A bibliometric analysis of Indonesian stem education research (2019–2023): Trends, contributors, and future directions
Vol 8, Issue 15, 2024
VIEWS - 975 (Abstract)
Abstract
Science, technology, engineering, and mathematics (STEM) education is a global priority, but effective implementation faces challenges. This bibliometric study analyzed the results of Indonesian STEM education research to elucidate publication and contributor patterns. The Scopus database was searched for Indonesian STEM education publications from 2019–2023 and produced 52 documents from 23 sources. The analysis found a negative average growth rate of −5.43%, with a peak of 14 releases in 2020, possibly related to the COVID-19 pandemic. Although the output was relatively limited, the diversity of sources suggests wide-ranging interest. The leading authors were identified based on their productivity and impact on citation, with Wahono. emerging as the most influential worldwide. Universitas Pendidikan Indonesia was an institutional leader. The Journal of Physics Conference series dominated the contributions and emphasized the role of conference proceedings. Examination of the citations and text frequencies revealed key themes that include technology, engineering, pedagogy, and skills of the 21st century. Several widely cited works ensured international visibility. In general, this bibliometric analysis quantitatively mapped the landscape of Indonesian STEM education research, finding a decline in performance but a strong foundation of committed institutions and authors. The sustainability of production and impact requires targeted policies based on insight into existing strengths, productive scholars, and influential publications. The results provide an empirical basis for practices and policies for the effective development of STEM education in Indonesian schools.
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- Abdurrahman, Ariyani, F., Achmad, A., & Nurulsari, N. (2019). Designing an Inquiry-based STEM Learning strategy as a Powerful Alternative Solution to Enhance Students’ 21 st -century Skills: A Preliminary Research. Journal of Physics: Conference Series, 1155, 012087. https://doi.org/10.1088/1742-6596/1155/1/012087
- Ahmad, S. T., Watrianthos, R., Samala, A. D., Muskhir, M., & Dogara, G. (2023). Project-based Learning in Vocational Education: A Bibliometric Approach. International Journal Modern Education and Computer Science, 15(4), 43–56. https://doi.org/10.5815/ijmecs.2023.04.04
- Ardianti, S., Sulisworo, D., Pramudya, Y., & Raharjo, W. (2020). The Impact of the Use of STEM Education Approach on the Blended Learning to Improve Student’s Critical Thinking Skills. Universal Journal of Educational Research, 8(3B), 24–32. https://doi.org/10.13189/ujer.2020.081503
- Aria, M., & Cuccurullo, C. (2017). bibliometrix : An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007
- Arlinwibowo, J., Retnawati, H., & Kartowagiran, B. (2021). How to Integrate STEM Education in The Indonesian Curriculum? A Systematic Review. Challenges of Science, 18–25. https://doi.org/10.31643/2021.03
- Burnham, J. F. (2006). Scopus database: A review. In Biomedical Digital Libraries (Vol. 3). https://doi.org/10.1186/1742-5581-3-1
- Chai, C. S., Rahmawati, Y., & Jong, M. S.-Y. (2020). Indonesian Science, Mathematics, and Engineering Preservice Teachers’ Experiences in STEM-TPACK Design-Based Learning. Sustainability, 12(21), 9050. https://doi.org/10.3390/su12219050
- Donohue, J. C. (1972). A bibliometric analysis of certain information science literature. Journal of the American Society for Information Science, 23(5), 313–317. https://doi.org/10.1002/asi.4630230506
- Farwati, R., Metafisika, K., Sari, I., Sitinjak, , Debora Suryani, Solikha, D. F., & Solfarina, S. (2021). STEM Education Implementation in Indonesia: A Scoping Review. International Journal of STEM Education for Sustainability, 1(1), 11–32. https://doi.org/10.53889/ijses.v1i1.2
- Freeman, B., Marginson, S., & Tytler, R. (2019). An International View of STEM Education. In STEM Education 2.0 (pp. 350–363). BRILL. https://doi.org/10.1163/9789004405400_019
- Greener, S. (2022). Evaluating literature with bibliometrics. Interactive Learning Environments, 30(7), 1168–1169. https://doi.org/10.1080/10494820.2022.2118463
- Hafni, R. N., Herman, T., Nurlaelah, E., & Mustikasari, L. (2020). The importance of science, technology, engineering, and mathematics (STEM) education to enhance students’ critical thinking skill in facing the industry 4.0. Journal of Physics: Conference Series, 1521(4), 042040. https://doi.org/10.1088/1742-6596/1521/4/042040
- Imaduddin, M., Sholikhati, S., & In’ami, Moh. (2021). STEM Education Research in Indonesian Elementary Schools: A Systematic Review of Project-Based Learning. ELEMENTARY: Islamic Teacher Journal, 9(2), 201. https://doi.org/10.21043/elementary.v9i2.11552
- LAWANI, S. M. (1981). Bibliometrics: Its Theoretical Foundations, Methods and Applications. Libri, 31(1). https://doi.org/10.1515/libr.1981.31.1.294
- Lazarides, M. K., Lazaridou, I.-Z., & Papanas, N. (2023). Bibliometric Analysis: Bridging Informatics With Science. The International Journal of Lower Extremity Wounds, 153473462311535. https://doi.org/10.1177/15347346231153538
- Mustapa, M. (2023). Implementation of Feature Selection and Data Split using Brute Force to Improve Accuracy. Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, 14(1), 50–59. https://doi.org/10.58346/JOWUA.2023.I1.004
- Negahdary, M., Jafarzadeh, M., Rahimi, G., Naziri, M., & Negahdary, A. (2018). The Modified h-Index of Scopus: A New Way in Fair Scientometrics. Publishing Research Quarterly, 34(3). https://doi.org/10.1007/s12109-018-9587-y
- Ningsih, S. R., Yolanda, Y., Manurung, R. T., Bahtiar, A., Firdaus, W., Kusniarti, T., Budiana, N., Wardiah, D., Eliya, I., & Sari, V. I. (2018). Information System Design E-Assignment in High School to Increase the Effectiveness of Learning. Journal of Physics: Conference Series, 1114(1), 012103. https://doi.org/10.1088/1742-6596/1114/1/012103
- Nugroho, O. F., Permanasari, A., Firman, H., & Riandi, R. (2021). The Urgency of STEM Education in Indonesia. Jurnal Penelitian Dan Pembelajaran IPA, 7(2), 260. https://doi.org/10.30870/jppi.v7i2.5979
- Parmin, P., Saregar, A., Deta, U. A., & EL Islami, R. A. Z. (2020). Indonesian Science Teachers’ Views on Attitude, Knowledge, and Application of STEM. Journal for the Education of Gifted Young Scientists, 8(1), 17–31. https://doi.org/10.17478/jegys.647070
- Parno, P., 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
- Radha, L., & Arumugam, J. (2021). The Research Output of Bibliometrics using Bibliometrix R Package and VOS Viewer. Shanlax International Journal of Arts, Science and Humanities, 9(2), 44–49. https://doi.org/10.34293/sijash.v9i2.4197
- Ronal Watrianthos, & Yuhefizar, Y. (2023). Exploring Research Trends and Impact: A Bibliometric Analysis of RESTI Journal from 2018 to 2022. Jurnal RESTI (Rekayasa Sistem Dan Teknologi Informasi), 7(4), 970–981. https://doi.org/10.29207/resti.v7i4.5101
- Ronal Watrianthos, Ambiyar Ambiyar, Fahmi Rizal, Nizwardi Jalinus, & Waskito Waskito. (2022). Research on Vocational Education in Indonesia: A Bibliometric Analysis. JTEV (Jurnal Teknik Elektro Dan Vokasional), 8(2).
- Samala, A. D., Bojic, L., Bekiroğlu, D., Watrianthos, R., & Hendriyani, Y. (2023). Microlearning: Transforming Education with Bite-Sized Learning on the Go—Insights and Applications. International Journal of Interactive Mobile Technologies (IJIM), 17(21), 4–24. https://doi.org/10.3991/ijim.v17i21.42951
- Singh, V. K., Singh, P., Karmakar, M., Leta, J., & Mayr, P. (2021). The journal coverage of Web of Science, Scopus and Dimensions: A comparative analysis. Scientometrics, 126(6), 5113–5142. https://doi.org/10.1007/s11192-021-03948-5
- Sujarwanto, E., Madlazim, & Sanjaya, I. G. M. (2021). A conceptual framework of STEM education based on the Indonesian Curriculum. Journal of Physics: Conference Series, 1760(1), 012022. https://doi.org/10.1088/1742-6596/1760/1/012022
- Sunarti, S., Rohim, Darmawati, B., Syahrul, N., Hasina Fajrin, R., Firdaus, W., Iswanto, A., Atisah, Wahyono, T. T., & Kastanya, H. (2023). Measuring Vitality of Oral Tradition: A Study of Cigawiran. International Journal of Society, Culture and Language, 11(3), 202–212. https://doi.org/10.22034/ijscl.2023.2007254.3100
- Suriyabutr, A., & Williams, J. (2021). Integrated STEM education in the thai secondary schools: challenge and addressing of challenges. Journal of Physics: Conference Series, 1957(1), 012025. https://doi.org/10.1088/1742-6596/1957/1/012025
- Suwarma, I. R., & Kumano, Y. (2019). Implementation of STEM education in Indonesia: teachers’ perception of STEM integration into curriculum. Journal of Physics: Conference Series, 1280(5), 052052. https://doi.org/10.1088/1742-6596/1280/5/052052
- Teo, T. W., & Ke, K. J. (2014). Challenges in STEM Teaching: Implication for Preservice and Inservice Teacher Education Program. Theory Into Practice, 53(1), 18–24. https://doi.org/10.1080/00405841.2014.862116
- Van Raan, A. (2003). The use of bibliometric analysis in research performance assessment and monitoring of interdisciplinary scientific developments. TATuP - Zeitschrift Für Technikfolgenabschätzung in Theorie Und Praxis, 12(1), 20–29. https://doi.org/10.14512/tatup.12.1.20
- 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, 11(4), 950. https://doi.org/10.3390/su11040950
- Wahono, B., Chang, C.-Y., Retnowati, A., Yushardi, Y., & Suratno, S. (2020). Exploring a Direct Relationship between Students Problem- Solving Abilities and Academic Achievement: A STEM Education at a Coffee Plantation Area. Turkish Journal of Science Education, 17(2), 210–223. https://doi.org/10.36681/tused.2020.22
- Watrianthos, R., Sagala, A. H., Syafriyeti, R., Yuhefizar, Y., & Mesran, M. (2022). Studi Bibliometrik Jurnal Media Informatika 2018-2022. Jurnal Media Informatika Budidarma, 7(1), 409–415.
- Watrianthos, R., Triono Ahmad, S., & Muskhir, M. (2023). Charting the Growth and Structure of Early ChatGPT-Education Research: A Bibliometric Study. Journal of Information Technology Education: Innovations in Practice, 22, 235–253. https://doi.org/10.28945/5221
- Zhan, Z., Shen, W., Xu, Z., Niu, S., & You, G. (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
DOI: https://doi.org/10.24294/jipd9508
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