A study of the impact of SETS-based multimedia assessment on students’ metacognitive abilities

Authors

  • Nuril Hidayati Department of Biology Education, Universitas Nahdlatul Ulama Pasuruan, Pasuruan, Indonesia
  • Nur Lina Safitri Department of Biology Education, Universitas Nahdlatul Ulama Pasuruan, Pasuruan, Indonesia
  • Arga Triyandana Department of Biology Education, Universitas Nahdlatul Ulama Pasuruan, Pasuruan, Indonesia
  • Trio Ageng Prayitno Department of Biology Education, Universitas Insan Budi Utomo, Malang, Indonesia
  • Khoirun Nisa Mechanical Engineering, Universitas Insan Budi Utomo, Malang, Indonesia
  • Riyanto Riyanto Department of Biology Education, Universitas Insan Budi Utomo, Malang, Indonesia

DOI:

https://doi.org/10.33503/ebio.v10i01.1545

Keywords:

Assessment, metacognitive abilities, multimedia, SETS

Abstract

There are difficulties in accustoming students to hone their metacognitive abilities in learning human anatomy and physiology in the era of the 4.0 revolution due to the lack of availability of SETS-based multimedia assessments. The purpose of this study was to analyze the effect of SETS-based multimedia assessments on students' metacognitive abilities. The research method was a quasi-experimental with a nonequivalent control group design pretest-posttest. The research sample was 2 classes (the experimental class was called A and the control class was called B) with 17 students in the experimental class, and 24 students in the control class in the Biology Education Study Program of IKIP Budi Utomo, who were taking the human anatomy and physiology course. The research instrument was pretest and posttest questions on the SETS-based multimedia assessment as many as 15 multiple-choice questions containing indicators of metacognitive abilities. The research data were in the form of pretest and posttest scores from the experimental class and the control class. The research data analysis technique used the Anacova test via SPSS for Windows. The results showed that SETS-based multimedia assessments affected students' metacognitive abilities (sig < 0.05). The study concludes that SETS-based multimedia assessment affects students' metacognitive abilities in human anatomy and physiology courses. The results of this study are recommended as assessment development materials to be integrated into the higher education curriculum as an effort to empower students' metacognitive abilities.

References

Abraham, I., & Supriyati, Y. (2022). Desain kuasi eksperimen dalam pendidikan: Literatur review. Jurnal Ilmiah Mandala Education, 8(3), 2476–2482. https://doi.org/10.58258/jime.v8i3.3800

Andersen, S. A. W. (2015). Cross-platform digital assessment forms for evaluating surgical skills. Journal of Educational Evaluation for Health Professions, 12(13), 1–4. https://doi.org/10.3352/jeehp.2015.12.13

Anggraeni, Y., & Listiaji, P. (2024). An Application of problem-solving based student facilitating and explaining teaching model to improve students’ metacognitive ability. Jurnal Inovasi Pendidikan IPA, 10(1), 47–61. https://doi.org/10.21831/jipi.v10i1.65617

Anwari, I., Yamada, S., Unno, M., Saito, T., Suwarma, I. R., Mutakinati, L., & Kumano, Y. (2015). Implementation of authentic learning and assessment through STEM education approach to improve students’ metacognitive skills. K-12 STEM Education, 1(3), 123–136. https://doi.org/10.14456/k12stemed.2015.24

Arianto, F., & Hanif, M. (2024). Evaluating metacognitive strategies and self-regulated learning to predict primary school students’ self-efficacy and problem-solving skills in science learning. Journal of Pedagogical Research, 8(3), 301–319. https://doi.org/10.33902/JPR.202428575

Braad, E., Degens, N., Barendregt, W., & IJsselsteijn, W. (2022). Improving metacognition through self-explication in a digital self-regulated learning tool. Educational Technology Research and Development, 70(6), 2063–2090. https://doi.org/10.1007/s11423-022-10156-2

Collins, K. (2018). Metacognition and self-regulated learning: Guidance report. In The Sutton Trust-Education Endowment Foundation Teaching and Learning Toolkit. https://library.oapen.org/bitstream/handle/20.500.12657/24185/1/1005946.pdf

Firdaus, F. Z., Suryanti, S., & Azizah, U. (2020). Pengembangan multimedia interaktif berbasis pendekatan SETS untuk meningkatkan kemampuan berpikir kritis siswa sekolah dasar. Jurnal Basicedu, 4(3), 681–689. https://doi.org/10.31004/basicedu.v4i3.417

George, A., & Kappan, M. D. (2011). Metacognition through technology and teaching. I-Manager’s Journal on Educational Psychology, 4(3), 32–38. https://files.eric.ed.gov/fulltext/EJ1102277.pdf

Haka, N. B., Majid, E., & Pahrudin, A. (2021). Pengembangan e-modul android berbasis metakognisi sebagai media pembelajaran biologi kelas XII SMA/MA. Edu Sains Jurnal Pendidikan Sains & Matematika, 9(1), 71–83. https://doi.org/10.23971/eds.v9i1.2155

Hidayati, A., Bentri, A., Yeni, F., Zuwirna, & Eldarni. (2020). The development of instructional multimedia based on science, environment, technology, and society (SETS). Journal of Physics: Conference Series, 1594(1). https://doi.org/10.1088/1742-6596/1594/1/012016

Hidayati, N., & Irmawati, F. (2020). Developing of science environment technology and society based on multimedia in human anatomy physiology learning. JPBIO (Jurnal Pendidikan Biologi), 5(2), 223–233. https://doi.org/10.31932/jpbio.v5i2.877

Hidayati, N., & Irmawati, F. (2021). A survey on the SETS-based human anatomy and physiology course: Analysis of instruments for assessing critical thinking skills using multimedia. Proceeding Biology Education Conference, 17(1), 112–119. https://jurnal.uns.ac.id/prosbi/article/view/54048/32434

Hidayati, N., & Prayitno, T. A. (2023). SETS-PBL based biology learning: Development of multimedia digital quiz on the cardiovascular system. BIO-INOVED : Jurnal Biologi-Inovasi Pendidikan, 5(3), 366-373. https://doi.org/10.20527/bino.v5i3.17433

Hussin, A. A. (2018). Education 4.0 made simple: Ideas for teaching. International Journal of Education and Literacy Studies, 6(3), 92–98. https://doi.org/10.7575/aiac.ijels.v.6n.3p.92

Itaunada, & Rachmadiarti, F. (2023). Pengembangan e-lkpd berbasis SETS (science, environment, technology, and society) pada sub materi pencemaran lingkungan untuk melatihkan keterampilan literasi sains siswa. Berkala Ilmiah Pendidikan Biologi (BIOEDU), 12(3), 813–823. https://ejournal.unesa.ac.id/index.php/bioedu/article/view/55256

Koc, A., & Coral, M. N. U. (2024). Development and validation of the metacognitive awareness scale for learning with multimedia. International Journal of Technology in Education, 7(3), 513–534. https://doi.org/10.46328/ijte.740

Kustantia, E., Miarsyah, M., & Sigit, D. V. (2023). Enhancing student conceptual understanding and critical thinking through SETS-based digital modules on environmental changes. JPBI (Jurnal Pendidikan Biologi Indonesia), 9(3), 359–370. https://doi.org/10.22219/jpbi.v9i3.28418

Lukitasari, M., Hasan, R., & Murtafiah, W. (2019). Using critical analysis to develop metacognitive ability and critical thinking skills in biology. JPBI (Jurnal Pendidikan Biologi Indonesia), 5(1), 151–158. https://ejournal.umm.ac.id/index.php/jpbi/article/view/7262

Muniroh, J., Pratiwi, S., Ariswan, A., Jumadi, J., & Wilujeng, I. (2023). SETS-based electronic module innovation: Analysis of students responses on waves and sound materials. Jurnal Penelitian Pendidikan IPA, 9(8), 6701–6706. https://jppipa.unram.ac.id/index.php/jppipa/article/view/4131

Naimnule, L., & Corebima, A. D. (2018). The correlation between metacognitive skills and critical thinking skills toward students’ process skills in biology learning. Journal of Pedagogical Research, 2(2), 122–134. https://www.ijopr.com/article/the-correlation-between-metacognitive-skills-and-critical-thinking-skills-toward-students-process-6384

Nisak, M. K., Wartono, W., & Suwono, H. (2017). Pengaruh pembelajaran guided inquiry berbasis salingtemas terhadap keterampilan berpikir kritis siswa SMP berdasarkan kemampuan akademik. Jurnal Pendidikan: Teori, Penelitian, Dan Pengembangan, 2(1), 113–120. https://journal.um.ac.id/index.php/jptpp/article/view/8470

Pangestuti, A. A., & Prasmala, E. R. (2018). Pengembangan media pembelajaran digital daily assessment bagi mahasiswa program studi pendidikan biologi IKIP Budi Utomo Malang. Jurnal Pendidikan Biologi, 10(1), 17–27. https://journal2.um.ac.id/index.php/jpb/article/view/5492

Perdana, G. R., Antara, P. A., & Trisna, G. A. P. (2022). Media augmented reality untuk meningkatkan kemampuan metakognitif IPA siswa kelas V SD. Jurnal Media Dan Teknologi Pendidikan, 2(2), 52–60. https://doi.org/10.23887/jmt.v2i2.49724

Prayitno, T. A., & Hidayati, N. (2022). Development of web-based general biology content on the GEN-BIO platform. Edubiotik : Jurnal Pendidikan, Biologi Dan Terapan, 7(02), 21–35. https://www.researchgate.net/publication/364977428

Rahma, S. Z., Mulyani, S., & Masyikuri, M. (2017). Pengembangan modul berbasis SETS (science, environment, technology, society) terintegrasi nilai islam di SMAI Surabaya pada materi ikatan kimia. Jurnal Pendidikan (Teori Dan Praktik), 2(1), 70-76. https://doi.org/10.26740/jp.v2n1.p70-76

Ramadhanti, D., & Yanda, D. P. (2021). Students’ metacognitive awareness and its impact on writing skill. International Journal of Language Education, 5(3), 193–206. https://doi.org/10.26858/ijole.v5i3.18978

Ramdani, A., Syukur, A., Gunawan, G., Permatasari, I., & Yustiqvar, M. (2020). Increasing students’ metacognition awareness: learning studies using science teaching materials based on SETS integrated inquiry. International Journal of Advanced Science and Technology, 29(5), 6708–6721. https://www.researchgate.net/publication/341820948

Reyna, J., & Meier, P. (2018). Learner-generated digital media (lgmd) as an assessment tool in tertiary science education: A review of literature. IAFOR Journal of Education, 6(3), 93–109. https://doi.org/10.22492/ije.6.3.06

Rogti, M. (2024). The effect of mobile-based interactive multimedia on thinking engagement and cooperation. International Journal of Instruction, 17(1), 673–696. https://doi.org/10.29333/iji.2024.17135a

Safitri, N. L., & Hidayati, N. (2023). Urgensi penggunaan media pembelajaran dalam mempelajari materi biologi. CEJou, 4(2), 1-6. https://ejournal.unupasuruan.ac.id/index.php/cejou/article/view/482

Stanton, J. D., Sebesta, A. J., & Dunlosky, J. (2021). Fostering metacognition to support student learning and performance. CBE Life Sciences Education, 20(2), 1–7. https://doi.org/10.1187/cbe.20-12-0289

Zabidin, N. S., Belayutham, S., & Ibrahim, C. K. I. C. (2019). A bibliometric analysis of Industrial Revolution (IR) 4.0 in construction engineering education. MATEC Web of Conferences, 266(05006), 1–5. https://doi.org/10.1051/matecconf/201926605006

Downloads

Published

2025-07-03

How to Cite

[1]
Hidayati, N. et al. 2025. A study of the impact of SETS-based multimedia assessment on students’ metacognitive abilities . Edubiotik : Jurnal Pendidikan, Biologi dan Terapan. 10, 01 (Jul. 2025), 71–81. DOI:https://doi.org/10.33503/ebio.v10i01.1545.

Citation Check