Sustainability Literacy In Education: A Bibliometric Review And Systematic Analysis Of Highly Cited Studies
Keywords:
sustainability literacy, education, SDGs, ESDAbstract
Sustainability literacy has become an essential educational priority for preparing learners to address complex environmental, social, and economic challenges. Despite growing research interest, the intellectual development and major research contributions in this field remain insufficiently synthesized. This study aimed to map the global research landscape of sustainability literacy in education through a bibliometric analysis complemented by a systematic review of highly cited studies. Bibliographic data were retrieved from the Scopus database using the search query TITLE-ABS-KEY ("sustainability literacy" AND "education") for publications from 2016 to 2026. Following the PRISMA 2020 screening process, 172 articles were analyzed using Bibliometrix (Biblioshiny), VOSviewer, and Microsoft Excel. The findings reveal a steady increase in publication output, peaking in 2025, with the United States, the United Kingdom, and China as the leading contributors. International Journal of Sustainability in Higher Education and Sustainability were the leading publication sources, while Mokos Melita was the most productive author. Research has shifted from foundational sustainability literacy toward the Sustainable Development Goals, competency development, and innovative pedagogical approaches. The systematic review identified four major themes: sustainability literacy assessment, knowledge and behavior gaps, competency-based education, and pedagogical innovation. These findings provide a comprehensive understanding of the field's evolution and offer valuable directions for future research, educational practice, and policy development.
References
Alsaati, T., El-Nakla, S., & El-Nakla, D. (2020). Level of Sustainability Awareness among University Students in the Eastern Province of Saudi Arabia. In Sustainability (Vol. 12, Issue 8, p. 3159). https://doi.org/10.3390/su12083159
Álvarez-Nieto, C., Richardson, J., Parra-Anguita, G., Linares-Abad, M., Huss, N., Grande-Gascón, M. L., Grose, J., Huynen, M., & López-Medina, I. M. (2018). Developing Digital Educational Materials for Nursing and Sustainability: The Results of an Observational Study. Nurse Education Today, 60, 139–146. https://doi.org/10.1016/j.nedt.2017.10.008
Anderson, A. (2024). Climate Change and Sustainability Literacy: A Mixed-Methods Study of Attitudes to Climate Education in Secondary Schools. Climatic Change, 177(12), 169. https://doi.org/10.1007/s10584-024-03815-1
Aria, M., & Cuccurullo, C. (2017). Bibliometrix: An R-Tool for Comprehensive Science Mapping Analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/https://doi.org/10.1016/j.joi.2017.08.007
Ariza, M. R., Boeve-de Pauw, J., Olsson, D., Van Petegem, P., Parra, G., & Gericke, N. (2021). Promoting Environmental Citizenship in Education: The Potential of the Sustainability Consciousness Questionnaire to Measure Impact of Interventions. Sustainability, 13(20), 11420. https://doi.org/10.3390/su132011420
Arora, N. K., & Mishra, I. (2023). Responsible consumption and production: a roadmap to sustainable development. Environmental Sustainability, 6(1), 1–6.
Baharuddin, R., Saefudin, & Kusnadi. (2025). Analysis of Students’ Systems Thinking Competency Profile on Ecosystem Issues. Proceeding International Conference of Sustainable Innovation, 1, 190–194. https://www.journal.das-institute.com/index.php/ICSI/article/view/824
Baharuddin, R., Saefudin, S., Kusnadi, K., Najira, N., & Zuliande, Z. (2025). Permaculture Gamification as Innovative Learning Strategy to Enhance Students’ Collaboration Competency. Jurnal Pendidikan MIPA, 26(1), 673–687. https://doi.org/10.23960/jpmipa.v26i1.pp673-687
Breugelmans, J. G., Roberge, G., Tippett, C., Durning, M., Struck, D. B., & Makanga, M. M. (2018). Scientific Impact Increases When Researchers Publish in Open Access and International Collaboration: A Bibliometric Analysis on Poverty-Related Disease Papers. PloS One, 13(9). https://doi.org/10.1371/journal.pone.0203156
Caldana, A. C. F., Eustachio, J. H. P. P., Lespinasse Sampaio, B., Gianotto, M. L., Talarico, A. C., & Batalhão, A. C. da S. (2021). A Hybrid Approach to Sustainable Development Competencies: The Role of Formal, Informal and Non-Formal Learning Experiences. International Journal of Sustainability in Higher Education, 24(2), 235–258. https://doi.org/10.1108/IJSHE-10-2020-0420
Chen, C., An, Q., Zheng, L., & Guan, C. (2022). Sustainability Literacy: Assessment of Knowingness, Attitude and Behavior Regarding Sustainable Development among Students in China. Sustainability, 14(9), 4886. https://doi.org/10.3390/su14094886
Clark, C. R. (2016). Collective Action Competence: An Asset to Campus Sustainability. International Journal of Sustainability in Higher Education, 17(4), 559–578. https://doi.org/10.1108/IJSHE-04-2015-0073
Décamps, A., Barbat, G., Carteron, J.-C., Hands, V., & Parkes, C. (2017). Sulitest: A collaborative initiative to support and assess sustainability literacy in higher education. The International Journal of Management Education, 15(2, Part B), 138–152. https://doi.org/https://doi.org/10.1016/j.ijme.2017.02.006
Demirci, S., Reid, A., Teksöz, G., & Sahin, E. (2025). Systems Literacy: Towards a Conspectus and Model for Environmental and Sustainability Education. Environmental Education Research, 31(4), 856–891. https://doi.org/10.1080/13504622.2024.2409959
Dvulit, Z., Maznyk, L., Horbal, N., Brych, L., Skrzypek-Ahmed, S., Szymoniuk, B., & Dluhopolska, T. (2024). Modeling the Integrated Influence of Social, Ecological, and Economic Components on Achieving Sustainable Development Goals: A Cross-Country Analysis. In Sustainability (Vol. 16, Issue 22, p. 9946). https://doi.org/10.3390/su16229946
Fathurohman, I., Amri, M. F., & Septiyanto, A. (2023). Integrating STEM Based Education for Sustainable Development (ESD) to Promote Quality Education: A Systematic Literature Review. Jurnal Penelitian Pendidikan IPA, 9(11), 1052–1059. https://doi.org/10.29303/jppipa.v9i11.4430
Fošner, A. (2025). Sustainability Literacy as a Key to a Better Future: A Look at Higher Education. Sustainability, 17(3), 987. https://doi.org/10.3390/su17030987
Gilmour, P. M. (2024). Enhancing Research Collaboration Within a Large University Department. Innovations in Education and Teaching International, 61(4), 622–635. https://doi.org/10.1080/14703297.2023.2209064
Glavič, P. (2021). Evolution and Current Challenges of Sustainable Consumption and Production. In Sustainability (Vol. 13, Issue 16, p. 9379). https://doi.org/10.3390/su13169379
Hansen, B., StiliHansen, B., Stiling, P., & Uy, W. F. (2021). Innovations and challenges in SDG integration and reporting in higher education: a case study from the University of South Florida. International Journal of Sustainability in Higher Education, 22(5), 1002–, P., & Uy, W. F. (2021). Innovations and Challenges in SDG Integration and Reporting in Higher Education: A Case Study from the University of South Florida. International Journal of Sustainability in Higher Education, 22(5), 1002–1021. https://doi.org/10.1108/IJSHE-08-2020-0310
Hariram, N. P., Mekha, K. B., Suganthan, V., & Sudhakar, K. (2023). Sustainalism: An Integrated Socio-Economic-Environmental Model to Address Sustainable Development and Sustainability. Sustainability, 15(13), 10682. https://doi.org/10.3390/su151310682
Hermawan, I., Suwono, H., Paranit, A. A. I., & Wimuttipanya, J. (2022). Student’s Environmental Literacy: An Educational Program Reflections for a Sustainable Environment. Journal of Biological Education Indonesia (Jurnal Pendidikan Biologi Indonesia), 8(1), 1–9. https://doi.org/10.22219/jpbi.v8i1.16889
Ihsan, F., Himawanto, D. A., & Suharno, S. (2025). Mapping the Landscape of Sustainability Literacy Research in the Indonesian Technical and Vocational Education. Journal of Education and Learning (EduLearn), 19(1), 350–361. https://doi.org/10.11591/edulearn.v19i1.21789
Kajikawa, Y., Tacoa, F., & Yamaguchi, K. (2014). Sustainability Science: The Changing Landscape of Sustainability Research. Sustainability Science, 9(4), 431–438. https://doi.org/10.1007/s11625-014-0244-x
Kamil, P. A., Putri, E., Ridha, S., Utaya, S., Sumarmi, & Utomo, D. H. (2020). Promoting Environmental Literacy Through a Green Project: A Case Study at Adiwiyata School in Banda Aceh City. IOP Conference Series: Earth and Environmental Science, 485(1), 12035. https://doi.org/10.1088/1755-1315/485/1/012035
Kazazoglu, S. (2025). Environmental Education Through Eco-Literacy: Integrating Sustainability into English Language Teaching. Sustainability, 17(5), 2156. https://doi.org/10.3390/su17052156
Kuehl, C., Sparks, A. C., Hodges, H., & Smith, E. R. A. N. (2021). The Incoherence of Sustainability Literacy Assessed with the Sulitest. Nature Sustainability, 4(6), 555–560. https://doi.org/10.1038/s41893-021-00687-6
Kwiek, M. (2021). What Large-Scale Publication and Citation Data Tell Us About International Research Collaboration in Europe: Changing National Patterns in Global Contexts. Studies in Higher Education, 46(12), 2629–2649. https://doi.org/10.1080/03075079.2020.1749254
Leiva-Brondo, M., Lajara-Camilleri, N., Vidal-Meló, A., Atarés, A., & Lull, C. (2022). Spanish University Students’ Awareness and Perception of Sustainable Development Goals and Sustainability Literacy. In Sustainability (Vol. 14, Issue 8, p. 4552). https://doi.org/10.3390/su14084552
McLean, M., Phelps, C., Smith, J., Maheshwari, N., Veer, V., Bushell, D., Matthews, R., Craig, B., & Moro, C. (2022). An Authentic Learner-Centered Planetary Health Assignment: A Five-Year Evaluation of Student Choices to Address Sustainable Development Goal 13 (Climate Action). Frontiers in Public Health, 10, 1049932. https://doi.org/10.3389/fpubh.2022.1049932
Moshontz, H., Campbell, L., Ebersole, C. R., IJzerman, H., Urry, H. L., Forscher, P. S., Grahe, J. E., McCarthy, R. J., Musser, E. D., & Antfolk, J. (2018). The Psychological Science Accelerator: Advancing Psychology Through a Distributed Collaborative Network. Advances in Methods and Practices in Psychological Science, 1(4), 501–515. https://doi.org/10.1177/2515245918797607
Muñoz-Losa, A., Crespo-Martín, J., Hernández-Barco, M. A., & Corbacho-Cuello, I. (2025). Enhancing Sustainability: Exploring the Knowledge, Actions, and Willingness of Pre-Service Primary School Teachers. Sustainability, 17(3), 1120. https://doi.org/10.3390/su17031120
Nautiyal, H., & Goel, V. (2021). Chapter 3 - Sustainability assessment: Metrics and methods. In J. B. T.-M. in S. S. Ren (Ed.), Methods in Sustainability Science (pp. 27–46). Elsevier. https://doi.org/https://doi.org/10.1016/B978-0-12-823987-2.00017-9
Omazic, A., & Zunk, B. (2021). Semi-Systematic Literature Review on Sustainability and Sustainable Development in Higher Education Institutions. Sustainability, 13, 7683. https://doi.org/10.3390/su13147683
Omer, A. A. A., & Dong, Y. (2025). Mapping the Use of Bibliometric Software and Methodological Transparency in Literature Review Studies: A Comparative Analysis of China-Affiliated and Non-China-Affiliated Research Communities (2015–2024). Publications, 13(3), 40. https://doi.org/10.3390/publications13030040
Öztürk, O., Kocaman, R., & Kanbach, D. K. (2024). How to Design Bibliometric Research: An Overview and a Framework Proposal. Review of Managerial Science, 18(11), 3333–3361. https://doi.org/10.1007/s11846-024-00738-0
Parry, S., & Metzger, E. (2023). Barriers to Learning for Sustainability: A Teacher Perspective. Sustainable Earth Reviews, 6(1), 2. https://doi.org/10.1186/s42055-022-00050-3
Pfautsch, S., & Gray, T. (2017). Low Factual Understanding and High Anxiety About Climate Warming Impedes University Students to Become Sustainability Stewards. International Journal of Sustainability in Higher Education, 18(7), 1157–1175. https://doi.org/https://doi.org/10.1108/IJSHE-09-2016-0179
Qureshi, S. M. Q. (2020). Learning By Sustainable Living to Improve Sustainability Literacy. International Journal of Sustainability in Higher Education, 21(1), 161–178. https://doi.org/10.1108/IJSHE-01-2019-0001
Radwan, A. F., & Khalil, E. M. A. S. (2021). Knowledge, Attitude and Practice Toward Sustainability Among University Students in UAE. International Journal of Sustainability in Higher Education, 22(5), 964–981. https://doi.org/10.1108/IJSHE-06-2020-0229
Ribeiro, L. M., Miranda, F., Themudo, C., Gonçalves, H., Bringle, R. G., Rosário, P., & Aramburuzabala, P. (2023). Educating for the Sustainable Development Goals Through Service-Learning: University Students’ Perspectives About the Competences Developed. Frontiers in Education, 8, 1144134. https://doi.org/10.3389/feduc.2023.1144134
Rieckmann, M. (2018). Learning to Transform the World: Key Competencies in Education for Sustainable Development. In Issues and Trends in Education for Sustainable Development (Vol. 39, Issue 1, pp. 39–59). UNESCO.
Saarna, R., & Laius, A. (2025). The Sustainability Literacy Assessment Instruments: A Systematic Literature Review. International Journal of Sustainability in Higher Education. https://doi.org/10.1108/IJSHE-01-2025-0048
Snyder, H. (2019). Literature review as a research methodology: An overview and guidelines. Journal of Business Research, 104, 333–339. https://doi.org/https://doi.org/10.1016/j.jbusres.2019.07.039
Sun, Y., Zhang, C., & Kok, R. A. W. (2020). The Role of Research Outcome Quality in the Relationship Between University Research Collaboration and Technology Transfer: Empirical Results from China. Scientometrics, 122(2), 1003–1026. https://doi.org/10.1007/s11192-019-03330-6
Tu, J. (2024). Openness To International Collaboration and Tie Strength in Enhancing Knowledge Creation. Journal of Informetrics, 18(1), 101482. https://doi.org/https://doi.org/10.1016/j.joi.2023.101482
Ullah, A., Hayat, S., & Ameen, K. (2025). Impact Of Research Characteristics and Methodologies Used in LIS Articles on Citation Count. Journal of Librarianship and Information Science, 57(4), 1192–1204. https://doi.org/10.1177/09610006241269139
UNESCO. (2017). Education for Sustainable Development Goals. United Nations Educational, Scientific and Cultural Organization. https://doi.org/10.54675/CGBA9153
United Nations. (2015). Transforming Our World: The 2030 Agenda for Sustainable Development. Resolution Adopted by the General Assembly on 25 September 2015, 42809, 1–13. https://doi.org/10.1007/s13398-014-0173-7.2
Yao, B. (2021). International Research Collaboration: Challenges and Opportunities. Journal of Diagnostic Medical Sonography, 37(2), 107–108.
Yemini, M., Engel, L., & Ben Simon, A. (2025). Place-based Education: A Systematic Review of Literature. Educational Review, 77(2), 640–660. https://doi.org/10.1080/00131911.2023.2177260
Zizka, L., & Varga, P. (2021). Teaching Sustainability in Higher Education Institutions: Assessing Hospitality Students’ Sustainability Literacy. Journal of Hospitality & Tourism Education, 33(4), 242–257. https://doi.org/10.1080/10963758.2020.1726771
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Copyright (c) 2026 Rahmat Baharuddin, Faruq Haroky , Umi Sumiati As , Fatwa Haryani Riano, Sonya Trikandi, Rizqi Nur Rachmawati

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