AI-Scaffolded Participatory Reflection: Nurturing Elementary Students’ Civic Literacy and Responsible Character

Authors

  • Kusman Rukmana Universitas Pendidikan Indonesia
  • Regina Lichteria Panjaitan Universitas Pendidikan Indonesia
  • Yulianti Agustin Universitas Pendidikan Indonesia

DOI:

https://doi.org/10.58418/ijeqqr.v5i1.219

Keywords:

AI-Scaffolded Reflection, Generative AI Chatbots, Civic Literacy, Responsible Character, Primary Education, Sustainable Development Goals

Abstract

While traditional civic education often fails to bridge conceptual knowledge with active democratic behaviors, integrating Artificial Intelligence (AI) offers novel pathways for metacognitive scaffolding. This study evaluates the effectiveness of AI-scaffolded participatory reflection in nurturing primary school students' civic literacy and responsible character. Utilizing a quasi-experimental pretest-posttest control group design, the research involved fifth-grade students (N = 64) divided into an experimental group (n = 32) employing a generative AI chatbot to scaffold reflection and a control group (n = 32) undergoing conventional learning. Data from validated tests, questionnaires, observations, and interviews  were analyzed via ANCOVA to control initial variances. Inferential results demonstrated that the AI-scaffolded approach significantly outperformed conventional instruction in enhancing civic literacy (F(1, 61) = 39.56, p < 0.001, d = 1.21) and developing responsible character (F(1, 61) = 55.06, p < 0.001, d = 1.34). The experimental group achieved higher normalized gains, accelerating task completion and behavioral self-regulation. Qualitative insights confirmed that real-time AI feedback facilitated autonomous error correction while mitigating automation bias. Theoretically, this study contributes an empirical model merging AI-mediated metacognition with dialogic pedagogy, transitioning citizenship education from passive memorization to active character internalization. Pragmatically, it provides a scalable framework supporting United Nations’ Sustainable Development Goal (SDG) 4.

References

Álamo-Bolaños, A., Mulero-Henríquez, I., & Morata Sampaio, L. (2024). Childhood, Education, and Citizen Participation: A Systematic Review. Social Sciences, 13(8), 399. https://doi.org/10.3390/socsci13080399

Ali, A. S., Alemayehu, Y. A., Mersha, G. T., & Mengistie, B. M. (2026). Opportunities and barriers of artificial intelligence in transforming education in developing regions: a systematic scoping review. Discover Education, 5(1), 584. https://doi.org/10.1007/s44217-026-01816-z

Andreouli, E., Obradović, S., Young, K., Burton, T., & Hecht, A. (2026). Active Citizens and Passive Learning: A Qualitative Study of Students’ Perspectives on Citizenship Education Across England and Wales. Youth & Society, 58(1), 152–175. https://doi.org/10.1177/0044118X251377333

Anisa, P., Rahmi, R., Agustina, M., Azhari, M., & Yacob, H. H. (2026). Character Education from Thomas Lickona’s Perspective in Building Moral Intelligence in Primary Education. Journal of Education Research, 7(2), 322–327. https://doi.org/10.37985/jer.v7i2.3467

Arif, M., Abdurakhmonovich, Y. A., & Dorloh, S. (2023). Character Education in the 21st Century: The Relevance of Abdul Wahhab Ash Syarani’s and Thomas Lickona’s Concepts. Islamic Review: Jurnal Riset Dan Kajian Keislaman, 12(1), 35–58. https://doi.org/10.35878/islamicreview.v12i1.690

Badger, M., López, N., & Nissen, C. F. R. (2026). The Impact of GenAI Chatbots on Student Learning in Higher Education: A Literature Review. International Journal of Technology in Education, 9(1), 43–69. https://doi.org/10.46328/ijte.5111

Bai, J., Huang, K., & Bi, Y. (2026). The influence of teachers’ criticism styles on students’ intention to improve disruptive classroom behavior: A dual-mediation model of negative academic emotions and teacher-student relationship. Acta Psychologica, 264, 106455. https://doi.org/10.1016/j.actpsy.2026.106455

Chen, M.-K., Hsueh, C.-M., Chiang, W.-W., Chiu, K.-I., & Shih, Y.-H. (2025). Paulo Freire’s dialogic pedagogy and the democratization of pedagogy in Taiwan’s higher education: Challenges and possibilities. Edelweiss Applied Science and Technology, 9(5), 1264–1273. https://doi.org/10.55214/25768484.v9i5.7134

Davar, N. F., Dewan, M. A. A., & Zhang, X. (2025). AI Chatbots in Education: Challenges and Opportunities. Information, 16(3), 235. https://doi.org/10.3390/info16030235

Derrington, M. L., Saleh, A., & Murphy, M. (2026). Supporting Teacher Reflective Practice Through Instructional Supervision: A Qualitative Study. Education Sciences, 16(5), 726. https://doi.org/10.3390/educsci16050726

DiBerardino, N., & Stark, L. (2023). (Anti)-Intentional Harms: The Conceptual Pitfalls of Emotion AI in Education. 2023 ACM Conference on Fairness Accountability and Transparency, 1386–1395. https://doi.org/10.1145/3593013.3594088

Donbavand, S., & Hoskins, B. (2021). Citizenship Education for Political Engagement: A Systematic Review of Controlled Trials. Social Sciences, 10(5), 151. https://doi.org/10.3390/socsci10050151

Fitzgerald, J. C., Cohen, A. K., Maker Castro, E., & Pope, A. (2021). A Systematic Review of the Last Decade of Civic Education Research in the United States. Peabody Journal of Education, 96(3), 235–246. https://doi.org/10.1080/0161956X.2021.1942703

Greenberger, S. W., Anderson, P., Hogan, S., & Pasley, M. (2025). Ready for reflection: strategies to enhance open-mindedness in Deweyan reflective practice. Reflective Practice, 26(5), 633–644. https://doi.org/10.1080/14623943.2025.2494318

Greenberger, S. W., & Chavez, T. E. (2026). Judgments of practice: evaluating and deciding in Deweyan reflection. Reflective Practice, 1–11. https://doi.org/10.1080/14623943.2026.2632665

Guan, R., Raković, M., Chen, G., & Gašević, D. (2025). How educational chatbots support self-regulated learning? A systematic review of the literature. Education and Information Technologies, 30(4), 4493–4518. https://doi.org/10.1007/s10639-024-12881-y

Hee-Young, K., & Ji-Young, L. (2023). The influence of pre-service early childhood teachers’ civic awareness on their ability to teach democratic citizenship education: The mediating role of multicultural beliefs. International Journal of Advanced Culture Technology, 11(4), 131–140. https://doi.org/10.17703/IJACT.2023.11.4.131

Hill, J., & West, H. (2022). Dialogic Feed-Forward in Assessment: Pivotal to Learning but not Unproblematic. Teaching and Learning Inquiry, 10, 1–19. https://doi.org/10.20343/teachlearninqu.10.20

Hoehl, S., Krenn, B., & Vincze, M. (2024). Honest machines? A cross-disciplinary perspective on trustworthy technology for children. Frontiers in Developmental Psychology, 2, 1308881. https://doi.org/10.3389/fdpys.2024.1308881

Holst, J., Singer‐Brodowski, M., Brock, A., & de Haan, G. (2024). Monitoring SDG 4.7: Assessing Education for Sustainable Development in policies, curricula, training of educators and student assessment (input-indicator). Sustainable Development, 32(4), 3908–3923. https://doi.org/10.1002/sd.2865

Jerome, L., Hyder, F., Hilal, Y., & Kisby, B. (2024). A systematic literature review of research examining the impact of citizenship education on active citizenship outcomes. Review of Education, 12(2), e3472. https://doi.org/10.1002/rev3.3472

Jonas, A., De Jesús, A., & Hardy, J. (2025). Student Agency and Punishment Logics in Imagined Future Classroom Technologies. Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 1–13. https://doi.org/10.1145/3706598.3713169

Kleinheksel, A. J., Chen, W., Rudd, M. J., Drowos, J., Gupta, S., Minor, S., & Bailey, J. M. (2023). Putting reflection back into practice: Kolb’s theory of experiential learning as a theoretical framework for just-in-time faculty development. SN Social Sciences, 3(3), 59. https://doi.org/10.1007/s43545-023-00649-z

Krijnen, M. A., Wansink, B. G. J., van den Berg, Y. H. M., van Tartwijk, J., & Mainhard, T. (2024). Citizenship in the Elementary Classroom Through the Lens of Peer Relations. Educational Psychology Review, 36(1), 34. https://doi.org/10.1007/s10648-024-09870-5

Lee, J., Hicke, Y., Yu, R., Brooks, C., & Kizilcec, R. F. (2024). The life cycle of large language models in education: A framework for understanding sources of bias. British Journal of Educational Technology, 55(5), 1982–2002. https://doi.org/10.1111/bjet.13505

Lei, W., & Lei, Z. (2026). A systematic review of feedback literacy in higher education: concepts, measurement, and interventions. Assessment & Evaluation in Higher Education, 1–22. https://doi.org/10.1080/02602938.2026.2656285

Leite, S. (2022). Using the SDGs for global citizenship education: definitions, challenges, and opportunities. Globalisation, Societies and Education, 20(3), 401–413. https://doi.org/10.1080/14767724.2021.1882957

Li, C., Cui, H., & Hagedorn, L. S. (2026). The cognitive impact of ChatGPT in higher education: A systematic review of critical and creative thinking outcomes. Computers and Education: Artificial Intelligence, 10, 100571. https://doi.org/10.1016/j.caeai.2026.100571

Littenberg-Tobias, J. (2021). Teaching Citizens: What Can NAEP Civics Tell Us about Active Learning in Civics? Peabody Journal of Education, 96(3), 247–260. https://doi.org/10.1080/0161956X.2021.1942704

Luo, H., Li, G., Feng, Q., Yang, Y., & Zuo, M. (2021). Virtual reality in K‐12 and higher education: A systematic review of the literature from 2000 to 2019. Journal of Computer Assisted Learning, 37(3), 887–901. https://doi.org/10.1111/jcal.12538

Matjie, M. A., Nethavhani, A., & Matlakala, M. (2026). AI and the digital divide in education. Frontiers in Computer Science, 8, 1759027. https://doi.org/10.3389/fcomp.2026.1759027

McGuire, M. (2026). Feedback, reflection and psychological safety: rethinking assessment for student well-being in higher education. Assessment & Evaluation in Higher Education, 51(3), 532–556. https://doi.org/10.1080/02602938.2025.2548590

Morris, T. H. (2020). Experiential learning – a systematic review and revision of Kolb’s model. Interactive Learning Environments, 28(8), 1064–1077. https://doi.org/10.1080/10494820.2019.1570279

Ng, D. T. K., Tan, C. W., & Leung, J. K. L. (2024). Empowering student self-regulated learning and science education through ChatGPT: A pioneering pilot study. British Journal of Educational Technology, 55(4), 1328–1353. https://doi.org/10.1111/bjet.13454

Okonkwo, C. W., & Ade-Ibijola, A. (2021). Chatbots applications in education: A systematic review. Computers and Education: Artificial Intelligence, 2, 100033. https://doi.org/10.1016/j.caeai.2021.100033

Oogarah-Pratap, B., Bholoa, A., & Ramma, Y. (2025). Stage Theory of Cognitive Development—Jean Piaget. In B. Akpan & T. J. Kennedy (Eds.), Science Education in Theory and Practice: An Introductory Guide to Learning Theory (pp. 125–142). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-81351-1_8

Ortega-Ochoa, E., Quiroga Pérez, J., Arguedas, M., Daradoumis, T., & Marquès Puig, J. M. (2024). The effectiveness of empathic chatbot feedback for developing computer competencies, motivation, self-regulation, and metacognitive reasoning in online higher education. Internet of Things, 25, 101101. https://doi.org/10.1016/j.iot.2024.101101

Overholser, J. C., & Beale, E. (2023). The art and science behind socratic questioning and guided discovery: a research review. Psychotherapy Research, 33(7), 946–956. https://doi.org/10.1080/10503307.2023.2183154

Pietersen, D. (2022). Engaging Paulo Freire on deliberative democracy: Dialogical pedagogy, deliberation and inclusion in a transformative higher education online education space. Transformation in Higher Education, 7(0), a211. https://doi.org/10.4102/the.v7i0.211

Prabowo, C. D. (2024). Moral Values in Digital Learning: Applying Thomas Lickona’s Framework in Online Higher Education. Journal of Islamic Education Management Research, 2(2), 165–180. https://doi.org/10.14421/jiemr.2024.22-07

Puntambekar, S. (2022). Distributed Scaffolding: Scaffolding Students in Classroom Environments. Educational Psychology Review, 34(1), 451–472. https://doi.org/10.1007/s10648-021-09636-3

Raslan, G. (2024). The Impact of the Zone of Proximal Development Concept (Scaffolding) on the Students Problem Solving Skills and Learning Outcomes. In K. Al Marri, F. A. Mir, S. A. David, & M. Al-Emran (Eds.), BUiD Doctoral Research Conference 2023 (pp. 59–66). Springer Nature Switzerland.

Santamaría-Cárdaba, N., Gajardo-Espinoza, K., & Cáceres-Iglesias, J. (2024). Global Citizenship Education: A Systematic Review of Educational Research. Educational Process International Journal, 13(4), 115–131. https://doi.org/10.22521/edupij.2024.134.7

Sari, R. E., Ambiyar, Giatman, M., & Adri, M. (2025). Development of a Formative Assessment Model for the Pancasila Student Profile Strengthening Project for the Independent Curriculum. Jurnal Penelitian Pendidikan IPA, 11(1), 664–672. https://doi.org/10.29303/jppipa.v11i1.9665

Schmid, B., Bleijlevens, N., Mani, N., & Behne, T. (2024). The cognitive underpinnings and early development of children’s selective trust. Child Development, 95(4), 1315–1332. https://doi.org/10.1111/cdev.14073

Singh, K., & Mueller, J. (2021). Taking a nuanced view of the role of teacher feedback in the elementary classroom. Teachers and Teaching, 27(1–4), 95–115. https://doi.org/10.1080/13540602.2021.1933415

Sousa, D., & Moss, P. (2023). Towards democratic culture and political practice in early childhood education: The case for transformative change at a time of converging crisis. ETD - Educação Temática Digital, 25, e023067. https://doi.org/10.20396/etd.v25i00.8672067

Suo, X., Yin, B., Wang, W., & Guo, L. (2026). Exploring the Impact of Generative AI-Powered Conversational Agents on Student Learning: A Systematic Review and Meta-Analysis Grounded in Activity Theory. Journal of Educational Computing Research, 64(6), 1672–1702. https://doi.org/10.1177/07356331261433396

Tan, S. C., Tan, Y. Y., Teo, C. L., & Yuan, G. (2026). Teachers’ professional agency in learning with AI: A case study of a generative AI-based knowledge building learning companion for teachers. British Journal of Educational Technology, 57(4), 943–964. https://doi.org/10.1111/bjet.70013

Tian, X., & Tang, Y. (2025). From Awareness to Behavior: The Empirical Effects of Real Problem-Oriented Learning in Civic and Moral Education. Sage Open, 15(2), 21582440251338948. https://doi.org/10.1177/21582440251338948

Tran, M., Balasooriya, C., Semmler, C., & Rhee, J. (2025). Generative artificial intelligence: the ‘more knowledgeable other’ in a social constructivist framework of medical education. Npj Digital Medicine, 8(1), 430. https://doi.org/10.1038/s41746-025-01823-8

Utami, A. D., & Yus, A. (2025). Interpreting Vygotsky’s zone of proximal development in the context of children’s learning through play. Journal of Early Childhood Teacher Education, 1–14. https://doi.org/10.1080/10901027.2025.2591098

van Nooijen, C. C. A., de Koning, B. B., Bramer, W. M., Isahakyan, A., Asoodar, M., Kok, E., van Merrienboer, J. J. G., & Paas, F. (2024). A Cognitive Load Theory Approach to Understanding Expert Scaffolding of Visual Problem-Solving Tasks: A Scoping Review. Educational Psychology Review, 36(1), 12. https://doi.org/10.1007/s10648-024-09848-3

Van Orman, D. S. J., Gotch, C. M., & Carbonneau, K. J. (2025). Preparing Teacher Candidates to Assess for Learning: A Systematic Review. Review of Educational Research, 95(3), 427–463. https://doi.org/10.3102/00346543241233015

Vittorio, L. N., Murphy, S. T., Braun, J. D., & Strunk, D. R. (2022). Using Socratic Questioning to promote cognitive change and achieve depressive symptom reduction: Evidence of cognitive change as a mediator. Behaviour Research and Therapy, 150, 104035. https://doi.org/10.1016/j.brat.2022.104035

Wang, P., Chen, F., Wang, D., & Chen, G. (2025). Enhancing students’ dialogic reflection through classroom discourse visualisation. International Journal of Computer-Supported Collaborative Learning, 20(3), 293–315. https://doi.org/10.1007/s11412-024-09443-2

White, G., Dong, D., Campbell, D. E., & Lee, C. D. (2023). The Future of Civic Education: Implications for Research, Policy, and Practice. The ANNALS of the American Academy of Political and Social Science, 705(1), 249–257. https://doi.org/10.1177/00027162231193538

Yan, L., Sha, L., Zhao, L., Li, Y., Martinez‐Maldonado, R., Chen, G., Li, X., Jin, Y., & Gašević, D. (2024). Practical and ethical challenges of large language models in education: A systematic scoping review. British Journal of Educational Technology, 55(1), 90–112. https://doi.org/10.1111/bjet.13370

Yin, J., Zhu, Y., Goh, T.-T., Wu, W., & Hu, Y. (2024). Using Educational Chatbots with Metacognitive Feedback to Improve Science Learning. Applied Sciences, 14(20), 9345. https://doi.org/10.3390/app14209345

Yıldız, T. (2025). From Constructivism To Cultural Cognition: A Comparative Analysis Of Piaget, Vygotsky, And Tomasello’s Theories Of Cognitive Development. HUMANITAS - Uluslararası Sosyal Bilimler Dergisi, 13(25), 411–429. https://doi.org/10.20304/humanitas.1601228

Yu, R., & Yang, L. (2021). ESL/EFL Learners’ Responses to Teacher Written Feedback: Reviewing a Recent Decade of Empirical Studies. Frontiers in Psychology, 12, 735101. https://doi.org/10.3389/fpsyg.2021.735101

Zhang, H., Ge, S., & Mohd Saad, M. R. Bin. (2024). Formative assessment in K-12 English as a foreign language education: A systematic review. Heliyon, 10(10), e31367. https://doi.org/10.1016/j.heliyon.2024.e31367

Zhang, Q., Zhang, N., & Lu, C. (2026). How do pedagogical approaches affect the impact of chatbots on learning performance? A meta-analysis and research synthesis. Educational Research Review, 51, 100783. https://doi.org/10.1016/j.edurev.2026.100783

Downloads

Published

2026-07-31

How to Cite

Rukmana, K., Panjaitan, R. L., & Agustin, Y. (2026). AI-Scaffolded Participatory Reflection: Nurturing Elementary Students’ Civic Literacy and Responsible Character. International Journal of Educational Qualitative Quantitative Research, 5(1), 194–207. https://doi.org/10.58418/ijeqqr.v5i1.219

Issue

Section

Articles