Representing cooperation and independence in Indonesian primary textbooks through transitivity and modality
Character values in language textbooks become pedagogically consequential through the roles and choices assigned to learners. This study examines how cooperation and independence are represented through transitivity and modality in six government-issued Indonesian primary student textbooks. An exploratory qualitative document analysis purposively selected eighteen instructional or narrative episodes across Grades I–VI. Clauses were interpreted within their surrounding tasks, with attention to participants, process types, obligation, permission, ability, and opportunities for meaningful and mindful learning. Four patterns emerged: cooperation as distributed action, participation negotiated through obligation and permission, independence supported by assistance and bounded choice, and reflection connecting action with personal judgment. Contrasting cases showed that a permission expression in a grammar exercise did not itself authorize learner choice, while early-grade reflection challenged a simple progression from elementary activity to upper-grade depth. The analysis suggests that character representation depends on how linguistic resources organize responsibility and reasoning, rather than on value labels alone. These findings identify textual affordances for deep learning; they do not establish classroom implementation, character development, or learning effects.
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Alejandro, A., & Zhao, L. (2024). Multi-method qualitative text and discourse analysis: A methodological framework. Qualitative Inquiry, 30(6), 461–473. https://doi.org/10.1177/10778004231184421
Bouwer, R., & van der Veen, C. (2024). Write, talk and rewrite: the effectiveness of a dialogic writing intervention in upper elementary education. Reading and Writing, 37, 1435–1456. https://doi.org/10.1007/s11145-023-10474-8
Bowen, G. A. (2009). Document analysis as a qualitative research method. Qualitative Research Journal, 9(2), 27–40. https://doi.org/10.3316/QRJ0902027
Brand, C., Hartmann, C., Loibl, K., & Rummel, N. (2023). Do students learn more from failing alone or in groups? Insights into the effects of collaborative versus individual problem solving in productive failure. Instructional Science, 51, 953–976. https://doi.org/10.1007/s11251-023-09619-7
Bransen, D., Govaerts, M. J. B., Panadero, E., Sluijsmans, D. M. A., & Driessen, E. W. (2022). Putting self-regulated learning in context: Integrating self-, co-, and socially shared regulation of learning. Medical Education, 56(1), 29–36. https://doi.org/10.1111/medu.14566
Brod, G., Kucirkova, N., Shepherd, J., Jolles, D., & Molenaar, I. (2023). Agency in Educational Technology: Interdisciplinary Perspectives and Implications for Learning Design. Educational Psychology Review, 35, Article 25. https://doi.org/10.1007/s10648-023-09749-x
Brown, M., McGrath, R. E., Bier, M. C., Johnson, K., & Berkowitz, M. W. (2023). A comprehensive meta-analysis of character education programs. Journal of Moral Education, 52(2), 119–138. https://doi.org/10.1080/03057240.2022.2060196
Brummer, L., de Boer, H., Mouw, J. M., & Strijbos, J.-W. (2024). A meta-analysis of the effects of context, content, and task factors of digitally delivered instructional feedback on learning performance. Learning Environments Research, 27, 453–476. https://doi.org/10.1007/s10984-024-09501-4
Cheng, S. (2024). A review of interpersonal metafunction studies in systemic functional linguistics (2012–2022). Journal of World Languages, 10(3), 623–667. https://doi.org/10.1515/jwl-2023-0026
Darong, H. C. (2024). An SFL perspective on EFL textbooks and its pedagogical implications in language teaching. XLinguae, 17(1), 94–106. https://doi.org/10.18355/XL.2024.17.01.07
Darong, H. C., & Niman, E. M. (2025). The intersection of psycholinguistics and systemic functional linguistics in textbooks. Psycholinguistics, 37(2), 96–110. https://doi.org/10.31470/2309-1797-2025-37-2-96-110
Darong, H. C., & Regus, M. (2024). Unpacking linguistic features in EFL textbooks using systemic functional linguistics: Transitivity, mood, and nominal group structure analysis. East European Journal of Psycholinguistics, 11(2), 8–32. https://doi.org/10.29038/eejpl.2024.11.2.dar
de Ruig, N. J., de Jong, P. F., & Zee, M. (2023). Stimulating elementary school students’ self-regulated learning through high-quality interactions and relationships: A narrative review. Educational Psychology Review, 35, Article 71. https://doi.org/10.1007/s10648-023-09795-5
Dignath, C., van Ewijk, R., Perels, F., & Fabriz, S. (2023). Let learners monitor the learning content and their learning behavior! A meta-analysis on the effectiveness of tools to foster monitoring. Educational Psychology Review, 35, Article 62. https://doi.org/10.1007/s10648-023-09718-4
Dörrenbächer-Ulrich, L., & Bregulla, M. (2024). The Relationship Between Self-Regulated Learning and Executive Functions—a Systematic Review. Educational Psychology Review, 36, Article 95. https://doi.org/10.1007/s10648-024-09932-8
Dörrenbächer-Ulrich, L., Dilhuit, S., & Perels, F. (2024). Investigating the relationship between self-regulated learning, metacognition, and executive functions by focusing on academic transition phases: a systematic review. Current Psychology, 43, 16045–16072. https://doi.org/10.1007/s12144-023-05551-8
Ebbes, R., Zee, M., Jansen, B. R. J., Koomen, H. M. Y., & Schuitema, J. A. (2026). The role of self-assessment in self-regulated learning in elementary education. Metacognition and Learning, 21, Article 36. https://doi.org/10.1007/s11409-026-09485-x
Eberhart, J., Ingendahl, F., & Bryce, D. (2025). Are metacognition interventions in young children effective? Evidence from a series of meta-analyses. Metacognition and Learning, 20, Article 7. https://doi.org/10.1007/s11409-024-09405-x
Elhusseini, S. A., Tischner, C. M., Aspiranti, K. B., & Fedewa, A. L. (2022). A quantitative review of the effects of self-regulation interventions on primary and secondary student academic achievement. Metacognition and Learning, 17, 1117–1139. https://doi.org/10.1007/s11409-022-09311-0
Elsner, S., & Großschedl, J. (2024). Can metacognitive accuracy be altered through prompting in biology text reading?. European Journal of Psychology of Education, 39, 1465–1483. https://doi.org/10.1007/s10212-023-00747-9
Engler, L., & Westphal, A. (2024). Teacher autonomy support counters declining trend in intrinsic reading motivation across secondary school. European Journal of Psychology of Education, 39, 4047–4065. https://doi.org/10.1007/s10212-024-00842-5
Evans, P., Vansteenkiste, M., Parker, P., Kingsford-Smith, A., & Zhou, S. (2024). Cognitive Load Theory and Its Relationships with Motivation: a Self-Determination Theory Perspective. Educational Psychology Review, 36, Article 7. https://doi.org/10.1007/s10648-023-09841-2
Fernández Ortube, A., Panadero, E., & Dignath, C. (2024). Self-Regulated Learning Interventions for Pre-service Teachers: a Systematic Review. Educational Psychology Review, 36, Article 113. https://doi.org/10.1007/s10648-024-09919-5
Gillies, R. M. (2016). Cooperative learning: Review of research and practice. Australian Journal of Teacher Education, 41(3), 39–54. https://doi.org/10.14221/ajte.2016v41n3.3
Goagoses, N., Suovuo, T., Winschiers-Theophilus, H., Suero Montero, C., Pope, N., Rötkönen, E., & Sutinen, E. (2024). A systematic review of social classroom climate in online and technology-enhanced learning environments in primary and secondary school. Education and Information Technologies, 29, 2009–2042. https://doi.org/10.1007/s10639-023-11705-9
Guo, L. (2022). Using metacognitive prompts to enhance self-regulated learning and learning outcomes: A meta-analysis of experimental studies in computer-based learning environments. Journal of Computer Assisted Learning, 38(3), 811–832. https://doi.org/10.1111/jcal.12650
Halliday, M. A. K., & Matthiessen, C. M. I. M. (2014). Halliday’s introduction to functional grammar. (4th ed.). Routledge. https://www.routledge.com/p/book/9781444146608
Hattie, J., & Timperley, H. (2007). The power of feedback. Review of Educational Research, 77(1), 81–112. https://doi.org/10.3102/003465430298487
Imelwaty, S., Gunawan, F., Kuraedah, S., Mardiana, W., Wardhana, D. E. C., & Boulahnane, S. (2024). Moral values in Indonesian primary school thematic textbooks: The marrying of language appraisal and moral foundation theories. Education 3-13, 52(5), 690–702. https://doi.org/10.1080/03004279.2022.2120771
Jahrir, A. S., Gultom, Y. W., Herman, H., Zabadi, F., Ngongo, M., Mamadiyarov, Z., Fatmawati, E., & Saputra, N. (2025). Investigating the elements of short commercial mineral water advertisement: A case on discourse analysis. Studies in Media and Communication, 13(4), 94–104. https://doi.org/10.11114/smc.v13i4.7813
Karlen, Y., & Hertel, S. (2024). Inspiring self-regulated learning in everyday classrooms: teachers’ professional competences and promotion of self-regulated learning. Unterrichtswissenschaft, 52, 1–13. https://doi.org/10.1007/s42010-024-00196-3
Kementerian Pendidikan Dasar dan Menengah (2025). Naskah akademik pembelajaran mendalam: Menuju pendidikan bermutu untuk semua. https://kurikulum.kemendikdasmen.go.id/file/1741963991_manage_file.pdf
Khuder, B., & Negretti, R. (2026). Collaborative writing regulation: a comparative case study of co-regulation and socially shared regulation in higher education. Higher Education, 91, 677–699. https://doi.org/10.1007/s10734-025-01437-9
Ko, S., & McConachy, T. (2026). Examining intercultural learning in Korean High School ‘English Conversation’ textbooks: The role of cultural representations and textbook activities. Language, Culture and Curriculum. Advance online publication. https://doi.org/10.1080/07908318.2026.2713050
Krebs, R., Rothstein, B., & Roelle, J. (2022). Rubrics enhance accuracy and reduce cognitive load in self-assessment. Metacognition and Learning, 17, 627–650. https://doi.org/10.1007/s11409-022-09302-1
Liu, Y. (2024). Neoliberal personhood as exception: A critical analysis of textbooks of China’s moral education. Journal of Moral Education, 53(2), 307–320. https://doi.org/10.1080/03057240.2023.2185596
Mazandarani, O. (2024). Self-regulated learning in ESL/EFL contexts: A methodological exploration. Humanities and Social Sciences Communications, 11, Article 1118. https://doi.org/10.1057/s41599-024-03617-x
Mejeh, M., Sarbach, L., & Hascher, T. (2024). Effects of adaptive feedback through a digital tool – a mixed-methods study on the course of self-regulated learning. Education and Information Technologies, 29, 1–43. https://doi.org/10.1007/s10639-024-12510-8
Mystakidis, S. (2021). Deep meaningful learning. Encyclopedia, 1(3), 988–997. https://doi.org/10.3390/encyclopedia1030075
Nensilanti, Jahrir, A. S., Saguni, S. S., Mahmudah, & Husain Subhan, A. Muh. F. (2025). Toxic talk and narrative power in virtual arenas: A pragmatic-narrative analysis of impoliteness in online game communication. Forum for Linguistic Studies, 7(6), 617–631. https://doi.org/10.30564/fls.v7i6.9945
OECD (2023). PISA 2022 results (Volume I and II)—Country notes: Indonesia. https://www.oecd.org/en/publications/pisa-2022-results-volume-i-and-ii-country-notes_ed6fbcc5-en/indonesia_c2e1ae0e-en.html
Olid-Luque, M., Ayllón-Salas, P., Arco-Tirado, J. L., & Fernández-Martín, F. D. (2025). Impact of self-regulated learning programs in primary education: A systematic review. Psychology in the Schools, 62(3), 734–755. https://doi.org/10.1002/pits.23352
Paavilainen, T., López-Pernas, S., Väisänen, S., Kontkanen, S., & Hirsto, L. (2025). Using Learning Analytics to Support Self-Regulated Learning in Primary Education – A Learning Design Perspective. Technology, Knowledge and Learning, 30, 1299–1319. https://doi.org/10.1007/s10758-024-09808-4
Panadero, E. (2017). A review of self-regulated learning: Six models and four directions for research. Frontiers in Psychology, 8, Article 422. https://doi.org/10.3389/fpsyg.2017.00422
Panadero, E., Jonsson, A., & Botella, J. (2017). Effects of self-assessment on self-regulated learning and self-efficacy: Four meta-analyses. Educational Research Review, 22, 74–98. https://doi.org/10.1016/j.edurev.2017.08.004
Panadero, E., Jonsson, A., Pinedo, L., & Fernández-Castilla, B. (2023). Effects of rubrics on academic performance, self-regulated learning, and self-efficacy: A meta-analytic review. Educational Psychology Review, 35, Article 113. https://doi.org/10.1007/s10648-023-09823-4
Patak, A. A., Tahir, M., & Jahrir, A. S. (2022). Exploring Mendeley-based thesis supervision model to avoid plagiarism. International Journal of Evaluation and Research in Education, 11(4), 2182–2191. https://doi.org/10.11591/ijere.v11i4.23295
Patzak, A., & Zhang, X. (2025). Blending Teacher Autonomy Support and Provision of Structure in the Classroom for Optimal Motivation: A Systematic Review and Meta-Analysis. Educational Psychology Review, 37, Article 17. https://doi.org/10.1007/s10648-025-09994-2
Prasse, D., Webb, M., Deschênes, M., Parent, S., Aeschlimann, F., Goda, Y., Yamada, M., & Raynault, A. (2024). Challenges in Promoting Self-Regulated Learning in Technology Supported Learning Environments: An Umbrella Review of Systematic Reviews and Meta-Analyses. Technology, Knowledge and Learning, 29, 1809–1830. https://doi.org/10.1007/s10758-024-09772-z
Pratiwi, Y., Andajani, K., Suyitno, I., Ismail, A., & Prastio, B. (2023). Representing and implementing moral values to foreign students in Indonesian textbooks for learners other than Indonesians. International Journal of Language Education, 7(1), 58–76. https://doi.org/10.26858/ijole.v1i1.36256
Priyana, J. (2019). Adapting learning materials to facilitate a balanced acquisition of language skills, values, and 21st century skills. Diksi, 27(2), 143–149. https://doi.org/10.21831/diksi.v27i2.29036
Qin, L., Jiang, W., & Derakhshan, A. (2026). Static and dynamic evaluation of ideological and political affordances in and beyond language learning and teaching materials: An ecological affordance theory perspective. The Modern Language Journal, 110(1), 188–209. https://doi.org/10.1111/modl.70027
Risager, K. (2023). Analysing culture in language learning materials. Language Teaching, 56(1), 1–21. https://doi.org/10.1017/S0261444822000143
Sharma, K., Nguyen, A., & Hong, Y. (2024). Self-regulation and shared regulation in collaborative learning in adaptive digital learning environments: A systematic review of empirical studies. British Journal of Educational Technology, 55, 1398–1436. https://doi.org/10.1111/bjet.13459
Silva, L., Mendes, A., Gomes, A., & Fortes, G. (2023). Fostering regulatory processes using computational scaffolding. International Journal of Computer-Supported Collaborative Learning, 18, 67–100. https://doi.org/10.1007/s11412-023-09388-y
Sulla, F., Monacis, D., & Limone, P. (2023). A systematic review of the role of teachers’ support in promoting socially shared regulatory strategies for learning. Frontiers in Psychology, 14, Article 1208012. https://doi.org/10.3389/fpsyg.2023.1208012
Taghizadeh Kerman, N., Banihashem, S. K., Karami, M., Er, E., van Ginkel, S., & Noroozi, O. (2024). Online peer feedback in higher education: A synthesis of the literature. Education and Information Technologies, 29, 763–813. https://doi.org/10.1007/s10639-023-12273-8
van de Pol, J., Volman, M., & Beishuizen, J. (2010). Scaffolding in teacher–student interaction: A decade of research. Educational Psychology Review, 22, 271–296. https://doi.org/10.1007/s10648-010-9127-6
Vettori, G., Casado Ledesma, L., Tesone, S., & Tarchi, C. (2024). Key language, cognitive and higher-order skills for L2 reading comprehension of expository texts in English as foreign language students: a systematic review. Reading and Writing, 37, 2481–2519. https://doi.org/10.1007/s11145-023-10479-3
Vite, A., Patall, E. A., & Chen, M. (2024). Relationships Between Experiences of Autonomy and Well(Ill)-Being for K-12 Youth: A Meta-Analysis. Educational Psychology Review, 36, Article 127. https://doi.org/10.1007/s10648-024-09967-x
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, 293–315. https://doi.org/10.1007/s11412-024-09443-2
Wardani, N. E., Suwandi, S., Ulya, C., & Setiyoningsih, T. (2025). Pancasila student profiles in digital textbooks for Indonesian language and literature in Merdeka Curriculum. Theory and Practice in Language Studies, 15(7), 2248–2259. https://doi.org/10.17507/tpls.1507.17
Warren, A. N., Ward, N. A., Yang, S., Unlu, G., & Mohamed, S. S. (2026). Where is learner agency in locally produced ELT textbooks?. ELT Journal, Article ccag024. https://doi.org/10.1093/elt/ccag024
Widodo, H., Wardhana, D. E. C., & Mislikhah, St. (2025). The representation of Islamic values in Indonesian language textbooks: A critical discourse analysis. Qualitative Research Journal. Advance online publication. https://doi.org/10.1108/QRJ-07-2025-0228
Yan, Z., Panadero, E., Wang, X., & Zhan, Y. (2023). A systematic review on students’ perceptions of self-assessment: Usefulness and factors influencing implementation. Educational Psychology Review, 35, Article 81. https://doi.org/10.1007/s10648-023-09799-1
Yigiter, M. S. (2026). Effects of self-assessment and peer assessment on motivation: two multilevel meta analysis with experimental studies. Current Psychology, 45, Article 185. https://doi.org/10.1007/s12144-025-08576-3
Yonata, F., Tambunan, A. R. S., Lubis, F. K., Mulyani, E. R., & Suwarno, S. (2024). Demystifying the cultural representations in international high school English textbooks: A social-semiotic approach and teachers’ views. Educational Research and Evaluation, 29(7–8), 399–421. https://doi.org/10.1080/13803611.2024.2358434
Zabolotna, K., Nøhr, L., Iwata, M., Spikol, D., Malmberg, J., & Järvenoja, H. (2025). How does collaborative task design shape collaborative knowledge construction and group-level regulation of learning? A study of secondary school students’ interactions in two varied tasks. International Journal of Computer-Supported Collaborative Learning, 20, 171–199. https://doi.org/10.1007/s11412-024-09442-3
Zhang, H., Li, R., Chen, X., & Yan, F. (2024). Cultural representation in foreign language textbooks: A scoping review from 2012 to 2022. Linguistics and Education, 83, Article 101331. https://doi.org/10.1016/j.linged.2024.101331
Žerak, U., Juriševič, M., & Pečjak, S. (2024). Parenting and teaching styles in relation to student characteristics and self-regulated learning. European Journal of Psychology of Education, 39, 1327–1351. https://doi.org/10.1007/s10212-023-00742-0
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