Main Article Content

Abstract

Penelitian ini bertujuan untuk menganalisis tren penelitian terkait Problem Based Learning (PBL) berbasis eksperimen berbantuan virtual laboratorium terhadap kemampuan kolaborasi siswa dengan menggunakan pendekatan bibliometrik melalui aplikasi Biblioshiny. Latar belakang penelitian ini didasari oleh pentingnya pengembangan keterampilan kolaborasi sebagai salah satu kompetensi abad ke-21, khususnya dalam pembelajaran IPA yang bersifat kontekstual dan berbasis praktik. Dalam implementasinya, kombinasi PBL dan eksperimen berbasis virtual laboratorium dinilai mampu meningkatkan partisipasi aktif dan kerja sama antar siswa dalam memecahkan masalah ilmiah. Penelitian ini menggunakan metode Systematic Literature Review (SLR) terhadap 31 artikel ilmiah yang dipublikasikan pada jurnal bereputasi dan terindeks Scopus dalam rentang tahun 2016–2025. Data dianalisis menggunakan indikator bibliometrik seperti tren publikasi per tahun, afiliasi penulis paling produktif, jaringan kolaborasi, kata kunci dominan, serta artikel dengan jumlah sitasi tertinggi. Hasil penelitian menunjukkan bahwa puncak publikasi terjadi pada tahun 2023, dengan kontribusi terbesar berasal dari institusi di Amerika Serikat dan Kanada. Analisis juga mengungkapkan bahwa topik-topik seperti collaborative learning, virtual laboratory, dan problem-solving menjadi tren utama dalam literatur yang dikaji. Temuan ini menegaskan adanya peluang besar untuk mengembangkan pendekatan PBL berbasis eksperimen yang didukung teknologi digital guna meningkatkan keterampilan kolaboratif siswa. Selain itu, pendekatan bibliometrik ini memberikan peta ilmiah yang berguna bagi peneliti, pendidik, dan pembuat kebijakan dalam merancang strategi pembelajaran inovatif berbasis teknologi.

Keywords

Bibliometrik Problem Based Learning Eksperimen Virtual Laboratorium Kolaborasi Siswa Biblioshiny

Article Details

How to Cite
Muhammad Yusril Miftahul Fattaah, & Septiko Aji. (2025). Analisis Bibliometrik Tren Problem Based Learning Berbasis Eksperimen Berbantuan Virtual Laboratorium Terhadap Kemampuan Kolaborasi Siswa. PSEJ (Pancasakti Science Education Journal), 10(2), 92 - 107. https://doi.org/10.24905/psej.v10i2.263

References

  1. Åberg, A. C., Halvorsen, K., From, I., Bruhn, Å. B., Oestreicher, L., & Melander-Wikman, A. (2017). A study protocol for applying user participation and co-learning—lessons learned from the ebalance project. International Journal of Environmental Research and Public Health, 14(5). https://doi.org/10.3390/ijerph14050512
  2. Adnan, A., Suwandi, S., Nurkamto, J., & Setiawan, B. (2019). Teacher Competence in Authentic and Integrative Assessment in Indonesian Language Learning. International Journal of Instruction, 12(1), 701–716. https://doi.org/10.29333/iji.2019.12145a
  3. Agustini, R. P., & Irvani, A. I. (2023). Analisis Keterampilan Kolaboratif Siswa dalam Kegiatan Praktikum Pesawat Sederhana. Jurnal Pendidikan Dan Ilmu Fisika, 3(2), 215–222. https://doi.org/10.52434/jpif.v3i2.2570
  4. Arreerard, W. (2022). Exploring Thai Distant Learning Using Satellite TV (eDLTV) and Problem-Based Learning. International Journal of Information and Education Technology, 12(8), 746–755. https://doi.org/10.18178/ijiet.2022.12.8.1680
  5. Bergmann, M., Schäpke, N., Marg, O., Stelzer, F., Lang, D. J., Bossert, M., … Sußmann, N. (2021). Transdisciplinary sustainability research in real-world labs: success factors and methods for change. Sustainability Science, 16(2), 541–564. https://doi.org/10.1007/s11625-020-00886-8
  6. Bonetti, J. L., Kranenburg, R. F., Schoonderwoerd, E., Samanipour, S., & van Asten, A. C. (2023). Instrument-independent chemometric models for rapid, calibration-free NPS isomer differentiation from mass spectral GC-MS data. Forensic Science International, 348. https://doi.org/10.1016/j.forsciint.2023.111650
  7. Bredeweg, B., Kragten, M., Holt, J., Kruit, P., van Eijck, T., Pijls, M., … de Boer, M. (2023). Learning with Interactive Knowledge Representations. Applied Sciences (Switzerland), 13(9). https://doi.org/10.3390/app13095256
  8. Brisolara, K. F., Gasparini, S., Davis, A. H., Sanne, S., Andrieu, S. C., James, J., … Patel Gunaldo, T. (2019). Supporting health system transformation through an interprofessional education experience focused on population health. Journal of Interprofessional Care, 33(1), 125–128. https://doi.org/10.1080/13561820.2018.1530646
  9. Chang, Y.-H., Yan, Y.-C., & Lu, Y.-T. (2022). Effects of Combining Different Collaborative Learning Strategies with Problem-Based Learning in a Flipped Classroom on Program Language Learning. Sustainability (Switzerland), 14(9). https://doi.org/10.3390/su14095282
  10. Chicoine, G., Côté, J., Pepin, J., Pluye, P., & Jutras-Aswad, D. (2023). Key conditions for the successful implementation of evidence-based practice in concurrent disorder nursing care with the ECHO® model: Insights from a mixed-methods study. International Journal of Nursing Studies Advances, 5. https://doi.org/10.1016/j.ijnsa.2023.100153
  11. Collenne, J., Monnier, J., Iguernaissi, R., Nawaf, M., Richard, M.-A., Grob, J.-J., … Merad, D. (2024). Fusion between an Algorithm Based on the Characterization of Melanocytic Lesions’ Asymmetry with an Ensemble of Convolutional Neural Networks for Melanoma Detection. Journal of Investigative Dermatology, 144(7), 1600-1607.e2. https://doi.org/10.1016/j.jid.2023.09.289
  12. Fitria, A., Subekti, H., & Sari, D. P. (2024). Analisis Keterampilan Kolaborasi Peserta Didik SMP pada Pembelajaran IPA Melalui Alat Peraga ”Didrostik”. EDUKATIF : JURNAL ILMU PENDIDIKAN, 6(3), 2617–2627. https://doi.org/10.31004/edukatif.v6i3.6859
  13. Gao, Q., Hong, J., Xu, X., Kuang, P., Zhou, F., & Trajcevski, G. (2024). Predicting Human Mobility via Self-Supervised Disentanglement Learning. IEEE Transactions on Knowledge and Data Engineering, 36(5), 2126–2141. https://doi.org/10.1109/TKDE.2023.3317175
  14. Guo, J., Liu, Z., Tian, S., Huang, F., Li, J., Li, X., … Ma, J. (2023). TFL-DT: A Trust Evaluation Scheme for Federated Learning in Digital Twin for Mobile Networks. IEEE Journal on Selected Areas in Communications, 41(11), 3548–3560. https://doi.org/10.1109/JSAC.2023.3310094
  15. Hadiwangsa, D. H., Hairida, Rasmawan, R., Enawaty, E., & Junanto, T. (2024). Description of Students’ Collaboration Skills Chemistry Education Department of FKIP UNTAN in Basic Chemistry Practicum. Jurnal Penelitian Pendidikan IPA, 10(1), 229–238. https://doi.org/10.29303/jppipa.v10i1.5224
  16. Haeratunisah, Doyan, A., & Taufik, M. (2024). The Effect of Using Virtual Laboratories Using the Guided Discovery Learning Model on Students’ Conceptual Understanding of Static Electricity Material. Jurnal Penelitian Pendidikan IPA, 10(10), 8015–8022. https://doi.org/10.29303/jppipa.v10i10.8682
  17. Hendriana, H., Johanto, T., & Sumarmo, U. (2018). THE ROLE OF PROBLEM-BASED LEARNING TO IMPROVE STUDENTS’ MATHEMATICAL PROBLEM-SOLVING ABILITY AND SELF CONFIDENCE. Journal on Mathematics Education, 9(2), 291–300. https://doi.org/10.22342/jme.9.2.5394.291-300
  18. Heradio, R., de la Torre, L., Galan, D., Cabrerizo, F. J., Herrera-Viedma, E., & Dormido, S. (2016). Virtual and remote labs in education: A bibliometric analysis. Computers & Education, 98, 14–38. https://doi.org/10.1016/j.compedu.2016.03.010
  19. Illene, S., Feranie, S., & Siahaan, P. (2023). Create multiple-choice tests based on experimental activities to assess students’ 21st century skills in heat and heat transfer topic. Journal of Education and Learning, 17(1), 44–57. https://doi.org/10.11591/edulearn.v17i1.20540
  20. Järvelä, S., Nguyen, A., Vuorenmaa, E., Malmberg, J., & Järvenoja, H. (2023). Predicting regulatory activities for socially shared regulation to optimize collaborative learning. Computers in Human Behavior, 144. https://doi.org/10.1016/j.chb.2023.107737
  21. Khanlou, N., Vazquez, L. M., Khan, A., Orazietti, B., & Ross, G. (2022). Readers Theatre as an arts-based approach to education: A scoping review on experiences of adult learners and educators. Nurse Education Today, 116. https://doi.org/10.1016/j.nedt.2022.105440
  22. Larassati, A. S. A., Suciati*, S., Sari, M. W., Silvita, S., Prasetyo, O., & Rachman, H. T. (2025). Identification of Scientific Knowledge of the Patehan Tradition of Yogyakarta Palace as a Source of Natural Science Learning. Jurnal Pendidikan Sains Indonesia, 13(1), 213–232. https://doi.org/10.24815/jpsi.v13i1.42319
  23. Lestari, N. A., Liliasari, Irawan, N. Z. P., & Musthapa, I. (2024). Research Trends of Project-Based Learning Model in Chemistry Learning Through Bibliometric Analysis. Indonesian Journal of Educational Research and Review, 7(2), 404–415. https://doi.org/10.23887/ijerr.v7i2.79200
  24. Lin, E., Crijns, T. J., Ring, D., Jayakumar, P., Cruz, M. P., Kraan, G. A., … Waseem, M. (2023). Imposter Syndrome Among Surgeons Is Associated With Intolerance of Uncertainty and Lower Confidence in Problem Solving. Clinical Orthopaedics and Related Research, 481(4), 664–671. https://doi.org/10.1097/CORR.0000000000002390
  25. Lopes, R. M., Braga, L. A. M., Serrão, A. S. R., Teixeira, L. do A., Comarú, M. W., de Souza, R. A., … Mota, F. B. (2024). Virtual Reality to Teach Students in Laboratories: A Bibliometric and Network Analysis. Journal of Chemical Education, 101(2), 501–513. https://doi.org/10.1021/acs.jchemed.3c00925
  26. Luke, A. M., Mathew, S., Kuriadom, S. T., George, J. M., Karobari, M. I., Marya, A., & Pawar, A. M. (2021). Effectiveness of Problem-Based Learning versus Traditional Teaching Methods in Improving Acquisition of Radiographic Interpretation Skills among Dental Students - A Systematic Review and Meta-Analysis. BioMed Research International, 2021. https://doi.org/10.1155/2021/9630285
  27. Maharajan, M. K., Rajiah, K., Khoo, S. P., Chellappan, D. K., De Alwis, R., Chui, H. C., … Lau, S. Y. (2017). Attitudes and readiness of students of healthcare professions towards interprofessional learning. PLoS ONE, 12(1). https://doi.org/10.1371/journal.pone.0168863
  28. Mayanti, A., Poluakan, C., & Tumimomor, F. R. (2022). Pengaruh Model Problem Based Learning (PBL) Menggunakan Metode Demonstrasi dan Eksperimen pada Pembelajaran Fisika tentang Hukum Newton. Charm Sains: Jurnal Pendidikan Fisika, 3(1), 9–14. https://doi.org/10.53682/charmsains.v3i1.144
  29. Morelato, M., Cadola, L., Bérubé, M., Ribaux, O., & Baechler, S. (2023). Forensic intelligence teaching and learning in higher education: An international approach. Forensic Science International, 344. https://doi.org/10.1016/j.forsciint.2023.111575
  30. Myneni, S., Patel, V. L., Bova, G. S., Wang, J., Ackerman, C. F., Berlinicke, C. A., … Zack, D. J. (2016). Resolving complex research data management issues in biomedical laboratories: Qualitative study of an industry-academia collaboration. Computer Methods and Programs in Biomedicine, 126, 160–170. https://doi.org/10.1016/j.cmpb.2015.11.001
  31. Na, L. (2024). Natural Language-Based Human-Machine Collaborative Learning Games Algorithm Based on Deep Rein-Forcement Learning. IEEE Access, 12, 28818–28830. https://doi.org/10.1109/ACCESS.2024.3365500
  32. Nicolaou, S. A., Televantou, I., Papageorgiou, A., Albert, A. P., Hitchings, A. W., McCrorie, P., & Nicolaou, P. (2024). Factors affecting pharmacology learning in integrated PBL in diverse medical students: a mixed methods study. BMC Medical Education, 24(1). https://doi.org/10.1186/s12909-024-05289-2
  33. Nurjanah, S., Sultan, J., Aisyah, S., Puspita, D., & Ulyasari, N. (2024). Bibliometric Analysis of Problem Based Learning in Physics Education: A Scopus Based Study (1996-2023). Berkala Ilmiah Pendidikan Fisika, 12(2), 310. https://doi.org/10.20527/bipf.v12i2.18775
  34. Putri, A., Kartini, K., & Yuanita, P. (2020). The Effectiveness of Learning Tools Based on Discovery Learning That Integrates 21st Century Skills to Mathematical Critical Thinking Ability in Trigonometric Materials in High School. Journal of Physics: Conference Series, 1655(1), 012071. https://doi.org/10.1088/1742-6596/1655/1/012071
  35. Qin, Y., Ju, W., Wu, H., Luo, X., & Zhang, M. (2024). Learning Graph ODE for Continuous-Time Sequential Recommendation. IEEE Transactions on Knowledge and Data Engineering, 36(7), 3224–3236. https://doi.org/10.1109/TKDE.2024.3349397
  36. Raman, R., Achuthan, K., Nair, V. K., & Nedungadi, P. (2022). Virtual Laboratories- A historical review and bibliometric analysis of the past three decades. Education and Information Technologies, 27(8), 11055–11087. https://doi.org/10.1007/s10639-022-11058-9
  37. Rodrigues, A. P. C., Fernandes, R. M. M., Teixeira, L. L., Alves, G. B., de Oliveira, C. E. T., & da Motta, C. L. R. (2021). Digital and Scientific Literacy with Games: A Pedagogical Process Based on System Engineering. Journal on Interactive Systems, 12(1), 219–231. https://doi.org/10.5753/jis.2021.1885
  38. Sajidan, S., Suranto, S., Atmojo, I. R. W., Saputri, D. Y., & Etviana, R. (2022). Problem-Based Learning-Collaboration (PBL-C) Model in Elementary School Science Learning in the Industrial Revolution Era 4.0 and Indonesia Society 5.0. Jurnal Pendidikan IPA Indonesia, 11(3), 477–488. https://doi.org/10.15294/jpii.v11i3.30631
  39. Sauer, J. (2024). The future of computational catalysis. Journal of Catalysis, 433. https://doi.org/10.1016/j.jcat.2024.115482
  40. Sumarni, D. (2020). Analisis Kemampuan Berpikir Kritis Setelah Penerapan Problem Based Learning Berbantuan Lembar Kerja Peserta Didik Bermuatan Etnosains. Phenomenon : Jurnal Pendidikan MIPA, 9(2), 206–218. https://doi.org/10.21580/phen.2019.9.2.4200
  41. Susanti, M., Retnawati, H., Sulistyaningsih, E., Kartianom, K., Rosyada, M. N., Kassymova, G. K., & Sotlikova, R. (2023). Project-Based Learning in mathematics education: A bibliometric study on 2014–2023 scopus database. Jurnal Riset Pendidikan Matematika, 10(1), 32–53. https://doi.org/10.21831/jrpm.v10i1.60531
  42. Trout Fryxell, R. T., Camponovo, M., Smith, B., Butefish, K., Rosenberg, J. M., Andsager, J. L., … Willis, M. P. (2022). Development of a Community-Driven Mosquito Surveillance Program for Vectors of La Crosse Virus to Educate, Inform, and Empower a Community. Insects, 13(2). https://doi.org/10.3390/insects13020164
  43. Walker, L., Cross, M., & Barnett, T. (2018). Mapping the interprofessional education landscape for students on rural clinical placements: An integrative literature review. Rural and Remote Health, 18(2). https://doi.org/10.22605/RRH4336
  44. Wijaya, T. P., Mundilarto, & Wilujeng, I. (2024). Development of Problem Based Learning Collaborative (PBL-C) Physics E-Worksheet to Improve Student Problem Solving and Collaboration Skills. Jurnal Penelitian Pendidikan IPA, 10(1), 47–54. https://doi.org/10.29303/jppipa.v10i1.5284
  45. Wu, X., Zhang, H., & Yoon, M. (2025). SCALABLE ONLINE EDUCATION PLATFORMS IN HIGHER EDUCATION FOR ENHANCING STUDENTS ACADEMIC PERFORMANCE. Scalable Computing, 26(4), 1625–1638. https://doi.org/10.12694/scpe.v26i4.4507
  46. Yu, X., Qin, L., Huang, G., & He, X. (2023). Systematically evaluate the effect of problem-based learning method in the teaching of epidemiology and health statistics in China. Journal of the Pakistan Medical Association, 73(7), 1462–1467. https://doi.org/10.47391/JPMA.6676
  47. Zeng, H. L., Chen, D. X., Li, Q., & Wang, X. Y. (2020). Effects of seminar teaching method versus lecture-based learning in medical education: A meta-analysis of randomized controlled trials. Medical Teacher, 42(12), 1343–1349. https://doi.org/10.1080/0142159X.2020.1805100
  48. Zhao, F., Zeng, Y., Han, B., Fang, H., & Zhao, Z. (2022). Nature-inspired self-organizing collision avoidance for drone swarm based on reward-modulated spiking neural network. Patterns, 3(11). https://doi.org/10.1016/j.patter.2022.100611
  49. Zhao, L., Zhao, Y., Bu, L., Sun, H., Tang, W., Li, K., … Zhang, Y. (2023). Design Method of a Smart Rehabilitation Product Service System Based on Virtual Scenarios: A Case Study. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31, 4570–4579. https://doi.org/10.1109/TNSRE.2023.3333049