Development of AR-assisted socio-scientific issue e-modules on the circulatory system to enhance students’ health literacy and critical thinking
Abstract
Despite the emphasis on integrating critical reasoning and health literacy in 21st-century biology education, current learning practices remain teacher-centered, dominated by low-order assessments, and unsupported by contextual, technology-enhanced materials, creating a gap between curricular expectations and students’ actual competencies. This study developed an Augmented Reality (AR)-based e-module with Socio-Scientific Issues (SSI) approach on the circulatory system to enhance health literacy and critical reasoning skills of grade XI students. The urgency arose from findings at SMA Negeri 1 Depok showing teacher-centered biology learning, low health literacy, LOTS-dominated evaluation, and conventional e-modules lacking SSI and AR integration. Using the ADDIE model, the e-module was validated by two experts and a biology teacher, then tested through quasi-experimental non-equivalent control group design with 72 students (36 experimental, 36 control) at SMAN 1 Depok Sleman. Data were analyzed using descriptive statistics and Mann-Whitney test. Results showed the AR-based SSI e-module: (1) integrated SSI features with AR video animation technology, (2) met acceptable validity from expert judgment, (3) was practical for teaching circulatory system, and (4) effectively improved health literacy (N-Gain 0.41) and critical reasoning (N-Gain 0.70) with significant differences between groups (p < 0.05). This study transformed biology learning from teacher-centered to student-centered while optimizing productive gadget use to shape critical-thinking Pancasila Student Profiles, opening opportunities for content expansion, advanced AR technologies integration, and sustainable 21st-century biology learning innovation.
Abstrak. Meskipun pendidikan biologi abad ke-21 menekankan integrasi penalaran kritis dan literasi kesehatan, praktik pembelajaran yang berlangsung masih berpusat pada guru, didominasi oleh asesmen berpikir tingkat rendah, serta belum didukung oleh bahan ajar kontekstual berbasis teknologi, sehingga menimbulkan kesenjangan antara tuntutan kurikulum dan kompetensi aktual siswa. Penelitian ini mengembangkan modul e-learning berbasis Augmented Reality (AR) dengan pendekatan Isu Sosial-Ilmiah (SSI) tentang sistem peredaran darah untuk meningkatkan literasi kesehatan dan keterampilan berpikir kritis siswa kelas XI. Kebutuhan mendesak ini muncul dari temuan di SMA Negeri 1 Depok yang menunjukkan pembelajaran biologi yang berpusat pada guru, literasi kesehatan yang rendah, evaluasi yang didominasi oleh LOTS, serta modul e-learning konvensional yang tidak mengintegrasikan SSI dan AR. Menggunakan model ADDIE, e-module ini divalidasi oleh dua ahli dan seorang guru biologi, kemudian diuji melalui desain quasi-eksperimental dengan kelompok kontrol non-ekuivalen melibatkan 72 siswa (36 eksperimental, 36 kontrol) di SMAN 1 Depok Sleman. Data dianalisis menggunakan statistik deskriptif dan uji Mann-Whitney. Hasil menunjukkan bahwa e-modul SSI berbasis AR: (1) mengintegrasikan fitur SSI dengan teknologi animasi video AR, (2) memenuhi validitas yang dapat diterima berdasarkan penilaian ahli, (3) praktis untuk pengajaran sistem peredaran darah, dan (4) secara efektif meningkatkan literasi kesehatan (N-Gain 0,41) dan penalaran kritis (N-Gain 0,70) dengan perbedaan yang signifikan antara kelompok (p < 0,05). Studi ini mengubah pembelajaran biologi dari berpusat pada guru menjadi berpusat pada siswa sambil mengoptimalkan penggunaan gadget yang produktif untuk membentuk profil siswa Pancasila yang kritis, membuka peluang untuk perluasan konten, integrasi teknologi AR canggih, dan inovasi pembelajaran biologi abad ke-21 yang berkelanjutan.
Keywords
Full Text:
PDFReferences
Anisa, A. R., Ipungkarti, A. A., & Saffanah, K. N. (2021). Pengaruh kurangnya literasi serta kemampuan dalam berpikir. In Current research in education: conference series journal (Vol. 1, No. 1, pp. 1-12). Retrieved from https://ejournal.upi.edu/index.php/crecs/article/view/32685
Aqil, D. I. (2017). Literasi sains sebagai konsep pembelajaran buku ajar biologi di sekolah. Wacana Didaktika, 5(2), 160-171. DOI: https://doi.org/10.31102/wacanadidaktika.5.02.160-171
Aripin, I., & Yulianti, D. (2018). Potensi keunggulan lokal Kabupaten Majalengka dan pemanfaatannya pada pembelajaran biologi. Bio Educatio, 3(1), 43–52. DOI: https://doi.org/10.31949/be.v3i1.864
Arizen, A., & Suhartini, S. (2020). Pengembangan LKPD mobile learning berbasis android dengan socio-scientific-issues untuk meningkatkan minat belajar dan literasi sains peserta didik pada materi perubahan lingkungan kelas X SMA. (Master's thesis, Universitas Negeri Yogyakarta, Yogyakarta). Retrieved from https://eprints.uny.ac.id/70633/
Azrai, E. P., Rini, D. S., Kurnianto, M. B., & Ampang, J. (2023). AR SINAPS: Augmented reality learning media to enhance critical thinking ability. International Journal of Education, 16(2), 109–122. DOI: https://doi.org/10.17509/ije.v16i2.50329
Balqis, Y., & Raksun, A. (2024). Implementasi media video animasi untuk meningkatkan pemahaman peserta didik kelas X SMAN 1 Suela Lombok Timur pada konsep replikasi virus. Jurnal Ilmiah Profesi Pendidikan, 9(4), 2575–2581. DOI: https://doi.org/10.29303/jipp.v9i4.2845
Basit, M., & Suhartini, S. (2023). Module discovery learning biodiversity material based on gunungkidul beach to increasing interest and independence in learning of high school students. Jurnal Penelitian Pendidikan IPA, 9(12), 12116–12129. DOI: https://doi.org/10.29303/jppipa.v9i12.5159
Batubara, S. O., Wang, H., & Chou, F. (2020). Literasi kesehatan: Konsep analisis. Jurnal Keperawatan Muhammadiyah, 5(2), 88–98. DOI: https://doi.org/10.30651/jkm.v5i2.5683
Branch, R. M. (2009). Instructional design: The ADDIE approach. Springer Science, Business Media, LLC. DOI: https://doi.org/10.1007/978-0-387-09506-6
Bruselius-Jensen, M., Bonde, A. H., & Christensen, J. H. (2017). Promoting health literacy in the classroom. Health Education Journal, 76(2), 156–168. DOI: https://doi.org/10.1177/0017896916653429
Cheng, K. H., & Tsai, C. C. (2019). Affordances of augmented reality in science learning: Suggestions for future research. Journal of Science Education and Technology, 28(6), 657–669. DOI: https://doi.org/10.1007/s10956-012-9405-9
Cornett, S. (2009). Assessing and addressing health literacy. OJIN: The Online Journal of Issues in Nursing, 14(3), 1-16. https://doi.org/10.3912/OJIN.Vol14No03Man02
Creswell, J. W., & Creswell, J. D. (2018). Research design: qualitative, quantitative, and mixed methods approaches (5th ed.). Sage publications.
Facione, P. A. (1992). Critical thinking: What it is and why it counts. Insight Assessment. Retrieved from http://www.integratingengineering.org/critical_learning/criticalthinking_122904.pdf
Faradila, A., Prafitasari, A. N., & Farida, A. (2024). Peningkatan literasi kesehatan melalui pembelajaran berbasis masalah dengan teknik literasi berpasangan di kelas XI MIPA 2 SMA Negeri Ambulu. Jurnal Biologi, 1(4), 1–10. DOI: https://doi.org/10.47134/biology.v1i4.1995
Gallucci, G., Tartarone, A., Lerose, R., Lalinga, A. V., & Capobianco, A. M. (2020). Cardiovascular risk of smoking and benefits of smoking cessation. Journal of Thoracic Disease, 12(7), 3866–3876. DOI: https://doi.org/10.21037/jtd.2020.02.47
Gazmararian, J. A., Curran, J. W., Parker, R. M., Bernhardt, J. M., & De Buono, B. A. (2005). Public health literacy in America: An ethical imperative. American Journal of Preventive Medicine, 28(3), 317–322. DOI: https://doi.org/10.1016/j.amepre.2004.11.004
Hake, R. (1999). Analyzing change/gain scores. American Education Research Association’s Devision. Measurement and Reasearch Methodology. Retrieved from https://scispace.com/pdf/analyzing-change-gain-scores-2flqldd4zo.pdf
Isnaini, A. N., & Rahayu, T. (2023). Pengaruh pembelajaran biologi berbasis Socio Scientific Issues (SSI) terhadap literasi kesehatan siswa. Jurnal Edukasi Biologi, 9(2), 112-127. DOI: https://doi.org/10.21831/edubio.v9i2.19233
Keates, A. K., Mocumbi, A. O., Ntsekhe, M., Sliwa, K., & Stewart, S. (2017). Cardiovascular disease in Africa: Epidemiological profile and challenges. Nature Reviews. Cardiology, 14(5), 273–293. DOI: https://doi.org/10.1038/nrcardio.2017.19
Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi. (2022). Perubahan atas Keputusan Menteri Pendidikan, Kebudayaan, Riset, dan Teknologi Nomor 56/M/2022 tentang Pedoman Penerapan Kurikulum dalam rangka Pemulihan Pembelajaran (Kepmendikbudristek No. 262/M/2022).
Khoiriyah, S. (2018, July). Analisis kemampuan berfikir kritis matematika pada siswa tunarungu di sekolah luar biasa (SLB) Negeri Pringsewu. In Prosiding Seminar Nasional Matematika dan Pendidikan Matematika (Vol. 1, No. 2, pp. 375-378). Retrieved from https://ejournal.radenintan.ac.id/index.php/pspm/article/view/2439
Laksono, R. K. S., & Wibowo, Y. (2022). Pengembangan bahan ajar berbasis socio scientific issues untuk meningkatkan higher order thinking skill. Jurnal Pendidikan Sains Indonesia, 10(4), 752–765. DOI: https://doi.org/10.24815/jpsi.v10i4.25719
Lamanauskas, V., & Augiene, D. (2019). Identifying primary school teachers’ health literacy. Journal of Turkish Science Education, 16(4), 451–466. Retrieved from https://www.tused.org/index.php/tused/article/view/754
Lee, S.Y. D., Tsai, T.I., Tsai, Y.W., & Kuo, K. N. (2010). Health literacy, health status, and healthcare utilization of taiwanese adults: Results from a national survey. BMC Public Health, 10(1), 614. DOI: https://doi.org/10.1186/1471-245810-614
Lilihata, S., Rutumalessy, S., Burnama, N., Palopo, S. I., & Onaola, A. (2024). Penguatan profil pelajar Pancasila dimensi kreatif dan bernalar kritis pada era digital. Didaxei, 4(1), 511-523. Retrieved from https://e-journal.iaknambon.ac.id/index.php/DX/id/article/view/756
Magnani, J. W., Mujahid, M. S., Aronow, H. D., Cené, C. W., Dickson, V. V., Havranek, E., & Willey, J. Z. (2018). Health literacy and cardiovascular disease: fundamental relevance to primary and secondary prevention: a scientific statement from the american heart association. Circulation, 138(2), e48–e74. DOI: https://doi.org/10.1161/CIR.0000000000000579
Manunal, A. A. (2024). Pengembangan modul elektronik berbasis socio scientific issues topik perubahan lingkungan untuk meningkatkan dimensi bernalar kritis dan literasi lingkungan peserta didik fase E SMA/MA. (Unpublished Master's Thesis, Universitas Negeri Yogyakarta, Yogyakarta).
Masing, F. A., & Aminatun, T. (2022). Developing an SSI-based learning model of android module to improve critical thingking skills of students. Jurnal Pembelajaran dan Biologi Nukleus, 8(3), 673–685. DOI: https://doi.org/10.36987/jpbn.v8i3.3226
Mawardi, M. (2018). Merancang model dan media pembelajaran. Scholaria: Jurnal Pendidikan dan Kebudayaan, 8(1), 26–40. DOI: https://doi.org/10.24246/j.js.2018.v8.i1.p26-40
Mayasari, T., & Paidi, P. (2022). Analisis kemampuan literasi sains siswa kelas XI SMA Negeri di Kota Yogyakarta mata pelajaran biologi ditinjau dari kefavoritan sekolah. Jurnal Edukasi Biologi, 8(2), 86–97. DOI: https://doi.org/10.21831/edubio.v8i2.18212
Nursyada, A. P., Fadilah, S. N., Auranazwa, K., Wangi, R. R. P. L., Hidayat, N. P., Ramadhani, N., & Usman, U. (2025). Kurikulum berbasis sosio-saintifik dalam pembelajaran biologi. Innovative: Journal of Social Science Research, 5(3), 6303–6321. DOI: https://doi.org/10.31004/innovative.v5i3.19734
Nutbeam, D. (2000). Health literacy as a public health goal: A challenge for contemporary health education and communication strategies into the 21st century. Health Promotion International, 15(3), 259–267. DOI: https://doi.org/10.1093/heapro/15.3.259
Pachler, N., Bachmair, B., & Cook, J. (2014). Mobile learning: Structures, agency, practices mobile learning. Springer. DOI: https://doi.org/10.1007/978-1-4419-0585-7
Pallant, J. (2020). SPSS survival manual: A step by step guide to data analysis using IBM SPSS. Routledge. DOI: https://doi.org/10.4324/9781003117452
Prasetyo, N.H., & Firmansyah, D. (2022). Analisis kemampuan berpikir kritis matematis siswa kelas VIII dalam soal higher order thinking skill. Jurnal Educatio FKIP UNMA, 8(1), 271–279. DOI: https://doi.org/10.31949/educatio.v8i1.1958
Puspita, I. G. (2022). Pengembangan web pembelajaran biologi berbasis socio-scientific issues (SSI) topik sistem pencernaan untuk mengembangkan literasi kesehatan siswa SMA. Jurnal Pendidikan Biologi, 9(1), 24-32. Retrieved from https://ejournal.undiksha.ac.id/index.php/JJPB/article/view/38988
Ramadhani, S. R. P., Masitah, M., Herliani, H., & Rambitan, V. M. M. (2025). Pengaruh implementasi pembelajaran berbasis AR model pembelajaran pjbl terhadap keterampilan bertanya dan berpikir kritis siswa materi sistem reproduksi kelas XI SMA Negeri 14 Samarinda. Biocaster: Jurnal Kajian Biologi, 5(3), 263–279. DOI: https://doi.org/10.36312/biocaster.v5i3.485
Reiser, R. A., Alison, A., & Carr-Chellman, J. V. D. (2024). Trends and issues in instructional design and technology. (5th Edition). Routledge. DOI: https://doi.org/10.4324/9781003502302
Rifa’i, R. M., & Subiantoro, A. W. (2022). Kelayakan web pembelajaran biologi berbasis socio-scientific issues topik sistem pernapasan untuk pengembangan literasi kesehatan siswa. Didaktika Biologi: Jurnal Penelitian Pendidikan Biologi, 6(1), 31-41. DOI: https://doi.org/10.32502/dikbio.v6i1.3690
Rohmawati, E., Widodo, W., & Agustini, R. (2018). Membangun kemampuan literasi sains siswa melalui pembelajaran berkonteks socio-scientific issues berbantuan media weblog. Jurnal Penelitian Pendidikan IPA, 3(1), 8-14. DOI: https://doi.org/10.31004/innovative.v5i3.19734
Roiefah, A. L., Pertiwi, K. D., & Siswanto, Y. (2021). Hubungan tingkat literasi kesehatan dengan perilaku pencegahan PTM pada remaja di Kabupaten Semarang. Pro Health Jurnal Ilmiah Kesehatan, 3(2), 167–178. DOI: https://doi.org/10.35473/proheallth.v3i2.1258
Rosalino, S., Julia, J., & Gusrayani, D. (2024). Analisis perkembangan keterampilan 4C siswa melalui implementasi projek penguatan Profil Pelajar Pancasila tema rekayasa teknologi di sekolah dasar. Al-Madrasah: Jurnal Ilmiah Pendidikan Madrasah Ibtidaiyah, 8(4), 1870–1892. DOI: http://dx.doi.org/10.35931/am.v8i4.4107
Sa'diah, S. D., Ruhiat, Y., & Sholih, S. (2022). Pengembangan e-modul interaktif berbasis augmented reality untuk siswa sekolah dasar. VOX EDUKASI: Jurnal Ilmiah Ilmu Pendidikan, 13(1), 21-29. DOI: http://dx.doi.org/10.31932/ve.v13i1.1489
Sadler, T. D., Romine, W. L., & Topçu, M. S. (2016). Learning science content through socio-scientific issues-based instruction: a multi-level assessment study. International Journal of Science Education, 38(10), 1622–1635. DOI: https://doi.org/10.1080/09500693.2016.1204481
Saputra, R. S., & Octavia, B. (2024). E-module assisted by augmented reality with a discovery learning model on virus material to increase scientific literacy and learning independence for class X high school students. Jurnal Penelitian Pendidikan IPA, 10(11), 8507–8518. DOI: https://doi.org/10.29303/jppipa.v10i11.8795
Sari, A. K., & Trisnawati, W. (2019). Integrasi keterampilan abad 21 dalam modul sociolinguistics: Keterampilan 4C (collaboration, communication, critical thinking, dan creativity). Jurnal Muara Pendidikan, 4(2), 455–466. DOI: https://doi.org/10.52060/mp.v4i2.179
Sari, I. K., Meilinda, M., & Anwar, Y. (2022). Profil bahan ajar biologi SMA kelas X dari perspektif literasi sains. Jurnal Edukasi Biologi, 8(2), 80–85. DOI: https://doi.org/10.21831/edubio.v8i2.16935
Septiningrum, D., Khasanah, N., & Khoiri, N. (2021). Pengembangan bahan ajar biologi materi virus berbasis socioscientific issues (SSI) untuk meningkatkan kemampuan berpikir kritis siswa. Phenomenon: Jurnal Pendidikan MIPA, 11(1), 87–104. DOI: https://doi.org/10.21580/phen.2021.11.1.4973
Sirmayeni, S. (2023, October). Analisis kemampuan berfikir kritis peserta didik dengan e-LKPD berbasis socioscientific issues (SSI) pada pembelajaran kimia. In Prosiding Nasional Pendidikan: LPPM IKIP PGRI Bojonegoro, (Vol. 5, No. 1, pp. 174–183). Retrieved from https://prosiding.ikippgribojonegoro.ac.id/index.php/Prosiding/article/view/2138
Sitanggang, S. R. K., Octavia, B., & Pratama, A. T. (2024). Development of socioscientific-issue-based electronic modules on virus material to increase interest and argumentation skills. Jurnal Penelitian Pendidikan IPA, 10(10), 8158–8165. DOI: https://doi.org/10.29303/jppipa.v10i10.8597
Sørensen, K., Van den Broucke, S., Fullam, J., Doyle, G., Pelikan, J., Slonska, Z., Brand, H., & (HLS-E. C. H. L. P. E. (2012). Health literacy and public health: A systematic review and integration of definitions and models. BMC Public Health, 12, 80. DOI: https://doi.org/10.1186/1471-2458-12-80
Subandi, A., Noerjoedianto. D., Hartini, I., & D. T. K. (2024). The effect of augmented reality-based first aid health education on youth red cross at Titian Teras State Senior High School in Jambi City. International Journal of Public Health, 1(3), 173-182. DOI: https://doi.org/10.62951/ijph.v1i3.94
Subiantoro, A. W. (2017, October). Pembelajaran biologi berbasis socio-scientific issues (SSI) untuk mengasah keterampilan berpikir tingkat tinggi. In Prosiding Seminar Nasional Pendidikan Biologi IAIN Syekh Nurjati (pp. 1-11). Retrieved from https://www.researchgate.net/profile/Agung-Subiantoro/publication/323218921
Sung, H., Kim, M., Park, J., Shin, N., & Han, Y. (2024). Effectiveness of virtual reality in healthcare education: Systematic review and meta-analysis. Sustainability, 16(19), 8520. DOI: DOI: https://doi.org/10.3390/su16198520
Susilawati, S., Ristanto, S., & Khoiri, N. (2015). Pembelajaran real laboratory dan tugas mandiri fisika pada siswa smk sesuai dengan keterampilan abad 21. Jurnal Pendidikan Fisika Indonesia, 11(1), 73–83. DOI: https://doi.org/10.15294/jpfi.v11i1.4005
Welty, G. (2007). The 'design' phase of the ADDIE model. Journal of GXP Compliance, 11(4), 40-53. Retrieved from link.gale.com/apps/doc/A166995644/AONE?u=anon~be0c72a0&sid=googleScholar&xid=3d587903
Wijaya, E. Y., Sudjimat, D. A., Nyoto, A., & Malang, U. N. (2016, September). Transformasi pendidikan abad 21 sebagai tuntutan pengembangan sumber daya manusia di era global. In Prosiding Seminar Nasional Pendidikan Matematika (Vol. 1, No. 26, pp. 263-278). Retrieved from https://semnasdikmat.wordpress.com/wp-content/uploads/2016/07/263-278-transformasi-pendidikan-abad-21-sebagai-tuntutan-pengembangan-sumber-daya-manusia-di-era-global.pdf
Zeidler, D. L., Herman, B. C., & Sadler, T. D. (2019). New directions in socioscientific issues research. Disciplinary and Interdisciplinary Science Education Research, 1(1), 1–9. DOI: https://doi.org/10.1186/s43031-019-0008-7
DOI: http://dx.doi.org/10.20527/bino.v8i1.23915
Article Metrics
Abstract view : 423 timesPDF - 277 times
Refbacks
- There are currently no refbacks.
Copyright (c) 2026 BIO-INOVED : Jurnal Biologi-Inovasi Pendidikan

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Managed by: |
Journal License: |
.png)








.png)
















