Exploring problem-solving competence in Indonesian language learning: An EFA study using ecological image stimuli
DOI:
https://doi.org/10.21831/reid.v11i1.85466Keywords:
construct validity, problem solving, opinions, exploratory factor analysis (EFA)Abstract
The necessity of problem-solving skills has become a core competency that university students must possess, particularly through the appropriate and accurate use of the Indonesian language. This study aims to construct a theoretical framework of problem-solving abilities by analyzing the composition of opinion texts in Indonesian language learning. The research employs Polya’s theoretical approach, integrated with recent studies, and utilizes a quantitative methodology through Exploratory Factor Analysis (EFA). This method is used to examine the validity of the theoretical construction of problem-solving skills within the context of writing opinion texts in Indonesian language learning. The problem-solving theory derived from opinion-based learning was developed to produce a valid measurement instrument. The study began with the development of indicators drawn from various studies on problem-solving competencies. The resulting instrument consists of 19 items administered to students from both science and social studies tracks. A total of 298 first-semester students from Central Java participated in this study. The test reliability estimation yields a standardized alpha of 0.71. The findings include: (1) the adequacy of the sample was confirmed with a KMO-MSA value > 0.5, specifically 0.71, and a significance level of 0.001 on the Bartlett’s test; (2) all items were found to measure problem-solving skills, indicated by anti-image correlation values > 0.5; and (3) the study identified four dimensions of problem-solving skills based on opinion text analysis: initial problem identification, problem resolution, taking tangible action, and evaluation of implemented solutions solution reflection.
References
Adas, D., & Bakir, A. (2013). Writing difficulties and new solutions: Blended learning as an approach to improve writing abilities. International Journal of Humanities and Social Science, 3(9), 254–266. https://www.ijhssnet.com/journal/index/1819
Albaburrahim, A., & Amin, M. B. (2024). Analisis pendekatan ekologi dalam pembelajaran bahasa Indonesia di era digital. GHANCARAN: Jurnal Pendidikan Bahasa dan Sastra Indonesia, 671–683. https://doi.org/10.19105/ghancaran.vi.17930
Errington, A., & Bubna-Litic, D. (2015). Management by textbook: The role of textbooks in developing critical thinking. Journal of Management Education, 39(6), 774–800. https://doi.org/10.1177/1052562915594839
Fisher, A. (2011). Critical thinking: An introduction. Cambridge University Press.
Flavell, J. (1979). Theories of learning in educational psychology. American Psychologist, 34, 906–911.
Hambleton, R., & Patsula, L. (1998). Adapting tests for use in multiple languages and cultures. Social Indicators Research, 45, 153–171. https://doi.org/10.1023/A:1006941729637
Hartati, D., Kurniasih, K., & Karim, A. A. (2023). Kajian ekologi sastra dalam kumpulan cerpen tentang desir karya Gladhys Elliona. Jurnalistrendi: Jurnal Linguistik, Sastra dan Pendidikan, 8(1), 20–30. https://doi.org/10.51673/jurnalistrendi.v8i1.1471
Hayes, J. R., & Flower, L. S. (1980). Writing as problem solving. Visible Language, 14(4), 388-399. https://journals.uc.edu/index.php/vl/article/view/5308
Hayes, J. R., & Flower, L. S. (1986). Writing research and the writer. American Psychologist, 41(10), 1106. https://doi.org/10.1037/0003-066X.41.10.1106
Jefiza, I., Widodo, P., & Sudartinah, T. (2025). Muatan ekologi dalam bahan literasi sekolah dasar pada website Kemendikbud: Analisis korpus. Indonesian Language Education and Literature, 10(2), 270–292. https://doi.org/10.24235/ileal.v10i2.17701
King, F. J., Goodson, L., & Rohani, F. (1998). Higher order thinking skills: Definition, teaching strategies, assessment. Center for the Advancement of Learning and Assessment, Florida State University.
Lamberg, W. J. (1977). Major problems in doing academic writing. College Composition & Communication, 28(1), 26–29. https://doi.org/10.2307/356889
Lowyck, J., & Pöysä, J. (2001). Design of collaborative learning environments. Computers in Human Behavior, 17, 507–516. https://doi.org/10.1016/S0747-5632(01)00017-6
Lubezky, A., Dori, Y. J., & Zoller, U. (2004). HOCS-promoting assessment of student’s performance on environment-related undergraduate chemistry. Chemistry Education Research and Practice, 5(2), 175–184. https://doi.org/10.1039/B4RP90019G
Mualimin, M., & Pamungkas, R. (2024). Holistic higher-order thinking in solving environmental problems: A profile of Indonesian undergraduate students. Journal of Biological Education Indonesia (Jurnal Pendidikan Biologi Indonesia), 10(3), 804–812. https://doi.org/10.22219/jpbi.v10i3.36426
Olson, C. B. (1992). Thinking/writing: Fostering critical thinking through writing. Harper Collins Publisher.
Oradee, T. (2013). Developing speaking skills using three communicative activities (Discussion, problem-solving, and role-playing). International Journal of Social Science and Humanity, 2(6), 533-535. https://doi.org/10.7763/ijssh.2012.v2.164
Reed, M. S. (2008). Stakeholder participation for environmental management: A literature review. Biological Conservation, 141(10), 2417–2431. https://doi.org/10.1016/j.biocon.2008.07.014
Reina, L., & Clark, S. K. (2019). Teaching students to write opinion pieces using a dialogic approach. The Reading Teacher, 73(3), 357–361. https://doi.org/10.1002/trtr.1848
Ruddell, R. M. (2005). Teaching content reading and writing. Hermitage Publishing Services.
Samsiyah, N. (2024). Pembelajaran bahasa Indonesia bermuatan ecopedagogis untuk meningkatkan kecerdasan ekologis. GHANCARAN: Jurnal Pendidikan Bahasa dan Sastra Indonesia, 115–124. https://doi.org/10.19105/ghancaran.vi.17192
Santos-Trigo, M. (2024). Problem solving in mathematics education: Tracing its foundations and current research-practice trends. ZDM–Mathematics Education, 56(2), 211–222. https://doi.org/10.1007/s11858-024-01578-8
Saputri, N. D., Suwandi, S., & Wardani, N. E. (2025). Nilai kecerdasan ekologis dalam buku ajar bahasa Indonesia berbasis Kurikulum Merdeka di SMP Yogyakarta. Jurnal Genre (Bahasa, Sastra, dan Pembelajarannya), 7(1), 67–81. https://doi.org/10.26555/jg.v7i1.12341
Shi, Y., & Iordanou, K. (2025). A dialogic approach to enhancing argumentative writing from multiple texts. ECNU Review of Education, 8(2), 530-556. https://doi.org/10.1177/20965311241310884
Shokri, M. A., & Mousavi, K. (2024). Enhancing writing pedagogy: An exploration of metacognitive awareness raising strategies on creativity and critical thinking in writing courses. Bayan College International Journal of Multidisciplinary Research, 4(1), 11–42. http://www.bayancollegeijmr.com/index.php/ijmr/article/view/148
Snyder, L. G., & Snyder, M. J. (2008). Teaching critical thinking and problem solving skills. The Journal of Research in Business Education, 50(2), 90-99. https://hochbegabung.education/wp-content/uploads/2025/01/Optional-_Teaching-Critical-Thinking-and-Problem-Solving-Skills.pdf
Sudaryanto, M., Saddhono, K., Wahyono, H., Widiatmi, T., Ino, L., Hidayat, H., Wirajaya, A., Suhardi, I., Waluyo, B., & Pramono, P. (2019). Indonesian as a foreign language: Standard setting and materials development issues. 1st Workshop on Environmental Science, Society, and Technology, WESTECH, 178–184. https://doi.org/10.4108/eai.8-12-2018.2284065
Sudaryanto, M., Ulya, C., Rohmadi, M., & Wulansari, K. (2020). Learning trajectory: Reactions of prospective teachers looking for solutions to learning problems. B-SPACE 2019: Proceedings of the First Brawijaya International Conference on Social and Political Sciences, BSPACE, 26-28 November, 2019, Malang, East Java, Indonesia, 7. http://dx.doi.org/10.4108/eai.26-11-2019.2295220
Suwandi, S., Sudaryanto, M., Wardani, N. E., Zulianto, S., Ulya, C., & Setiyoningsih, T. (2021). Keterampilan berpikir tingkat tinggi dalam soal ujian nasional bahasa Indonesia. Jurnal Kependidikan: Penelitian Inovasi Pembelajaran, 5(1), 31-44. https://doi.org/10.21831/jk.v5i1.35457
Villamor, G. B., Palomo, I., Santiago, C. A. L., Oteros-Rozas, E., & Hill, J. (2014). Assessing stakeholders’ perceptions and values towards social-ecological systems using participatory methods. Ecological Processes, 3, 22. https://doi.org/10.1186/s13717-014-0022-9
White, E. M. (1994). Issues and problems in writing assessment. Assessing Writing, 1(1), 11–27. https://doi.org/10.1016/1075-2935(94)90003-5
Yuxian, J. (2025). Bridging the knowledge-skill gap: The role of large language model and critical thinking in education. Computers & Education, 235, 105357. https://doi.org/10.1016/j.compedu.2025.105357
Zitha, I., Lambani, M. N., & Bvuma, V. (2023). Register competence in academic writing: A case study of third-level English students at the University of Venda, Limpopo Province. Master's Thesis, University of Venda, South Africa. https://univendspace.univen.ac.za/server/api/core/bitstreams/095b4a1d-2bb2-4aae-a2db-2a886872c4c4/content
Zuber-Skerritt, O., & Knight, N. (1986). Problem definition and thesis writing: Workshops for the postgraduate student. Higher Education, 15(1), 89–103. https://www.jstor.org/stable/3446744
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