A Study of Students’ Science Experiences with Metacognitive Learning Strategies in Indonesian Elementary Schools
DOI:
https://doi.org/10.56741/ijlree.v4i01.876
Keywords:
Elementary School, Metacognitive Skills, Module, Science
Abstract
Students’ lack of learning awareness influences science learning loss in elementary schools due to poor metacognitive skills. Therefore, teachers need to facilitate the development of students’ metacognitive abilities, for example, by utilizing metacognition-based modules to provide an independent and engaging science education experience. The present study sought to develop a science module founded on metacognition principles, to facilitate autonomous and pleasurable learning for pupils in elementary school. We followed the research and development procedure to generate the module. A needs analysis was conducted to determine the demand for the metacognition-based module and identify student characteristics and learning challenges. The needs analysis data were collected via interviews and observation. The module was assessed by experts and tested for effectiveness through a one-group pretest-posttest experiment. The expert evaluation instrument and metacognition awareness inventory (MAI) were developed and validated. The expert validity score was determined using the Delphi technique. The qualitative data on expert judgment were analyzed descriptively, while the quantitative data on expert judgment were determined using the Aiken-V coefficient. Metacognition data were analyzed using the paired sample t-test. The expert validation score was high, indicating that the module was valid. The effectiveness test result using the t-test showed a significant difference in the study participants’ metacognitive skills before and after learning (sig = 0.000 or sig < 0.05). This study’s findings suggested that a metacognition-integrated module could facilitate the development of elementary school students’ metacognitive skills. Teachers as facilitators play a crucial role in providing instruction and assisting students in the classroom.
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A. Iskandar, Nofirman, E. Fatmawati, B. M. A. S. A. Bangkara, and A. Damayanto, “Understanding Learning Loss After 2 Years of Distance Learning Responding to School Closure Policy during Covid-19,” International Journal of Mechanical Engineering, vol. 7, no. 2, pp. 3647–3655, 2022.
N. Oudri and Romanti, “Krisis Dampak Learning Loss, Kemendikbudristek luncurkan Kurikulum Merdeka dan Platform Merdeka Mengajar,” ITJEN KEMENDIKBUDRISTEK. Accessed: Feb. 16, 2022. [Online]. Available: https://itjen.kemdikbud.go.id/webnew/2022/02/13/krisis-dampak-learning-loss-kemendikbudristek-luncurkan-kurikulum-merdeka-dan-platform-merdeka-mengajar/
D. C. McCoy et al., “Global estimates of the implications of COVID-19-related preprimary school closures for children’s instructional access, development, learning, and economic wellbeing,” Child Dev, vol. 92, no. 5, pp. e883–e899, Sep. 2021, doi: 10.1111/CDEV.13658. DOI: https://doi.org/10.1111/cdev.13658
P. Engzell, A. Frey, and M. D. Verhagen, “Learning loss due to school closures during the COVID-19 pandemic,” Proc Natl Acad Sci U S A, vol. 118, no. 17, p. e2022376118, Apr. 2021, doi: 10.1073/PNAS.2022376118/SUPPL_FILE/PNAS.2022376118.SAPP.PDF. DOI: https://doi.org/10.1073/pnas.2022376118
R. Donnelly and H. A. Patrinos, “Learning loss during Covid-19: An early systematic review,” Prospects (Paris), vol. 51, no. 4, pp. 601–609, Oct. 2022, doi: 10.1007/S11125-021-09582-6/TABLES/3. DOI: https://doi.org/10.1007/s11125-021-09582-6
E. Darmawan, S. Zubaidah, R. H. Ristanto, M. R. A. Zamzami, and B. Wahono, “Simas Eric Learning Model (SELM): Enhance Student Metacognitive Skill Based on the Academic Level.,” International Journal of Instruction, vol. 13, no. 4, pp. 623–642, Oct. 2020, doi: 10.29333/iji.2020.13439a. DOI: https://doi.org/10.29333/iji.2020.13439a
M. Karwowski, M. Czerwonka, and J. C. Kaufman, “Does intelligence strengthen creative metacognition?,” 2020, Educational Publishing Foundation, Karwowski, Maciej: Institute of Psychology, University of Wroclaw, Dawida 1, Wroclaw, Poland, 50-527, maciek.karwowski@gmail.com. doi: 10.1037/aca0000208. DOI: https://doi.org/10.1037/aca0000208
G. Aditya and I. Maryani, “STEM Based B-Netra as a Media to Foster Scientific Literacy of Students with Visual Impairment,” AIP Conf Proc, vol. 2600, no. 1, Dec. 2022, doi: 10.1063/5.0131835/2830601. DOI: https://doi.org/10.1063/5.0131835
S. T. Martaningsih et al., “STEM problem-based learning module: a solution to overcome elementary students’ poor problem-solving skills,” Pegem Journal of Education and Instruction, vol. 12, no. 4, pp. 340–348, Oct. 2022, doi: 10.47750/PEGEGOG.12.04.35.
R. Wahyuningsih, I. Maryani, and P. Pujiastuti, “The Effect of University Students Readiness in Online Science Learning toward Learning Motivation,” AL-ISHLAH: Jurnal Pendidikan, vol. 14, no. 4, pp. 4919–4928, 2022, doi: 10.35445/alishlah.v14i4.821. DOI: https://doi.org/10.35445/alishlah.v14i4.821
I. Maryani, S. Latifah, L. Fatmawati, V. Y. Erviana, and F. N. Mahmudah, “Technology Readiness and Learning Outcomes of Elementary School Students during Online Learning in the New Normal Era,” Pegem Egitim ve Ogretim Dergisi, vol. 13, no. 2, pp. 45–49, 2023, doi: 10.47750/pegegog.13.02.06. DOI: https://doi.org/10.47750/pegegog.13.02.06
S. Wahyuni and Ellianawati, “Pemanfaatan Model Self Regulated Learning Sebagai Upaya Peningkatan Kemampuan Belajar Mandiri Pada Mata Kuliah Optik,” Indonesian Journal of Physics Education, vol. 6, no. 1, pp. 35–39, 2010.
S. P. Lajoie, “Metacognition , Self Regulation , and Self-regulated Learning : A Rose by any other Name ? Author ( s ): Susanne P . Lajoie Published by : Springer Stable URL : https://www.jstor.org/stable/23363927 Learning : A Rose by any other Name ?,” vol. 20, no. 4, pp. 469–475, 2018, doi: 10.1007/s. DOI: https://doi.org/10.1007/s10648-008-9088-1
I. Maryani, M. A. Alhakim, and R. Gestiardi, “The student’s metacognitive skills of prospective primary school teachers,” International Journal of Educational Management and Innovation, vol. 2, no. 2, p. 199, May 2021, doi: 10.12928/IJEMI.V2I2.3432. DOI: https://doi.org/10.12928/ijemi.v2i2.3432
T. Sulaiman, S. S. A. Rahim, W. K. Yan, and P. Subramaniam, “Primary science teachers’ perspectives about metacognition in science teaching,” European Journal of Educational Research, vol. 10, no. 1, pp. 75–84, 2021, doi: 10.12973/EU-JER.10.1.75. DOI: https://doi.org/10.12973/eu-jer.10.1.75
J. G. Cromley and A. J. Kunze, “Metacognition in education: Translational research.,” Transl Issues Psychol Sci, vol. 6, no. 1, pp. 15–20, Mar. 2020, doi: 10.1037/TPS0000218. DOI: https://doi.org/10.1037/tps0000218
D. Muijs and C. Bokhove, “Metacognition and Self-Regulation: Evidence Review.,” Education Endowment Foundation, May 2020.
I. Maryani, Z. K. Prasetyo, I. Wilujeng, and S. Purwanti, “Promoting higher-order thinking skills during online learning: The integration of metacognition in science for higher education,” International Journal of Evaluation and Research in Education, vol. 11, no. 4, pp. 1980–1988, 2022, doi: 10.11591/ijere.v11i4.23129. DOI: https://doi.org/10.11591/ijere.v11i4.23129
R. M. Logan, C. E. Johnson, and J. W. Worsham, “Development of an e-learning module to facilitate student learning and outcomes,” Teaching and Learning in Nursing, vol. 16, no. 2, pp. 139–142, Apr. 2021, doi: 10.1016/J.TELN.2020.10.007. DOI: https://doi.org/10.1016/j.teln.2020.10.007
D. Triwahyuningtyas, A. S. Ningtyas, and S. Rahayu, “The problem-based learning e-module of planes using Kvisoft Flipbook Maker for elementary school students,” Jurnal Prima Edukasia, vol. 8, no. 2, pp. 199–208, 2020, doi: 10.21831/jpe.v8i2.34446. DOI: https://doi.org/10.21831/jpe.v8i2.34446
A. Feri and Z. Zulherman, “Development of nearpod-based e module on science material ‘energy and its changes’ to improve elementary school student learning achievement,” International Journal of Education and Learning; Vol 3, No 2: August 2021, 2021, doi: 10.31763/ijele.v3i2.400. DOI: https://doi.org/10.31763/ijele.v3i2.400
R. Candra, E. S. Rahayu, and N. M. D. Putra, “Development of Science Module SETS Approach to Strengthen Cognitive Learning Outcomes of Elementary School Students,” Journal of Primary Education, vol. 9, no. 3, pp. 248–257, 2020, doi: 10.15294/jpe.v9i3.37713. DOI: https://doi.org/10.15294/jpe.v9i3.37713
A. Asrial, S. Syahrial, D. A. Kurniawan, and Q. S. Anandari, “Digitalization of Ethno Constructivism Based Module for Elementary School Students,” Jurnal Ilmu Pendidikan, vol. 25, no. 1, p. 33, 2020, doi: 10.17977/um048v25i1p33-42. DOI: https://doi.org/10.17977/um048v25i1p33-42
E. Fradila, A. Razak, T. A. Santosa, F. Arsih, and M. Chatri, “Development Of E-Module-Based Problem Based Learning (PBL) Applications Using Sigil The Course Ecology And Environmental Education Students Master Of Biology,” International Journal of Progressive Sciences and Technologies (IJPSAT, vol. 27, no. 2, pp. 673–682, 2021.
R. M. Branch and T. J. Kopcha, Instructional Design Models. Springer, New York, NY, 2014. doi: 10.1007/978-1-4614-3185-5_7. DOI: https://doi.org/10.1007/978-1-4614-3185-5_7
N. Aldoobie, “ADDIE model,” Am Int J Contemp Res, vol. 6, no. 2015, pp. 68–72, 2015.
E. González Cabañes, T. García Fernández, D. Álvarez García, M. E. Fernández Alba, and C. Rodríguez Pérez, “Validation of the shortened version of the Metacognitive Awareness Inventory in Spanish university students,” 2022. doi: 10.7334/psicothema2022.75. DOI: https://doi.org/10.7334/psicothema2022.75
M. I. Sukarelawan, Jumadi, H. Kuswanto, Soeharto, and F. N. Hikmah, “Rasch analysis to evaluate the psychometric properties of junior metacognitive awareness inventory in the indonesian context,” Jurnal Pendidikan IPA Indonesia, vol. 10, no. 4, pp. 486–495, 2021, doi: 10.15294/jpii.v10i4.27114. DOI: https://doi.org/10.15294/jpii.v10i4.27114
Y. Pantiwati and Husamah, “Self and peer assessments in active learning model to increase metacognitive awareness and cognitive abilities,” International Journal of Instruction, vol. 10, no. 4, 2017, doi: 10.12973/iji.2017.10411a. DOI: https://doi.org/10.12973/iji.2017.10411a
M. F. Amir and M. D. Kusuma W, “Pengembangan Perangkat Pembelajaran Berbasis Masalah Kontekstual untuk Meningkatkan Kemampuan Metakognisi Siswa Sekolah Dasar,” Journal of Medives : Journal of Mathematics Education IKIP Veteran Semarang, vol. 2, no. 1, p. 117, 2018, doi: 10.31331/medives.v2i1.538. DOI: https://doi.org/10.31331/medives.v2i1.538
S. Yulando, S. Sutopo, and T. Franklin Chi, “Electronic Module Design and Development: An Interactive Learning,” Am J Educ Res, vol. 7, no. 10, pp. 694–698, 2019, doi: 10.12691/education-7-10-4. DOI: https://doi.org/10.12691/education-7-10-4
T. Handayani, B. O. Saulon, and I. Maryani, “Integrating metacognitive strategies impact in virtual science experiments for undergraduate students’ HOTS,” Jurnal Cakrawala Pendidikan, vol. 42, no. 2, May 2023, doi: 10.21831/cp.v42i2.51752. DOI: https://doi.org/10.21831/cp.v42i2.51752
M. M. Chiu, “From Metacognition To Social Metacognition: Similarities, Differences, and Learning,” Journal of Education Research, vol. 3, no. 4, pp. 1–19, 2009.
M. L. Gaeta, M. Pilar Teruel, and S. Orejudo, “Motivational, volitional and metacognitive aspects of self regulated learning,” Electronic Journal of Research in Educational Psychology, vol. 10, no. 1, pp. 73–94, 2012. DOI: https://doi.org/10.25115/ejrep.v10i26.1485
E. Concina, “The role of metacognitive skills in music learning and performing: Theoretical features and educational implications,” Front Psychol, vol. 10, no. JULY, p. 1583, Jul. 2019, doi: 10.3389/FPSYG.2019.01583/BIBTEX. DOI: https://doi.org/10.3389/fpsyg.2019.01583
Z. K. Prasetyo, “The development of a metacognition instrument for college students to solve physics problems,” International Journal of Instruction, vol. 13, no. 1, p. 767, 2020, doi: 10.29333/iji.2020.13149a. DOI: https://doi.org/10.29333/iji.2020.13149a
I. Maryani, D. R. Putri, S. Urbayatun, Suyatno, and C. P. Bhakti, “Metacognition and integrated-project based learning (I-PjBL) in elementary schools,” Universal Journal of Educational Research, vol. 8, no. 3, pp. 1046–1054, 2020, doi: 10.13189/ujer.2020.080339. DOI: https://doi.org/10.13189/ujer.2020.080339
P. Ajideh, M. Zohrabi, and K. Pouralvar, “The Effect of Explicit Instruction of Metacognitive Reading Strategies on ESP Reading Comprehension in Academic Settings,” International Journal of Applied Linguistics and English Literature, vol. 7, no. 4, p. 77, 2018, doi: 10.7575/aiac.ijalel.v.7n.4p.77. DOI: https://doi.org/10.7575/aiac.ijalel.v.7n.4p.77
H. Braund and C. DeLuca, “Elementary students as active agents in their learning: an empirical study of the connections between assessment practices and student metacognition,” The Australian Educational Researcher, vol. 45, no. 1, pp. 65–85, 2018, doi: 10.1007/s13384-018-0265-z. DOI: https://doi.org/10.1007/s13384-018-0265-z
J. D. Stanton, A. J. Sebesta, and J. Dunlosky, “Fostering Metacognition to Support Student Learning and Performance,” CBE—Life Sciences Education, vol. 20, no. 2, p. fe3, Apr. 2021, doi: 10.1187/cbe.20-12-0289. DOI: https://doi.org/10.1187/cbe.20-12-0289
M. Zhou and K. K. L. Lam, “Metacognitive scaffolding for online information search in K-12 and higher education settings: a systematic review,” Educational Technology Research and Development, vol. 67, no. 6, pp. 1353–1384, 2019, doi: 10.1007/s11423-019-09646-7. DOI: https://doi.org/10.1007/s11423-019-09646-7
Z. Papamitsiou, A. A. Economides, and M. N. Giannakos, “Fostering Learners’ Performance with On-demand Metacognitive Feedback,” Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11722 LNCS, pp. 423–435, 2019, doi: 10.1007/978-3-030-29736-7_32/COVER. DOI: https://doi.org/10.1007/978-3-030-29736-7_32
L. Zheng, X. Li, X. Zhang, and W. Sun, “The effects of group metacognitive scaffolding on group metacognitive behaviors, group performance, and cognitive load in computer-supported collaborative learning,” Internet High Educ, vol. 42, pp. 13–24, 2019, doi: https://doi.org/10.1016/j.iheduc.2019.03.002. DOI: https://doi.org/10.1016/j.iheduc.2019.03.002
J. Zhang and L. J. Zhang, “The effect of feedback on metacognitive strategy use in EFL writing,” Comput Assist Lang Learn, pp. 1–26, May 2022, doi: 10.1080/09588221.2022.2069822. DOI: https://doi.org/10.1080/09588221.2022.2069822
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