The Effect of the POE Learning Model on Students' Cognitive Learning Outcome

Authors

  • Mila Anggita Noviyanti Universitas Musamus
  • Abraham Laurens Rettob Universitas Musamus
  • John Yoro Parlindungan Universitas Musamus
  • Lamtiar Ferawaty Siregar Universitas Musamus
  • Novike Bela Sumanik Universitas Musamus
  • Henie Poerwandar Asmaningrum Universiti Malaya

DOI:

https://doi.org/10.22437/teknopedagogi.v15i1.47925

Keywords:

Chemistry Education, Cognitive Outcomes, POE Learning Model, Redox Reactions, Higher Education

Abstract

This study investigates the effectiveness of the POE learning model in enhancing cognitive learning outcomes of chemistry education students, with particular emphasis on redox reaction concepts in the Basic Chemistry 2 course. The research is motivated by the persistent challenge that chemistry is perceived as abstract and calculation-intensive, which hinders students’ conceptual understanding and reduces academic achievement. Employing a pre-experimental one-group pre-test – post-test design, data were collected from 12 second-semester students at Musamus University. Validated essay-based instruments were used to measure learning outcomes, and data analysis included N-Gain testing, Shapiro–Wilk normality testing, and paired sample t-tests. Results revealed a significant improvement in students’ performance, with mean scores rising from 19.4 (pre-test) to 74.6 (post-test), an N-Gain score of 0.67 categorized as moderate, and a t-count of 9.360 exceeding the t-table value of 2.22. The novelty of this research lies in the contextual application of the POE model under pandemic-induced learning constraints, demonstrating that active learning strategies integrating prediction, observation, and explanation are effective even within limited instructional settings. The contribution of this study is twofold: theoretically, it reinforces constructivist approaches in chemistry education by providing empirical evidence of POE’s impact on cognitive outcomes; practically, it offers lecturers a viable pedagogical alternative to foster motivation, engagement, and deeper understanding of abstract chemical concepts. These findings underscore the potential of POE as a scalable instructional strategy to address learning challenges in higher education science contexts.

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References

Ahid, N., & Chamid, N. (2021). Implementation of Indonesian National Qualification Framework Based Curriculum in Higher Islamic Education. Jurnal Pendidikan Islam, 7(1), 109–122. https://doi.org/10.15575/jpi.v7i1.12425

Almulla, M. A. (2023). Constructivism learning theory: A paradigm for students’ critical thinking, creativity, and problem solving to affect academic performance in higher education. Cogent Education, 10(1). https://doi.org/10.1080/2331186X.2023.2172929

Amahoru, M., Unwakoly, S., & Manoppo, Y. (2023). Penggunaan Model Pembelajaran Predict Observe Explain (Poe) Dalam Meningkatan Hasil Belajar Peserta Didik. Atom : Jurnal Riset Mahasiswa, 1(1), 12–22. https://doi.org/10.30598/atom.1.1.12-22

Apsari, M. R. (2025). Improving Chemistry Learning Outcomes with Jigsaw for Biology Education Students. IJCER (International Journal of Chemistry Education Research), 9(1), 22–30.

Badeni, B., -, R. W. W., & -, F. A. Y. (2025). Future Skills of Indonesian Elementary Education Teacher. International Journal For Multidisciplinary Research, 7(3), 1–18. https://doi.org/10.36948/ijfmr.2025.v07i03.39415

Bartl, J., Kliegl, O., & Bäuml, K. H. T. (2025). The pretesting effect under divided attention. Psychological Research, 89(2), 1–14. https://doi.org/10.1007/s00426-025-02106-3

Bhuttah, T. M., Xusheng, Q., Abid, M. N., & Sharma, S. (2024). Enhancing student critical thinking and learning outcomes through innovative pedagogical approaches in higher education: the mediating role of inclusive leadership. Scientific Reports, 14(1), 1–13. https://doi.org/10.1038/s41598-024-75379-0

Brayadi, B., Supriadi, S., & Manora, H. (2022). Information Processing And Cognitive Theories Of Learning. In Ej (Vol. 4, Nomor 2, hal. 347–355). https://doi.org/10.37092/ej.v4i2.363

Budi, R. S., & Mardati, A. (2024). Enhancing 5th-Grade Student Learning Outcomes with the Predict-Observe-Explain Learning Model in Integrated Thematic Learning. In International Journal of Learning Reformation in Elementary Education (Vol. 3, Nomor 02, hal. 110–119). https://doi.org/10.56741/ijlree.v3i02.639

Dewi, I. S., & Rahmawati, M. D. (2024). Application of POE (Predict, Observe, Explain) Learning Model to Improve Understanding of Concepts. In Science Education and Application Journal (Vol. 6, Nomor 1, hal. 27–33). https://doi.org/10.30736/seaj.v6i1.1021

Fatihah, J. J., Sudirman, S., & Mellawaty, M. (2023). Improving geometric thinking skills through learning cycles assisted by interactive geometry books. International Journal of Mathematics and Sciences Education, 1(2), 81–85. https://doi.org/10.59965/ijmsed.v1i2.74

Fatmawati, A., Zubaidah, S., Mahanal, S., & Sutopo. (2019). Critical Thinking, Creative Thinking, and Learning Achievement: How They are Related. Journal of Physics: Conference Series, 1417(1). https://doi.org/10.1088/1742-6596/1417/1/012070

Fatwadi, A., Gummah, S., & Prasetya, D. S. B. (2019). Implementation of POE Learning Model with Worksheets Assistance to Improve Students’ Activities and Learning Outcomes. Lensa: Jurnal Kependidikan Fisika, 7(1), 10. https://doi.org/10.33394/j-lkf.v7i1.1907

Ferny M. Tumbel, Verawati I.Y Roring, Y. S. (2025). Application of the POE Learning Model to Improve Biology Learning Outcomes in Grade VII Students. Edu Cendikia: Jurnal Ilmiah Kependidikan, 5(01), 75–88.

Frankel, G. (2008). Electrochemical Techniques in Corrosion: Status, Limitations, and Needs. Journal of Astm International, 5(2), 1–27. https://doi.org/https://doi.org/10.1520/JAI101241.

Gustina, R., Hastuti, I. D., Nizaar, M., & Syaharuddin, S. (2023). Predict Observe Explain Learning Model : Implementation and Its Influence on Students’ Critical Thinking Ability and Learning Outcomes (A Meta-Analysis Study). Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran dan Pembelajaran, 9(2), 706. https://doi.org/10.33394/jk.v9i2.7388

Habsy, B. A., Nurjanah, I., Putri, S. A., & Naisyla, A. Z. (2024). Konsep Dasar Pendidikan: Menumbuhkan Pemahaman untuk Menciptakan Pembelajaran yang Berkualitas. Tsaqofah, 4(6), 4204–4227. https://doi.org/10.58578/tsaqofah.v4i6.4159

Hagerman, M., & Alcántara-García, J. (2023). Learning with a purpose: a metals chemistry course centered on objects conservation. Chemistry Teacher International, 5(3), 291–297. https://doi.org/10.1515/CTI-2023-0010

Harta, J., Listyarini, R. V., Pamenang, F. D. N., Wijayanti, L. W., & Lee, W. (2020). Developing Small Scale Chemistry Practicum Module to Identify Students’ Ability in Predict-Observe- Explain (POE) Implementation. JKPK (Jurnal Kimia dan Pendidikan Kimia), 5(1), 91. https://doi.org/10.20961/jkpk.v5i1.38537

Ilma, S., Al-Muhdhar, M. H. I., Rohman, F., & Sari, M. S. (2022). Promoting students’ metacognitive awareness and cognitive learning outcomes in science education. International Journal of Evaluation and Research in Education, 11(1), 20–30. https://doi.org/10.11591/ijere.v11i1.22083

Insani, P. I. H., Irwan, N., & Indah, M. L. (2017). The implementation of Indonesian National Qualification framework curriculum in higher education institution. Russian Journal of Agricultural and Socio-Economic Sciences, 8(68), 125–130.

Jiang, A., & Li, G. (2024). Enhancing cognitive abilities through the POE teaching strategy in a virtual learning environment. Cognitive Systems Research, 88(April), 101295. https://doi.org/10.1016/j.cogsys.2024.101295

Kahraman, S. (2023). The Use of Dynamic Computer Visualizations Integrated with the POE Sequence: Its Effect on Learners’ Understanding, Retention, and Motivation. In Canadian Journal of Science, Mathematics and Technology Education (Vol. 23, Nomor 2). Springer International Publishing. https://doi.org/10.1007/s42330-023-00284-z

Kardoyo, Nurkhin, A., Muhsin, & Pramusinto, H. (2020). Problem-based learning strategy: Its impact on students’ critical and creative thinking skills. European Journal of Educational Research, 9(3), 1141–1150. https://doi.org/10.12973/EU-JER.9.3.1141

Kleebbua, C., & Siriparp, T. (2016). Effects of Education and Attitude on Essential Learning Outcomes. Procedia - Social and Behavioral Sciences, 217, 941–949. https://doi.org/10.1016/j.sbspro.2016.02.061

Kranz, J., Baur, A., & Möller, A. (2023). Learners’ challenges in understanding and performing experiments: a systematic review of the literature. Studies in Science Education, 59(2), 321–367. https://doi.org/10.1080/03057267.2022.2138151

Kusdayanti, D. (2019). The Effect of Using POE-Based Worksheet on Student’s Learning Outcomes in Material of Impulses and Momentum Pengaruh Penggunaan LKPD Berbasis Predict Observe Expalain (POE) terhadap Hasil Belajar Peserta Didik Materi Impuls dan Momentum. Jurnal Ilmiah Pendidikan MIPA, 9(3), 219–228.

Lela, M., Amilda, A., & Jayanti, E. (2023). Efektivitas Penggunaan Modul Pembelajaran Kimia Berbasis POE Materi Larutan Elektrolit dan Non Elektrolit terhadap Hasil Belajar. Orbital: Jurnal Pendidikan Kimia, 7(1), 11–24. https://doi.org/10.19109/ojpk.v7i1.17202

Lubis, R. R., Fikri, M. I., C, S. M. F. R., Ulfa, S. M., & Muflihah, A. (2023). Indonesia’s National Qualifications Framework System in Higher Education: What is the Reality of Implementation? In Diniyyah Jurnal (Vol. 10, Nomor 2, hal. 78–89). https://doi.org/10.63061/gz2bp894

Nasution, S. H., Sugiarti, S., & Auliah, A. (2024). Pengaruh Strategi Pembelajaran Predict, Observe, and Explain (POE) dalam Model Discovery Learning terhadap Motivasi dan Hasil Belajar Peserta Didik Kelas XI MAN 1 Barru. Chemistry Education Review (CER), 7(2), 138. https://doi.org/10.26858/cer.v7i2.63005

Pan, S. C., & Carpenter, S. K. (2023). Prequestioning and Pretesting Effects: a Review of Empirical Research, Theoretical Perspectives, and Implications for Educational Practice. In Educational Psychology Review (Vol. 35, Nomor 4). Springer US. https://doi.org/10.1007/s10648-023-09814-5

Paramita, Ainun Amaliya, Farid Setiawan, Retno Palupi, & Rijal Khoirul Anam. (2021). Limited Face-To-Face Learning Management During the Covid-19 Pandemic. In Managere: Indonesian Journal of Educational Management (Vol. 3, Nomor 3, hal. 171–181). https://doi.org/10.52627/managere.v3i3.109

Setiyani, T. W., Churiyah, M., & Arief, M. (2019). Enhancing the Students’ Critical Thinking Ability and Learning Outcome Through Poe Learning Model. Jurnal Ad’ministrare, 6(1), 61. https://doi.org/10.26858/ja.v6i1.9700

Sharma, M., & Ankit, D. P. (2023). Importance of Education in This Challenging World. Smart Moves Journal Ijellh, 11(3), 9–19. https://doi.org/10.24113/ijellh.v11i3.11408

Spiel, C., Schwartzman, S., Busemeyer, M., Cloete, N., Drori, G., Lassnigg, L., Schober, B., Schweisfurth, M., Verma, S., Bakarat, B., Maassen, P., & Reich, R. (2018). The Contribution of Education to Social Progress*. In Rethinking Society for the 21 (Vol. 3, Nomor January). https://doi.org/10.1017/9781108399661.006

Sriatun, S., Sugiono, S., Kurniasih, N. B., & Hendrizal, H. (2024). The Essence of Education. Education Achievement: Journal of Science and Research, 5(2), 440–445. https://doi.org/10.51178/jsr.v5i2.1910

Vasile, C. (2022). New “education”: learning to cope without learning the abilities. Journal of Educational Sciences & Psychology, 12 (74)(2), 1–2. https://doi.org/10.51865/jesp.2022.2.01

Zheng, J., & Huang, S. (2025). Popularization Education and National Progress: Real Challenges and Future Outlook. International Theory and Practice in Humanities and Social Sciences., 1(1), 125–141. https://doi.org/https://doi.org/10.70693/itphss.v2i1.19.

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Published

2025-06-23

How to Cite

Noviyanti, M. A., Rettob, A. L., Parlindungan, J. Y., Siregar, L. F., Sumanik, N. B., & Asmaningrum, H. P. (2025). The Effect of the POE Learning Model on Students’ Cognitive Learning Outcome. Tekno - Pedagogi : Jurnal Teknologi Pendidikan, 15(1), 220–228. https://doi.org/10.22437/teknopedagogi.v15i1.47925