Where and How Can Knowledge Be Acquired? A Qualitative Analysis of Open-Ended Questionnaires

Diterbitkan: Apr 1, 2026

Abstrak:

To address the global threat of fake news in the digital era, individuals must understand knowledge and how it is created (epistemic beliefs) to avoid falling for false information. Education is where students spend most of their time daily. Therefore, it is essential to begin investigating teachers' epistemic beliefs as designers of learning. The purpose of this research is to explore teachers' perceptions of knowledge and how it is acquired. Data collection employed an open-ended questionnaire. Inductive thematic analysis was applied to identify concepts and patterns of meaning in the data. The 15-point checklist from Braun and Clarke was used to ensure the quality of qualitative data analysis. Based on the research findings, there are five criteria that teachers believe to be sources of knowledge, namely: subject, environment, object, activity, and process, with subject and object being the most dominant. Furthermore, there are four criteria that teachers believe to be methods of acquiring knowledge: independent learning, learning with others, by providing treatment, and using learning activities. These findings offer potential sources and methods of knowledge acquisition that can be accommodated by teachers to deliver holistic learning experiences.

Penulis:
Ismu Sukamto
Cara Mengutip
Sukamto, I. (2026). Where and How Can Knowledge Be Acquired? A Qualitative Analysis of Open-Ended Questionnaires. Jurnal Inovatif Ilmu Pendidikan, 8(1), 10–36. Diambil dari https://jurnal.pbs.fkip.unila.ac.id/index.php/JIIP/article/view/2167
Referensi

    Andriaputra, A. R., Resmana, D. B. P., Marzuki, N., & Rangkuti, A. H. (2022). Development of E-Learning Applications to Support Student Learning. Proceedings - 4th International Conference on Informatics, Multimedia, Cyber and Information System, ICIMCIS 2022, 49–54. https://doi.org/10.1109/ICIMCIS56303.2022.10017697

    Anwas, E. O. M., Afriansyah, A., Iftitah, K. N., Firdaus, W., Sugiarti, Y., Sopandi, E., & Hediana, D. (2022). Students’ Literacy Skills and Quality of Textbooks in Indonesian Elementary Schools. International Journal of Language Education, 6(3), 233–244. https://doi.org/10.26858/ijole.v6i3.32756

    Barker, D. (2011). Perry’s Model of Cognitive Development during the College Years.

    Barzilai, S., & Eshet-Alkalai, Y. (2015). The role of epistemic perspectives in comprehension of multiple author viewpoints. Learning and Instruction, 36, 86–103. https://doi.org/10.1016/j.learninstruc.2014.12.003

    Bennett, D. G. (2014). Scientific method and human dignity in the balance. Pertanika Journal of Social Sciences and Humanities, 22(March), 139–147.

    Bettencourt, B., Manzi Muneza, A. R., Green, M., Anguiano, S., Fails, J. A., Kennington, C., Wright, K. L., & Pera, M. S. (2023). “Who are you?”: Identifying Young Users from a Single Search Query. UMAP 2023 - Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 305–310. https://doi.org/10.1145/3563359.3596992

    Bismark, M., Smallwood, N., Jain, R., & Willis, K. (2022). Thoughts of suicide or self-harm among healthcare workers during the COVID-19 pandemic: qualitative analysis of open-ended survey responses. BJPsych Open, 8(4), e113. https://doi.org/DOI: 10.1192/bjo.2022.509

    Bläsing, B. E., Coogan, J., Biondi, J., & Schack, T. (2018). Watching or Listening: How Visual and Verbal Information Contribute to Learning a Complex Dance Phrase. Frontiers in Psychology, 9. https://doi.org/10.3389/fpsyg.2018.02371

    Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa

    Cerovac, M., & Keane, T. (2024). Early insights into Piaget’s cognitive development model through the lens of the Technologies curriculum. International Journal of Technology and Design Education. https://doi.org/10.1007/s10798-024-09906-5

    Chai, C. S., Lin, P.-Y., King, R. B., & Jong, M. S.-Y. (2021). Intrinsic Motivation and Sophisticated Epistemic Beliefs Are Promising Pathways to Science Achievement: Evidence From High Achieving Regions in the East and the West. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.581193

    Cobern, W. W., Adams, B. A. J., Pleasants, B. A.-S., Bentley, A., & Kagumba, R. (2022). Do We Have a Trust Problem? Exploring Undergraduate Student Views on the Tentativeness and Trustworthiness of Science. Science & Education, 31(5), 1209–1238. https://doi.org/10.1007/s11191-021-00292-1

    Cui, R., & Teo, P. (2023). Thinking through talk: Using dialogue to develop students’ critical thinking. Teaching and Teacher Education, 125, 104068. https://doi.org/https://doi.org/10.1016/j.tate.2023.104068

    De Felice, S., Hamilton, A. F. de C., Ponari, M., & Vigliocco, G. (2022). Learning from others is good, with others is better: the role of social interaction in human acquisition of new knowledge. Philosophical Transactions of the Royal Society B: Biological Sciences, 378(1870), 20210357. https://doi.org/10.1098/rstb.2021.0357

    Dwidarti, F., & Prabowo, M. (2025). Multimedia-based dance learning in elementary school. Journal of Education and Learning, 19(1), 515–521. https://doi.org/10.11591/edulearn.v19i1.21795

    Ford, M. J. (2012). A Dialogic Account of Sense-Making in Scientific Argumentation and Reasoning. Cognition and Instruction, 30(3), 207–245. https://doi.org/10.1080/07370008.2012.689383

    Fries, L., Son, J. Y., Givvin, K. B., & Stigler, J. W. (2021). Practicing Connections: A Framework to Guide Instructional Design for Developing Understanding in Complex Domains. Educational Psychology Review, 33(2), 739–762. https://doi.org/10.1007/s10648-020-09561-x

    Furberg, A., & Silseth, K. (2022). Invoking student resources in whole-class conversations in science education: A sociocultural perspective. Journal of the Learning Sciences, 31(2), 278–316. https://doi.org/10.1080/10508406.2021.1954521

    Grant, A., & Pittaway, S. (2024). An introduction to a Pedagogy of Kindness. In Enacting a Pedagogy of Kindness: A Guide for Practitioners in Higher Education (pp. 1–7). https://doi.org/10.4324/9781003364887-1

    Greene, J. A., Cartiff, B. M., & Duke, R. F. (2018). A meta-analytic review of the relationship between epistemic cognition and academic achievement. Journal of Educational Psychology, 110(8), 1084–1111. https://doi.org/10.1037/edu0000263

    Hadianto, D., S. Damaianti, V., Mulyati, Y., & Sastromiharjo, A. (2022). Effectiveness of Literacy Teaching Design Integrating Local Culture Discourse and Activities to Enhance Reading Skills. Cogent Education, 9(1). https://doi.org/10.1080/2331186X.2021.2016040

    Hofer, B. K., & Pintrich, P. R. (1997). The development of epistemological theories: Beliefs about knowledge and knowing and their relation to learning. Review of Educational Research, 67(1), 88–140. https://doi.org/10.3102/00346543067001088

    Horvat, S. M., & Bognar, B. (2024). Achieving Essential Changes in the Elementary Teaching of Mathematics. Mathematics Teaching-Research Journal, 16(5), 40–65.

    Jang, M. (2024). AI Literacy and Intention to Use Text-Based GenAI for Learning: The Case of Business Students in Korea. Informatics, 11(3). https://doi.org/10.3390/informatics11030054

    Jasim, W. M. (2022). Knowledge assessment of medical students’ college regarding the suitability of e-learning application in medical education. Medical Journal of Babylon, 19(3), 422–426. https://doi.org/10.4103/MJBL.MJBL_56_22

    Jones, S. R., Torres, V., & Arminio, J. (2013). Negotiating the complexities of qualitative research in higher education: Fundamental elements and issues (2nd ed.). New York, NY: Routledge. https://doi.org/10.4324/9780203123836

    Kivimäki, V. (2023). Structured learning diary and epistemic beliefs predict academic achievement in higher education. Frontiers in Education, 8. https://doi.org/10.3389/feduc.2023.1153618

    Krist, C., Schwarz, C. V, & Reiser, B. J. (2019). Identifying Essential Epistemic Heuristics for Guiding Mechanistic Reasoning in Science Learning. Journal of the Learning Sciences, 28(2), 160–205. https://doi.org/10.1080/10508406.2018.1510404

    Kruse, J., Voss, S., Easter, J., Kent-Schneider, I., Menke, L., Owens, D., Roberts, K., & Woodward, L. (2024). Preparing students for the modern information landscape and navigating science–technology–society issues. Journal of Research in Science Teaching. https://doi.org/10.1002/tea.21972

    Lan, M., & Huang, Q. (2023). Clustering digital learning pathway preferences from the perspectives of epistemic justification on self-regulated learning, social presence, and resources. Heliyon, 9(9). https://doi.org/10.1016/j.heliyon.2023.e20038

    Lee-Hammond, L., & McConney, A. (2017). The impact of village-based kindergarten on early literacy, numeracy, and school attendance in Solomon Islands. European Early Childhood Education Research Journal, 25(4), 541–560. https://doi.org/10.1080/1350293X.2016.1155256

    Lee, H.-C., & Liu, W.-H. (2025). Implementing the Slow Fish curriculum for SDGs: Strategies, challenges, and policy suggestions through a case study. Marine Policy, 173. https://doi.org/10.1016/j.marpol.2024.106538

    Liang, Y., Ren, L., Wei, C., & Shi, Y. (2023). The Influence of Internet-Specific Epistemic Beliefs on Academic Achievement in an Online Collaborative Learning Context for College Students. Sustainability (Switzerland), 15(11). https://doi.org/10.3390/su15118938

    Lima, N. W., & Nascimento, M. M. (2022). Not Only Why but Also How to Trust Science: Reshaping Science Education Based on Science Studies for a Better Post-pandemic World. Science and Education, 31(5), 1363–1382. https://doi.org/10.1007/s11191-021-00303-1

    Lin, T.-J., & Tsai, C.-C. (2017). Developing instruments concerning scientific epistemic beliefs and goal orientations in learning science: a validation study. International Journal of Science Education, 39(17), 2382–2401. https://doi.org/10.1080/09500693.2017.1384593

    Lindfors, M., Winberg, M., & Bodin, M. (2019). The Role of Students’ Scientific Epistemic Beliefs in Computer-Simulated Problem Solving. Scandinavian Journal of Educational Research, 63(1), 124–144. https://doi.org/10.1080/00313831.2017.1324907

    Madjar, N., Weinstock, M., & Kaplan, A. (2017). Epistemic beliefs and achievement goal orientations: Relations between constructs versus personal profiles. The Journal of Educational Research, 110(1), 32–49. https://doi.org/10.1080/00220671.2015.1034353

    Marra, R. M., & Palmer, B. (2008). Epistemologies of the Sciences, Humanities, and Social Sciences: Liberal Arts Students’ Perceptions. The Journal of General Education, 57(2), 100–118. https://doi.org/10.1353/jge.0.0017

    Mason, L., Boscolo, P., Tornatora, M. C., & Ronconi, L. (2013). Besides knowledge: A cross-sectional study on the relations between epistemic beliefs, achievement goals, self-beliefs, and achievement in science. Instructional Science, 41(1), 49–79. https://doi.org/10.1007/s11251-012-9210-0

    McNeill, K. L., Marco-Bujosa, L. M., González-Howard, M., & Loper, S. (2018). Teachers’ enactments of curriculum: Fidelity to Procedure versus Fidelity to Goal for scientific argumentation. International Journal of Science Education, 40(12), 1455–1475. https://doi.org/10.1080/09500693.2018.1482508

    Muenks, K., Miele, D. B., Ramani, G. B., Stapleton, L. M., & Rowe, M. L. (2015). Parental beliefs about the fixedness of ability. Journal of Applied Developmental Psychology, 41, 78–89. https://doi.org/https://doi.org/10.1016/j.appdev.2015.08.002

    Naser, S. C., Verlenden, J., Arora, P. G., Nastasi, B., Braun, L., & Smith, R. (2020). Using child rights education to infuse a social justice framework into universal programming. School Psychology International, 41(1), 13–36. https://doi.org/10.1177/0143034319894363

    Nematizadeh, S., & Cao, Y. K. (2024). Investigating willingness to communicate in synchronous group discussion tasks: one step closer towards authentic communication. IRAL - International Review of Applied Linguistics in Language Teaching, 62(4), 1587–1617. https://doi.org/10.1515/iral-2022-0092

    Ostovar-Namaghi, S. A., Morady Moghaddam, M., & Rad, E. (2024). The effect of interactive games on English language learners’ reading comprehension and attitudes. Asia Pacific Education Review, 25(2), 399–409. https://doi.org/10.1007/s12564-023-09883-9

    Parhi, S. (2024). Understanding Electronic Media, Mediation, and Behavioural Biases: A Revisit of Human Behaviour and Meditation. In Rethinking Media Studies: Media, Meditation and Communication (pp. 367–380). https://doi.org/10.4324/9781032632667-28

    Park, Y. (2018). How do specialist teachers practice safety lessons? Exploring the aspects of physical education safety lessons in elementary schools. International Electronic Journal of Elementary Education, 10(4), 457–461. https://doi.org/10.26822/iejee.2018438136

    Perkins, H., Benedict, B., Rohde, J., Godwin, A., Washington, M., & Castillo, A. L. (2021). Understanding How Family Influences and Support Students’ Certainty of Engineering Major. Proceedings - Frontiers in Education Conference, FIE, 2021-Octob. https://doi.org/10.1109/FIE49875.2021.9637191

    Qablan, A., Alkaabi, A., Aljanahi, M., & Almaamari, S. (2024). Inquiry-Based Learning: Encouraging Exploration and Curiosity in the Classroom. In Cutting-Edge Innovations in Teaching, Leadership, Technology, and Assessment (pp. 1–12). https://doi.org/10.4018/979-8-3693-0880-6.ch001

    Rahmah, A. (2015). Digital Literacy Learning System for Indonesian Citizen. Procedia Computer Science, 72, 94–101. https://doi.org/10.1016/j.procs.2015.12.109

    Rapaport, W. J. (2018). William Perry’s Scheme of Intellectual and Ethical Development.

    Reuter, J., Mello, G., Dias, M. F., & Amorim, M. (2022). Developing environmental awareness competencies through a sensorial escape room. ICERI2022 Proceedings, 6357–6365. https://doi.org/10.21125/iceri.2022.1586

    Rohayati, R., Syihabuddin, S., Anshori, D., & Sastromiharjo, A. (2023). Effectiveness of Epistemic Beliefs and Scientific Argument to Improve Learning Process Quality. International Journal of Instruction, 16(2), 493–510. https://doi.org/10.29333/iji.2023.16227a

    Rott, B. (2021). Inductive and deductive justification of knowledge: epistemological beliefs and critical thinking at the beginning of studying mathematics. Educational Studies in Mathematics, 106(1), 117–132. https://doi.org/10.1007/s10649-020-10004-1

    Rudloff, J. P., & Appel, M. (2022). When Truthiness Trumps Truth: Epistemic Beliefs Predict the Accurate Discernment of Fake News. Journal of Applied Research in Memory and Cognition. https://doi.org/10.1037/mac0000070

    Rudloff, J. P., Hutmacher, F., & Appel, M. (2023). Post-truth epistemic beliefs rooted in the Dark Factor of Personality are associated with higher COVID-19 vaccination refusal. Scientific Reports, 13(1). https://doi.org/10.1038/s41598-023-31079-9

    Sablić, M., Mirosavljević, A., & Škugor, A. (2021). Video-Based Learning (VBL)—Past, Present and Future: an Overview of the Research Published from 2008 to 2019. Technology, Knowledge and Learning, 26(4), 1061–1077. https://doi.org/10.1007/s10758-020-09455-5

    Sarwanto, S., Fajari, L. E. W., & Chumdari, C. (2021). Critical thinking skills and their impacts on elementary school students. Malaysian Journal of Learning and Instruction, 18(2), 161–187. https://doi.org/10.32890/mjli2021.18.2.6

    Schiefer, J., Golle, J., Tibus, M., Herbein, E., Gindele, V., Trautwein, U., & Oschatz, K. (2020). Effects of an extracurricular science intervention on elementary school children’s epistemic beliefs: A randomized controlled trial. British Journal of Educational Psychology, 90(2), 382–402. https://doi.org/10.1111/bjep.12301

    Schilhab, T. (2021). Nature Experiences in Science Education in School: Review Featuring Learning Gains, Investments, and Costs in View of Embodied Cognition. Frontiers in Education, 6. https://doi.org/10.3389/feduc.2021.739408

    Sengul, O. (2024). Epistemological beliefs and classroom practices of experienced physics teachers: are they related? Frontiers in Education, 9. https://doi.org/10.3389/feduc.2024.1362426

    Serrano, D. M., Crone, T., & Williams, P. S. (2023). Exploring the Role of Multiplist Epistemic Beliefs on COVID-19 Conspiracies and Prevention Among Undergraduates. Science and Education. https://doi.org/10.1007/s11191-023-00447-2

    Silseth, K. (2018). Students’ everyday knowledge and experiences as resources in educational dialogues. Instructional Science, 46(2), 291–313. https://doi.org/10.1007/s11251-017-9429-x

    Sizoo, E. M., Monnier, A. A., Bloemen, M., Hertogh, C. M. P. M., & Smalbrugge, M. (2020). Dilemmas With Restrictive Visiting Policies in Dutch Nursing Homes During the COVID-19 Pandemic: A Qualitative Analysis of an Open-Ended Questionnaire With Elderly Care Physicians. Journal of the American Medical Directors Association, 21(12), 1774-1781.e2. https://doi.org/https://doi.org/10.1016/j.jamda.2020.10.024

    Smith, R., Snow, P., Serry, T., & Hammond, L. (2021). The Role of Background Knowledge in Reading Comprehension: A Critical Review. Reading Psychology, 42(3), 214–240. https://doi.org/10.1080/02702711.2021.1888348

    Soleimani, N. (2020). ELT teachers’ epistemological beliefs and dominant teaching style: a mixed method research. Asian-Pacific Journal of Second and Foreign Language Education, 5(1), 12. https://doi.org/10.1186/s40862-020-00094-y

    Suyatna, A., Distrik, I. W., Herlina, K., Suyanto, E., & Haryaningtias, D. (2018). Developing interactive e-book of relativity theory to optimize self-directed learning and critical thinking skills. AIP Conference Proceedings, 2014(1), 20065. https://doi.org/10.1063/1.5054469

    Syarifuddin, S., Tahir, A., Abidin, K., & Syarifuddin, F. (2024). School and Family Partnerships: Contribution of Transformational Teachers in Implementing the Autonomous Learning Curriculum Educational Institutions in Bone, Indonesia. Samarah, 8(3), 1476–1502. https://doi.org/10.22373/sjhk.v8i3.22584

    Ugalde, L., Santiago-Garabieta, M., Villarejo-Carballido, B., & Puigvert, L. (2021). Impact of Interactive Learning Environments on Learning and Cognitive Development of Children With Special Educational Needs: A Literature Review. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.674033

    Urhahne, D., & Kremer, K. (2023). Specificity of epistemic beliefs across school subject domains. Educational Psychology, 43(2–3), 99–118. https://doi.org/10.1080/01443410.2023.2179605

    Usman, M., Hermansyah, S., Said, S., Febrianti, D., & Rizal, A. (2024). Holistic Learning Models in Remote Areas: Enhancing Student Motivation through Local Wisdom, Parental Collaboration, Teacher Capacity, and Government Support. Journal of Ecohumanism, 3(7), 4548–4561. https://doi.org/10.62754/joe.v3i7.4565

    Varlamova, V. N., & Aleksandrova, D. S. (2022). Developing Cognitive Competence in Students of Non-linguistic Specialties in the Course of Working with Social Media Neologisms. In A. Z. (Ed.), Lecture Notes in Networks and Systems: Vol. 499 LNNS (pp. 253–261). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-11435-9_27

    Wang, Y.-C., Lin, C.-H., Liu, Y.-H., & Chang, T.-J. (2022). The Influence Experience of Family Strengths on Adolescent’s Career Purpose Development. Bulletin of Educational Psychology, 54(1), 1–26. https://doi.org/10.6251/BEP.202209_54(1).0001

    Watson, A., Timperio, A., Brown, H., Best, K., & Hesketh, K. D. (2017). Effect of classroom-based physical activity interventions on academic and physical activity outcomes: a systematic review and meta-analysis. International Journal of Behavioral Nutrition and Physical Activity, 14(1), 114. https://doi.org/10.1186/s12966-017-0569-9

    Weinstock, M., Israel, V., Cohen, H. F., Tabak, I., & Harari, Y. (2020). Young Schoolchildren’s Epistemic Development: A Longitudinal Qualitative Study . In Frontiers in Psychology (Vol. 11).

    Wester, J. S. (2021). Students’ Possibilities to Learn From Group Discussions Integrated in Whole-class Teaching in Mathematics. Scandinavian Journal of Educational Research, 65(6), 1020–1036. https://doi.org/10.1080/00313831.2020.1788148

    Williams-Johnson, M., & Gonzalez-DeHass, A. R. (2022). Parental role construction leading to parental involvement in culturally distinct communities. Educational Psychologist, 57(4), 231–237. https://doi.org/10.1080/00461520.2022.2131554

    Winberg, T. M., Hofverberg, A., & Lindfors, M. (2019). Relationships between epistemic beliefs and achievement goals: developmental trends over grades 5–11. European Journal of Psychology of Education, 34(2), 295–315. https://doi.org/10.1007/s10212-018-0391-z

    Yang, F.-Y., Bhagat, K. K., & Cheng, C.-H. (2019). Associations of epistemic beliefs in science and scientific reasoning in university students from Taiwan and India. International Journal of Science Education, 41(10), 1347–1365. https://doi.org/10.1080/09500693.2019.1606960

    Yani, A., Amin, M., Rohman, F., Suarsini, E., & Rijal, M. (2021). Pre-service biology teacher’s perception on local environment problems as contextual learning resources. International Journal of Evaluation and Research in Education, 10(3), 768–780. https://doi.org/10.11591/ijere.v10i3.21091

    Yi-Ming Kao, G., Yeh, H.-C., Su, S.-W., Chiang, X.-Z., & Sun, C.-T. (2025). Advancing a Practical Inquiry Model with multi-perspective role-playing to foster critical thinking behavior in e-book reading. Computers & Education, 225, 105185. https://doi.org/https://doi.org/10.1016/j.compedu.2024.105185

    Yough, M., Tan, D., Fedesco, H. N., & Cho, H. J. (2023). Learning of assessment in teacher education: the role of epistemic beliefs. Educational and Developmental Psychologist, 40(2), 151–160. https://doi.org/10.1080/20590776.2022.2121160

    Zhai, J., & Yan, X. (2022). Epistemic analysis of high school science teachers’ class talks. Journal of Education for Teaching, 48(2), 259–262. https://doi.org/10.1080/02607476.2021.2004075

  1. Andriaputra, A. R., Resmana, D. B. P., Marzuki, N., & Rangkuti, A. H. (2022). Development of E-Learning Applications to Support Student Learning. Proceedings - 4th International Conference on Informatics, Multimedia, Cyber and Information System, ICIMCIS 2022, 49–54. https://doi.org/10.1109/ICIMCIS56303.2022.10017697
  2. Anwas, E. O. M., Afriansyah, A., Iftitah, K. N., Firdaus, W., Sugiarti, Y., Sopandi, E., & Hediana, D. (2022). Students’ Literacy Skills and Quality of Textbooks in Indonesian Elementary Schools. International Journal of Language Education, 6(3), 233–244. https://doi.org/10.26858/ijole.v6i3.32756
  3. Barker, D. (2011). Perry’s Model of Cognitive Development during the College Years.
  4. Barzilai, S., & Eshet-Alkalai, Y. (2015). The role of epistemic perspectives in comprehension of multiple author viewpoints. Learning and Instruction, 36, 86–103. https://doi.org/10.1016/j.learninstruc.2014.12.003
  5. Bennett, D. G. (2014). Scientific method and human dignity in the balance. Pertanika Journal of Social Sciences and Humanities, 22(March), 139–147.
  6. Bettencourt, B., Manzi Muneza, A. R., Green, M., Anguiano, S., Fails, J. A., Kennington, C., Wright, K. L., & Pera, M. S. (2023). “Who are you?”: Identifying Young Users from a Single Search Query. UMAP 2023 - Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 305–310. https://doi.org/10.1145/3563359.3596992
  7. Bismark, M., Smallwood, N., Jain, R., & Willis, K. (2022). Thoughts of suicide or self-harm among healthcare workers during the COVID-19 pandemic: qualitative analysis of open-ended survey responses. BJPsych Open, 8(4), e113. https://doi.org/DOI: 10.1192/bjo.2022.509
  8. Bläsing, B. E., Coogan, J., Biondi, J., & Schack, T. (2018). Watching or Listening: How Visual and Verbal Information Contribute to Learning a Complex Dance Phrase. Frontiers in Psychology, 9. https://doi.org/10.3389/fpsyg.2018.02371
  9. Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa
  10. Cerovac, M., & Keane, T. (2024). Early insights into Piaget’s cognitive development model through the lens of the Technologies curriculum. International Journal of Technology and Design Education. https://doi.org/10.1007/s10798-024-09906-5
  11. Chai, C. S., Lin, P.-Y., King, R. B., & Jong, M. S.-Y. (2021). Intrinsic Motivation and Sophisticated Epistemic Beliefs Are Promising Pathways to Science Achievement: Evidence From High Achieving Regions in the East and the West. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.581193
  12. Cobern, W. W., Adams, B. A. J., Pleasants, B. A.-S., Bentley, A., & Kagumba, R. (2022). Do We Have a Trust Problem? Exploring Undergraduate Student Views on the Tentativeness and Trustworthiness of Science. Science & Education, 31(5), 1209–1238. https://doi.org/10.1007/s11191-021-00292-1
  13. Cui, R., & Teo, P. (2023). Thinking through talk: Using dialogue to develop students’ critical thinking. Teaching and Teacher Education, 125, 104068. https://doi.org/https://doi.org/10.1016/j.tate.2023.104068
  14. De Felice, S., Hamilton, A. F. de C., Ponari, M., & Vigliocco, G. (2022). Learning from others is good, with others is better: the role of social interaction in human acquisition of new knowledge. Philosophical Transactions of the Royal Society B: Biological Sciences, 378(1870), 20210357. https://doi.org/10.1098/rstb.2021.0357
  15. Dwidarti, F., & Prabowo, M. (2025). Multimedia-based dance learning in elementary school. Journal of Education and Learning, 19(1), 515–521. https://doi.org/10.11591/edulearn.v19i1.21795
  16. Ford, M. J. (2012). A Dialogic Account of Sense-Making in Scientific Argumentation and Reasoning. Cognition and Instruction, 30(3), 207–245. https://doi.org/10.1080/07370008.2012.689383
  17. Fries, L., Son, J. Y., Givvin, K. B., & Stigler, J. W. (2021). Practicing Connections: A Framework to Guide Instructional Design for Developing Understanding in Complex Domains. Educational Psychology Review, 33(2), 739–762. https://doi.org/10.1007/s10648-020-09561-x
  18. Furberg, A., & Silseth, K. (2022). Invoking student resources in whole-class conversations in science education: A sociocultural perspective. Journal of the Learning Sciences, 31(2), 278–316. https://doi.org/10.1080/10508406.2021.1954521
  19. Grant, A., & Pittaway, S. (2024). An introduction to a Pedagogy of Kindness. In Enacting a Pedagogy of Kindness: A Guide for Practitioners in Higher Education (pp. 1–7). https://doi.org/10.4324/9781003364887-1
  20. Greene, J. A., Cartiff, B. M., & Duke, R. F. (2018). A meta-analytic review of the relationship between epistemic cognition and academic achievement. Journal of Educational Psychology, 110(8), 1084–1111. https://doi.org/10.1037/edu0000263
  21. Hadianto, D., S. Damaianti, V., Mulyati, Y., & Sastromiharjo, A. (2022). Effectiveness of Literacy Teaching Design Integrating Local Culture Discourse and Activities to Enhance Reading Skills. Cogent Education, 9(1). https://doi.org/10.1080/2331186X.2021.2016040
  22. Hofer, B. K., & Pintrich, P. R. (1997). The development of epistemological theories: Beliefs about knowledge and knowing and their relation to learning. Review of Educational Research, 67(1), 88–140. https://doi.org/10.3102/00346543067001088
  23. Horvat, S. M., & Bognar, B. (2024). Achieving Essential Changes in the Elementary Teaching of Mathematics. Mathematics Teaching-Research Journal, 16(5), 40–65.
  24. Jang, M. (2024). AI Literacy and Intention to Use Text-Based GenAI for Learning: The Case of Business Students in Korea. Informatics, 11(3). https://doi.org/10.3390/informatics11030054
  25. Jasim, W. M. (2022). Knowledge assessment of medical students’ college regarding the suitability of e-learning application in medical education. Medical Journal of Babylon, 19(3), 422–426. https://doi.org/10.4103/MJBL.MJBL_56_22
  26. Jones, S. R., Torres, V., & Arminio, J. (2013). Negotiating the complexities of qualitative research in higher education: Fundamental elements and issues (2nd ed.). New York, NY: Routledge. https://doi.org/10.4324/9780203123836
  27. Kivimäki, V. (2023). Structured learning diary and epistemic beliefs predict academic achievement in higher education. Frontiers in Education, 8. https://doi.org/10.3389/feduc.2023.1153618
  28. Krist, C., Schwarz, C. V, & Reiser, B. J. (2019). Identifying Essential Epistemic Heuristics for Guiding Mechanistic Reasoning in Science Learning. Journal of the Learning Sciences, 28(2), 160–205. https://doi.org/10.1080/10508406.2018.1510404
  29. Kruse, J., Voss, S., Easter, J., Kent-Schneider, I., Menke, L., Owens, D., Roberts, K., & Woodward, L. (2024). Preparing students for the modern information landscape and navigating science–technology–society issues. Journal of Research in Science Teaching. https://doi.org/10.1002/tea.21972
  30. Lan, M., & Huang, Q. (2023). Clustering digital learning pathway preferences from the perspectives of epistemic justification on self-regulated learning, social presence, and resources. Heliyon, 9(9). https://doi.org/10.1016/j.heliyon.2023.e20038
  31. Lee-Hammond, L., & McConney, A. (2017). The impact of village-based kindergarten on early literacy, numeracy, and school attendance in Solomon Islands. European Early Childhood Education Research Journal, 25(4), 541–560. https://doi.org/10.1080/1350293X.2016.1155256
  32. Lee, H.-C., & Liu, W.-H. (2025). Implementing the Slow Fish curriculum for SDGs: Strategies, challenges, and policy suggestions through a case study. Marine Policy, 173. https://doi.org/10.1016/j.marpol.2024.106538
  33. Liang, Y., Ren, L., Wei, C., & Shi, Y. (2023). The Influence of Internet-Specific Epistemic Beliefs on Academic Achievement in an Online Collaborative Learning Context for College Students. Sustainability (Switzerland), 15(11). https://doi.org/10.3390/su15118938
  34. Lima, N. W., & Nascimento, M. M. (2022). Not Only Why but Also How to Trust Science: Reshaping Science Education Based on Science Studies for a Better Post-pandemic World. Science and Education, 31(5), 1363–1382. https://doi.org/10.1007/s11191-021-00303-1
  35. Lin, T.-J., & Tsai, C.-C. (2017). Developing instruments concerning scientific epistemic beliefs and goal orientations in learning science: a validation study. International Journal of Science Education, 39(17), 2382–2401. https://doi.org/10.1080/09500693.2017.1384593
  36. Lindfors, M., Winberg, M., & Bodin, M. (2019). The Role of Students’ Scientific Epistemic Beliefs in Computer-Simulated Problem Solving. Scandinavian Journal of Educational Research, 63(1), 124–144. https://doi.org/10.1080/00313831.2017.1324907
  37. Madjar, N., Weinstock, M., & Kaplan, A. (2017). Epistemic beliefs and achievement goal orientations: Relations between constructs versus personal profiles. The Journal of Educational Research, 110(1), 32–49. https://doi.org/10.1080/00220671.2015.1034353
  38. Marra, R. M., & Palmer, B. (2008). Epistemologies of the Sciences, Humanities, and Social Sciences: Liberal Arts Students’ Perceptions. The Journal of General Education, 57(2), 100–118. https://doi.org/10.1353/jge.0.0017
  39. Mason, L., Boscolo, P., Tornatora, M. C., & Ronconi, L. (2013). Besides knowledge: A cross-sectional study on the relations between epistemic beliefs, achievement goals, self-beliefs, and achievement in science. Instructional Science, 41(1), 49–79. https://doi.org/10.1007/s11251-012-9210-0
  40. McNeill, K. L., Marco-Bujosa, L. M., González-Howard, M., & Loper, S. (2018). Teachers’ enactments of curriculum: Fidelity to Procedure versus Fidelity to Goal for scientific argumentation. International Journal of Science Education, 40(12), 1455–1475. https://doi.org/10.1080/09500693.2018.1482508
  41. Muenks, K., Miele, D. B., Ramani, G. B., Stapleton, L. M., & Rowe, M. L. (2015). Parental beliefs about the fixedness of ability. Journal of Applied Developmental Psychology, 41, 78–89. https://doi.org/https://doi.org/10.1016/j.appdev.2015.08.002
  42. Naser, S. C., Verlenden, J., Arora, P. G., Nastasi, B., Braun, L., & Smith, R. (2020). Using child rights education to infuse a social justice framework into universal programming. School Psychology International, 41(1), 13–36. https://doi.org/10.1177/0143034319894363
  43. Nematizadeh, S., & Cao, Y. K. (2024). Investigating willingness to communicate in synchronous group discussion tasks: one step closer towards authentic communication. IRAL - International Review of Applied Linguistics in Language Teaching, 62(4), 1587–1617. https://doi.org/10.1515/iral-2022-0092
  44. Ostovar-Namaghi, S. A., Morady Moghaddam, M., & Rad, E. (2024). The effect of interactive games on English language learners’ reading comprehension and attitudes. Asia Pacific Education Review, 25(2), 399–409. https://doi.org/10.1007/s12564-023-09883-9
  45. Parhi, S. (2024). Understanding Electronic Media, Mediation, and Behavioural Biases: A Revisit of Human Behaviour and Meditation. In Rethinking Media Studies: Media, Meditation and Communication (pp. 367–380). https://doi.org/10.4324/9781032632667-28
  46. Park, Y. (2018). How do specialist teachers practice safety lessons? Exploring the aspects of physical education safety lessons in elementary schools. International Electronic Journal of Elementary Education, 10(4), 457–461. https://doi.org/10.26822/iejee.2018438136
  47. Perkins, H., Benedict, B., Rohde, J., Godwin, A., Washington, M., & Castillo, A. L. (2021). Understanding How Family Influences and Support Students’ Certainty of Engineering Major. Proceedings - Frontiers in Education Conference, FIE, 2021-Octob. https://doi.org/10.1109/FIE49875.2021.9637191
  48. Qablan, A., Alkaabi, A., Aljanahi, M., & Almaamari, S. (2024). Inquiry-Based Learning: Encouraging Exploration and Curiosity in the Classroom. In Cutting-Edge Innovations in Teaching, Leadership, Technology, and Assessment (pp. 1–12). https://doi.org/10.4018/979-8-3693-0880-6.ch001
  49. Rahmah, A. (2015). Digital Literacy Learning System for Indonesian Citizen. Procedia Computer Science, 72, 94–101. https://doi.org/10.1016/j.procs.2015.12.109
  50. Rapaport, W. J. (2018). William Perry’s Scheme of Intellectual and Ethical Development.
  51. Reuter, J., Mello, G., Dias, M. F., & Amorim, M. (2022). Developing environmental awareness competencies through a sensorial escape room. ICERI2022 Proceedings, 6357–6365. https://doi.org/10.21125/iceri.2022.1586
  52. Rohayati, R., Syihabuddin, S., Anshori, D., & Sastromiharjo, A. (2023). Effectiveness of Epistemic Beliefs and Scientific Argument to Improve Learning Process Quality. International Journal of Instruction, 16(2), 493–510. https://doi.org/10.29333/iji.2023.16227a
  53. Rott, B. (2021). Inductive and deductive justification of knowledge: epistemological beliefs and critical thinking at the beginning of studying mathematics. Educational Studies in Mathematics, 106(1), 117–132. https://doi.org/10.1007/s10649-020-10004-1
  54. Rudloff, J. P., & Appel, M. (2022). When Truthiness Trumps Truth: Epistemic Beliefs Predict the Accurate Discernment of Fake News. Journal of Applied Research in Memory and Cognition. https://doi.org/10.1037/mac0000070
  55. Rudloff, J. P., Hutmacher, F., & Appel, M. (2023). Post-truth epistemic beliefs rooted in the Dark Factor of Personality are associated with higher COVID-19 vaccination refusal. Scientific Reports, 13(1). https://doi.org/10.1038/s41598-023-31079-9
  56. Sablić, M., Mirosavljević, A., & Škugor, A. (2021). Video-Based Learning (VBL)—Past, Present and Future: an Overview of the Research Published from 2008 to 2019. Technology, Knowledge and Learning, 26(4), 1061–1077. https://doi.org/10.1007/s10758-020-09455-5
  57. Sarwanto, S., Fajari, L. E. W., & Chumdari, C. (2021). Critical thinking skills and their impacts on elementary school students. Malaysian Journal of Learning and Instruction, 18(2), 161–187. https://doi.org/10.32890/mjli2021.18.2.6
  58. Schiefer, J., Golle, J., Tibus, M., Herbein, E., Gindele, V., Trautwein, U., & Oschatz, K. (2020). Effects of an extracurricular science intervention on elementary school children’s epistemic beliefs: A randomized controlled trial. British Journal of Educational Psychology, 90(2), 382–402. https://doi.org/10.1111/bjep.12301
  59. Schilhab, T. (2021). Nature Experiences in Science Education in School: Review Featuring Learning Gains, Investments, and Costs in View of Embodied Cognition. Frontiers in Education, 6. https://doi.org/10.3389/feduc.2021.739408
  60. Sengul, O. (2024). Epistemological beliefs and classroom practices of experienced physics teachers: are they related? Frontiers in Education, 9. https://doi.org/10.3389/feduc.2024.1362426
  61. Serrano, D. M., Crone, T., & Williams, P. S. (2023). Exploring the Role of Multiplist Epistemic Beliefs on COVID-19 Conspiracies and Prevention Among Undergraduates. Science and Education. https://doi.org/10.1007/s11191-023-00447-2
  62. Silseth, K. (2018). Students’ everyday knowledge and experiences as resources in educational dialogues. Instructional Science, 46(2), 291–313. https://doi.org/10.1007/s11251-017-9429-x
  63. Sizoo, E. M., Monnier, A. A., Bloemen, M., Hertogh, C. M. P. M., & Smalbrugge, M. (2020). Dilemmas With Restrictive Visiting Policies in Dutch Nursing Homes During the COVID-19 Pandemic: A Qualitative Analysis of an Open-Ended Questionnaire With Elderly Care Physicians. Journal of the American Medical Directors Association, 21(12), 1774-1781.e2. https://doi.org/https://doi.org/10.1016/j.jamda.2020.10.024
  64. Smith, R., Snow, P., Serry, T., & Hammond, L. (2021). The Role of Background Knowledge in Reading Comprehension: A Critical Review. Reading Psychology, 42(3), 214–240. https://doi.org/10.1080/02702711.2021.1888348
  65. Soleimani, N. (2020). ELT teachers’ epistemological beliefs and dominant teaching style: a mixed method research. Asian-Pacific Journal of Second and Foreign Language Education, 5(1), 12. https://doi.org/10.1186/s40862-020-00094-y
  66. Suyatna, A., Distrik, I. W., Herlina, K., Suyanto, E., & Haryaningtias, D. (2018). Developing interactive e-book of relativity theory to optimize self-directed learning and critical thinking skills. AIP Conference Proceedings, 2014(1), 20065. https://doi.org/10.1063/1.5054469
  67. Syarifuddin, S., Tahir, A., Abidin, K., & Syarifuddin, F. (2024). School and Family Partnerships: Contribution of Transformational Teachers in Implementing the Autonomous Learning Curriculum Educational Institutions in Bone, Indonesia. Samarah, 8(3), 1476–1502. https://doi.org/10.22373/sjhk.v8i3.22584
  68. Ugalde, L., Santiago-Garabieta, M., Villarejo-Carballido, B., & Puigvert, L. (2021). Impact of Interactive Learning Environments on Learning and Cognitive Development of Children With Special Educational Needs: A Literature Review. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.674033
  69. Urhahne, D., & Kremer, K. (2023). Specificity of epistemic beliefs across school subject domains. Educational Psychology, 43(2–3), 99–118. https://doi.org/10.1080/01443410.2023.2179605
  70. Usman, M., Hermansyah, S., Said, S., Febrianti, D., & Rizal, A. (2024). Holistic Learning Models in Remote Areas: Enhancing Student Motivation through Local Wisdom, Parental Collaboration, Teacher Capacity, and Government Support. Journal of Ecohumanism, 3(7), 4548–4561. https://doi.org/10.62754/joe.v3i7.4565
  71. Varlamova, V. N., & Aleksandrova, D. S. (2022). Developing Cognitive Competence in Students of Non-linguistic Specialties in the Course of Working with Social Media Neologisms. In A. Z. (Ed.), Lecture Notes in Networks and Systems: Vol. 499 LNNS (pp. 253–261). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-11435-9_27
  72. Wang, Y.-C., Lin, C.-H., Liu, Y.-H., & Chang, T.-J. (2022). The Influence Experience of Family Strengths on Adolescent’s Career Purpose Development. Bulletin of Educational Psychology, 54(1), 1–26. https://doi.org/10.6251/BEP.202209_54(1).0001
  73. Watson, A., Timperio, A., Brown, H., Best, K., & Hesketh, K. D. (2017). Effect of classroom-based physical activity interventions on academic and physical activity outcomes: a systematic review and meta-analysis. International Journal of Behavioral Nutrition and Physical Activity, 14(1), 114. https://doi.org/10.1186/s12966-017-0569-9
  74. Weinstock, M., Israel, V., Cohen, H. F., Tabak, I., & Harari, Y. (2020). Young Schoolchildren’s Epistemic Development: A Longitudinal Qualitative Study . In Frontiers in Psychology (Vol. 11).
  75. Wester, J. S. (2021). Students’ Possibilities to Learn From Group Discussions Integrated in Whole-class Teaching in Mathematics. Scandinavian Journal of Educational Research, 65(6), 1020–1036. https://doi.org/10.1080/00313831.2020.1788148
  76. Williams-Johnson, M., & Gonzalez-DeHass, A. R. (2022). Parental role construction leading to parental involvement in culturally distinct communities. Educational Psychologist, 57(4), 231–237. https://doi.org/10.1080/00461520.2022.2131554
  77. Winberg, T. M., Hofverberg, A., & Lindfors, M. (2019). Relationships between epistemic beliefs and achievement goals: developmental trends over grades 5–11. European Journal of Psychology of Education, 34(2), 295–315. https://doi.org/10.1007/s10212-018-0391-z
  78. Yang, F.-Y., Bhagat, K. K., & Cheng, C.-H. (2019). Associations of epistemic beliefs in science and scientific reasoning in university students from Taiwan and India. International Journal of Science Education, 41(10), 1347–1365. https://doi.org/10.1080/09500693.2019.1606960
  79. Yani, A., Amin, M., Rohman, F., Suarsini, E., & Rijal, M. (2021). Pre-service biology teacher’s perception on local environment problems as contextual learning resources. International Journal of Evaluation and Research in Education, 10(3), 768–780. https://doi.org/10.11591/ijere.v10i3.21091
  80. Yi-Ming Kao, G., Yeh, H.-C., Su, S.-W., Chiang, X.-Z., & Sun, C.-T. (2025). Advancing a Practical Inquiry Model with multi-perspective role-playing to foster critical thinking behavior in e-book reading. Computers & Education, 225, 105185. https://doi.org/https://doi.org/10.1016/j.compedu.2024.105185
  81. Yough, M., Tan, D., Fedesco, H. N., & Cho, H. J. (2023). Learning of assessment in teacher education: the role of epistemic beliefs. Educational and Developmental Psychologist, 40(2), 151–160. https://doi.org/10.1080/20590776.2022.2121160
  82. Zhai, J., & Yan, X. (2022). Epistemic analysis of high school science teachers’ class talks. Journal of Education for Teaching, 48(2), 259–262. https://doi.org/10.1080/02607476.2021.2004075