Vol. 11 No. 8 (2025): August
Open Access
Peer Reviewed

Digital Literacy in Indonesian Biology Education (2020–2025): A Research Synthesis Over One Lustrun, Methodological Critique, and Strategic Roadmap

Authors

Nurul Magfirah , Anisa , Hilmi Hambali , Rahmatia Thahir , Nurdiyanti

DOI:

10.29303/jppipa.v11i8.12068

Published:

2025-08-25

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Abstract

This study systematically reviews Indonesian research on digital literacy in biology education published from 2020 to mid-2025. Using content analysis, 50 peer-reviewed articles from 17 nationally accredited biology education journals (SINTA-indexed) were examined. The findings reveal a sharp increase in publications in 2023 due to post-pandemic digital adaptation, followed by a moderate decline linked to national policy changes. Quantitative (46%) and research and development studies (42%) dominate, mainly employing static-group quasi-experimental designs. Participants are concentrated at the senior high school level (Grade 10), with underrepresentation of junior high school students, university students, and teachers. Thematically, most studies focus on biodiversity, while advanced topics like molecular biology remain underexplored. Methodologically, the use of questionnaires (70%) is prevalent, with limited adoption of interviews, observations, or test-based assessments. Descriptive statistics are primarily used, with minimal application of inferential methods such as t-tests or ANOVA. Methodological inconsistencies further hinder study replication. The study recommends diversifying research designs, expanding participant profiles, standardizing instructional terminology, and applying more rigorous analysis frameworks to support equitable and digitally adaptive biology education aligned with the Merdeka Curriculum and 21st-century competencies.

Keywords:

Biology education Digital literacy Systematic review

References

Akhyar, Y., Fitri, A., Zalisman, Z., Syarif, M. I., Niswah, N., Simbolon, P., S., A. P., Tryana, N., & Abidin, Z. (2021). Contribution of digital literacy to students’ science learning outcomes in online learning. International Journal of Elementary Education, 5(2), 284. https://doi.org/10.23887/ijee.v5i2.34423

Amin, A. M., Karmila, F., Laode, Z. A., Ermin, E., Akbar, A. Y., & Ahmed, M. A. (2023). The WE-ARe model’s potential to enhance digital literacy of preservice biology teachers. Jurnal Pendidikan Biologi Indonesia (JPBI), 9(1), 36–45. https://doi.org/10.22219/jpbi.v9i1.23061

Ananda, O. T., Mahanal, S., & Susanto, H. (2023). Students’ digital literacy: A descriptive study in biology learning at SMA. Bioscientist: Jurnal Ilmiah Biologi, 11(2), 1100–1110. https://doi.org/10.33394/bioscientist.v11i2.8815

Andrade, A., González, M., & Martín, S. (2020). Digital competences: Relationship between gender and generation of university professors. International Journal on Advanced Science, Engineering and Information Technology, 10(1), 205–211. https://doi.org/10.18517/ijaseit.10.1.10806

Arbuzova, E. N., Yaskina, O. A., Nazarov, S. V., Poleshchuk, P. V., & Fortus, A. V. (2023). Augmented reality technology as an immersive teaching tool in the middle school biology course. Proceedings, 172, 01041. https://doi.org/10.1051/shsconf/202317201041

Arjaya, I. B. A., Hermawan, I. M. S., Ekayanti, N. W., & Paraniti, A. A. I. (2023). Metacognitive contribution to biology pre-service teacher’s digital literacy and self-regulated learning during online learning. International Journal of Instruction, 16(1), 455–468. https://doi.org/10.29333/iji.2023.16125a

Aulia, S. (2020). Vocational higher accounting education in the digital era: Critical review of opportunities and challenges. https://doi.org/10.2991/assehr.k.200331.115

Ayranci, B., & Başkán, A. (2021). “Competence areas” as a new notion instead of teacher competencies. Education Quarterly Reviews, 4(2). https://doi.org/10.31014/aior.1993.04.02.221

Azzahro, F. Z., Norra, B. I., & Achmad, C. A. (2023). The relationship of digital literacy ability with students’ cognitive learning outcomes. Jurnal Bioeduin, 13(1), 28–35. https://doi.org/10.15575/bioeduin.v13i1.24364

Choudhary, H., & Bansal, N. (2022). Addressing digital divide through digital literacy training programs: A systematic literature review. Digital Education Review, 224–248. https://doi.org/10.1344/der.2022.41.224-248

Clemmons, A., Donovan, D., Theobald, E., & Crowe, A. (2022). Using the intended–enacted–experienced curriculum model to map the vision and change core competencies in undergraduate biology programs and courses. CBE—Life Sciences Education, 21(1). https://doi.org/10.1187/cbe.21-02-0054

Cruz, L. M. H. (2023). Digital literacy: A current view to understand its impact on education and learning. Revista de Tecnologías de la Información, 10, 1–18. https://doi.org/10.35429/jit.2023.29.10.1.18

Curran, V., Gustafson, D. L., Simmons, K., Lannon, H., Wang, C., Garmsiri, M., Fleet, L., & Wetsch, L. (2019). Adult learners’ perceptions of self-directed learning and digital technology usage in continuing professional education: An update for the digital age. Journal of Adult and Continuing Education, 25(1), 74–93. https://doi.org/10.1177/1477971419827318

Direktorat Jenderal Pendidikan Tinggi. (2020). Buku Panduan Merdeka Belajar–Kampus Merdeka. Kementerian Pendidikan dan Kebudayaan Republik Indonesia.

Dominggus, R., Kristin, S., Martha M, B., Since Y, K., Vera V, K., & CorneliLatu, P. (2021). Resource based learning design thinking (RBLDT): A model to Improve students’ creativez thinking skills, concept gaining, and digital literacy. Cypriot Journal of Educational Sciences, 16(1), 288–302. https://doi.org/10.18844/cjes.v16i1.5528

Donovan, D., Clemmons, A., & Crowe, A. (2022). A data-driven approach to analyze competency teaching in an undergraduate biology program: A case study. Journal of the Scholarship of Teaching and Learning, 22(4). https://doi.org/10.14434/josotl.v22i4.33192

Hafiza, N., Rahayu, H. M., & Kahar, A. P. (2022). The relationship between digital literacy and learning outcomes in biology learning for students. Jurnal Penelitian Pendidikan IPA, 8(1), 171–176. https://doi.org/10.29303/jppipa.v8i1.1067

Halim, U., Febrina, D., Agustina, A., Hidayat, N., & Ningsih, W. (2024). Digital inequality: E-learning outcomes among youth in Indonesia. Journal Transnational Universal Studies, 2(1), 8–18. https://doi.org/10.58631/jtus.v2i1.74

Helleve, I., Almås, A., & Bjørkelo, B. (2019). Becoming a professionally digital competent teacher. Professional Development in Education, 46(2), 324–336. https://doi.org/10.1080/19415257.2019.1585381

Johnson, W., & Lark, A. (2018). Evolution in action in the classroom: Engaging students in science practices to investigate and explain evolution by natural selection. The American Biology Teacher, 80(2), 92–99. https://doi.org/10.1525/abt.2018.80.2.92

Kailani, R., Susilana, R., & Rusman, R. (2021). Digital literacy curriculum in elementary school. Teknodika, 19(2), 90. https://doi.org/10.20961/teknodika.v19i2.51784

Muthaiyah, S., Phang, K., & Sembakutti, S. (2021). Bridging skill gaps and creating future-ready accounting and finance graduates: An exploratory study. F1000Research, 10, 892. https://doi.org/10.12688/f1000research.72880.1

Nawawi, N., & Sari, M. (2024). Kurikulum Merdeka: Optimization of personal abilities and digital literacy of prospective biology teachers through microteaching practices. Jurnal Ilmu Pendidikan (JIP), 15(2), 199–208. https://doi.org/10.37640/jip.v15i2.1888

Pasaribu, J., & Sari, N. F. (2024). Application of the Problem-Based Learning (PBL) model to increase students’ digital literacy based on TPACK in biology learning. Journal Title Unavailable, 5(1), 38–43. https://doi.org/10.36987/jmapen.v5i1.6015

Pepito, M. J. T., & Acledan, M. Y. (2022). Influence of digital literacy and self-directed learning in the online learning success of STEM college students. International Journal of Humanities Social Sciences and Education, 9(1), 88–100. https://doi.org/10.20431/2349-0381.0901007

Persson, H. I. (2023). Computational thinking: Visible in the classroom but invisible in the curriculum. Australasian Journal of Technology Education, 9. https://doi.org/10.15663/ajte.v9.i0.107

Puspitawati, R. P., Afnan, M. Z., Abrizal, H. P., & Anjani, G. A. D. K., & Adisatria, B. (2024). Artificial intelligence in biology education articles during recent years. IP2B VIII, 44–60. Retrieved from https://proceeding.unesa.ac.id/index.php/ip2b/article/view/2825

Rini, R., Mujiyati, M., Sukamto, I., & Hariri, H. (2022). The effect of self-directed learning on students’ digital literacy levels in online learning. International Journal of Instruction, 15(3), 329–344. https://doi.org/10.29333/iji.2022.15318a

Risamasu, P. E. G., Sogalrey, F. A. M., Tijow, M. A. & Sembiring, D. A. K. (2025). Peningkatan keterampilan pengarsipan digital siswa sekolah menengah kejuruan dan implikasinya terhadap kebijakan pendidikan kejuruan. Jurnal Anugerah: Jurnal Pengabdian kepada Masyarakat Bidang Keguruan dan Ilmu Pendidikan, 7(1). https://doi.org/10.31629/anugerah.v7i1.6867

Rusdi, R., Ristanto, R. H., Prabowo, G. O., & Sarwono, E. (2023). Self-regulated learning and digital literacy: Relationship with conceptual understanding of excretory system. Journal of Science Learning, 6(1), 1–10. https://doi.org/10.17509/jsl.v6i1.47269

Saleh, M., & Solihin, R. (2023). Cyberspace: Between character changes and digital literacy programs in elementary schools in the independent curriculum. Scaffolding: Jurnal Pendidikan Islam dan Multikulturalisme, 5(3), 972–985. https://doi.org/10.37680/scaffolding.v5i3.3979

Sánchez-Cruzado, C., Campión, R., & Compaña, M. (2021). Teacher digital literacy: The indisputable challenge after COVID-19. Sustainability, 13(4), 1858. https://doi.org/10.3390/su13041858

Satriya, R. N., & Sari, M. S. (2024). Development of virtual reality (VR) media on ecosystem and environmental materials using the Problem-Based Learning (PBL) model to improve digital literacy and critical thinking skills in biology education students. Bioedukasi: Jurnal Pendidikan Biologi, 22(2), 196–207. https://doi.org/10.19184/bioedu.v22i2.47087

Situmorang, R. P., & Suwono, H., Munzil., Susanto, H., Chang, C. Y., & Liu, S. Y. (2024). Learn biology using digital game-based learning: A systematic literature review. Journal Title Unavailable, 20(6), 2459. https://doi.org/10.29333/ejmste/14658

Sumatokhin, S., Petrova, O., Serovayskaya, D., & Chistiakov, F. (2020). Digitalization of school biological education: Problems and solutions. Proceedings, 79, 01016. https://doi.org/10.1051/shsconf/20207901016

Susetyarini, E., & Fauzi, A. (2020). Trends of critical thinking skills research in biology education journals across Indonesia: From research design to data analysis. Jurnal Pendidikan Biologi Indonesia (JPBI), 13(1), 535–550. Retrieved from https://www.researchgate.net/publication/338372672

UNESCO Institute for Statistics. (2023). Digital literacy. UNESCO UIS. Retrieved from https://uis.unesco.org

Ussarn, A., Pimdee, P., & Kantathanawat, T. (2022). Needs assessment to promote the digital literacy among students in Thai community colleges. International Journal of Evaluation and Research in Education (IJERE), 11(3), 1278. https://doi.org/10.11591/ijere.v11i3.23218

Yusuf, A. M., Hidayatullah, S., & Tauhidah, D. (2022). The relationship between digital and scientific literacy with biology cognitive learning outcomes of high school students. Assimilation: Indonesian Journal of Biology Education, 5(1), 9–18. https://doi.org/10.17509/aijbe.v5i1.43322

Zainal, H., Xin, X., Thumboo, J., & Fong, K. (2022). Medical school curriculum in the digital age: Perspectives of clinical educators and teachers. BMC Medical Education, 22(1). https://doi.org/10.1186/s12909-022-03454-z

Author Biographies

Nurul Magfirah, Muhammadiyah University of Makassar

Author Origin : Indonesia

Anisa, Muhammadiyah University of Makassar

Author Origin : Indonesia

Hilmi Hambali, Muhammadiyah University of Makassar

Author Origin : Indonesia

Rahmatia Thahir, Muhammadiyah University of Makassar

Author Origin : Indonesia

Nurdiyanti, Muhammadiyah University of Makassar

Author Origin : Indonesia

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How to Cite

Magfirah, N., Anisa, Hambali, H., Thahir, R., & Nurdiyanti. (2025). Digital Literacy in Indonesian Biology Education (2020–2025): A Research Synthesis Over One Lustrun, Methodological Critique, and Strategic Roadmap. Jurnal Penelitian Pendidikan IPA, 11(8), 12–23. https://doi.org/10.29303/jppipa.v11i8.12068