Kemampuan Berpikir Kausalitas dalam Pembelajaran Sejarah dan Implikasinya terhadap Pendidikan Berkualitas

Authors

  • Krismawarni Krismawarni Universitas Sebelas Maret
  • Akhmad Arif Musadad Universitas Sebelas Maret
  • Musa Pelu Universitas Sebelas Maret

DOI:

https://doi.org/10.29408/jhm.v12i2.34619

Keywords:

causal thinking, historical learning, historical thinking, quality education

Abstract

Quality education is a key pillar in achieving the Sustainable Development Goals (SDGs), particularly SDG 4, which emphasizes mastery of 21st-century competencies, such as critical thinking and causal reasoning. History learning plays a strategic role in the context of quality education because it is based on the concept of historical thinking skills, where causal thinking skills are a core component. However, history learning practices are often oriented towards memorizing facts and do not encourage an understanding of complex cause-and-effect relationships. This study aims to analyze and synthesize literature related to the role of history learning in developing causal thinking skills as a contribution to the realization of quality education (SDGs 4). The method used is a literature study (library research) by reviewing various scientific sources through database searches such as Scopus and Google Scholar. Data were analyzed qualitatively using content analysis techniques to identify concepts, learning strategies, and the implications of causal thinking skills for quality education. The results of the study indicate that causal thinking skills are essential higher-order thinking skills in learning and are relevant to 21st-century global competencies. Various history learning strategies to support causal thinking skills include a narrative dialogic approach, inquiry-based learning, diverse learning techniques, the use of collaborative concept maps, and technology integration in learning. These findings confirm that strengthening causal thinking contributes to the achievement of SDGs 4 in developing critical, reflective, and responsible students for sustainability. Theoretically, this study strengthens the position of history learning as a vehicle for developing higher-order thinking competencies, while practically providing implications for educators and curriculum developers to direct history learning from a fact-oriented orientation to strengthening causal thinking competencies.

References

Achugar, M., & Schleppegrell, M. J. (2005). Beyond connectors: The construction of cause in history textbooks. Linguistics and Education, 16(3), 298–318. https://doi.org/10.1016/j.linged.2006.02.003.

Bettencourt, S., Freitas, D. N., Lucas, C., Costa, S., & Caeiro, S. (2023). Marine litter education: From awareness to action. Marine Pollution Bulletin, 192, 114963. https://doi.org/10.1016/j.marpolbul.2023.114963.

Boeren, E. (2019). Understanding Sustainable Development Goal (SDG) 4 on “quality education” from micro, meso and macro perspectives. International Review of Education, 65(2), 277–294. https://doi.org/10.1007/s11159-019-09772-7.

BSKAP. (2022). Panduan Pembelajaran dan Asesmen Kurikulum 2013 Pendidikan Anak Usia Dini, Pendidikan Dasar, dan Menengah. Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi Republik Indonesia.

BSKAP. (2024). Kajian Akademik Kurikulum Merdeka. BSKAP.

Bullot, N. J., & Reber, R. (2025). The Intuitive Historian: An Inquiry Into the Philosophical Psychology of Intuitive Historical Thinking. Review of Philosophy and Psychology, 16. 1377-1399. https://doi.org/10.1007/s13164-025-00777-w.

Burbules, N. C., Fan, G., & Repp, P. (2020). Five trends of education and technology in a sustainable future. Geography and Sustainability, 1(2), 93–97. https://doi.org/10.1016/j.geosus.2020.05.001.

Chang, C.-C., Hsu, W.-C., Chang Chien, X., & Kuo, H.-C. (2025). Playing with the future past: Scaffolding Taiwanese high school students’ historical causal thinking through dialogic game-based learning. Thinking Skills and Creativity, 56, 101748. https://doi.org/10.1016/j.tsc.2024.101748.

Chang, C.-C., Wegerif, R., & Hennessy, S. (2023). Exploring dialogic education used to teach historical thinking within the cultural context of East Asia: A multiple-case study in Taiwanese classrooms. Learning, Culture and Social Interaction, 41, 100729. https://doi.org/10.1016/j.lcsi.2023.100729.

Chau, M., Arruzza, E., Spuur, K., & Ofori-Manteaw, B. (2025). From classroom to global impact: How radiography education advances the sustainable development goals. Radiography, 31(1), 224–230. https://doi.org/10.1016/j.radi.2024.11.015.

Chotibuddin, M., Zunaih, A. I., . M., & . N. (2025). Quality Education with Sustainable Development Goals (SDGs) No 4: Knowledge-based. Journal of Ecohumanism, 3(8). https://doi.org/10.62754/joe.v3i8.5676.

Crocco, M. S., & Marino, M. P. (2017). Promoting Inquiry-Oriented Teacher Preparation in Social Studies through the Use of Local History. The Journal of Social Studies Research, 41(1), 1–10. https://doi.org/10.1016/j.jssr.2015.11.001.

Ferrer-Estévez, M., & Chalmeta, R. (2021). Integrating Sustainable Development Goals in educational institutions. The International Journal of Management Education, 19(2), 100494. https://doi.org/10.1016/j.ijme.2021.100494.

Folayan, M. O., Coelho, E. M. R. de B., Ayouni, I., Nguweneza, A., Al-Batayneh, O. B., Daryanavard, H., Duangthip, D., Sun, I. G., Arheiam, A., Virtanen, J. I., Gaffar, B., El Tantawi, M., Schroth, R. J., & Feldens, C. A. (2024). Association between early childhood caries and parental education and the link to the sustainable development goal 4: a scoping review. BMC Oral Health, 24(1), 517. https://doi.org/10.1186/s12903-024-04291-w.

Gibson, L., Peck, C. L., Miles, J., & Duquette, C. (2025). Historical thinking: Trends, critiques, and future directions. Current Opinion in Psychology, 65, 102088. https://doi.org/10.1016/j.copsyc.2025.102088.

Goddu, M. K., & Gopnik, A. (2024). The development of human causal learning and reasoning. Nature Reviews Psychology, 3(5), 319–339. https://doi.org/10.1038/s44159-024-00300-5.

Gong, T., & Bramley, N. R. (2023). Continuous time causal structure induction with prevention and generation. Cognition, 240, 105530. https://doi.org/10.1016/j.cognition.2023.105530.

Kim, G. (2021). “Julius Caesar was the last emperor”: Students’ understanding of world history. Journal of Social Studies Research, 45(3), 195–210. https://doi.org/10.1016/j.jssr.2020.11.001.

Kwon, S., & Kang, H. (2025). Exploring the relationship between sustainability and human rights: ecological transition education and its relevance to students’ human rights in South Korean education. Asia Pacific Education Review, 26(3), 839–850. https://doi.org/10.1007/s12564-025-10070-1.

Lee, B. X., Kjaerulf, F., Turner, S., Cohen, L., Donnelly, P. D., Muggah, R., ... & Gilligan, J. (2016). Transforming our world: implementing the 2030 agenda through sustainable development goal indicators. Journal of public health policy, 37(Suppl 1), 13-31. https://doi.org/10.1057/s41271-016-0002-7.

López-Fernández, C., Tirado-Olivares, S., Mínguez-Pardo, R., & Cózar-Gutiérrez, R. (2023). Putting critical thinking at the center of history lessons in primary education through error- and historical thinking-based instruction. Thinking Skills and Creativity, 49, 101316. https://doi.org/10.1016/j.tsc.2023.101316.

Lorenzo, F. (2017). Historical literacy in bilingual settings: Cognitive academic language in CLIL history narratives. Linguistics and Education, 37, 32–41. https://doi.org/10.1016/j.linged.2016.11.002.

Lu, H.-F. (2021). Enhancing university student employability through practical experiential learning in the sport industry: An industry-academia cooperation case from Taiwan. Journal of Hospitality, Leisure, Sport & Tourism Education, 28, 100301. https://doi.org/10.1016/j.jhlste.2021.100301.

Lucero, M., Montanero, M., & van Boxtel, C. (2024). Semiempty collaborative concept mapping in history education: students’ engagement in historical reasoning and coconstruction. Instructional Science, 52(4), 557–581. https://doi.org/10.1007/s11251-024-09659-7.

Makinde, S. O., Sulyman, B. M., & Ibrahim, A. (2024). Beyond Borders: Leveraging Technology Sustainable Development Goals in Education. IJUE International Journal of Universal Education, 2(2), 90–100. https://doi.org/10.33084/ijue.v2i2.8586.

Meiwen, S., Ming, J., & Mengyu, L. (2025). Education, technology and high-quality economic development. International Review of Financial Analysis, 102, 104143. https://doi.org/10.1016/j.irfa.2025.104143.

Miki, Y., Kojiri, T., & Seta, K. (2015). “If Thinking” Support System for Training Historical Thinking. In Procedia Computer Science (Vol. 60, pp. 1542–1551). https://doi.org/10.1016/j.procs.2015.08.263.

Muñoz-Labraña, C., Martínez-Rodríguez, R., & Pinochet-Pinochet, S. (2025). Thinking Historically from a Controversial Present: Causes and Consequences of the Spanish-Mapuche Conflict According to the Students. Social and Education History, 14(2), 133–150. https://doi.org/10.17583/hse.16387.

Nordheim, L. V., Gundersen, M. W., Espehaug, B., Guttersrud, Ø., & Flottorp, S. (2016). Effects of School-Based Educational Interventions for Enhancing Adolescents Abilities in Critical Appraisal of Health Claims: A Systematic Review. PLOS ONE, 11(8), e0161485. https://doi.org/10.1371/journal.pone.0161485

Nur Fuadi, H., & Harmanto, H. (2024). Metode PjBL: Strategi Pengembangan Modul Ajar Berdiferensiasi untuk Meningkatkan Keaktifan dan Kreativitas Peserta didik Pada Mata Pelajaran Sejarah. Jurnal Pendidikan Madrasah, 9(1), 11–20. https://doi.org/10.14421/jpm.2024.11-20.

Ofianto, O., Aman, A., Ningsih, T. Z., & Abidin, N. F. (2022). The Development of Historical Thinking Assessment to Examine Students’ Skills in Analyzing the Causality of Historical Events. European Journal of Educational Research, volume-11(2), 609–619. https://doi.org/10.12973/eu-jer.11.2.609.

Oladipupo, P. O., Adeleke, M. A., & Popoola, B. I. (2025). The triple lens of inquiry: Unlocking the secrets to enhancing generic science skills of students in biology. Social Sciences & Humanities Open, 12, 102064. https://doi.org/10.1016/j.ssaho.2025.102064.

Ortiz-Hernández, M. L., Sánchez-Salinas, E., & Sánchez-Ortiz, T. (2024). Educating on sustainable development in Latin America. In Geoethics for the Future (pp. 359–368). Elsevier. https://doi.org/10.1016/B978-0-443-15654-0.00013-X.

Paik, J., Zhang, Y., & Pirolli, P. (2014). Counterfactual reasoning as a key for explaining adaptive behavior in a changing environment. Biologically Inspired Cognitive Architectures, 10, 24–29. https://doi.org/10.1016/j.bica.2014.11.004.

Rahmawati, B. F., Hadi, M. S., & Hubaidiyah, H. (2023). Citra Pembelajaran Sejarah dalam Persepsi Peserta didik. Jurnal Humanitas: Katalisator Perubahan dan Inovator Pendidikan, 9(1), 96–109. https://doi.org/10.29408/jhm.v9i1.7497.

Richland, L. E., & Zhao, H. (2026). Relational Reasoning and Educational Applications. Behavioral Sciences, 16(2), 210. https://doi.org/10.3390/bs16020210.

Rivero, P., Navarro-Neri, I., & Aso, B. (2022). Who Are the Protagonists of History? Exploratory Study on Historical Relevance after Completing Compulsory Secondary Education in Spain. Social Sciences, 11(4), 175. https://doi.org/10.3390/socsci11040175.

Rodríguez-Moneo, M., Carretero, M., & Gutiérrez-Cano, M. (2025). History education: Past, present, and challenges for the future. Current Opinion in Psychology, 67, 102188. https://doi.org/10.1016/j.copsyc.2025.102188.

Saiz, C., & Rivas, S. F. (2023). Critical Thinking, Formation, and Change. Journal of Intelligence, 11(12), 219. https://doi.org/10.3390/jintelligence11120219.

Seixas, P. (2017). Historical Consciousness and Historical Thinking. In Palgrave Handbook of Research in Historical Culture and Education (pp. 59–72). Palgrave Macmillan UK. https://doi.org/10.1057/978-1-137-52908-4_3.

Seixas, P., & Morton, T. (2013). The Big Six Historical Thinking Concepts. Nelson Education.

Sofyan, F. A. (2019). Implementasi HOTS pada Kurikulum 2013. INVENTA, 3(1), 1–9. https://doi.org/10.36456/inventa.3.1.a1803.

Sun, Y., Igou, E. R., & Kinsella, E. L. (2023). From Heroism Motivation to Civic Engagement: The Role of Self-Construals. Journal of Humanistic Psychology. https://doi.org/10.1177/00221678231177561.

Thornhill-Miller, B., Camarda, A., Mercier, M., Burkhardt, J.-M., Morisseau, T., Bourgeois-Bougrine, S., Vinchon, F., El Hayek, S., Augereau-Landais, M., Mourey, F., Feybesse, C., Sundquist, D., & Lubart, T. (2023). Creativity, Critical Thinking, Communication, and Collaboration: Assessment, Certification, and Promotion of 21st Century Skills for the Future of Work and Education. Journal of Intelligence, 11(3), 54. https://doi.org/10.3390/jintelligence11030054.

UNESCO. (2017). Education for Sustainable Development Goals: learning objectives. UNESCO. https://doi.org/10.54675/CGBA9153.

van Loon, K., & Waldis, M. (2024). Image interpretation scaffolds support adolescents’ historical reasoning. Learning and Instruction, 94, 101993. https://doi.org/10.1016/j.learninstruc.2024.101993.

Veytia Bucheli, M. G., Gómez Galán, J., Cáceres Mesa, M. L., & López Catalán, L. (2024). Digital technologies as enablers of universal design for learning: higher education students’ perceptions in the context of SDG4. Discover Sustainability, 5(1), 473. https://doi.org/10.1007/s43621-024-00699-0.

Wai-Kit, Hsu, F.-T., Chao, C.-F., & Chen, C.-L. (2023). Sustainable Competitive Advantage of Cultural Heritage Sites: Three Destinations in East Asia. Sustainability, 15(11), 8593. https://doi.org/10.3390/su15118593.

Wang, Y., Zhang, J., Yin, P., & Chang, X. (2025). Standard curriculum learning efficacy of Tibetan students: The interactive effect of multicultural environment and self-related factors. International Journal of Educational Research, 131. https://doi.org/10.1016/j.ijer.2025.102571.

Whitehouse, J. A. (2021). Teaching Historical Causation in a Global Culture. In Third International Handbook of Globalisation, Education and Policy Research (pp. 895–908). Springer International Publishing. https://doi.org/10.1007/978-3-030-66003-1_51.

Wineburg, S. (2001). Historical Thinking and Other Unnatural Acts: Charting the Future of Teaching the Past. Temple University Press.

Yoshida, K. (2024). Has the significance of Target 4.7 of the SDGs changed? A commentary focusing on the critical role of socio-emotional learning. International Journal of Educational Development, 104, 102944. https://doi.org/10.1016/j.ijedudev.2023.102944.

Žalėnienė, I., & Pereira, P. (2021). Higher Education For Sustainability: A Global Perspective. Geography and Sustainability, 2(2), 99–106. https://doi.org/10.1016/j.geosus.2021.05.001.

Zed, M. (2014). Metode penelitian kepustakaan. Yayasan Obor Indonesia.

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Published

2026-05-09

How to Cite

Krismawarni, K., Musadad, A. A., & Pelu, M. (2026). Kemampuan Berpikir Kausalitas dalam Pembelajaran Sejarah dan Implikasinya terhadap Pendidikan Berkualitas. Jurnal Humanitas: Katalisator Perubahan Dan Inovator Pendidikan, 12(2), 776–792. https://doi.org/10.29408/jhm.v12i2.34619

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