Chat Gpt : Improving Biology Learning Outcomes Problem-Based Learning Assisted Artificial Intelligence
Abstract
Learning outcomes are an assessment of success in education, where success is achieved when learning objectives are met. To measure this achievement, learning outcome tests are used by providing numerical assessments. This research study aims to identify the improvement of students' cognitive learning outcomes through the implementation of the Problem-Based Learning (PBL) model assisted by Artificial Intelligence (AI): ChatGpt. Cognitive learning outcomes hold significant value as they are used as indicators to evaluate the achievement of learning objectives and provide benefits for students in developing their thinking abilities to tackle various problems. The research adopts a quantitative descriptive approach, with the research subjects being students of X - 5 class at SMAN X Purwosari. The Classroom Action Research (CAR) was conducted during the period of March to May 2023, consisting of two cycles. The CAR stages include planning, implementation, observation, and reflection. The research results demonstrate a significant improvement in students' cognitive learning outcomes, with an increase of 25% in cycle 1 and 77% in cycle 2.
ABSTRAK: Hasil pembelajaran adalah penilaian keberhasilan dalam pendidikan, di mana keberhasilan dicapai ketika tujuan pembelajaran terpenuhi. Untuk mengukur pencapaian ini, ujian hasil pembelajaran digunakan dengan memberikan penilaian numerik. Penelitian ini bertujuan untuk mengidentifikasi peningkatan hasil belajar kognitif siswa melalui implementasi model Pembelajaran Berbasis Masalah (PBM) yang dibantu oleh Kecerdasan Buatan (AI): ChatGpt. Hasil belajar kognitif memiliki nilai yang signifikan karena digunakan sebagai indikator untuk mengevaluasi pencapaian tujuan pembelajaran dan memberikan manfaat bagi siswa dalam mengembangkan kemampuan berpikir mereka untuk mengatasi berbagai masalah. Penelitian ini mengadopsi pendekatan deskriptif kuantitatif, dengan subjek penelitian adalah siswa kelas X - 5 di SMAN X Purwosari. Penelitian Tindakan Kelas (PTK) dilakukan selama periode Maret hingga Mei 2023, yang terdiri dari dua siklus. Tahapan PTK meliputi perencanaan, implementasi, observasi, dan refleksi. Hasil penelitian menunjukkan peningkatan signifikan dalam hasil belajar kognitif siswa, dengan peningkatan sebesar 25% pada siklus 1 dan 77% pada siklus 2.
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Aisyah, S., Lokaria, E., & Harmoko, H. (2019). Analisis Hasil Belajar Biologi Siswa Kelas X Program IPS: Dampak Model Pembelajaran Problem Posing. Biosfer: Jurnal Tadris Biologi, 10(2), 95–108. https://doi.org/10.24042/biosfer.v10i2.4927
Al Fatihah, I., Ramli, M., & Rahardjo, D. T. (2022). The Effect of STEM-ThingLink Learning Design on Students’ Conceptual Understanding of Nutrition. Biosfer: Jurnal Tadris Biologi, 13(1), 1–11. https://doi.org/10.24042/biosfer.v13i1.11920
Andini, N. A., & Saifuddin, M. F. (2023). Learning media of digital booklets for class VIII junior high school. Biosfer: Jurnal Tadris Biologi, 16(1), 1–12.
Angelica, D., & Novitasari, A. (2020). The Influence of Resource-based Learning Model based on Flashcard toward Students’ Problem-Solving Abilities. Biosfer: Jurnal Tadris Biologi, 11(1), 78–85. https://doi.org/10.24042/biosfer.v11i1.4791
Ardiana, E., & Ananda, A. (2022). The effect of using the tiktok application as a learning media on the activeness and learning. International Journal Of Social Science Education, Art and Culture, 1(2), 22–29.
Baber, H. (2020). Determinants of students’ perceived learning outcome and satisfaction in online learning during the pandemic of COVID19. Journal of Education and E-Learning Research, 7(3), 285–292. https://doi.org/10.20448/JOURNAL.509.2020.73.285.292
Crompton, H., Bernacki, M., & Greene, J. A. (2020). Psychological foundations of emerging technologies for teaching and learning in higher education. Current Opinion in Psychology, 36, 101–105. https://doi.org/10.1016/j.copsyc.2020.04.011
Damopoli, I., Aksamina M. Yohanita, Febilia H. Malatta, & Frida, M. Y. (2019). Pengaruh model pembelajaran berbasis masalah terhadap hasil belajar kognitif siswa kelas VII SMP. Pendidikan IPA, 3(1), 43–52.
Dlamini, Z., Francies, F. Z., Hull, R., & Marima, R. (2020). Artificial intelligence (AI) and big data in cancer and precision oncology. Computational and Structural Biotechnology Journal, 18, 2300–2311. https://doi.org/10.1016/j.csbj.2020.08.019
Dwijayani, N. M. (2019). Development of circle learning media to improve student learning outcomes. Journal of Physics: Conference Series, 1321(2), 1–7. https://doi.org/10.1088/1742-6596/1321/2/022099
Dwivedi, Y. K., Hughes, L., Ismagilova, E., Aarts, G., Coombs, C., Crick, T., Duan, Y., Dwivedi, R., Edwards, J., Eirug, A., Galanos, V., Ilavarasan, P. V., Janssen, M., Jones, P., Kar, A. K., Kizgin, H., Kronemann, B., Lal, B., Lucini, B., … Williams, M. D. (2021). Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy. International Journal of Information Management, 57(July), 0–1. https://doi.org/10.1016/j.ijinfomgt.2019.08.002
Gordon, M. (2020). Synchronous teaching and learning: On-ground versus Zoom. International Journal of Education and Human Developments, 6(3), 11–19. www.cgrd.org
Haka, N., Handayani, W., Anggoro, B. S., Hamid, A., History, A., & Haka, N. B. (2021). Developing Android-Based Educational Puzzle Game for Biology To Improve Students’ Cognitive Ability Article Info Abstract. 12(1), 51–64. https://doi.org/10.24042/b
Harris, R., & Clayton, B. (2019). The current emphasis on learning outcomes. International Journal of Training Research, 17(2), 93–97. https://doi.org/10.1080/14480220.2019.1644777
Hartikainen, S., Rintala, H., Pylväs, L., & Nokelainen, P. (2019). The concept of active learning and the measurement of learning outcomes: A review of research in engineering higher education. Education Sciences, 9(4), 9–12. https://doi.org/10.3390/educsci9040276
Hassani, H., Silva, E. S., Unger, S., TajMazinani, M., & Mac Feely, S. (2020). Artificial Intelligence (AI) or Intelligence Augmentation (IA): What Is the Future? AI (Switzerland), 1(2), 143–155. https://doi.org/10.3390/ai1020008
Hidayanti, W., & Azmiyanti, R. (2023). Dampak Penggunaan Chat GPT pada Kompetensi Mahasiswa Akuntansi: Literature Review. Seminar Nasional Akuntansi Dan Call for Paper, 3(1), 83–91. https://senapan.upnjatim.ac.id/index.php/senapan/article/view/288
Hidayat, M. I. M., & Subekti, H. (2022). Promoting science process skills and learning outcomes through cybergogy approaches with PhET media for Junior High School Students. Jurnal Pijar Mipa, 17(4), 499–506. https://doi.org/10.29303/jpm.v17i4.3623
Hilir, A. (2021). Teknologi Pendidikan di Abad Digital. Jakarta : Lakeisha Press.
Irwandani, I., Umarella, S., Rahmawati, A., Meriyati, M., & Susilowati, N. E. (2019). Interactive Multimedia Lectora Inspire Based on Problem Based Learning: Development in the Optical Equipment. Journal of Physics: Conference Series, 1155(1). https://doi.org/10.1088/1742-6596/1155/1/012011
Jdaitawi, M. (2019). The effect of flipped classroom strategy on students learning outcomes. International Journal of Instruction, 12(3), 665–680. https://doi.org/10.29333/iji.2019.12340a
Kamaliyah Nurul Rofika, & Alrianingrum, S. (2022). Pengaruh Model Project Based Learning Terhadap Tingkat Pemahaman Siswa Pada Pembelajaran Sejarah Kelas X Ips Sma Negeri 20 Surabaya. Journal Pendidikan Sejarah, 12(4), 2022.
Kemmis & Mc. Taggart. (2010). The Action Research Planner. Geelong.
Lund, B. D., & Wang, T. (2023). Chatting about ChatGPT: how may AI and GPT impact academia and libraries? Library Hi Tech News.
Marlin, K., Tantrisna, E., Mardikawati, B., Anggraini, R., Susilawati, E., Mahmud, U. I. N., Batusangkar, Y., Bangsa, U. C., Transportasi, P., & Bali, D. (2023). Manfaat dan Tantangan Penggunaan Artificial Intelligences ( AI ) Chat GPT Terhadap Proses Pendidikan Etika dan Kompetensi. 3, 5192–5201.
Nurkhin, A., Kardoyo, Pramusinto, H., Setiyani, R., & Widhiastuti, R. (2020). Applying blended problem-based learning to accounting studies in higher education; Optimizing the utilization of social media for learning. International Journal of Emerging Technologies in Learning, 15(8), 22–39. https://doi.org/10.3991/IJET.V15I08.12201
Ozkan, G., & Umdu Topsakal, U. (2021). Investigating the effectiveness of STEAM education on students’ conceptual understanding of force and energy topics. Research in Science and Technological Education, 39(4), 441–460. https://doi.org/10.1080/02635143.2020.1769586
Pawlak, M., Kruk, M., & Zawodniak, J. (2022). Investigating individual trajectories in experiencing boredom in the language classroom: The case of 11 Polish students of English. Language Teaching Research, 26(4), 598–616. https://doi.org/10.1177/1362168820914004
Pillai, R., & Sivathanu, B. (2020). Adoption of artificial intelligence (AI) for talent acquisition in IT/ITeS organizations. Benchmarking, 27(9), 2599–2629. https://doi.org/10.1108/BIJ-04-2020-0186
Post, L. S., Guo, P., Saab, N., & Admiraal, W. (2019). Effects of remote labs on cognitive, behavioral, and affective learning outcomes in higher education. Computers and Education, 14(1), 34–40.
Ramadhan, F. K., Faris, M. I., Wahyudi, I., & Sulaeman, M. K. (2023). Pemanfaatan Chat Gpt Dalam Dunia Pendidikan. Jurnal Ilmiah Flash, 9(1), 25. https://doi.org/10.32511/flash.v9i1.1069
Sari, D. P., Puspita, L., & Handoko, A. (2021). Contextual Teaching And Learning Model Assisted By Zoom Cloud Meetings: The Impact On Students’ Critical Thinking Skills. Biosfer : Jurnal Tadris Biologi, 12(1), 32–39. https://doi.org/10.24042/b
Seibert, S. A. (2021). Problem-Based Learning: A Strategy to Foster Generation Z’s Critical Thinking and Perseverance. Teaching and Learning in Nursing, 16(1), 85–88.
Siau, K., & Wang, W. (2020). Artificial intelligence (AI) Ethics: Ethics of AI and ethical AI. Journal of Database Management, 31(2), 74–87. https://doi.org/10.4018/JDM.2020040105
Siddiq. (2023). The Use Of Artificial Intelligence-Based Chat-Gpt And Its Challenges For The World Of Education; From The Viewpoint Of The Development Of Creative Writing Skills. Proceeding of International Conference on Education, Society and Humanity. 1(1)., 1(1), 353–357.
Siregar, S., Panjaitan, B., Girsang, E., & Dabukke, H. (2019). Media Pembelajaran Menggunakan Pendekatan Discovery Learning Untuk Meningkatkan Hasil Belajar Siswa. Jurnal Pendidikan Fisika, 8(2), 120–125.
Srinivasa, K. G., Kurni, M., & Saritha, K. (2022). Harnessing the Power of AI to Education. In Learning, Teaching, and Assessment Methods for Contemporary Learners. In Springer, Singapore. Springer.
Supena, I., Darmuki, A., & Hariyadi, A. (2021). The Influence of Learning Model on Students’ Learning Outcomes. International Journal of Instruction, 14(3), 873–892.
Suryawati, E., Suzanti, F., Zulfarina, Putriana, A. R., & Febrianti, L. (2020). The implementation of local environmental problem-based learning student worksheets to strengthen environmental literacy. Jurnal Pendidikan IPA Indonesia, 9(2), 169–178. https://doi.org/10.15294/jpii.v9i2.22892
Susanto, T. T. D., Dwiyanti, P. B., Mariani, A., Sagita, J., Safitri, D., & Soraya, E. (2022). E-Book with Problem Based Learning to Improve Student Critical Thinking in Science Learning at Elementary School. International Journal of Interactive Mobile Technologies, 16(20), 79–97. https://doi.org/10.3991/ijim.v16i20.33173
Syara, Y., Anggoro, B. S., Handoko, A., Haka, N. B., Kesumawardani, A. D., & Hidayah, N. (2020). The Use of Moodle-based Learning Management System (LMS) on MATE (Media Ajar Teori Evolusi). Journal of Physics: Conference Series, 1467(1). https://doi.org/10.1088/1742-6596/1467/1/012016
Uci, K, P & Junaidi, J. (2022). Peningkatan Hasil Belajar Sosiologi Melalui Model PBL Berbantuan Media TTS pada Siswa Kelas XI IPS 1 SMA Negeri 1 Batang Gasan. Journal of Education & Pedagogy, 2(1), 44–51.
Vaishya, R., Javaid, M., Khan, I. H., & Haleem, A. (2020). Artificial Intelligence (AI) applications for COVID-19 pandemic. Diabetes and Metabolic Syndrome: Clinical Research and Reviews, 14(4), 337–339. https://doi.org/10.1016/j.dsx.2020.04.012
Verawati, A., Agustito, D., Pusporini, W., Utami, W. B., & Widodo, S. A. (2022). Designing Android learning media to improve problem-solving skills of ratio. Advances in Mobile Learning Educational Research, 2(1), 216–224. https://doi.org/10.25082/amler.2022.01.005
Zhai, X., Chu, X., Chai, C. S., Jong, M. S. Y., Istenic, A., Spector, M., Liu, J. B., Yuan, J., & Li, Y. (2021). A Review of Artificial Intelligence (AI) in Education from 2010 to 2020. Complexity, 8812542(1), 1–18. https://doi.org/10.1155/2021/8812542
DOI: http://dx.doi.org/10.24042/biosfer.v14i2.17111
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