Research Article

Exploratory study of digital competence predicting sustainable development beliefs and behavior: Evidence for an integrated competence framework among pre-service teachers

Andreja Istenič 1 2 3 * , Marina Volk 1 4
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1 Faculty of Education, University of Primorska, Koper, SLOVENIA2 Faculty of Civil and Geodetic Engineering, University of Ljubljana, Ljubljana, SLOVENIA3 Department of Philosophy, Samarkand State University named after Sharof Rashidov, Samarkand, UZBEKISTAN4 Osnovna šola Vojke Šmuc, Izola, SLOVENIA* Corresponding Author
European Journal of Science and Mathematics Education, 14(4), October 2026, 581-595, https://doi.org/10.30935/scimath/19439
Published: 27 September 2026
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ABSTRACT

Digital competences are increasingly recognized as important enablers of education for sustainable development (SD), particularly through their capacity to facilitate access to learning resources and knowledge, support their effective and critical use, and foster innovation in teaching and learning. In recent decades, the concept of digital competence has increasingly incorporated ethical and sustainability-related dimensions, reflecting the need to use digital technologies in ways that are responsible, inclusive, and sustainable. Against this background, the present exploratory study examined the structure and interrelationships of digital competences and SD competences among 368 pre-service teachers, with particular attention to the extent to which digital competence dimensions predicted SD beliefs and behavior. The findings indicate that digital competence significantly predicted sustainable society beliefs, although the overall explanatory effect was small. In contrast, digital competence did not significantly predict gender equity beliefs. Regarding energy saving behavior (ESB), responsible problem-solving made a statistically significant positive contribution to the individual predictor level; however, the overall regression model did not significantly predict ESB. Taken together, these findings suggest that digital competence and sustainability competence should not be viewed as entirely separate constructs. Rather, they appear to represent increasingly interconnected dimensions of competence that may contribute to responsible participation in contemporary society. At the same time, the relatively small explanatory effects observed in the present study indicate that digital competence alone is insufficient to account for substantial variation in sustainability-related beliefs and behaviors. This highlights the importance of considering digital competence alongside broader personal, social, educational, and contextual factors in efforts to strengthen education for SD.

CITATION (APA)

Istenič, A., & Volk, M. (2026). Exploratory study of digital competence predicting sustainable development beliefs and behavior: Evidence for an integrated competence framework among pre-service teachers. European Journal of Science and Mathematics Education, 14(4), 581-595. https://doi.org/10.30935/scimath/19439

REFERENCES

  1. Agboola, O. P., Ilke, C., & Mislat Alsharif, A. (2026). The role of sustainability-integrated curricula in promoting sustainable practices among university students. Cogent Social Sciences, 12(1), Article 2623311. https://doi.org/10.1080/23311886.2026.2623311
  2. AlDhaen, E. (2023). Education skills for the digital age toward sustainable development – Analysis and future directions. Development and Learning in Organizations: An International Journal, 37(3), 11-14. https://doi.org/10.1108/DLO-06-2022-0108
  3. Almusharraf, N. A. (2026). A systematic review of institutional barriers to sustainable development in higher education institutions. Discover Education. https://doi.org/10.1007/s44217-026-01927-7
  4. Arbuthnott, K. D. (2009). Education for sustainable development beyond attitude change. International Journal of Sustainability in Higher Education, 10(2), 152-163. https://doi.org/10.1108/14676370910945954
  5. Benner, D. (2023). Education [Bildung]-literality-competence: On competing tasks of public schools and the need for new links between teaching and educational research. ECNU Review of Education, 6(1), 15-32. https://doi.org/10.1177/2096531120943614
  6. 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
  7. Carretero, G. S., Vuorikari, R., & Punie, Y. (2017). DigComp 2.1: The digital competence framework for citizens with eight proficiency levels and examples of use. Publications Office of the European Union. https://doi.org/10.2760/38842
  8. Cebrián, G., & Junyent, M. (2015). Competencies in education for sustainable development: Exploring the student teachers’ views. Sustainability, 7(3), 2768-2786. https://doi.org/10.3390/su7032768
  9. Chaudhuri, R., Chatterjee, S., Vrontis, D., & Begalli, D. (2025). Sustainability in education through collaborative learning using social media: An exploratory study with moderating role of “knowledge creator” and “knowledge seeker”. International Journal of Sustainability in Higher Education, 26(5), 1008-1033. https://doi.org/10.1108/IJSHE-09-2021-0401
  10. Colás-Bravo, P., Conde-Jiménez, J., & Reyes-de-Cózar, S. (2021). Sustainability and digital teaching competence in higher education. Sustainability, 13(22), Article 12354. https://doi.org/10.3390/su132212354
  11. Dolenc, N. (2026). Podnebna pismenost štduentov [Climate literacy among students]. In M. Volk, M. Ivanuš-Grmek, A. Retelj, T. Štemberger, J. Vogrinc, M. Vošnjak, & T. Vršnik Perše (Eds.), Razvoj kompetenc prihodnosti v pedagoških programih. Založba Univerze na Primorskem. https://doi.org/10.26493/978-961-293-568-9.12
  12. Dolenc, N., Kovačić, I., Burić, B., & Kovač, N. (2025). How prospective teachers perceive society’s most pressing environmental challenges. Metodički Ogledi: Časopis za Filozofiju Odgoja, 32(1), 93-119. https://doi.org/10.21464/mo.32.1.8
  13. Erdoğan, M., Coşkun, E., & Uşak, M. (2011). Developing children’s environmental literacy through literature: An analysis of 100 basic literary works. Eurasian Journal of Educational Research, 11(42), 45-62.
  14. European Green Digital Coalition. (2021). Declaration of the European Green Digital Coalition members: In support of the green and digital transformation of the EU. European Green Digital Coalition. https://www.greendigitalcoalition.eu/assets/uploads/2025/08/EGDC-Declaration.pdf
  15. Ferrari, A. (2013). DIGCOMP: A framework for developing and understanding digital competence in Europe. Publications Office of the European Union. https://doi.org/10.2788/52966
  16. Ferreira, J. A., Ryan, L., & Tilbury, D. (2007). Mainstreaming education for sustainable development in initial teacher education in Australia: A review of existing professional development models. Journal of Education for Teaching, 33(2), 225-239. https://doi.org/10.1080/02607470701259515
  17. Ferreira, J., Ryan, L., & Tilbury, D. (2014). Planning for success: Factors influencing change in teacher education. Australian Journal of Environmental Education, 30, 136-146. https://doi.org/10.1017/aee.2014.39
  18. Gao, X. (2025). The EU’s twin transitions towards sustainability and digital leadership: A coherent or fragmented policy field? Regional Studies, 59(1), Article 2360053. https://doi.org/10.1080/00343404.2024.2360053
  19. García-Hernández, A., García-Valcárcel Muñoz-Repiso, A., Casillas-Martín, S., & Cabezas-González, M. (2022). Sustainability in digital education: A systematic review of innovative proposals. Education Sciences, 13(1), Article 33. https://doi.org/10.3390/educsci13010033
  20. Gayford, C. G. (2002). Environmental literacy: Towards a shared understanding for science teachers. Research in Science & Technological Education, 20(1), 99-110. https://doi.org/10.1080/02635140220130957
  21. Gliha Komac, N., Jakop, N., Kern, B., Klemenčič, S., Krvina, D., & Ledenik, N. (2014). Slovar slovenskega knjižnega jezika: SSKJ 2 [Dictionary of standard Slovenian: SSKJ 2]. Cankarjeva Založba.
  22. Ioannidou, O., Guilfoyle, L., & Erduran, S. (2026). Fostering student climate agency and future literacy: A case study of scenario-based teaching. Research in Science & Technological Education, 44(2), 490-509. https://doi.org/10.1080/02635143.2025.2533182
  23. Istenič, A. (2021). Educational technology and the construction of authentic learning environments: Scientific monograph. Faculty of Civil and Geodetic Engineering. https://doi.org/10.15292/Etcale.2021.01
  24. Istenic Starcic, A., Terlevic, M., Lin, L., & Lebenicnik, M. (2018). Designing learning for sustainable development: Digital practices as boundary crossers and predictors of sustainable lifestyles. Sustainability, 10(6), Article 2030. https://doi.org/10.3390/su10062030
  25. Jelić, M. M., Stojković, I. B., & Veselinović, M. D. (2026). Digital skills self-assessment tool for youth based on the DigComp framework. Education and Information Technologies, 31, 4427-4454. https://doi.org/10.1007/s10639-026-13978-2
  26. Li, Y. Y., & Liu, S. C. (2022). Examining Taiwanese students’ views on climate change and the teaching of climate change in the context of higher education. Research in Science & Technological Education, 40(4), 515-528. https://doi.org/10.1080/02635143.2020.1830268
  27. Meinhold, R., Wagner, C., & Dhar, B. K. (2025). Digital sustainability and eco-environmental sustainability: A review of emerging technologies, resource challenges, and policy implications. Sustainable Development, 33(2), 2323-2338. https://doi.org/10.1002/sd.3240
  28. Mieg, H. A., Klieme, K. E., Barker, E., Bryan, J., Gibson, C., Haberstroh, S., Odebiyi, F., Rismondo, F. P., Römmer-Nossek, B., Thiem, J., & Unterpertinger, E. (2024). Short digital-competence test based on DigComp2.1: Does digital competence support research competence in undergraduate students? Education and Information Technologies, 29, 139-160. https://doi.org/10.1007/s10639-023-12251-0
  29. Milkova, E., Moldoveanu, M., & Krcil, T. (2025). Sustainable education through information and communication technology: A case study on enhancing digital competence and academic performance of social science higher education students. Sustainability, 17(10), Article 4422. https://doi.org/10.3390/su17104422
  30. Mintz, K., & Tal, T. (2014). Sustainability in higher education courses: Multiple learning outcomes. Studies in Educational Evaluation, 41, 113-123. https://doi.org/10.1016/j.stueduc.2013.11.003
  31. Orbanić, N. D., & Kovač, N. (2021). Environmental awareness, attitudes, and behaviour of preservice preschool and primary school teachers. Journal of Baltic Science Education, 20(3), Article 373. https://doi.org/10.33225/jbse/21.20.373
  32. Sharma, R., Fantin, A. R., Prabhu, N., Guan, C., & Dattakumar, A. (2016). Digital literacy and knowledge societies: A grounded theory investigation of sustainable development. Telecommunications Policy, 40(7), 628-643. https://doi.org/10.1016/j.telpol.2016.05.003
  33. Stuermer, M., Abu-Tayeh, G., & Myrach, T. (2017). Digital sustainability: Basic conditions for sustainable digital artifacts and their ecosystems. Sustainability Science, 12(2), 247-262. https://doi.org/10.1007/s11625-016-0412-2
  34. Terlević, M., Istenič Starčič, A., & Kovač, M. Š. (2015). Trajnostni prostorski razvoj v visokošolskem izobraževanju [Sustainable spatial development in higher education]. Urbani Izziv, 26(1), 40-55. https://doi.org/10.5379/urbani-izziv-2015-26-01-004
  35. UNESCO. (2020). Education for sustainable development: A roadmap. UNESCO. https://doi.org/10.54675/YFRE1448
  36. United Nations. (2015). Transforming our world: The 2030 agenda for sustainable development. United Nations. https://sdgs.un.org/2030agenda
  37. Vuorikari, R., Kluzer, S., Punie, Y., & Dahl, M. R. (2022). DigComp 2.2: Den Digitale Kompetenceramme for Borgern [DigComp 2.2: The digital competence framework for citizens]. Aarhus University. https://pure.au.dk/portal/en/publications/digcomp-22-den-digitale-kompetenceramme-for-borgerne/
  38. Vuorikari, R., Pokropek, A., & Muñoz, J. C. (2026). Enhancing digital skills assessment: Introducing compact tools for measuring digital competence. Technology, Knowledge and Learning, 31(1), 519-546. https://doi.org/10.1007/s10758-025-09825-x