The Effectiveness of Geospatial Technology-Integrated Project-Based Learning Model on Students' Spatial Thinking Skills Across Different Learning Styles
DOI:
https://doi.org/10.21154/asanka.v7i1.12332Keywords:
Project-Based Learning, Geospatial Technology, Spatial Thinking Skills, Learning StylesAbstract
Spatial thinking is essential in geography learning for understanding human-space relationships, yet conventional instruction often fails to develop higher-order spatial reasoning. This study examines the effectiveness of a geospatially integrated Project-Based Learning (PjBL) model on students’ spatial thinking skills, while accounting for learning styles as a moderating variable. A quasi-experimental pretest-posttest control-group design was employed, involving 425 tenth-grade students from SMAN 1 Batu. Two purposively selected classes served as the experimental (geospatial PjBL using Google Earth) and control (lecture-based instruction) groups. Results showed that the geospatially integrated PjBL model significantly improved students' spatial thinking abilities (p < 0.001). The most substantial improvement occurred in the Tools of Representation dimension, followed by the Concepts of Space and the Cognitive Processes to Evaluate Spatiality dimensions. Moreover, students with kinesthetic and audio-visual learning styles showed greater improvement than those with purely auditory or visual preferences. These findings suggest that integrating geospatial technology into PjBL strengthens spatial visualization and cognitive processes through active, contextual experiences. This study contributes by integrating learning styles as a moderating variable into geospatial PjBL, an underexplored area.
References
Abidoye, F. O., Abidoye, A. A., & Olaide, M. S. (2023). The Effect of Biology Teaching Materials on the Academic Performance of Senior Secondary School Students in Ilorin West, Ilorin, Kwara State. International Journal of Educational Innovation and Research, 2(2), 142–150. https://doi.org/10.31949/ijeir.v2i2.4625
Alexandersen, L., Klemsdal, L., & Kjekshus, L. E. (2025). Bridging The Relevance Gap in Higher Education Via Project-Based Learning: The Significance of The Personal Experience of Learning from Conflict. Social Sciences and Humanities Open, 11. https://doi.org/10.1016/j.ssaho.2025.101451
Anderson, L. W., & Karithwell. (2001). A Taxonomy for Learning, Teaching, and Assessing PDF Scan to Download.
Buana, R. T., & Putra, A. K. (2023). Peningkatan Kemampuan Berpikir Spasial: Implementasi Model Problem-Based Learning melalui Pendekatan Self-Efficacy Berbantuan WebGIS Inarisk. Journal of Education Action Research, 7(3), 310–319. https://doi.org/10.23887/jear.v7i3.63881
Creswell, J. W., & Creswell, J. D. (2018). Fifth Edition Research Design (Qualitative, Quantitative, and Mixed Methods Approach) (Sage, Ed.; Fifth Edition).
Dimitrov, D. M., & Rumrill, P. D. (2003). Pretest-posttest Designs and Measurement of Change. In Work (Vol. 20, Number 2, pp. 159–165). IOS Press. https://doi.org/10.3233/wor-2003-00285
Fadjarajani, S., As’ari, R., & Putri, A. E. (2024). Model of Problem-Based Learning in Geography: Focusing on Societal Dynamics to Enhance Spatial Thinking Skills. E3S Web of Conferences, 600. https://doi.org/10.1051/e3sconf/202460002011
Fatimatuzzahro, F., Gayatri, R. W., & Tama, T. D. (2023). Spatial Analysis of the Distribution of COVID-19 Vulnerable Groups to COVID-19 Cases in Brebes Regency. Preventia: The Indonesian Journal of Public Health, 8(2), 1. https://doi.org/10.17977/um044v8i22023p1-13
Fernanda, B. N., Shodikin, A., & Susanah, S. (2024). Mathematics Literacy of Middle School Students with Socio-Cultural Context Viewed from Learning Style. JURNAL EKSAKTA PENDIDIKAN (JEP), 8(1), 13–27. https://doi.org/10.24036/jep/vol8-iss1/847
Gusriani, R. Y., M.T, M., & Murdianingsih, A. (2022). Rainless Day Management using Geographic Information System and Wireless Sensor Networks on Climatology Station Banjarbaru. Applied Technology and Computing Science Journal, 5(2), 154–163. https://doi.org/10.33086/atcsj.v5i2.3776
Hidayati, M., Wahid, A., & Suharto, B. (2021). Penerapan Disiplin Positif dalam Pembelajaran Jarak Jauh di SMP Negeri 1 Banyumas. Jurnal Pendidikan Ilmu Sosial, 31(1).
Jo, I., & Bednarz, S. W. (2009). Evaluating Geography Textbook Questions from A Spatial Perspective: Using Concepts of Space, Tools of Representation, and Cognitive Processes to Evaluate Spatiality. Journal of Geography, 108(1), 4–13. https://doi.org/10.1080/00221340902758401
Lee, J., & Bednarz, R. (2012). Components of Spatial Thinking: Evidence from a Spatial Thinking Ability Test. Journal of Geography, 111(1), 15–26. https://doi.org/10.1080/00221341.2011.583262
Li, J., Sheng, J., Chen, Y., Ke, L., Yao, N., Miao, Z., Zeng, X., Hu, L., & Wang, Q. (2020). A Web-Based Learning Environment of Remote Sensing Experimental Class with PYTHON. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 43(B5), 57–61. https://doi.org/10.5194/isprs-archives-XLIII-B5-2020-57-2020
Mu’ayyadah, Mu’ayyadah, and Noor Fatmawati. 2021. “Pemanfaatan Teknologi Sebagai Pembelajaran E-Learning Google Classroom Pada Mata Pelajaran IPS.” ASANKA: Journal of Social Science and Education 2(1): 31–42. doi:10.21154/asanka.v2i1.2364.
Nadifa, Hilda Ayu Putri, Deny Yudo Wahyudi, and Sumariyani. 2025. “Social Studies Teacher Strategy to Overcoming the Problem of Boredom Through the Learning Media Domino Aurora (DORA) at SMPN 19 Malang.” ASANKA: Journal of Social Science and Education 6(1): 1–11.
NRC. (2006). Learning to Think Spatially: GIS as a Support System in the K-12Curriculum. National Academies Press.
Oktaviani, D., Sumarmi, & Handoyo, B. (2017). Pengaruh Pembelajaran Berbasis Proyek Berbantuan Google Earth Terhadap Keterampilan Berpikir Spasial. Jurnal Teknodik, 21(Model Pembelajaran), 59–69.
Oktaviano, D. A. (2020). Pengembangan Model Pembelajaran Saintifik Berbasis Google Earth Untuk Meningkatkan Hasil Belajar Pemetaan Geologi. JPIPS: Jurnal Pendidikan Ilmu Pengetahuan Sosial, 7, 14–27.
Purwanto, & Mellyana, I. M. (2024). Enhancing Spatial Thinking Awareness of World-Scale Geography with Excel Dynamic Map Charts and Virtual Globes. International Journal of Interactive Mobile Technologies, 18(1), 150–167. https://doi.org/10.3991/ijim.v18i01.45971
Putra, A. K., Sumarmi, Deffinika, I., & Islam, M. N. (2021). The Effect of Blended Project-Based Learning with STEM Approach to Spatial Thinking Ability and Geographic Skill. International Journal of Instruction, 14(3), 685–704. https://doi.org/10.29333/iji.2021.14340a
Putra, Deni Yogi, and Nastiti Mufidah. 2022. “Implementasi Pembelajaran Daring Pada Mata Pelajaran IPS Kelas VII SMP Negeri 1 Balong.” ASANKA: Journal of Social Science and Education 3(1): 99–103. doi:10.21154/asanka.v3i1.4577.
Sofias, T. A., & Pierrakeas, C. J. (2021). Effectiveness of a WebGIS-Based Project on High School Students’ Spatial Thinking Skills. CEUR Workshop Proceedings (CEUR-WS.Org.
Thomas, J. W. (2000). A Review of Research on Project-Based Learning. The Autodesk Foundation, 111 McInnis Parkway, San Rafael, California 94903 (415) 507-6336 Fax (415) 507-6339 http://www.autodesk.com/foundation. http://www.autodesk.com/foundation
Vygotsky, L. S., Cole, M., John-Steiner, V., Scribner, S., & Souberman, E. (1978). Mind in Society The Development of Higher Psychological Processes (M. Cole, V. John-Steiner, S. Scribner, & E. Souberman, Eds.). Harvard University Press.
Widiawati, R., Permanasari, A., & Ardianto, D. (2023). Learning Challenge: Solar Cell Technology in PjBL- STEM Learning Using Jigsaw Strategy to Enhance the 21st Century Skills of 9th Graders. Jurnal Penelitian Pendidikan IPA, 9(10), 8846–8851. https://doi.org/10.29303/jppipa.v9i10.5126
Wu, C. C., & Wang, T. H. (2025). What is The Role of Learning Style Preferences on The STEM Learning Attitudes Among High School Students? International Journal of Educational Research, 129. https://doi.org/10.1016/j.ijer.2024.102488
Zhang, J., Liang, X., Su, T., Li, X., Ge, J., An, Z., & Xu, Y. (2022). The Mediating Effect of Geospatial Thinking on The Relationship Between Family Capital and Sense of Place. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.918326
Published
Issue
Section
License
Copyright (c) 2026 Zahrofi Adipranata, Evi Fitriana, Ifan Deffinika

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal the right of first publication with the work simultaneously licensed under Creative Commons Attribution-NonCommercial 4.0 International License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
