.org/10.15294/jpii.v9i2.23894
Perdana, R., Apriani, A. N., Richardo, R., Rochaendi, E., & Kusuma, C. (2021). Elementary students’ attitudes towards STEM and 21st-century skills. International Journal of Evaluation and Research in Education, 10(3), 1080–1088. https://doi.org/10.11591/IJERE.V10I3.21389
Pont-Niclòs, I., Martín-Ezpeleta, A., & Echegoyen-Sanz, Y. (2024). Scientific creativity in secondary students and its relationship with STEM-related attitudes, engagement and work intentions. Frontiers in Education, 9. https://doi.org/10.3389/feduc.2024.1382541
Pratama, R. A., Pratiwi, I. M., Saputra, M. A., & Sumargono. (2022). Integration of STEM education in history learning. International Journal of Evaluation and Research in Education, 11(1), 313–320. https://doi.org/10.11591/ijere.v11i1.22064
Rahmayani, F., Kuswanto, H., & Rahmat, A. D. (2024). Development of e-book integrated augmented reality based on stem approaches to improve critical thinking and multiple representation skills in learning physics. International Journal of Information and Education Technology, 14(4), 632–641. https://doi.org/10.18178/ijiet.2024.14.4.2087
Rizki, I. A., & Suprapto, N. (2024). Project-oriented problem-based learning through SR-STEM to foster students’ critical thinking skills in renewable energy material. Journal of Science Education and Technology, 33(4), 526–541.
Rosenzweig, E. Q., Chen, X. Y., Song, Y., Baldwin, A., Barger, M. M., Cotterell, M. E., Dees, J., Injaian, A. S., Weliweriya, N., Walker, J. R.,
Wiegert, C. C., & Lemons, P. P. (2024). Beyond STEM attrition: changing career plans within STEM fields in college is associated with lower motivation, certainty, and satisfaction about one’s career. International Journal of STEM Education, 11(1). https://doi.org/10.1186/s40594-024-00475-6
Rustaman, N. Y. (2021). System thinking as a sustainable competency in facilitating conceptual change through STEM based learning in biology. Journal of Physics: Conference Series, 1806(1). https://doi.org/10.1088/1742-6596/1806/1/012223
Samsuar, S., Artika, W., Sarong, M. A., Rahmatan, H., & Pada, A. U. T. (2021). Smartphone microscope based on the STEM approach as a practicum tool to improve students’ scientific attitudes on Animalia. Journal of Physics: Conference Series, 1882(1). https://doi.org/10.1088/1742-6596/1882/1/012158
Samsudin, M. A., Jamali, S. M., Zain, A. N. M., & Ebrahim, N. A. (2020). The effect of STEM project based learning on self-efficacy among high-school physics students. Journal of Turkish Science Education, 17(1), 94–108. https://doi.org/10.36681/tused.2020.15
Sari, P. M., Herlina, K., & Abdurrahman. (2021). Preliminary Research: Developing Physics Electronic Student Worksheet Based on ExPRession model with the STEM approach. IOP Conference Series: Earth and Environmental Science, 1796(1). https://doi.org/10.1088/1742-6596/1796/1/012080
Sari, S., Suyatna, A., & Viyanti. (2021). Need assesment and design of e-modules to stimulate HOTS on dynamic fluid materials with the STEM approach. IOP Conference Series: Earth and Environmental Science, 1796(1). https://doi.org/10.1088/1742-6596/1796/1/012003
Sari, Y. S., Selisne, M., & Ramli, R. (2019). Role of students worksheet in STEM approach to achieve competence of physics learning. Journal of Physics: Conference Series, 1185(1). https://doi.org/10.1088/1742-6596/1185/1/012096
Selisne, M., Sari, Y. S., & Ramli, R. (2019). Role of learning module in STEM approach to achieve competence of physics learning. Journal of Physics: Conference Series, 1185(1). https://doi.org/10.1088/1742-6596/1185/1/012100
Shahali, E. H. M., Halim, L., Rasul, M. S., Osman, K., & Zulkifeli, M. A. (2017). STEM learning through engineering design: Impact on middle secondary students’ interest towards STEM. Eurasia Journal of Mathematics, Science and Technology Education, 13(5), 1189–1211.
https://doi.org/10.12973/eurasia.2017.00667a
Sheffield, R., Koul, R. B., Blackley, S., & Fitriani, E. (2018). Transnational examination of stem education. International Journal of Innovation in Science and Mathematics Education. https://www.researchgate.net/publication/329198227
Simeon, M. I., Samsudin, M. A., & Yakob, N. (2022). Effect of design thinking approach on students’ achievement in some selected physics concepts in the context of STEM learning. International Journal of Technology and Design Education, 32(1), 185–212. https://doi.org/10.1007/s10798-020-09601-1
Smith, K., Maynard, N., Berry, A., Stephenson, T., Spiteri, T., Corrigan, D., Mansfield, J., Ellerton, P., & Smith, T. (2022). Principles of problem-based learning (PBL) in STEM education: Using expert wisdom and research to frame educational practice. Education Sciences, 12(10), 728.
Solihin, A., Wibowo, F. C., & Astra, I. M. (2021). Review of trends project based learning (PjBL) integrated STEM in physics learning. Journal of Physics: Conference Series, 2019(1). https://doi.org/10.1088/1742-6596/2019/1/012031
Solomon, F., Champion, D., Steele, M., & Wright, T. (2022). Embodied physics: Utilizing dance resources for learning and engagement in STEM. Journal of the Learning Sciences, 31(1), 73–106. https://doi.org/10.1080/10508406.2021.2023543
Soros, P., Ponkham, K., & Ekkapim, S. (2018). The results of STEM education methods for enhancing critical thinking and problem solving skill in physics the 10th grade level. AIP Conference Proceedings, 1923. https://doi.org/10.1063/1.5019536
Sutaphan, S., & Yuenyong, C. (2019). STEM Education Teaching approach: Inquiry from the Context Based. Journal of Physics: Conference Series, 1340(1). https://doi.org/10.1088/1742-6596/1340/1/012003
Thahir, A., Anwar, C., Saregar, A., Choiriah, L., Susanti, F., & Pricilia, A. (2020). The Effectiveness of STEM Learning: Scientific Attitudes and Students’ Conceptual Understanding. Journal of Physics: Conference
Series, 1467(1). https://doi.org/10.1088/1742-6596/1467/1/012008
Thibaut, L., Ceuppens, S., De Loof, H., De Meester, J., Goovaerts, L., Struyf, A., Boeve-de Pauw, J., Dehaene, W., Deprez, J., De Cock, M., Hellinckx, L., Knipprath, H., Langie, G., Struyven, K., Van de Velde, D.,
Van Petegem, P., & Depaepe, F. (2018). Integrated STEM Education: A
Systematic Review of Instructional Practices in Secondary Education. European Journal of STEM Education, 3(1). https://doi.org/10.20897/ejsteme/85525
Thomas, D. R., & Larwin, K. H. (2023). A meta-analytic investigation of the impact of middle school STEM education: where are all the students of color? International Journal of STEM Education, 10(1). https://doi.org/10.1186/s40594-023-00425-8
Ting, F. S. T., Shroff, R. H., Lam, W. H., Garcia, R. C. C., Chan, C. L., Tsang, W. K., & Ezeamuzie, N. O. (2023). A meta-analysis of studies on the effects of active learning on asian students’ performance in science, technology, engineering and mathematics (stem) subjects. Asia-Pacific Education Researcher, 32(3), 379–400.
https://doi.org/10.1007/s40299-022-00661-6
Usembayeva, I., Kurbanbekov, B., Ramankulov, S., Batyrbekova, A., Kelesbayev, K., & Akhanova, A. (2024). 3D modeling and printing in physics education: the importance of stem technology for interpreting physics concepts. Qubahan Academic Journal, 4(3), 45–58. https://doi.org/10.48161/qaj.v4n3a727
van Eck, N. J., & Waltman, L. (2014). Visualizing bibliometric networks. In Measuring Scholarly Impact (pp. 285–320). Springer International Publishing. https://doi.org/10.1007/978-3-319-10377-8_13
Wahono, B., & Chang, C. Y. (2019). Assessing Teacher’s attitude, knowledge, and application (aka) on stem: An effort to foster the sustainable development of stem education. Sustainability (Switzerland), 11(4). https://doi.org/10.3390/su11040950
Wahono, B., Lin, P. L., & Chang, C. Y. (2020). Evidence of STEM enactment effectiveness in Asian student learning outcomes. International Journal of STEM Education, 7(1). https://doi.org/10.1186/s40594-020-00236-1
Wahyu, Y., Sadia, I. W., Suarni, N. K., & Suastra, I. W. (2020). The effect of science learning bases-STEM assisted by augmented reality toward scientific attitudes and science outcomes. Journal of Physics: Conference Series, 1567(4). https://doi.org/10.1088/1742-
/1567/4/042015
Wang, L. H., Chen, B., Hwang, G. J., Guan, J. Q., & Wang, Y. Q. (2022). Effects of digital game-based STEM education on students’ learning achievement: a meta-analysis. International Journal of STEM Education, 9(1). https://doi.org/10.1186/s40594-022-00344-0
Wibowo, F. C., Prahani, B. K., Kurniawan, B. R., Brata, W. W. W., Budhi, H. S., Noor, F. M., Fawaida, U., Jamaludin, D. N., Jalil, M., & Ahmad, N. J. (2024). Challenges of STEM approach in physics learning: A bibliometric analysis. AIP Conference Proceedings, 3116(1), 070017.
Wu, X., Deshler, J., & Fuller, E. (2018). The effects of different versions of a gateway STEM course on student attitudes and beliefs. International Journal of STEM Education, 5(1). https://doi.org/10.1186/s40594-018-0141-4
Yildirim, B., & Sidekli, S. (2018). STEM applications in mathematics education: the effect of STEM applications on different dependent variables. Journal of Baltic Science Education, 17(2), 200. http://oaji.net/articles/2017/987-1523526639.pdf
Yulianti, D., & Handayani, E. (2021). Enhancement of communication skills through physics learning with science, technology, engineering, and mathematics (stem) approach. Journal of Physics: Conference Series, 1918(5). https://doi.org/10.1088/1742-6596/1918/5/052083
Yulianti, D., Sugianto, & Ngafidin, K. M. (2022). Scratch assisted physics learning 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., Nugroho, S. E., & Pangesti, K. I. (2019). Science, technology, engineering, and mathematics (STEM) based learning of physics to develop senior high school student’s critical thinking. Journal of Physics: Conference Series, 1321(2). https://doi.org/10.1088/1742-6596/1321/2/022029
Yuliati, L., Yogismawati, F., Purwaningsih, E., & Affriyenni, Y. (2021). Concept acquisition and scientific literacy of physics within inquiry-based learning for STEM Education. Journal of Physics: Conference Series, 1835(1). https://doi.org/10.1088/1742-6596/1835/1/012012
Yusuf, I., & Widyaningsih, S. W. (2019). HOTS profile of physics education students in STEM-based classes using PhET media. Journal of Physics: Conference Series, 1157(3). https://doi.org/10.1088/1742-6596/1157/3/032021
Zainil, M., Kenedi, A. K., Rahmatina, Indrawati, T., & Handrianto, C. (2023). The influence of a STEM-based digital classroom learning model and high-order thinking skills on the 21st-century skills of elementary school students in Indonesia. Journal of Education and E-Learning Research, 10(1), 29–35. https://doi.org/10.20448/jeelr.v10i1.4336
DOI: https://doi.org/10.20527/jipf.v9i2.15513
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