From Global to Glocal Education: A Bibliometric Study on the Integration of Global Citizenship and Indigenous Culture in Learning Models

Authors

  • Muhammad Rusli Institut Cokroaminoto Pinrang https://orcid.org/0000-0003-2835-2705
  • Raden Roro Nanik Setyowati Universitas Negeri Surabaya
  • Akhwani Akhwani Universitas Nahdlatul Ulama Surabaya
  • Lalu Habiburrahman STKIP Hamzar
  • Nurul Aini Universitas Nahdlatul Ulama Sidoarjo

DOI:

https://doi.org/10.53299/jppi.v6i3.4741

Keywords:

Global Citizenship Education, Indigenous Culture, Glocal Education, Sustainable Development Goals, Bibliometric Analysis

Abstract

Global education faces persistent challenges in balancing a cosmopolitan orientation with the preservation of local cultural identities. Although Global Citizenship Education (GCE) has developed rapidly, its epistemic integration with indigenous and local cultures in learning models remains fragmented and has not been systematically mapped. This study maps the global research landscape on the integration of GCE and indigenous cultures into learning models through bibliometric analysis. The research employed a Systematic Literature Review (SLR) combined with bibliometric analysis of 600 Scopus-indexed articles from 2010 to 2025, retrieved via Publish or Perish and analyzed using VOSviewer, following a four-phase PRISMA procedure with explicit inclusion and exclusion criteria to ensure transparency and reproducibility. The results reveal a significant increase in publications since 2016, peaking in the 2019-2021 period, followed by a phase of consolidation. Thematic structures are dominated by pedagogical aspects, educational actors, and institutional contexts, while exploration of indigenous cultures remains epistemically peripheral. Geographic analysis shows a pronounced concentration of publications from the Global North. Keyword network analysis indicates a shift from normative discourse toward a more implementation-oriented focus. The findings confirm a structural gap between the intensity of GCE scholarship and the epistemic integration of local cultures. The novelty of this research lies in its comprehensive quantitative mapping that operationalizes glocalization theory within a bibliometric framework, providing an empirical foundation for developing more contextual, equitable, and inclusive glocal learning models. Future research is recommended to pursue qualitative, community-based, and co-creation approaches that operationalize these findings into indigenous-informed pedagogical frameworks.

References

Abdi, A. (2022). Decolonizing global citizenship education: From theory to practice. Globalisation, Societies and Education, 20(3), 301–314. https://doi.org/10.1080/14767724.2021.1980890

Akbar, T., Fahey, J., & Singh, M. (2023). Glocalization and education: Rethinking the global-local dialectic in curriculum design. Journal of Curriculum Studies, 55(2), 189–204. https://doi.org/10.1080/00220272.2022.2123456

Akkari, A. (2022). Internationalizing teacher education: Between global standards and local realities. Journal of Teacher Education for Sustainability, 24(1), 5–18. https://doi.org/10.2478/jtes-2022-0002

Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007

Bal, I., & Erkan, G. (2024). Cross-disciplinary challenges in integrating global and local perspectives in education: A scoping analysis. Intercultural Education, 35(1), 44–62. https://doi.org/10.1080/14675986.2023.2198765

Baker, E. (2022). Education as emancipatory praxis: Pedagogical frameworks for contextual learning. Teachers and Teaching: Theory and Practice, 28(3), 211–228. https://doi.org/10.1080/13540602.2022.2044561

Bamberger, A., & Morris, P. (2022). Mapping global citizenship education: Conceptual tensions and thematic evolution. Compare: A Journal of Comparative and International Education, 52(5), 765–782. https://doi.org/10.1080/03057925.2021.1895432

Bosio, E. (2022). Towards a critical understanding of global citizenship education: Concepts, frameworks, and discourses. Globalisation, Societies and Education, 20(1), 1–14. https://doi.org/10.1080/14767724.2021.1897593

Bosio, E. (2023). Global citizenship education in the post-pandemic era: Challenges and opportunities. Prospects, 52(3–4), 199–214. https://doi.org/10.1007/s11125-022-09617-8

Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070

Geiger, T. (2023). Global citizenship education between universalism and contextualism: Theoretical foundations. Globalisation, Societies and Education, 21(2), 178–192. https://doi.org/10.1080/14767724.2022.2044320

Georgiou, H., & Kyza, E. A. (2023). Bibliometric approaches to mapping glocal education research: Methods and findings. Journal of Global Citizenship & Equity Education, 12(1), 1–19.

Giroux, H. A. (2011). On critical pedagogy. Continuum International Publishing Group.

Gozálvez-Pérez, V., & Contreras-Pulido, P. (2023). Digital media, indigenous knowledge, and epistemic justice in global education. Intercultural Education, 34(3), 288–305. https://doi.org/10.1080/14675986.2023.2187654

Halabieh, H., & Alanezi, S. (2022). Global citizenship education: A bibliometric analysis of trends from 2000 to 2020. Citizenship Teaching and Learning, 17(2), 133–155. https://doi.org/10.1386/ctl_00079_1

Ho, L. C., McAvoy, P., & Hess, D. (2022). Teaching for citizenship in a contested world: Community-based approaches. Multicultural Education Review, 14(2), 89–107. https://doi.org/10.1080/2005615X.2022.2067890

Howard, T., & Maxwell, C. (2022). Technology-mediated transmission of indigenous knowledge in education. Journal of Curriculum Studies, 54(4), 501–517. https://doi.org/10.1080/00220272.2022.2079034

Jebari, I. (2022). Reforming global competency standards: Toward culturally sensitive curriculum policy. Prospects, 51(1), 67–81. https://doi.org/10.1007/s11125-021-09564-4

Jeong, S. (2025). Glocalization 2.0: New theoretical perspectives on global-local educational interactions. Globalisation, Societies and Education, 23(1), 15–30. https://doi.org/10.1080/14767724.2024.2234567

Kasa, R., & Hoveid, M. H. (2023). Local culture and student identity formation: Empirical evidence from Norwegian primary schools. Intercultural Education, 34(1), 19–35. https://doi.org/10.1080/14675986.2022.2148763

Kester, K., & Cremin, H. (2023). Peace education and global citizenship: Intersections and divergences. Journal of Peace Education, 20(2), 141–160. https://doi.org/10.1080/17400201.2023.2178654

Khondker, H. H. (2005). Glocalization as globalization: Evolution of a sociological concept. Bangladesh e-Journal of Sociology, 1(2), 1–9.

Kowasch, M. (2022). Glocalization in education: Between cosmopolitanism and cultural rooting. Compare: A Journal of Comparative and International Education, 52(3), 389–404. https://doi.org/10.1080/03057925.2021.1878654

Matu, J. (2024). Indigenous knowledge systems and sustainable education in sub-Saharan Africa. Prospects, 53(2), 115–129. https://doi.org/10.1007/s11125-023-09627-4

McDonnell-Naughton, M. (2022). Global citizenship and curriculum design: Frameworks for integration. Journal of Curriculum Studies, 54(2), 201–218. https://doi.org/10.1080/00220272.2021.1997654

McFarland, J. (2019). Educating global citizens: Theory, practice, and possibilities. Globalisation, Societies and Education, 17(4), 441–456. https://doi.org/10.1080/14767724.2019.1620889

Millar, V., Chang, J., & Torres, R. (2023). Diffusion of knowledge in education: Mapping structures and impact. Prospects, 52(1), 45–62. https://doi.org/10.1007/s11125-022-09602-2

Naughton, C., & Kornilaki, E. (2023). Pedagogical models for glocal learning: Toward operational frameworks. Intercultural Education, 34(4), 345–361. https://doi.org/10.1080/14675986.2023.2212345

Okada, A., Sherborne, T., & Sheridan, L. (2024). Colearning for sustainability: Integrating global and local perspectives in curricula. Journal of Curriculum Studies, 56(1), 88–104. https://doi.org/10.1080/00220272.2023.2189076

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., ... Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71. https://doi.org/10.1136/bmj.n71

Papastephanou, M. (2023). Teaching global citizenship: The mediating role of educators in multicultural classrooms. Citizenship Teaching and Learning, 18(1), 5–22. https://doi.org/10.1386/ctl_00102_1

Reysen, S., & Katzarska-Miller, I. (2020). Superordinate and subgroup identities as predictors of global citizenship identification. Social Psychology, 51(1), 24–36. https://doi.org/10.1027/1864-9335/a000393

Ritzer, G. (2003). Rethinking globalization: Glocalization/grobalization and something/nothing. Sociological Theory, 21(3), 193–209. https://doi.org/10.1111/1467-9558.00186

Rizvi, F. (2009). Towards cosmopolitan learning. Discourse: Studies in the Cultural Politics of Education, 30(3), 253–268. https://doi.org/10.1080/01596300903036863

Rossi, F. (2023). The geopolitics of global citizenship education: North-South asymmetries and future directions. Compare: A Journal of Comparative and International Education, 53(2), 178–195. https://doi.org/10.1080/03057925.2022.2044320

Saito, E. (2023). Methodological transparency in bibliometric research: Coding sheets and data validation. Journal of Informetrics, 17(2), 101–115. https://doi.org/10.1016/j.joi.2023.101380

Savelyeva, T., & Douglas, W. (2022). Bibliometric mapping of sustainability in education: Trends and theoretical developments. Journal of Global Citizenship & Equity Education, 11(1), 1–24.

Scally, E. (2022). Glocalization theory revisited: Reciprocal global-local interactions in contemporary education. Globalisation, Societies and Education, 20(4), 412–426. https://doi.org/10.1080/14767724.2022.2078954

Schulz, W., Ainley, J., & Fraillon, J. (2023). International perspectives on civic and citizenship education: Policy implications. Citizenship Teaching and Learning, 18(2), 113–134. https://doi.org/10.1386/ctl_00112_1

Sharifian, F. (2013). Globalisation and developing metacultural competence in learning English as an international language. Multilingual Education, 3(7), 1–11. https://doi.org/10.1186/2191-5059-3-7

Spero, J. (2022). Technology and governance in global education reform: Digital transformation and curriculum innovation. Journal of Curriculum Studies, 54(3), 399–414. https://doi.org/10.1080/00220272.2022.2050918

Stein, S. (2021). What is pluriversal thinking? Decolonization: Indigeneity, Education & Society, 10(1), 143–165.

UNESCO. (2015). Education 2030: Incheon Declaration and Framework for Action. UNESCO.

Van Eck, N. J., & Waltman, L. (2023). VOSviewer manual (version 1.6.19). Leiden University Centre for Science and Technology Studies.

Waghid, Y. (2023). Democratic citizenship and glocal education: Toward epistemic justice. Prospects, 53(3), 231–246. https://doi.org/10.1007/s11125-023-09645-1

Walt, M., & Wolhuter, C. (2023). Global citizenship education in higher education: A comparative analysis. Compare: A Journal of Comparative and International Education, 53(4), 567–584. https://doi.org/10.1080/03057925.2022.2087654

Yano, K. (2022). Inclusive education and local context: Building culturally grounded learning environments. Multicultural Education Review, 14(1), 1–18. https://doi.org/10.1080/2005615X.2022.2044321

Yue, X., Huang, Z., & Li, Q. (2022). Mapping global citizenship education research: A bibliometric review. Citizenship Teaching and Learning, 17(3), 251–273. https://doi.org/10.1386/ctl_00081_1

Zhang, H., & Huang, Y. (2024). Participatory methodologies for representing the Global South in educational research. Globalisation, Societies and Education, 22(2), 201–218. https://doi.org/10.1080/14767724.2023.2234589

Downloads

Published

2026-08-07

How to Cite

Rusli, M., Setyowati, R. R. N., Akhwani, A., Habiburrahman, L., & Aini, N. (2026). From Global to Glocal Education: A Bibliometric Study on the Integration of Global Citizenship and Indigenous Culture in Learning Models. Jurnal Pendidikan Dan Pembelajaran Indonesia (JPPI), 6(3), 3020–3036. https://doi.org/10.53299/jppi.v6i3.4741