The potential of STEM-based curriculum in realizing 21st-century learning: Bibliometric analysis

W. Wahyudin, Muhammad Rafi Valliansyah, Cindy Sri Meidina Adeliani, Muhammad Bahrul Ulum

Abstract


Education, in general, cannot be separated from various existing problems. One of these problems is a gap between graduate education and industry needs. This causes multidisciplinary learning, such as STEM, to be carried out. Extracting information related to research in the STEM curriculum field as an effort to realize 21st-century learning is important. This research aims to analyze the scope of STEM-based curriculum research in realizing 21st-century learning using a bibliometric review. Data collection was carried out through the Scopus database with the keywords ("STEM competency" AND "21st learning skills") OR (stem AND "21st learning skills") OR (stem AND curriculum AND student) from 2020 to 2025. This research discusses general information analysis, annual research production, most relevant sources, local impact sources, local impact authors, most relevant affiliations, country of correspondence author, country of production of scientific articles, most cited countries, most cited documents, tree map and related thematic map with previously defined keywords. This research found that the project-based learning model (PjBL) is suitable for implementation in STEM-based curricula to realize 21st-century learning. Some potential research keywords are students, curriculum, engineering education, engineering, motivation, and curriculum development.

 

Abstrak

Pendidikan secara umum tidak lepas dari berbagai permasalahan yang ada. Salah satu masalah tersebut adalah terdapat kesenjangan antara lulusan pendidikan dan kebutuhan industri. Hal ini menyebabkan pembelajaran multidisiplin ilmu seperti STEM perlu dilakukan. Penggalian informasi terkait penelitian dalam bidang kurikulum STEM sebagai upaya mewujudkan pembelajaran abad ke-21 menjadi penting. Penelitian ini bertujuan untuk menganalisis ruang lingkup penelitian kurikulum berbasis STEM dalam mewujudkan pembelajaran abad ke-21 dengan menggunakan tinjauan bibliometrik. Pengumpulan data dilakukan melalui database scopus dengan kata kunci ("STEM competency" AND "21st learning skills") OR (stem AND "21st learning skills") OR (stem AND curriculum AND student) dari tahun 2020 sampai 2025. Penelitian ini membahas analisis informasi umum, produksi riset tahunan, sumber paling relevan, local impact sumber, local impact penulis, afiliasi paling relevan, negara korespondensi penulis, negara produksi artikel ilmiah, negara yang paling banyak disitasi, dokumen yang paling banyak disitasi, tree map dan thematic map terkait dengan kata kunci yang telah ditetapkan sebelumnya. Penelitian ini menemukan bahwa model pembelajaran berbasis proyek (PjBL) cocok diimplementasikan dalam kurikulum berbasis STEM dalam mewujudkan pembelajaran abad ke-21. Beberapa kata kunci penelitian yang potensial berupa students, curricula, engineering education, engineering, motivation, dan curriculum development.

Kata Kunci: analisis bibliometrik; kurikulum berbasis STEM; pembelajaran abad ke-21; pemrograman R; pendidikan


Keywords


21st century learning; bibliometric analysis; education; R programming; stem-based curriculum

References


Agbo, F. J., Okpanachi, L. O., Ocheja, P., Oyelere, S. S., & Sani, G. (2024). How can unplugged approach facilitate novice students’ understanding of computational thinking? An exploratory study from a Nigerian University. Thinking Skills and Creativity, 51(1), 1-16.

Alenezi, M., Wardat, S., & Akour, M. (2023). The need of integrating digital education in higher education: Challenges and opportunities. Sustainability, 15(6), 1-12.

Amir, A. S., & Tiro, M. A. (2022). Development of R package for regression analysis with user friendly interface. Arrus Journal of Mathematics and Applied Science, 2(1), 23-35.

Arisoy, B. (2022). Digitalization in education. Cypriot Journal of Educational Sciences, 17(5), 1799-1811.

Ashley, M., Cooper, K. M., Cala, J. M., & Brownell, S. E. (2017). Building better bridges into STEM: A synthesis of 25 years of literature on STEM summer bridge programs. CBE Life Sciences Education, 16(4), 1-18.

Broo, D. G., Kaynak, O., & Sait, S. M. (2022). Rethinking engineering education at the age of industry 5.0. Journal of Industrial Information Integration, 25(1), 1-15.

Budiarti, R. S., Johari, A., Rusdi, M., & Anggereini, E. (2022). Study of STEM learning approach with PjBL model in honing creative thinking skills. International Journal of Applied Science and Research, 5(6), 136-143.

Cico, O., Jaccheri, L., Nguyen-Duc, A., & Zhang, H. (2021). Exploring the intersection between software industry and Software Engineering education-A systematic mapping of software engineering trends. Journal of Systems and Software/the Journal of Systems and Software, 172(1), 1-28.

Chen, C., Hardjo, S., Sonnert, G., Hui, J., & Sadler, P. M. (2023). The role of media in influencing students’ STEM career interest. International Journal of STEM Education, 10(1), 56-68.

Chen, H. E., Sun, D., Hsu, T., Yang, Y., & Sun, J. (2023). Visualising trends in computational thinking research from 2012 to 2021: A bibliometric analysis. Thinking Skills and Creativity, 47(1), 1-18.

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(1), 285-296.

Fatimah, H., Yamtinah, S., & Bramastia, B. (2023). Study of ecology and biodiversity learning based on Project Based Learning-Science Technology Engineering Mathematics (PjBL-STEM) in empowering students’ critical thinking. Jurnal Penelitian Pendidikan IPA, 9(9), 729-736.

González-Pérez, L. I., & Ramírez-Montoya, M. S. (2022). Components of education 4.0 in 21st century skills frameworks: Systematic review. Sustainability, 14(3), 1-31.

Habibi, F., Fitriana, A., & Sulityowati, E. (2022). Pemetaan bibliometrik terhadap perkembangan penelitian e-learning pada Google Scholar menggunakan VOSviewer. Attractive: Innovative Education Journal, 4(2), 383-395.

Hacıoğlu, Y. (2021). The effect of STEM education on 21th century skills: Preservice science teachers’ evaluations. Journal of STEAM Education, 4(2), 140-167.

Hacıoğlu, Y., & Gülhan, F. (2021). The effects of STEM education on the students’ critical thinking skills and STEM perceptions. Journal of Education in Science Environment and health, 7(2), 139-155.

Huang, W., & Looi, C. (2020). A critical review of literature on “unplugged” pedagogies in K-12 computer science and computational thinking education. Computer Science Education, 31(1), 83-111.

Huda, Y., Jaya, P., Tasrif, E., & Elmi, H. (2023). Smart learning model in technical and vocational education training with webcast technology. Jurnal Pendidikan Vokasi, 13(2), 143-154.

Hulwani, A. Z., Pujiastuti, H., & Rafianti, I. (2021). Pengembangan media pembelajaran interaktif android matematika dengan pendekatan STEM pada materi trigonometri. Jurnal Cendekia: Jurnal Pendidikan Matematika, 5(3), 2255-2269.

Ibarra-Vazquez, G., Ramírez-Montoya, M. S., Buenestado-Fernández, M., & Olague, G. (2023). Predicting open education competency level: A machine learning approach. Heliyon, 9(11), 1-15.

Ichsan, I., Suharyat, Y., Santosa, T. A., & Satria, E. (2023). Effectiveness of STEM-Based learning in teaching 21 st century skills in generation Z student in science learning: A Meta-Analysis. Jurnal Penelitian Pendidikan IPA, 9(1), 150-166.

Jamali, S. M., Ebrahim, N. A., & Jamali, F. (2022). The role of STEM education in improving the quality of education: A bibliometric study. International Journal of Technology and Design Education, 33(3), 819-840.

Jesionkowska, J., Wild, F., & Deval, Y. (2020). Active learning augmented reality for STEAM Education—a case study. Education Sciences, 10(8), 1-15.

Johnston, S., Delaney, L., Gillan, P., Theobald, K., Ramsbotham, J., & Tutticci, N. (2024). Teaching nursing students to respond to patient deterioration using a deliberate practice mastery learning approach: A feasibility study. Teaching and Learning in Nursing, 19(1), 225-228.

Katz, S., & Van Allen, J. (2022). Open with intention: Situating equity pedagogy within open education to advance social justice. Journal for Multicultural Education, 16(5), 421-429.

Kusuma, H. S., Nida, R. A., Listiawati, V., Rahayu, D. E., Febryola, L. A., Darmokoesoemo, H., & Amenaghawon, A. N. (2024). Trends on adsorption of lead (Pb) using water hyacinth: Bibliometric evaluation of Scopus database. Environmental Research, 244(1), 1-18.

Kuipers, S., Van Der Wilt, A., & Wolbers, J. (2022). Pandemic publishing: A bibliometric review of COVID‐19 research in the crisis and disaster literature. Risk, Hazards & Crisis in Public Policy, 13(4), 302-321.

Lasheen, R., Khodeir, L., & Nessim, A. (2022). Identifying the gap between practical and educational fields in the Egyptian AEC industry in the age of digitalization. Engineering Research Journal, 176(1), 281-303.

Leng, J., Sha, W., Wang, B., Zheng, P., Zhuang, C., Liu, Q., Wuest, T., Mourtzis, D., & Wang, L. (2022). Industry 5.0: Prospect and retrospect. Journal of Manufacturing Systems, 65(1), 279-295.

Martynenko, O. O., Pashanova, O. V., Korzhuev, A. V., Prokopyev, A. I., Sokolova, N. L., & Sokolova, E. G. (2023). Exploring attitudes towards STEM education: A global analysis of university, middle school, and elementary school perspectives. Eurasia Journal of Mathematics Science and Technology Education, 19(3), 1-7.

Mattsson, P., Sundberg, C. J., & Laget, P. (2010). Is correspondence reflected in the author position? A bibliometric study of the relation between corresponding author and byline position. Scientometrics, 87(1), 99-105.

McGunagle, D., & Zizka, L. (2020). Employability skills for 21st-century STEM students: The employers’ perspective. Higher Education, Skills and Work-based Learning, 10(3), 591-606.

Muhali, M. (2019). Pembelajaran inovatif abad ke-21. Jurnal Penelitian dan Pengkajian Ilmu Pendidikan: E-Saintika, 3(2), 25-50.

Palla, G., Tibély, G., Mones, E., Pollner, P., & Vicsek, T. (2015). Hierarchical networks of scientific journals. Palgrave Communications, 1(1), 1-9.

Peláez-Repiso, A., Sánchez-Núñez, P., & Calvente, Y. G. (2021). Tax regulation on blockchain and cryptocurrency: The implications for open innovation. Journal of Open Innovation, 7(1), 98-118.

Phuong, N. L., Hien, L. T. T., Linh, N. Q., Thao, T. T. P., Pham, H. T., Giang, N. T., & Thuy, V. T. (2023). Implementation of STEM education: A bibliometrics analysis from case study research in Scopus database. Eurasia Journal of Mathematics Science and Technology Education, 19(6), 1-14.

Rojas-Sánchez, M. A., Palos-Sánchez, P. R., & Folgado-Fernández, J. A. (2022). Systematic literature review and bibliometric analysis on virtual reality and education. Education and Information Technologies, 28(1), 155-192.

Rosmansyah, Y., Putro, B. L., Putri, A., Utomo, N. B., & Suhardi, N. (2022). A simple model of smart learning environment. Interactive Learning Environments, 31(9), 5831-5852.

Saha, G. C., Akber, S. M., & Roy, A. (2023). Impact of Outcome-Based Education (OBE) on learners’ performance in business courses. International Journal of Professional Business Review, 8(8), 1-19.

Sahinoglu, S. (2022). Evaluation of education in the contemporary world from a perspective of holistic approach. EcoSoEn, 1(3-4), 92-104.

Smith, K., Maynard, N., Berry, A., Stephenson, T., Spiteri, T., Corrigan, D., ... & 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), 728-740.

Shadiev, R., & Wang, X. (2022). A review of research on technology-supported language learning and 21st century skills. Frontiers in Psychology, 13(1), 1-19.

Syeed, M. M., Shihavuddin, A. S. M., Uddin, M. F., Hasan, M., & Khan, R. H. (2022). Outcome Based Education (OBE): Defining the process and practice for engineering education. IEEE Access, 10(1), 119170-119192.

Thompson, K., Corrin, L., Hwang, G. J., & Lodge, J. M. (2021). Trends in education technology in higher education. Australasian Journal of Educational Technology, 37(3), 1-4.

Thompson, D. F., & Walker, C. K. (2015). A descriptive and historical review of bibliometrics with applications to medical sciences. Pharmacotherapy, 35(6), 551-559.

Winget, M., & Persky, A. M. (2022). A practical review of mastery learning. American Journal of Pharmaceutical Education, 86(10), 1-9.

Xu, W., & Ouyang, F. (2022). The application of AI technologies in STEM education: A systematic review from 2011 to 2021. International Journal of STEM Education, 9(1), 1-20.




DOI: https://doi.org/10.17509/jik.v21i3.71111

Refbacks

  • There are currently no refbacks.


Copyright (c) 2024 Muhammad Bahrul Ulum, Muhammad Rafi Valliansyah, Cindy Sri Meidina Adeliani, Wahyudin Sanusi

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.


Inovasi Kurikulum
Published by Himpunan Pengembang Kurikulum Indonesia (HIPKIN)
in collaboration with Curriculum Development Study Program
Faculty of Education - Universitas Pendidikan Indonesia
Gedung FIP UPI Lt. 9 Jl. Dr. Setiabudhi Bandung 40154


Indexed By:

SINTA   GARUDA   Crossref      DOAJ DIMENSIONS BASE   ROAD

Google Scholar

Google Scholar p. ISSN 1829-6750 | Google Scholar e. ISSN 2798-1363