Pengembangan E-Worksheet Problem Based Learning Berbantuan Augmented Reality untuk Meningkatkan Literasi Sains dan Berpikir Kritis pada Materi Entomologi Pertanian
DOI:
https://doi.org/10.31539/y12p9208Abstract
This study aimed to develop and evaluate an Augmented Reality (AR)-assisted Problem Based Learning (PBL) E-Worksheet in Agricultural Entomology that is valid, practical, and effective in improving science literacy and critical thinking skills of Biology Education students. The method used was Research and Development employing the ADDIE model, consisting of analysis, design, development, implementation, and evaluation. Field testing was conducted with eighth-semester students of the Biology Education Study Program at Universitas Pasundan using questionnaires, interviews, observations, and tests as research instruments. Data were analyzed using descriptive statistics and MANOVA. The results showed that the AR-assisted PBL E-Worksheet was highly feasible in terms of accessibility, content substance, presentation, characteristics, and language, and was categorized as highly practical based on lecturers’ and students’ responses. The use of the E-Worksheet also had a significant simultaneous effect on students’ science literacy and critical thinking skills. In conclusion, the AR-assisted PBL E-Worksheet in Agricultural Entomology is feasible, practical, and effective as a learning medium to support the improvement of science literacy and critical thinking skills among prospective biology teachers.
Keywords: Augmented Reality, Critical Thinking, Problem Based Learning, Science Literacy
References
Adeoye, M. A., Wirawan, K. A. S. I., Pradnyani, M. S. S., & Septiarini, N. I. (2024). Revolutionizing Education: Unleashing the Power of the ADDIE Model for Effective Teaching and Learning. JPI (Jurnal Pendidikan Indonesia), 13(1), 202–209. https://doi.org/10.23887/jpiundiksha.v13i1.68624
Agnafia, D. N. (2019). Analisis Kemampuan Berfikir Kritis peserta didik Dalam Pembelajaran Biologi. Florea, 6(1), 45–53. https://doi.org/10.25273/florea.v6i1.4369
Agustiawan, F., & Nurcahyo, H. (2022). The Effectiveness of The Problem Based Learning Model with Augmented Reality Media to Enhance Student Critical Thinking Skills in Online Learning. AIP Conference Proceedings, 2468(1), 30017.
Anwar, Y., Permata, S., & Ermayanti. (2020). Measuring Biology Educations Students’ Critical Thinking Skill Using Online Systems. Journal of Physics: Conference Series, 1480(1). https://doi.org/10.1088/1742-6596/1480/1/012068
Aroyandini, E. N. (2021). Keefektifan E-module Problem based learning (PBL) Topik Virus untuk Meningkatkan Penguasaan Konsep dan Kemampuan Berfikir Kritis Mahasiswa Pendidikan Biologi UIN Sunan Kalijaga Yogyakarta.
Arsyad, M. (2023). Correlation Between Numerical Interpretation and Analysis Abilities with Critical Analysis Ability on Biology Education Students. BIO-INOVED : Jurnal Biologi-Inovasi Pendidikan, 5(2), 164. https://doi.org/10.20527/bino.v5i2.15476
Arwen, D., Chabibah, N., Suharti, D. S., Rasydy, L. O. A., Gunawan, Y. I., Juana, N. A., Yusmaliana, D., Sudarmanto, E., Possumah, L. M. A. B., & Mayratih, S. (2025). Pembelajaran Inovatif di Perguruan Tinggi. Penerbit Minhaj Pustaka Indonesia.
Asmirajanti, M., & Tamly, W. (2024). Enhancing Clinical Reasoning and Student Critical Thinking for Patient Safety with Virtual Reality Applications in Nursing Education : A Systematic Review. Malaysian Journal of Medicine and Health Sciences (EISSN, 20(July), 309–314. https://doi.org/10.47836/mjmhs20.4.38
Asrul, Ananda, R., & Rosinta. (2014). Evaluasi Pembelajaran. In Ciptapustaka Media.
Athya, D. P., Nehru, J., Vishwa, K., Jabalpur, V., Tomar, N., & Chadar, N. (2025). Digital Innovations and ICT Tools in Teaching Applied Entomology : A Review. Journal of Scientific Research and Reports, 31(10), 14. https://doi.org/10.9734/jsrr/2025/v31i103589
Atmaja, D. Y. S., Amelia, R., Harahap, S. A. N., Ardiansyah, Abd Aziz, Kamilah, D. S., Budiman, J. Y., Valda, V., Sumiati, Illahi, B. K., Andini, F. F., & Nurfalah, F. (2025). Digital-Based Learning Material Innovation Workshop Using GA-LARIS (Google Sites, Articulate Storyline, Augmented Reality, Physics Lab AR, Liveworksheet, and educational games) as A Learning Solution in Era 4.0. Transformasi: Jurnal Pengabdian Masyarakat, 21(1), 19–33. https://doi.org/10.20414/transformasi.v21i1.12840
Barta, S., Gurrea, R., & Flavián, C. (2023). Using Augmented Reality To Reduce Cognitive Dissonance and Increase Purchase Intention. Computers in Human Behavior, 140, 13. https://doi.org/10.1016/j.chb.2022.107564
Baxtiyorovna, S. M., Muxlisa, U., Qizi, H., Risolat, A., & Qizi, A. (2025). Critical Thinking in Everyday Problem Solving. Analysis of World Scientific Views International Scientific Journal, 3. https://innopub.uz/index.php/awsit/index
Benedicto, P. N., & Andrade, R. (2022). Problem-Based Learning Strategies and Critical Thinking Skills Among Pre-Service Teachers. International Journal of Science, Technology, Engineering and Mathematics, 2(2), 1–28. https://doi.org/10.53378/352885
Branch, R. M. (2010). Instructional Design: The ADDIE Approach. Springer. Buchner, J., & Zumbach, J. (2018). Promoting Intrinsic Motivation with a Mobile Augmented Reality Learning Environment. International Association for Development of the Information Society.
Cahyadi, R. A. H. (2019). Pengembangan Bahan Ajar Berbasis Addie Model. Halaqa: Islamic Education Journal, 3(1), 35–42. https://doi.org/10.21070/halaqa.v3i1.2124
Callohuari, Y. T., Seiter, N. J., Gibson, J. C., Becker, T. M., & Kaufmann, S. (2025). The use of 3D models in teaching insect morphology and identification: A case study. Journal of Integrated Pest Management, 16(1). https://doi.org/10.1093/jipm/pmaf031
Cavagnetto, A. R. (2010). Argument to Foster Scientific Literacy: A Review of Argument Interventions in K-12 Science Contexts. In Review of Educational Research (Vol. 80, Issue 3). https://doi.org/10.3102/0034654310376953
Chiappetta, E. L., Fillman, D. A., & Sethna, G. H. (1991). A method to quantify major themes of scientific literacy in science textbooks. Journal of Research in Science Teaching, 28(8), 713–725.
Christin, S. H., Wahyuni, E. S., & Titin, T. (2025). Development of e-worksheet discovery learning teaching materials assisted by liveworksheet on virus material. Research and Development in Education (RaDEn), 5(1), 730–740. https://doi.org/10.22219/raden.v5i1.39050
Cosme, L., Turchen, L. M., & Guedes, R. N. C. (2020). Insect World: Game-Based Learning as a Strategy for Teaching Entomology. American Biology Teacher, 82(4), 210–215. https://doi.org/10.1525/abt.2020.82.4.210
Danuri, & Maisaroh, S. (2019). Metodologi Penelitian. In Yogyakata. Darma, I. K., Karma, I. G. M., & Santiana, I. M. A. (2021). Validity and
Practicality Test of Applied Mathematics Digital Teaching Materials for Blended Learning for Polytechnic Students. SOSHUM : Jurnal Sosial Dan Humaniora, 11(1), 44–53. https://doi.org/10.31940/soshum.v11i1.2294
Demircioglu, T., Karakus, M., & Ucar, S. (2023). Developing Students’ Critical Thinking Skills and Argumentation Abilities Through Augmented Reality–Based Argumentation Activities in Science Classes. Science and Education, 32(4), 1165–1195. https://doi.org/10.1007/s11191-022-00369-5
Deti, P. R., & Rohaeti, E. (2024). Development of Electronic Worksheet Based on Problem-Based Learning in a Course on Acid-Bases to Develop Students’ Problem-Solving Ability. KnE Social Sciences, 2024, 166–176. https://doi.org/10.18502/kss.v9i8.15504
Dini, F., Medriati, R., & Hamdani, D. . (2025). The Effect of Problem Based Learning Model with Teaching at the Right Level Approach to Improve Critical Thinking Ability in Physics. Jurnal Penelitian Pembelajaran Fisika, 16(1), 112–119. https://doi.org/10.26877/jp2f.v16i1.1385
Elvanuari, T. A., Zulfiani, Z., & Rosyidatun, E. S. (2024). Development of e-worksheet based on search, solve, create, and share (SSCS) Islamic context to improve science process skills on excretory system material. JPBI (Jurnal Pendidikan Biologi Indonesia), 10(1), 195–210. https://doi.org/10.22219/jpbi.v10i1.31560
Erwinsyah, A., Hiola, Z., Mohamad, S. N., Napu, D. D., Bakari, A., Nadjamuddin, A., & Datunsolang, R. (2025). The Impact of Project-Based Flex Blended Learning Model on Critical Thinking Skills of Students in Science Courses. Jurnal Penelitian Pendidikan IPA, 11(6), 783–792. https://doi.org/10.29303/jppipa.v11i6.11250
Evagorou, M., Erduran, S., & Mäntylä, T. (2015). The role of visual representations in scientific practices: from conceptual understanding and knowledge generation to ‘seeing’ how science works. International Journal of STEM Education, 2(1), 1–13. https://doi.org/10.1186/s40594-015-0024-x
Facione, P. A., & Facione, N. C. (2013). Critical thinking for life: Valuing, measuring, and training critical thinking in all its forms.
Fatimah, L. U., & Alfath, K. (2019). Analisis Kesukaran Soal, Daya Pembeda Dan Fungsi Distraktor. Jurnal Komunikasi Dan Pendidikan Islam, 8(2), 37–64.
Fenwick, T., & Tennant, M. (2020). Dimensions of Adult Learning. In G. Foley (Ed.), Dimensions of Adult Learning: Adult education and training in a global era (2nd ed.). OPEN UNIVERSITY PRESS. https://doi.org/10.4324/9781003115366-3
Ferdian, N. C., Anwar, L., & Herdini, H. (2025). Validity and Practicality Test of e-Student Worksheets Using the ARCS (Attention, Relevance, Confidence, and Satisfaction) Model on Acid-Base Concepts. International Journal of STEM Education for Sustainability, 5(1), 132–149.
Fitria, A. S., & Putri, S. F. (2024). Pengembangan Media Pembelajaran Administrasi Perpajakan Berbasis Android Smart App Creator3 dan Assemblr Edu. 16–24.
Fitriandini, M. S., & Isnawati, I. (2025). Development of Electronic Student Worksheet (E-Worksheet) Based on Project Based Learning (PJBL) to Train Student’s Critical Thinking Skills on Biotechnology Topic of 10th Grade in Senior High School. Berkala Ilmiah Pendidikan Biologi (BioEdu), 14(1), 211–218. https://doi.org/10.26740/bioedu.v14n1.p211-218
Goldner, J., Kelley, T. R., & Holland, J. D. (2021). Insects as tools for STEM integration. American Entomologist, 67(2), 52–59. https://doi.org/10.1093/ae/tmab026
Goyibova, N., Muslimov, N., Sabirova, G., Kadirova, N., & Samatova, B. (2025). Differentiation approach in education: Tailoring instruction for diverse learner needs. MethodsX, 14(January), 103163. https://doi.org/10.1016/j.mex.2025.103163
Haerullah, A. H., & Hasan, S. (2017). Model & Pendekatan Pembelajaran Inovatif (Teori dan Aplikasi).
Hari, I., Soni, R., Shinde, S. E., & Chandanshive, S. S. (2025). Foundations of Zoology and Entomology: Taxonomy, Physiology, and Ecology. Academic Guru Publishing House.
Harshberger, S. A. (2024). An Action Research Investigation: Enhancing Dual Credit Biology Students’ Scientific Literacy Skills Through Metacognitive Reading Interventions (Issue June).
Hayati, R., Ersani, E., Darwiyanti, A., Akbar, S., Hadikusumo, R. A., Hamda, E. F., Simanungkalit, L. N., Missouri, R., Winarsih, S., Priyanti, N. Y., Syarifah, T., Suyitno, M., Wardoyo, T. H., Hatiningsih, N., Ariantara, R. G., Nurdini, Isminarti, Talindong, A., & Azizah, H. N. (2025). Pengembangan Bahan Ajar. In Universitas Atma Jaya Yogyakarta (Vol. 09, Issue September). Sada Kurnia Pustaka.
Herawati, N. S., & Muhtadi, A. (2018). Development of interactive electronic modules (e-modules) in chemistry subjects for class XI high school. Jurnal Inovasi Teknologi Pendidikan, 5(2), 180–191. https://doi.org/10.21831/jitp.v5i2.15424
Herliandry, L. D., Kuswanto, H., & Hidayatulloh, W. (2021). Improve Critical Thinking Ability Through Augmented Reality Assisted Worksheets.
Hizqiyah, I. Y. N., Widodo, A., Sriyat, S., & Setiawan, W. (2019). The Profile of Biology Teacher’s Habits of Mind in High. AIP Conf. Proc., 060010(July), 060001–060006.
Hu, G. L., Tian, J. D., Xue, S., & Lu, J. Q. (2021). Morphology of egg and larva of the lawn cutworm Spodoptera depravata (Butler) (Lepidoptera: Noctuidae). Zoologischer Anzeiger, 292, 261–269. https://doi.org/10.1016/j.jcz.2021.05.002
Ilyas, I. (2022). Strategi Peningkatan Kompetensi Profesional Guru. Jurnal Inovasi, Evaluasi Dan Pengembangan Pembelajaran (JIEPP), 2(1), 34–40. https://doi.org/10.54371/jiepp.v2i1.158
Inayah, I., Gofur, A., & Balqis. (2024). Development of E-Module for Plant Physiology Courses Based on Problem Based Learning to Increase Student’s Critical Thinking Skills on Nutrition, Transportation and Photosynthesis. Bioedukasi, 22(2), 318–326. https://doi.org/10.19184/bioedu.v22i2.46624
Istiqomah, K., & Sipahutar, H. (2025). Effect of PBL model with student worksheets on biology learning: activities, thinking skills, and outcomes. Biosfer : Jurnal Pendidikan Biologi, 18(2), 261–275. https://doi.org/10.21009/biosferjpb.55299
Jambagi, S. R., Gaddanakeri, S. T. D. K. N., & D., C. (2023). Insecticide Resistance Management Strategies for Sustainable Insect Control Entomolgy Redefines Current Trends and Future Directions. In Entomolgy Redefines Current Trends and Future Directions (Vol. 1, pp. 359–381).
Kalyuga, S., & Singh, A. M. (2016). Rethinking the Boundaries of Cognitive Load Theory in Complex Learning. Educational Psychology Review, 28(4), 831–852. https://doi.org/10.1007/s10648-015-9352-0
Karmila, N., Wilujeng, I., & Sulaiman, H. (2021). The Effectiveness of ProblemBased Learning (PBL) Assisted Google Classroom to Scientific Literacy in Physics Learning.
Kiperwasser, E., & Ballesteros, M. (2018). Scheduled Multi-Task Learning: From Syntax to Translation. Transactions of the Association for Computational Linguistics, 6, 225–240. https://doi.org/10.1162/tacl_a_00017
Kranz, J., Baur, A., Möller, A., Kranz, J., & Baur, A. (2023). Learners ’ challenges in understanding and performing experiments : a systematic review of the literature experiments : a systematic review of the literature. Studies in Science Education, 59(2), 321–368. https://doi.org/10.1080/03057267.2022.2138151
Lubis, S. P. W., Suryadarma, I. G. P., Paidi, & Yanto, B. E. (2022). The Effectiveness of Problem-based learning with Local Wisdom oriented to Socio-Scientific Issues. International Journal of Instruction, 15(2), 455–472. https://doi.org/10.29333/iji.2022.15225a
Maharani, P., & Hamid, M. A. (2024). Development of E-Student Worksheet Based Task-Based Learning Through LiveWorksheets.com for High School Students. AL-ISHLAH: Jurnal Pendidikan, 16(2), 1205–1217. https://doi.org/10.35445/alishlah.v16i2.5183
Manideep, S., Sankaran, S., & Tulasi, B. (2024). Invasive Thrips, Thrips Parvispinus (Karny, 1992), and Its Threat To Agriculture: a Comprehensive Review. Plant Archives, 25(1). https://doi.org/10.51470/plantarchives.2025.v25.supplement-1.152
Maron, C., Fresse, V., Morand, K., & Konik, H. (2023). BlendGen: A Blender Add-on for General RGB-D Databases Generation. International Journal of Computer Information Systems and Industrial Management Applications, 15(2023), 332–340.
Marthaliakirana, A. D., Suwono, H., Saefi, M., & Gofur, A. (2022). Problem-based learning with metacognitive prompts for enhancing argumentation and critical thinking of secondary school students. Eurasia Journal of Mathematics, Science and Technology Education, 18(9). https://doi.org/10.29333/ejmste/12304
Martono, D., & Aloysus, S. (2025). Development of E-LKPD Guided Inquiry Web Augmented Reality Biodiversity Material Based on Nepenthes Variation to Improve Critical Thinking Abilities and Psychomotor Skills of E-phase students. Journal of World Science, 4(8), 1095–1109. https://doi.org/10.58344/jws.v4i8.1486
Masnick, A. M., & Morris, B. J. (2022). A Model of Scientific Data Reasoning. Education Sciences, 12(2), 1–19. https://doi.org/10.3390/educsci12020071
Mayasari, I., M Setyarini, & Chansyanah Diawati. (2022). Development of Interactive e-Worksheet to Improve Science Process Skills of Junior High School Students. Jurnal Pendidikan MIPA, 24(1), 321–329. https://doi.org/10.23960/jpmipa/v24i1.pp321-329
Mayer, R. E. (2014). Incorporating motivation into multimedia learning. Learning and Instruction, 29, 171–173. https://doi.org/10.1016/j.learninstruc.2013.04.003
Montafej, J., Lotfi, A. R., & Chalak, A. (2022). The Effectiveness of Hybrid and Pure Problem-Based Learning in the Productive Skills and Critical Thinking of Iranian Undergraduate Students through MALL Application. Education Research International, 2022, 1–11. https://doi.org/10.1155/2022/1531210
Mufidah, R., & Dwiningsih, K. (2024). Development of A Problem-Based Learning- Oriented Interactive E-Worksheet on Chemical Equilibrium to Enhance Students ’ Scientific Literacy Skills. 9(2), 370–385.
Muhimmatin, I., & Prasetiyo, T. H. (2024). Profil Literasi Sains Awal Mahasiswa Calon Guru Biologi di Universitas 17 Agustus 1945 Banyuwangi. BIODIK, 10(2), 54–63. https://doi.org/10.22437/biodik.v10i2.30197
Nayeri, N. D., Noodeh, F. A., Nia, H. S., Yaghoobzadeh, A., Allen, K. A., & Goudarzian, A. H. (2023). Statistical Procedures Used in Pretest-Posttest Control Group Design: A Review of Papers in Five Iranian Journals. Acta Medica Iranica, 61(10), 584–591. https://doi.org/10.18502/acta.v61i10.15657
Novitasari, N. (2018). Profil Kemampuan Literasi Sains Mahasiswa Calon Guru Biologi. Biosfer : Jurnal Tadris Biologi, 9(1), 36. https://doi.org/10.24042/biosf.v9i1.2877
Nur, S. (2023). Keterampilan Berpikir Kritis dan Hasil Belajar Kognitif Mahasiswa Pendidikan Biologi. SAINTIFIK, 9(1). https://doi.org/10.31605/saintifik.v9i1.408
Nurhasanah, I. A., Brilliant, M., Reni, K., & Mulyanto, A. (2022). Analisis Perancangan E-Business B2C (Business to Consumer) Upaya Digitalisasi Pengembangan UMKM (Studi Kasus : Kabupaten Pesawaran, Indonesia). Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI), 11(3), 236– 248. https://doi.org/10.23887/janapati.v11i3.49787
OECD. (2019). PISA 2018 Assessment and Analytical Framework. In OECD Publishing.
Paneo, F. R., Manurung, T. K., & Lapihu, D. (2024). Development of Android Application for Insect Animal Recognition Based on Augmented Reality as Interactive Learning Media. MATICS: Jurnal Ilmu Komputer Dan Teknologi Informasi (Journal of Computer Science and Information Technology), 16(2), 52–61. https://doi.org/10.18860/mat.v16i2.27035
Piaget, J., & Inhelder, B. (1969). The Psychology of The Child. In Educacao e Sociedade. Basic Books.
Pitasari, M., & Dwi Febriyanti, B. (2023). Analisis Kelengkapan dalam Merumuskan Tujuan Pembelajaran pada Mahasiswa PGMI Semester V. Qalam : Jurnal Ilmu Kependidikan, 12(1), 35–42. https://doi.org/10.33506/jq.v12i1.2554
Pitorini, D. E., Suciati, & Harlita. (2025). Using an E-Module Based on Problem-Based Learning Combined With Socratic Dialogue To Develop Students’ Critical Thinking Skills: a Qualitative Study. Journal of Educators Online, 22(1). https://doi.org/10.9743/JEO.2025.22.1.18
Prabowo, C. A., & Fidiastuti, H. R. (2017). Mengukur Keterampilan Literasi Ilmiah Mahasiswa Tahun Pertama Menggunakan Test of Scientific Literacy Skills (TOSLS). Bioeducation Journal, 1(2), 78–86.
Pratita, D., Barlian, I., & Rusmin, R. (2018). Development of Student Worksheet on Materials Economy Based Problem Solving. Humaniora, 9(2), 211. https://doi.org/10.21512/humaniora.v9i2.4562
Priska Vasantan. (2023). Penciptaan Pengetahuan Sebagai Sarana Pembentukan Pilar Pembelajaran Individu. AKSARA: Jurnal Ilmu Pendidikan Nonformal, 09(2), 1093–1108. https://doi.org/10.37905/aksara.9.2.1093-1108.2023
Putri, D. K., Hidayah, R., & Yuwono, Y. D. (2023). Problem Based Learning: Improve Critical Thinking Skills for Long Life Learning. Jurnal Penelitian Pendidikan IPA, 9(7), 5049–5054. https://doi.org/10.29303/jppipa.v9i7.4188
Rahman, D. A., Ningrum, F. S., Nurfadilah, N. A., & Hurni, R. W. (2024). Kemampuan Literasi Digital pada Jenjang SMA/SMK dalam Mengurangi Penyebaran Hoax. Harmoni: Jurnal Ilmu Komunikasi Dan Sosial, 2(2), 99–108. https://doi.org/10.59581/harmoni-widyakarya.v2i2.3086
Rahmayani, R. D., & Atmazaki, A. (2025). Development of Interactive E-LKPD Based on Live-Worksheets for Reading and Viewing Skills. AL-ISHLAH: Jurnal Pendidikan, 17(1), 73–89.
Rezigalla, A. A., Eleragi, A. M. E. S. A., Elhussein, A. B., Alfaifi, J., ALGhamdi, M. A., Al Ameer, A. Y., Yahia, A. I. O., Mohammed, O. A., & Adam, M. I. E. (2024). Item analysis: the impact of distractor efficiency on the difficulty index and discrimination power of multiple-choice items. BMC Medical Education, 24(1), 1–7. https://doi.org/10.1186/s12909-024-05433-y
Richardo, R., & Cahdriyana, R. A. (2021). Strategi meminimalkan beban kognitif eksternal dalam pembelajaran matematika berdasarkan load cognitive theory. Humanika, 21(1), 17–32. https://doi.org/10.21831/hum.v21i1.38228
Rizkika, N., Mulyawati, Y., & Wijaya, A. (2024). Pengembangan Bahan Ajar Tahapan pengembangan bahan ajar. In Universitas Atma Jaya Yogyakarta (Vol. 09, Issue September).
Saiin, M., Rehiara, R. E., Rozi, F., Hamdiana, Rifai, M., & Kesek, M. N. (2024). Pengembangan Ketrampilan Abad 21 Dalam Menghadapi Kurikulum Merdeka Di Perguruan Tinggi. Jurnal Edu Research, 5(2), 212–221.
Salirawati, D. (2016). Teknik Penyusunan Modul Pembelajaran. Academia, 1–14. Sánchez Albert, A., González Cristóbal, M., Pertierra, L. R., González-López, C., París, M., Palancar, C. A., Sánchez Ruiz, M., Bastir, M., & Wilson, R. J. (2025). Insect insights: case studies using 3D-printed specimen models as a tool for accessibility, education and outreach in a Natural History Museum. Natural History Collections and Museomics, 2, 1–20. https://doi.org/10.3897/nhcm.2.154351
Sanjiartha, I. G. D., Suwindia, I. G., & Winangun, I. M. A. (2024). Peran literasi sains dalam membentuk generasi berfikir kritis dan inovatif: kajian literature review. Journal IICET : Education and Social Sciences Review, 5(2), 120–128. https://doi.org/10.29210/07essr499900
Santos, L. F. (2017). The Role of Critical Thinking in Science Education. Journal of Education and Practice, 8(20), 159–173.
Sartana, Simbolon, F. H., Wati Simbolon, R., Sihombing, M., & Hotnauli Simbolon, M. (2025). Efektivitas Pelaksanaan Sistem Penjaminan Mutu Internal Pada Perguruan Tinggi Swasta (Studi Kasus Universitas Mandiri Bina Prestasi). Universitas Mandiri Bina Prestasi Jl. Letjend. Djamin Ginting, 4(2), 285–287. https://doi.org/10.58918/lofian.v4i2.286
Savika, H. I., & Zuhriyah, I. A. (2024). Peran Analisis Butir Soal terhadap Kualitas Soal, Kompetensi Guru, dan Prestasi Belajar Peserta Didik di Sekolah Dasar. PANDU: Jurnal Pendidikan Anak Dan Pendidikan Umum, 2(2), 43–51. https://doi.org/10.59966/pandu.v2i2.856
Schober, P., & Schwarte, L. A. (2018). Correlation coefficients: Appropriate use and interpretation. Anesthesia and Analgesia, 126(5), 1763–1768. https://doi.org/10.1213/ANE.0000000000002864
Sengul, O. (2019). Linking scientific literacy, scientific argumentation, and democratic citizenship. Universal Journal of Educational Research, 7(4), 1090–1098. https://doi.org/10.13189/ujer.2019.070421
Setiawan, A. E., Aras, I., Andika, T. H., & Hendrawan Putri, A. I. (2023). Human Anatomi Recognition Using Augmented Reality With Marker Based Method Tracking. Jurnal Sisfokom (Sistem Informasi Dan Komputer), 12(1), 83–89. https://doi.org/10.32736/sisfokom.v12i1.1638
Shardlow, M., Batista-Navarro, R., Thompson, P., Nawaz, R., McNaught, J., & Ananiadou, S. (2018). Identification of research hypotheses and new knowledge from scientific literature. BMC Medical Informatics and Decision Making, 18(1), 1–13. https://doi.org/10.1186/s12911-018-0639-1
Sharon, A. J., & Baram-Tsabari, A. (2020). Can science literacy help individuals identify misinformation in everyday life? Science Education, 104(5), 873–894. https://doi.org/10.1002/sce.21581
Shofiana, F. (2022). Analisis Tingkat Kompetensi Literasi Sains Mahasiswa Tadris Biologi (Vol. 3, Issue 1).
Smith, K. N., Lamb, K. N., & Henson, R. K. (2020). Making Meaning out of MANOVA: The Need for Multivariate Post Hoc Testing in Gifted Education Research. Gifted Child Quarterly, 64(1), 41–55. https://doi.org/10.1177/0016986219890352
Sofianti, E. D., Hayati, M. N., & Widiyanto, B. (2024). Korelasi Kemampuan Berpikir Kritis dengan Etika Lingkungan Hidup Peserta Didik pada Topik Pencemaran Lingkungan. PSEJ (Pancasakti Science Education Journal), 9(2), 133–141. https://doi.org/10.24905/psej.v9i2.225
Sorte, P. B., & Kim, N. J. (2023). Integrating augmented reality and problem-based learning into English language teaching through instructional design. In Revista Tempos e Espaços em Educação (Vol. 16, Issue 35). https://doi.org/10.20952/revtee.v16i35.19073
Sugiyono. (2020). Metode Penelitian Kuantitatif KualitatiF Dan R&D. Alfabeta. Sukowati, S., Miruki, W., Ayu, N., Pertiwi, S., & Putra, I. A. (2025). Problem-Based Learning Guidelines for Optimizing Science Process Skills. 5(2), 3–6.
Sumarhadi, A., & Supahar, S. (2025). Development of a Science E-Module Based on Problem Based Learning Using Moodle to Improve Students’ Science Literacy and Critical Thinking Abilities. Journal of World Science, 4(8), 1075–1086. https://doi.org/10.58344/jws.v4i8.1481
Supahar, & Widodo, E. (2021). The Effect of Virtual Laboratory Application of Problem-Based Learning Model to Improve Science Literacy and Problem-Solving Skills. Proceedings of the 7th International Conference on Research, Implementation, and Education of Mathematics and Sciences (ICRIEMS 2020), 528(Icriems 2020), 633–640. https://doi.org/10.2991/assehr.k.210305.092
Supardi. (2020). Landasan Pengembangan Bahan Ajar.
Sutrisno, & Wulandari, D. (2018). Multivariate Analysis of Variance ( MANOVA) untuk Memperkaya Hasil Penelitian Pendidikan. Aksioma, 9(1), 37–53. https://doi.org/https://doi.org/10.26877/aks.v9i1.2472
Sweller, J. (1988). Cognitive Load During Problem Solving: Effects on Learning - Sweller - 2010 - Cognitive Science - Wiley Online Library. Cognitive Science, 12, 257–285. https://doi.org/10.1016/0364-0213(88)90023-7
Syawaludin, A., Gunarhadi, & Rintayati, P. (2019). Development of augmented reality-based interactive multimedia to improve critical thinking skills in science learning. International Journal of Instruction, 12(4), 331–344. https://doi.org/10.29333/iji.2019.12421a
Tabachnick, B. G., & Fidell, L. S. (2013). Using Multivariate Statistics. In Pearson (6th ed.). Pearson. https://doi.org/10.1037/022267
Taber, K. S. (2018). The Use of Cronbach’s Alpha When Developing and Reporting Research Instruments in Science Education. Research in Science Education, 48(6), 1273–1296. https://doi.org/10.1007/s11165-016-9602-2
Taqwa, M. R. A., Hariyono, S. A., & Sulur. (2023). Pengembangan Lembar Kerja Mahasiswa (LKM) dengan Pendekatan Multi-Representasi untuk Meningkatkan Pemahaman Konsep Mahasiswa Calon Guru Fisika dalam Operasi Vektor. Edu Research, 4(3), 11–30. https://doi.org/10.47827/jer.v4i3.98
Tawfik, A., & Gatewood, J. (2022). Decision Making and Problem-Solving: Implications for Learning Design. The Journal of Applied Instructional Design, 7–22. https://doi.org/10.59668/377.8032
Thorndahl, K. L., & Stentoft, D. (2020). Thinking critically about critical thinking and prob-lem-based learning in higher education: A scoping review. In Interdisciplinary Journal of Problem-based Learning (Vol. 14, Issue 1, pp.1–21). https://doi.org/10.14434/ijpbl.v14i1.28773
Toharudin, U., Damaianti, F., Yayu, I., Hizqiyah, N., Setia, I., Education, B., & Pasundan, U. (2023). Developing Students’ Scientific Literacy through Wikipedia Digital Library. Emerging Technologies in Learning, 18(24), 211–219. https://doi.org/9. https://doi.org/10.3991/ijet.v18i24.45605
Turkan, Y., Radkowski, R., Karabulut-Ilgu, A., Behzadan, A. H., & Chen, A. (2017). Mobile augmented reality for teaching structural analysis. Advanced Engineering Informatics, 34(September), 90–100. https://doi.org/10.1016/j.aei.2017.09.005
Veenman, M. V. J. (2016). Learning to self-monitor and self-regulate. In Handbook of research on learning and instruction (pp. 249–273).
Routledge. Wahyu, Y., Supardi, K., Mulu, M., & Narut, Y. F. (2021). The Effect of Problem-Based Approach Assisted with Mobile Augmented Reality toward Students’ Science Process Skills And Achievement. Prisma Sains : Jurnal Pengkajian Ilmu Dan Pembelajaran Matematika Dan IPA IKIP Mataram, 9(2), 420. https://doi.org/10.33394/j-ps.v9i2.4342
Wahyuningtyas, I. N., & Agustini, R. (2024). Development of e-Worksheet Guided Inquiry-Oriented to Train Students’ Critical Thinking Skills on Buffer Solution Material. Jurnal Pijar Mipa, 19(4), 623–629. https://doi.org/10.29303/jpm.v19i4.7068
Wang, K. D., Burkholder, E., Wieman, C., Salehi, S., & Haber, N. (2023). Examining the potential and pitfalls of ChatGPT in science and engineering problem-solving. Frontiers in Education, 8(1981). https://doi.org/10.3389/feduc.2023.1330486
Wardah, S. N., & Dewi, R. F. (2024). Pengembangan E Worksheet Pembelajaran Biologi Menggunakan Soal Hots Berbasis Edmodo Pada Materi Ekosistem Untuk Siswa Kelas X Mipa Di Man 1 Jember. ALVEOLI: Jurnal Pendidikan Biologi, 5(1), 49–63. https://doi.org/10.35719/alveoli.v5i1.69
Wardani, E. F., & Romadon, R. (2023). E-LKM Berbasis PBL (Problem Based Learning) dengan Muatan Potensi Lokal Flora Bangka Belitung Materi Bagian Tumbuhan dan Fungsinya. BIOEDUSAINS:Jurnal Pendidikan Biologi Dan Sains, 6(1), 208–220. https://doi.org/10.31539/bioedusains.v6i1.4719
Yoon, S., Anderson, E., Lin, J., & Elinich, K. (2017). How augmented reality enables conceptual understanding of challenging science content. Educational Technology and Society, 20(1), 156–168.
Yunitasari, L., & Pratama, A. T. (2024). Development of Integrated Problem-Based Electronic Student Worksheets Local Potential of TPST Piyungan on Environmental Change Material. 10(3), 1140–1149. https://doi.org/10.29303/jppipa.v10i3.6880
Yusuf, F. A. (2025). Investigating the impact of augmented reality-integrated project-based learning on university students’ creative innovation, computational thinking, and academic resilience. Journal of Pedagogical Research, 9(4), 241–258. https://doi.org/10.33902/JPR.202537068
Zaswita, H., & Kabatiah, M. (2024). E-Worksheets with Augmented Reality Technology in Laboratory Learning: Examining Their Effectiveness on Students’ Learning Performance. International Journal of Information and Education Technology, 14(11).
Zhang, J., & Pearlman, A. M. G. (2018). Expanding Access to International Education through Technology Enhanced Collaborative Online International Learning (COIL) Courses. International Journal of Technology in Teaching and Learning, 14(1), 1–11. https://doi.org/10.37120/ijttl.2018.14.1.01
Zhang, J., & Weldon, J. K. (2025). A pilot study on institutional conditions for interdisciplinary research at SLU. In Swedish University of Agricultural Sciences, SLU Future Food. https://doi.org/10.54612/a.3v4asm31s2
Zhu, T., Zhang, J.-T., & Cheng, M.-Y. (2022). One-way MANOVA for functional data via Lawley-Hotelling trace test. Journal of Multivariate Analysis, 51(1), 2022. https://doi.org/10.1016/j.jmva.2022.105095.
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