Pengembangan E-LKPD Berbasis PBL Terintegrasi AI pada Materi Klasifikasi Makhluk Hidup untuk Meningkatkan HOTS dan KPS
DOI:
https://doi.org/10.31539/dtb8fx98Abstract
This study aims to develop and evaluate the feasibility and effectiveness of an Electronic Student Worksheet (E-LKPD) based on Problem-Based Learning (PBL) integrated with Artificial Intelligence (AI) on the topic of classification of living organisms, to enhance students’ Higher Order Thinking Skills (HOTS) and Science Process Skills (SPS). The research employed a Research and Development (R&D) method using the 4-D model (Define, Design, Develop, Disseminate). Effectiveness testing was conducted through a quasi-experimental design using a pretest-posttest control group. Data were analyzed using independent sample t-test and N-Gain analysis. The validation results indicated that the E-LKPD was in the “highly feasible” category. The t-test results for the pretest showed no significant difference between the experimental and control groups (t = 0.031; p = 0.975), while the posttest results revealed a significant difference (t = 7.403; p = 0.000). The N-Gain scores for HOTS and SPS were 0.61 and 0.68, respectively, both categorized as moderate and effective. It is concluded that the PBL-based E-LKPD integrated with AI is feasible and effective for improving students’ HOTS and SPS in biology learning.
Keywords: AI, E-LKPD, HOTS, SPS, Problem Based Learning
References
Anbiya, K., Muhibbudin, Khaldun, I., & Yusrizal. (2023). Integration of problem-based learning model with guided inquiry worksheet to enhance scientific process skills and critical thinking abilities. Jurnal Penelitian Pendidikan IPA, 9(10), 8328–8334.
Brookhart, S. M. (2010). How to assess higher-order thinking skills in your classroom. ASCD.
Castro-Lopes, F., & Fernandes, S. (2023). Development of creativity and critical thinking skills: Findings from students participating in a PBL experience. In EDULEARN23 Proceedings (pp. 4655–4662).
Della, L. (2021). The effectiveness of PBL-based LKPD for empowering the senior high school student’s critical and creative thinking skills. International Journal of Social Science and Human Research, 4(7), 1776–1784. https://doi.org/10.47191/ijsshr/v4-i7-49
Duda, H. J., Susilo, H., & Newcombe, P. (2019). Enhancing different ethnicity science process skills: Problem-based learning through practicum and authentic assessment. International Journal of Instruction, 12(1), 1208–1222. https://doi.org/10.29333/iji.2019.12177a
Hidayati, H., Zaini, M., & Kaspul, K. (2020). Effectiveness of worksheets of biology students of high school based on critical thinking skills in virus concept. BIO-INOVED: Jurnal Biologi-Inovasi Pendidikan, 2(1), 41–46. https://doi.org/10.20527/bino.v2i1.7859
Inayah, A. D., Ristanto, R. H., Sigit, D. V., & Miarsyah, M. (2020). Analysis of science process skills in senior high school students. Universal Journal of Educational Research, 8(4), 15–22. https://doi.org/10.13189/ujer.2020.080104
Kementerian Pendidikan Dasar dan Menengah Republik Indonesia. (2025). Naskah akademik pembelajaran koding dan kecerdasan artifisial pada pendidikan dasar dan menengah. Badan Standar, Kurikulum, dan Asesmen Pendidikan.
Monsang, P., Srikoon, S., & Wichaino, N. (2021). The effects of problem based learning for enhancing science problem solving skills. Journal of Physics: Conference Series, 1835(1), 012083. https://doi.org/10.1088/1742-6596/1835/1/012083
Mulford, B. (2008). The leadership challenge: Improving learning in schools. Australian Education Review, 1(55), 1–32.
OECD. (2022). PISA 2022 results (Volume I): The state of learning and equity in education. https://www.oecd.org/pisa
Rustaman, N. Y. (2009). Keterampilan proses sains. Ghalia Indonesia.
Sohsah, G. N., Ibrahimzada, A. R., Ayaz, H., & Cakmak, A. (2020). Scalable classification of organisms into a taxonomy using hierarchical supervised learners. Journal of Bioinformatics and Computational Biology, 18(5), 2050026. https://doi.org/10.1142/S0219720020500265
Su, K. D. (2022). Implementation of innovative artificial intelligence cognitions with problem-based learning guided tasks to enhance students’ performance in science. Journal of Baltic Science Education, 21(2), 245–257. https://doi.org/10.33225/jbse/22.21.245
Suwanda, Wahyuni, E. S., & Yuniarti, A. (2024). The feasibility of PBL-based LKPD accompanied by KPS on environmental change material class X. Journal of Biology Learning, 6(1), 13–23.
Thiagarajan, S., Semmel, D. S., & Semmel, M. I. (1974). Instructional development for training teachers of exceptional children: A sourcebook. Indiana University, Center for Innovation in Teaching the Handicapped.
Utami, R., Rosyida, A., Arlinwibowo, J., & Fatima, G. N. (2022). The effectivity of problem-based learning to improve the HOTS: A meta-analysis. Psychology, Evaluation, and Technology in Educational Research, 5(1), 43–53.
Wicaktini, A., Juanengsih, N., & Noor, M. (2020). Problem based learning models with student worksheets: Effect on higher order thinking skills in digestive system concept. Proceedings of the European Alliance for Innovation.
Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education – Where are the educators? International Journal of Educational Technology in Higher Education, 16(1), 1–27. https://doi.org/10.1186/s41239-019-0171-0
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