Abstract

This study aims to explain how high school students’ misconceptions, cognitive engagement, and self-regulated learning levels change when using interactive e-books based on the prediction, observation, and explanation method for heat and temperature topics. It also aims to examine how the features of interactive e-books support eliminating misconceptions, cognitive engagement, and self-regulated learning. An explanatory mixed method was conducted with 31 high school students in this direction. The misconception detection test, self-regulated learning scale, cognitive engagement scale, and focus group interviews were used as data collection tools. The study found a significant difference between high school students’ misconceptions, cognitive engagement, and self-regulated learning levels before and after using interactive e-books based on the prediction, observation, and explanation processes. It was revealed that the interactive e-book is grounded on a specific learning method, covering different multimedia materials, providing critical applications related to the concepts discussed, providing students with a sense of managing their learning process, and allowing observations on examples from everyday life. The study concluded that these characteristics make it easier for the students to understand the differences between different concepts and support cognitive engagement and self-regulated learning.

Keywords: Interactive e-book, Self-regulated learning, Cognitive engagement, Eliminating misconceptions, E-book

References

  1. Adam, A. S., & Suprapto, N. (2019). One-stop physics e-book package development for senior high school learning media. IJET, 14(19), 150-158.
  2. Adawiyah, R., Harjono, A., Gunawan, G., & Hermansyah, H. (2019). Interactive e-book of physics to increase students’ creative thinking skills on rotational dynamics concept. In Journal of Physics: Conference Series (Vol. 1153, No. 1, p. 012117). Bristol: IOP Publishing.
  3. Afriwardani, P., Jumadi, J., & Pribadi, F. O. (2023). Development of interactive physics e-book to reduce student misconception. Jurnal Penelitian Pendidikan IPA, 9(4), 2018-2024. doi:10.29303/jppipa.v9i4.1854
  4. Agarwal, R., & Karahanna, E. (2000). Time flies when you're having fun: Cognitive absorption and beliefs about information technology usage. MIS Quarterly, 24(4), 665-694.
  5. Ainulluluah, A., Boeriswati, E., Rahmawati, Y., & Setiawan, B. (2022). Systematic literature review: Improving self regulated learning through the flipped classroom model based on interactive e-books. Jurnal Basicedu, 6(3), 4679-4685. doi:10.31004/basicedu.v6i3.2853
  6. Akpınar, E. (2014). The use of interactive computer animations based on POE as a presentation tool in primary science teaching. Journal of Science Education and Technology, 23(4), 527-537. doi:10.1007/s10956-013-9482-4
  7. Alfiyanti, I. F., & Jatmiko, B. (2020). The effectiveness of Predict Observe Explain (POE) model with PhET to improve critical thinking skills of senior high school students. Studies in Learning and Teaching, 1(2), 76-85. doi:10.46627/silet.v1i2.34
  8. Almekhlafi, A. G. (2021). The effect of e-books on preservice student teachers’ achievement and perceptions in the United Arab Emirates. Education and Information Technologies, 26, 1001-1021. doi:10.1007/s10639-020-10298-x
  9. Arifah, B. (2017). Pengaruh model discovery learning dengan pendekatan scientific berbasis e-book pada materi rangkaian ınduktor terhadap hasil belajar siswa. JUPITER (Jurnal Pendidikan Teknik Elektro), 2(2), 21-28. doi:10.25273/jupiter.v2i2.1795
  10. Asi, M., Retnoningsih, A., & Irsadi, A. (2021). Effectiveness of interactive e-book global warming and climate change integrated socio scientific issues peat ecosystem [Special issue]. Jurnal Penelitian Pendidikan IPA, 7, 240-244. doi:10.29303/jppipa.v7iSpecialIssue.1039
  11. Banawi, A., Sopandi, W., Kadarohman, A., & Solehuddin, M. (2019). Prospective primary school teachers' conception change on states of matter and their changes through predict-observe-explain strategy. International Journal of Instruction, 12(3), 359-374. doi:10.29333/iji.2019.12322a
  12. Bikowski, D., & Casal, J. E., (2018). Interactive digital textbooks and engagement: A learning strategies framework. Language Learning and Technology, 22(1), 119-136. doi:10125/44584
  13. Boekaerts, M. (2016). Engagement as an inherent aspect of the learning process. Learning and Instruction, 43, 76-83. doi:10.1016/j.learninstruc.2016.02.001
  14. Boticki, I., Akçapınar, G., & Ogata, H. (2019). E-book user modelling through learning analytics: The case of learner engagement and reading styles. Interactive Learning Environments, 27(5-6), 754-765. doi:10.1080/10494820.2019.1610459
  15. Bozan, İ., & Savaş, B. (2019). Üstün yetenekli öğrencilerde sık görülen kavram yanılgılarının öğretmen görüşlerine göre incelenmesi. Disiplinlerarası Eğitim Araştırmaları Dergisi, 3(6), 87-98.
  16. Bozkurt, A., & Bozkaya, M. (2015). Evaluation criteria for interactive e-books for open and distance learning. International Review of Research in Open and Distributed Learning, 16(5), 58-82. doi:10.19173/irrodl.v16i5.2218
  17. Bozzi, M., Ghislandi, P., Kazuhiko, T., Mami, M., Motoi, W., Naoto, N., ... Zani, M. (2019). Highlight misconceptions in Physics: A TIME project. Proceedings of INTED2019 Conference, Valencia, Spain.
  18. Casselden, B., & Pears, R. (2020). Higher education student pathways to ebook usage and engagement, and understanding: Highways and cul de sacs. Journal of Librarianship and Information Science, 52(2), 601-619. doi:10.1177/0961000619841429
  19. Cengiz, E. (2018). An activity based on prediction-observation-explanation strategy used for teaching the particulate nature of matter. Journal of Inquiry Based Activities, 8(1), 51-69.
  20. Chen, C. H., & Su, C. Y. (2019). Using the BookRoll e-book system to promote self-regulated learning, self-efficacy and academic achievement for university students. Journal of Educational Technology & Society, 22(4), 33-46.
  21. Chen, M. R. A., Hwang, G. J., Majumdar, R., Toyokawa, Y., & Ogata, H. (2021). Research trends in the use of E-books in English as a foreign language (EFL) education from 2011 to 2020: A bibliometric and content analysis. Interactive Learning Environments, 1-17. doi:10.1080/10494820.2021.1888755
  22. Chen, C., Jamiat, N., & Mao, Y. (2023). The study on the effects of gamified interactive e-books on students’ learning achievements and motivation in a Chinese character learning flipped classroom. Frontiers in Psychology, 14, 1-14. doi:10.3389/fpsyg.2023.1236297
  23. Chen, H. L., Yohannes, A., & Chang, C. C. (2023). Designing an interactive e-book of three views for enhancing students’ spatial ability. In 2023 14th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) (pp. 717-718). IEEE. doi:10.1109/IIAI-AAI59060.2023.00148
  24. Cheng, E. C. K. (2011). The role of self-regulated learning in enhancing learning performance. The International Journal of Research and Review, 6(1), 1-16.
  25. Chesser, W. D. (2011). The e-textbook revolution. Library Technology Reports, 47(8), 28-40.
  26. Churiyah, M., Putri, O. M., Arief, M., Dharma, B. A., Sukmawati, E., & Zainuddin, Z. (2023). Project based learning interactive e-book: A solution to self regulated learning and student learning outcomes. In BISTIC Business Innovation Sustainability and Technology International Conference (BISTIC 2023) (pp. 132-142). Amsterdam: Atlantis Press.
  27. Clark, V. L. P., & Ivankova, N. V. (2015). Mixed methods research: A guide to the field (Vol. 3). Thousand Oaks, CA: Sage.
  28. Connell, J. P., & Wellborn, J. G. (1991). Competence, autonomy, and relatedness: A motivational analysis of self-system processes. In M. R. Gunnar & L. A. Sroufe (Eds.), Self-processes and development (pp. 43-77). New Jersey: Lawrence Erlbaum Associates, Inc.
  29. Dabbagh, N., & Kitsantas, A. (2005). Using web-based pedagogical tools as scaffolds for self-regulated learning. Instructional Science, 33(5-6), 513-540. doi:10.1007/s11251-005-1278-3
  30. Eitel, A., Bender, L., & Renkl, A. (2019). Are seductive details seductive only when you think they are relevant? An experimental test of the moderating role of perceived relevance. Applied Cognitive Psychology, 33(1), 20-30. doi:10.1002/acp.3479
  31. Fenditasari, K., & Istiyono, E. (2020). Identification of misconceptions on heat and temperature among physics education students using four-tier diagnostic test. Journal of Physics: Conference Series, 1470(2020), 1-12. doi:10.1088/1742-6596/1470/1/012055
  32. Firdausy, B. A., & Prasetyo, Z. K. (2020). Improving scientific literacy through an interactive e-book: A literature review. In Journal of Physics: Conference Series (Vol. 1440, No. 1, p. 012080). Bristol: IOP Publishing.
  33. Fuadi, F., Sopandi, W., Priscylio, G., Hamdu, G., & Mustikasari, L. (2020). Students’ conceptual changes on the air pressure learning using predict-observe-explain strategy. Mimbar Sekolah Dasar, 7(1), 70-85. doi:10.17509/mimbar-sd.v7i1.22457
  34. Gibbs, A. (2012). Focus groups and group interviews. In J. Arthur, M. Waring, R. Coe, & L. V. Hedges (Eds.), Research methods and methodologies in education (pp. 186-192). Thousand Oaks, CA: Sage.
  35. Hadaya, A., & Hanif, M. (2019). The impact of using the interactive e-book on students' learning outcomes. International Journal of Instruction, 12(2), 709-722. doi:10.29333/iji.2019.12245a
  36. Harjono, A., Gunawan, G., Adawiyah, R., & Herayanti, L. (2020). An interactive e-book for physics to improve students' conceptual mastery. International Journal of Emerging Technologies in Learning (iJET), 15(5), 40-49.
  37. Hasan, M. F., Suyatna, A., & Suana, W. (2018). Development of interactive e-book on energy resources to enhance student’s critical thinking ability. Tadris: Jurnal Keguruan dan Ilmu Tarbiyah, 3(2), 109-121. doi:10.24042/tadris.v3i2.3114
  38. Haşlaman, T. (2011). Çevrimiçi öğrenme ortamının öğretmen ve öğrencilerin özdüzenleyici öğrenme becerileri üzerindeki etkisi (Unpublished doctoral dissertation). Hacettepe University, Ankara.
  39. Hidajat, F. A. (2023). The development of digital e-books to improve students' creativity skills: A self-regulation strategies approach. International Journal of Instruction, 16(4), 367-384. doi:10.29333/iji.2023.16422a
  40. Hikmaturrosyidah, N., & Racmadiarti, F. (2022). The development of interactive e-book based on multiple intelligences ecosystem topic to train creative thinking skills. Journal of Biology Education, 11(1), 89-101.
  41. Hong, J. C., Hwang, M. Y., Tai, K. H., & Tsai, C. R. (2017). An exploration of students’ science learning interest related to their cognitive anxiety, cognitive load, self-confidence and learning progress using inquiry-based learning with an iPad. Research in Science Education, 47(6), 1193-1212. doi:10.1007/s11165-016-9541-y
  42. Hsieh, Y., & Huang, S. (2020). Using an e-book in the secondary English classroom: Effects on EFL reading and listening. Education and Information Technologies, 25(2), 1285-1301. doi:10.1007/s10639-019-10036-y
  43. Huang, H., & Hwang, G.-J. (2019). Facilitating inpatients’ family members to learn: A learning engagement-promoting model to develop interactive e-book systems for patient education. Educational Technology & Society, 22(3), 74-87.
  44. Hwang, G. J., & Lai, C. L. (2017). Facilitating and bridging out-of-class and in-class learning: An interactive e-book-based flipped learning approach for math courses. Journal of Educational Technology & Society, 20(1), 184-197.
  45. Hwang, G.-J., Tu, N.-T., & Wang, X.-M. (2018). Creating interactive e-books through learning by design: The impacts of guided peer-feedback on students’ learning achievements and project outcomes in science courses. Educational Technology & Society, 21(1), 25-36.
  46. Ivankova, N. V., & Creswell, J. W. (2009). Mixed methods. In J. Heigham & R. A. Croker (Eds.), Qualitative research in applied linguistics: A practical introduction (pp. 135-161). London: Palgrave Macmillan.
  47. Kao, G. Y. M., Chiang, X. Z., & Foulsham, T. (2019). Reading behavior and the effect of embedded selfies in role-playing picture e-books: An eye-tracking investigation. Computers & Education, 136, 99-112. doi:10.1016/j.compedu.2019.03.010
  48. Karataş, F. Ö., Köse, S., & Coştu, B. (2003). Öğrenci yanılgılarını ve anlama düzeylerini belirlemede kullanılan iki aşamalı testler. Pamukkale Üniversitesi Eğitim Fakültesi Dergisi, 13(13), 54-69.
  49. Kettles, A. M., Creswell, J. W., & Zhang, W. (2011). Mixed methods research in mental health nursing. Journal of Psychiatric and Mental Health Nursing, 18(6), 535-542. doi:10.1111/j.1365-2850.2011.017
  50. Korat, O., & Falk, Y. (2019). Ten years after: Revisiting the question of e-book quality as early language and literacy support. Journal of Early Childhood Literacy, 19(2), 206-223. doi:10.1177/1468798417712105
  51. Latifah, S., Irwandani, I., Saregar, A., Diani, R., Fiani, O., Widayanti, W., & Deta, U. A. (2019). How the Predict-Observe-Explain (POE) learning strategy remediates students’ misconception on Temperature and Heat materials?. In Journal of Physics: Conference Series (Vol. 1171, No. 1, p. 012051). Bristol: IOP Publishing.
  52. Lee, S. H. (2017). Learning vocabulary through e-book reading of young children with various reading abilities. Reading and Writing, 30(7), 1595-1616. doi:10.1007/s11145-017-9740-6
  53. Lee, S. H. (2020). Learning vocabulary from e-book reading and recorded word explanation for low-income elementary students with and without reading difficulties. Reading and Writing, 33(3), 691-717. doi:10.1007/s11145-019-09983-2
  54. Lee, T. T., & Osman, K., (2012). Interactive multimedia module with pedagogical agents: Formative evaluation. International Education Studies, 5(6), 50-64. doi:10.5539/ies.v5n6p50
  55. Lestari, D. A., Suwarma, I. R., & Suhendi, E. (2024). Feasibility analysis of the development of STEM-based physics e-book with self-regulated learning on global warming topics. Indonesian Journal of Teaching in Science, 4(1), 1-10. doi:10.17509/ijotis.v4i1.60110
  56. Li, J., Ma, F., Wang, Y., Lan, R., Zhang, Y., & Dai, X. (2020). Pre-school children’s behavioral patterns and performances in learning numerical operations with a situation-based interactive e-book. Interactive Learning Environments, 28(2), 148-165. doi:10.1080/10494820.2019.1636085
  57. Liu, Y., Chou, P. L., & Lee, B. O. (2020). Effect of an interactive e-book on nursing students' electrocardiogram-related learning achievement: A quasi-experimental design. Nurse Education Today, 90, 104427. doi:10.1016/j.nedt.2020.104427
  58. Lieung, K. W., Rahayu, D. P., & Yampap, U. (2021). Development of an interactive e-book to improve student's problem solving. Jurnal Ilmiah Sekolah Dasar, 5(1), 8-15.
  59. Lim, J., Whitehead, G. E., & Choi, Y. (2021). Interactive e-book reading vs. paper-based reading: Comparing the effects of different mediums on middle school students’ reading comprehension. System, 97, 102434. doi:10.1016/j.system.2020.102434
  60. Lim, B. C. Y., Liu, L. W. L., & Hou, C. C. (2020). Investigating the effects of interactive e-book towards academic achievement. Asian Journal of University Education, 16(3), 78-88.
  61. Lin, P. H., Huang, Y. M., & Chen, C. C. (2018). Exploring imaginative capability and learning motivation difference through picture E-book. IEEE Access, 6, 63416-63425. doi:10.1109/ACCESS.2018.2875675
  62. Mana, N., Mich, O., De Angeli, A., & Druin, A. (2013). Interactive e-books for children. In Proceedings of the 12th International Conference on Interaction Design and Children (pp. 593-595). doi:10.1145/2485760.2485886
  63. Mayer, R. E. (2014). Cognitive theory of multimedia learning. In R. E. Mayer (Ed.), The Cambridge handbook of multimedia learning (pp. 43-71). Cambridge: Cambridge University Press.
  64. Merkle, A. C., Ferrell, L. K., Ferrell, O. C., & Hair Jr, J. F. (2022). Evaluating e-book effectiveness and the impact on student engagement. Journal of Marketing Education, 44(1), 54-71. doi:10.1177/02734753211035162
  65. Ministry of National Education. (2018). Ortaöğretim 9. sınıf fizik öğretim programı. Ankara: Milli Eğitim Bakanlığı Yayınları.
  66. Mouri, K., Uosaki, N., & Ogata, H. (2018). Learning analytics for supporting seamless language learning using e-book with ubiquitous learning system. Journal of Educational Technology & Society, 21(2), 150-163.
  67. Mufit, F., Asrizal, A., & Puspitasari, R. (2022). Cognitive conflict-based e-book with real experiment video analysis integration to enhance conceptual understanding of motion kinematics. Jurnal Pendidikan IPA Indonesia, 11(4), 626-639.
  68. Nalkıran, T., & Karamustafaoğlu, S. (2020). Prediction-Observation-Explanation (POE) method and its efficiency in teaching “work, energy, power” concepts. International Journal of Assessment Tools in Education, 7(3), 497-521. doi:10.21449/ijate.727399
  69. Oktavianty, E., Haratua, T. M. S., & Anuru, M. (2018). The effect of remediation on reducing misconception: A meta-analysis of student thesis on physics education. Journal of Physics: Conference Series, 1013(2018), 1-5. doi:10.1088/1742-6596/1013/1/012039
  70. Ormancı, Ü., & Çepni, S. (2020). Views on interactive e-book use in science education of teachers and students who perform e-book applications. Turkish Online Journal of Qualitative Inquiry, 11(2), 247-279. doi:10.17569/tojqi.569211
  71. Pabrua Batoon, M. V., Victoria, M., Glasserman Morales, L. D., & Yanez Figueroa, J. A. (2018). Instructional design to measure the efficacy of interactive e-books in a high school setting. Turkish Online Journal of Distance Education, 19(2), 47-60. doi:10.17718/tojde.415641
  72. Paas, F., & Sweller, J. (2014). Implications of cognitive load theory for multimedia learning. In R. E. Mayer (Ed.), The Cambridge handbook of multimedia learning (pp. 27-42). Cambridge: Cambridge University Press.
  73. Peng, H. Y., Chuang, P. Y., Hwang, G. J., Chu, H. C., Wu, T. T., & Huang, S. X. (2009). Ubiquitous performance-support system as mindtool: A case study of instructional decision making and learning assistant. Educational Technology & Society, 12(1), 107-120.
  74. Perwita, D. P., & Fauzi, A. (2021). The analysis of depth high school physics material in terms of standards for the development of earthquake theme physics e-books. In Journal of Physics: Conference Series (Vol. 1876, No. 1, p. 1-8). Bristol: IOP Publishing.
  75. Pujiwati, R., & Susilaningsih, E. (2020). The influence of POE Learning (Predict Observe Explain) Model on the understanding of science concept of students of smp negeri 32 semarang. Jurnal Pembelajaran Sains, 4(1), 37-41. doi:10.17977/um033v4i1p37-41
  76. Pramana, M. W. A., Jampel, I. N., & Pudjawan, K. (2020). Meningkatkan hasil belajar biologi melalui e-modul berbasis problem based learning. Jurnal Edutech Undiksha, 8(2), 17-32. doi:10.23887/jeu.v8i2.28921
  77. Rahmawati, A. J., & Muchtarom, M. (2023). Development of e-book based on self regulated learning enhancing self efficacy. In International Conference on Education 2022 (ICE 2022) (pp. 63-72). Amsterdam: Atlantis Press. doi:10.2991/978-2-38476-020-6_7
  78. Reich, S. M., Yau, J. C., Xu, Y., Muskat, T., Uvalle, J., & Cannata, D. (2019). Digital or print? A comparison of preschoolers’ comprehension, vocabulary, and engagement from a print book and an e-book. AERA Open, 5(3), 1-16. doi:10.1177/2332858419878389
  79. Richter, A., & Courage, M. L. (2017). Comparing electronic and paper storybooks for preschoolers: Attention, engagement, and recall. Journal of Applied Developmental Psychology, 48, 92-102. doi:10.1016/j.appdev.2017.01.002
  80. Rockinson-Szapkiw, A. J., Courduff, J., Carter, K., & Bennett, D. (2013). Electronic versus traditional print textbooks: A comparison study on the influence of university students’ learning. Computers & Education, 63, 259-266. doi:10.1016/j.compedu.2012.11.022
  81. Roskos, K., Brueck, J., & Lenhart, L. (2017). An analysis of e-book learning platforms: Affordances, architecture, functionality and analytics. International Journal of Child-Computer Interaction, 12, 37-45. doi:10.1016/j.ijcci.2017.01.003
  82. Sa'adah, S. A., & Haryadi, R. (2020). Literature review: Cognitive conflict approach in physics learning to overcome the misconception of physics. ScienceEdu: Jurnal Pendidikan IPA, 3(2), 101-103.
  83. Saripudin, D., Fauzi, W. I., & Nugraha, E. (2022). The development of interactive e-book of local history for senior high school in improving local wisdom and digital literacy. European Journal of Educational Research, 11(1), 17-31. doi:10.12973/eu-jer.11.1.17
  84. Schneider, S., Wirzberger, M., & Rey, G. D. (2019). The moderating role of arousal on the seductive detail effect in a multimedia learning setting. Applied Cognitive Psychology, 33(1), 71-84. doi:10.1002/ acp.3473
  85. Septikasari, A. N., Maison, M., & Nazarudin, N. (2021). Interactive e-book for physics learning: Analysis of students’ characters and conceptual understanding. Indonesian Journal of Science and Mathematics Education, 4(1), 25-36.
  86. Shamir, A., Korat, O., & Shlafer, I. (2011). The effect of activity with e-book on vocabulary and story comprehension: A comparison between kindergarteners at risk of learning disabilities and typically developing kindergarteners. European Journal of Special Needs Education, 26(3), 311-322. doi:10.1080/08856257.2011.593824
  87. Shernoff, D. J., Csikszentmihalyi, M., Schneider, B., & Shernoff, E. S. (2014). Student engagement in high school classrooms from the perspective of flow theory. In Applications of Flow in Human Development and Education (pp. 475-494). Dordrecht: Springer.
  88. Skinner, E. A., & Pitzer, J. R. (2012). Developmental dynamics of student engagement, coping, and everyday resilience. In S. L. Christenson, A. L. Reschly, & C. Wylie (Eds.), Handbook of research on student engagement (pp. 21-44). New York, NY: Springer. doi:10.1007/978-1-4614-2018-7_2
  89. Soeharto, S., Csapó, B., Sarimanah, E., Dewi, F. I., & Sabri, T. (2019). A review of students’ common misconceptions in science and their diagnostic assessment tools. Jurnal Pendidikan IPA Indonesia, 8(2), 247-266.
  90. Soeharto, S., & Csapó, B. (2021). Evaluating item difficulty patterns for assessing student misconceptions in science across physics, chemistry, and biology concepts. Heliyon, 7(11), 1-10. doi:10.1016/j.heliyon.2021.e08352
  91. Swanson, E., Austin, C. R., Stewart, A. A., & Scammacca, N. (2020). A meta-analysis examining the effect of e-book use on literacy outcomes for students in grades K-12. Reading & Writing Quarterly, 36(5), 480-496. doi:10.1080/10573569.2019.16967
  92. Sumilah, & Sulistyaningrum, H. (2021). POE learning improves primary school students' science learning achievement. In Proceeding of International Conference in Education, Science and Technology (pp. 469-473). Retrieved from http://prosiding.unirow.ac.id/index.php/iconest/article/view/1159/665
  93. Sung, T. W., & Wu, T. T. (2017). Dynamic e-book guidance system for English reading with learning portfolio analysis. The Electronic Library, 35(2), 358-373. doi:10.1108/EL-11-2015-0221
  94. Sung, H. Y., Hwang, G. J., & Chen, S. F. (2019). Effects of embedding a problem-posing-based learning guiding strategy into interactive e-books on students’ learning performance and higher order thinking tendency. Interactive Learning Environments, 27(3), 389-401. doi:10.1080/10494820.2018.14742
  95. Sung, H. Y., Hwang, G. J., Chen, C. Y., & Liu, W. X. (2022). A contextual learning model for developing interactive e-books to improve students’ performances of learning the Analects of Confucius. Interactive Learning Environments, 30(3), 470-483. doi:10.1080/10494820.2019.1664595
  96. Susantini, E., Puspitawati, R. P., Raharjo, & Suaidah, H. L. (2021). E-book of metacognitive learning strategies: Design and implementation to activate student’s self-regulation. Research and Practice in Technology Enhanced Learning, 16(13), 1-17. doi:10.1186/s41039-021-00161-z
  97. Tomara, M., Tselfes, V., & Gouscos, D. (2017). Instructional strategies to promote conceptual change about force and motion: A review of the literature. Themes in Science and Technology Education, 10(1), 1-16.
  98. Tsuei, M., Huang, H. W., & Cheng, S. F. (2020). The effects of a peer-tutoring strategy on children’s e-book reading comprehension. South African Journal of Education, 40(2), 1-12.
  99. Xu, Y., Yau, J. C., & Reich, S. M. (2021). Press, swipe and read: Do interactive features facilitate engagement and learning with e‐books?. Journal of Computer Assisted Learning, 37(1), 212-225. doi:10.1111/jcal.12480
  100. Umarji, O., Day, S., Xu, Y., Zargar, E., Yu, R., & Connor, C. (2020). Opening the black box: User-log analyses of children’s e-book reading and associations with word knowledge. Reading and Writing, 34, 627-658. doi:10.1007/s11145-020-10081-x
  101. Usluel Koçak, Y., & Vural Kurt, F. (2009). Bilişsel kapılma ölçeği'nin Türkçeye uyarlama çalışması. Ankara Üniversitesi Eğitim Bilimleri Fakültesi Dergisi, 42(2), 77-92.
  102. Wang, J., Shimada, A., Oi, M., Ogata, H., & Tabata, Y. (2020). Development and evaluation of a visualization system to support meaningful e-book learning. Interactive Learning Environments, 31(2), 836-853. doi:10.1080/10494820.2020.18131
  103. Weng, C., Otanga, S., Weng, A., & Cox, J. (2018). Effects of interactivity in e-textbooks on 7th graders science learning and cognitive load. Computers & Education, 120, 172-184. doi:10.1016/j.compedu.2018.02.00
  104. Winne, P. H. (2017). Cognition and metacognition within self-regulated learning. In Handbook of self-regulation of learning and performance (pp. 52-64). London: Routledge.
  105. Wu, T. T. (2016). A learning log analysis of an English-reading e-book system combined with a guidance mechanism. Interactive Learning Environments, 24(8), 1938-1956. doi:10.1080/10494820.2015.10702
  106. Yang, C. C., & Ogata, H. (2023). Lag seqential anaiysis for identifying blended learners' sequential patterns of e-book note-taking for self-regulated learning. Educational Technology & Society, 26(2), 63-75. doi:10.30191/ETS.202304_26(2).0005
  107. Yang, D., Zargar, E., Adams, A. M., Day, S. L., & Connor, C. M. (2020). Using interactive e-book user log variables to track reading processes and predict digital learning outcomes. Assessment for Effective Intervention, 46(4). doi:10.1177/153450842094193
  108. Yin, C., Yamada, M., Oi, M., Shimada, A., Okubo, F., Kojima, K., & Ogata, H. (2019). Exploring the relationships between reading behavior patterns and learning outcomes based on log data from e-books: A human factor approach. International Journal of Human-Computer Interaction, 35(4-5), 313-322. doi:10.1080/10447318.2018.15430
  109. Yohannes, A., Chen, H. L., & Chang, C. C. (2023). Effect of an interactive e-book on middle school students' mathematics reading and spatial ability. Educational Technology Research and Development, 71(4), 1869-1886. doi:10.1007/s11423-023-10225-0
  110. Yorganci, S. (2022). The interactive e‐book and video feedback in a multimedia learning environment: Influence on performance, cognitive, and motivational outcomes. Journal of Computer Assisted Learning, 38(4), 1005-1017. doi:10.1111/jcal.12658
  111. Yuenyong, J., & Yuenyong, C. (2021). Examining grade 5 students’ capability of analytical thinking in learning about heat conduction through Predict-Observe-Explain (POE) strategy. Journal of Physics: Conference Series, 1835. doi:10.1088/1742-6596/1835/1/012024
  112. Yulianti, R., Suhandi, A., & Sopandi, W. (2020). The effect of poe strategy on students’conceptual change regarding water density. JPSD (Jurnal Pendidikan Sekolah Dasar), 6(1), 15-29. doi:10.30870/jpsd.v6i1.7220
  113. Zakiyah, I., Widodo, W., & Tukiran, T. (2019). The effectiveness of predict-observe-explain strategy to reduce misconception in thermochemistry. In Mathematics, Informatics, Science, and Education International Conference (MISEIC 2019) (pp. 112-115). Amsterdam: Atlantis Press.
  114. Zarzour, H., Bendjaballah, S., & Harirche, H. (2020). Exploring the behavioral patterns of students learning with a Facebook-based e-book approach. Computers & Education, 156, 103957. doi:10.1016/j.compedu.2020.103957
  115. Zhao, J., Hwang, G. J., Chang, S. C., Yang, Q. F., & Nokkaew, A. (2021). Effects of gamified interactive e-books on students’ flipped learning performance, motivation, and meta-cognition tendency in a mathematics course. Educational Technology Research and Development, 69(6), 3255-3280. doi:10.1007/s11423-021-10053-0
  116. Zimmerman, B. J. (1989). A social cognitive view of self-regulated academic learning. Journal of Educational Psychology, 81(3), 329-339.

How to cite

Çırakoğlu, N., Reisoğlu, İ., & Eryılmaz Toksoy, S. (2025). Examining Prediction Observation Explanation Method based Interactive e-books in terms of High School Students’ Misconceptions, Self-Regulated Learning, Cognitive Engagement. Education and Science, 50(221), 121-142. https://doi.org/10.15390/EB.2025.13048