INTERNATIONAL JOURNAL OF CHANGES IN EDUCATION
Research Article

A Longitudinal Analysis of Early School Leaving in a Tourism-Oriented Rural Island: The Case of Crete

International Journal of Changes in Education, 3(2), 2026, 235-243, https://doi.org/10.47852/bonviewIJCE52024436
Online publication date: Mar 20, 2025
Publication date: Aug 08, 2026
Full Text (PDF)

ABSTRACT

Early school leaving (ESL) is a critical educational and social issue, reflecting the number of students who exit the education sys-tem prematurely and often face long-term socioeconomic challenges. This longitudinal analysis investigates ESL rates in Greece, spanning from the 2008/2009 to the 2021/2022 school years. The purpose of this study is to examine the extent and determinants of ESL in Greece, with a focus on identifying regional and gender-based disparities. The study begins with an overview of ESL rates across various regions of Greece and then narrows the focus to Crete, the country’s largest island, known for its tourism-oriented economy, rural landscapes, and agricultural development. By comparing ESL rates both between different regions and within the regional units of Crete, as well as ana-lyzing gender-based differences, the research aims to elucidate ongoing trends within the socioeconomic context of the area. In summary, while our interpretative assumptions include differences between regional units linked to cultural peculiarities, the currently available data are insufficient to provide a thorough and well-founded response and do not allow us to discern differences between regional units.

KEYWORDS

early school leaving longitudinal analysis case study

CITATION (APA)

Bitsakos, N., & Kaklamani, S. (2026). A Longitudinal Analysis of Early School Leaving in a Tourism-Oriented Rural Island: The Case of Crete. International Journal of Changes in Education, 3(2), 235-243. https://doi.org/10.47852/bonviewIJCE52024436
Harvard
Bitsakos, N., and Kaklamani, S. (2026). A Longitudinal Analysis of Early School Leaving in a Tourism-Oriented Rural Island: The Case of Crete. International Journal of Changes in Education, 3(2), pp. 235-243. https://doi.org/10.47852/bonviewIJCE52024436
Vancouver
Bitsakos N, Kaklamani S. A Longitudinal Analysis of Early School Leaving in a Tourism-Oriented Rural Island: The Case of Crete. International Journal of Changes in Education. 2026;3(2):235-43. https://doi.org/10.47852/bonviewIJCE52024436
AMA
Bitsakos N, Kaklamani S. A Longitudinal Analysis of Early School Leaving in a Tourism-Oriented Rural Island: The Case of Crete. International Journal of Changes in Education. 2026;3(2), 235-243. https://doi.org/10.47852/bonviewIJCE52024436
Chicago
Bitsakos, Nikolaos, and Stamatina Kaklamani. "A Longitudinal Analysis of Early School Leaving in a Tourism-Oriented Rural Island: The Case of Crete". International Journal of Changes in Education 2026 3 no. 2 (2026): 235-243. https://doi.org/10.47852/bonviewIJCE52024436
MLA
Bitsakos, Nikolaos et al. "A Longitudinal Analysis of Early School Leaving in a Tourism-Oriented Rural Island: The Case of Crete". International Journal of Changes in Education, vol. 3, no. 2, 2026, pp. 235-243. https://doi.org/10.47852/bonviewIJCE52024436

REFERENCES

  1. McKenna, D., & Simmie, G. M. (2024). Framing early school leaving interventions and their policy responses: A critical literature review of mainstream narratives and counter-narratives. International Journal of Critical Pedagogy, 13(1), 67–88. https://janeway.uncpress.org/ijcp/article/id/1285/
  2. Council of the European Union. (2021). Council Resolution on a strategic framework for European cooperation in education and training towards the European Education Area and beyond (2021–2030). Retrieved from: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32021G0226(01)
  3. Alexiadou, N., & Rambla, X. (2023). Education policy governance and the power of ideas in constructing the new European Education Area. European Educational Research Journal, 22(6), 852–869. https://doi.org/10.1177/14749041221121388
  4. European Education and Culture Executive Agency: Eurydice. (2014). Tackling early leaving from education and training in Europe: Strategies, policies and measures. Luxembourg: Publications Office of the European Union. https://data.europa.eu/doi/10.2797/33979
  5. Guerrero Puerta, L. (2023). The European educational policy and early school leaving: A conceptual analysis from the perspective of the leaving subject. Philosophies, 8(5), 86. https://doi.org/10.3390/philosophies8050086
  6. Behr, A., Giese, M., Teguim Kamdjou, H. D., & Theune, K. (2021). Motives for dropping out from higher education — An analysis of bachelor’s degree students in Germany. Euro-pean Journal of Education, 56(2), 325–343. https://doi.org/10.1111/ejed.12433
  7. Roberts, K. (2022). Integrating young people into the work-force: England’s twenty-first century solutions. Societies, 12(2), 38. https://doi.org/10.3390/soc12020038
  8. Simões, F., Marta, E., Marzana, D., Alfieri, S., & Pozzi, M. (2021). An analysis of social relationships’ quality associations with hope among young Italians: The role of NEET status. Journal of Applied Youth Studies, 4(2), 169–184. https://doi.org/10.1007/s43151-021-00034-8
  9. Patterson, R. (2008). Neighborhood effects on high-school drop-out rates and teenage childbearing. SSRN. https://doi.org/10.2139/ssrn.1134940
  10. Koenig, A. M., & Eagly, A. H. (2014). Evidence for the social role theory of stereotype content: Observations of groups’ roles shape stereotypes. Journal of Personality and Social Psychology, 107(3), 371. https://doi.org/10.1037/a0037215
  11. Van Den Berghe, L., Pouille, A., Vandevelde, S., & De Pauw, S. S. (2022). Looking beyond primary barriers: Support workers’ perspectives on school dropout among students with a migration background. Journal of Ethnic & Cultural Diversity in Social Work, 33(1), 34–46. https://doi.org/10.1080/15313204.2022.2094519
  12. Bianchi, D., Cavicchiolo, E., Lucidi, F., Manganelli, S., Girelli, L., Chirico, A., & Alivernini, F. (2021). School dropout intention and self-esteem in immigrant and native students living in poverty: The protective role of peer acceptance at school. School Mental Health, 13(2), 266–278. https://doi.org/10.1007/s12310-021-09410-4
  13. Bocsi, V., Varga, A., & Fehérvári, A. (2023). Chances of early school leaving—With special regard to the impact of Roma identity. Education Sciences, 13(5), 483. https://doi.org/10.3390/educsci13050483
  14. Ward, S., Williams, J., & van Ours, J. C. (2021). Delinquency, arrest and early school leaving. Oxford Bulletin of Economics and Statistics, 83(2), 411–436. https://doi.org/10.1111/obes.12393
  15. Nelson, D. M., Coleman, D., & Corcoran, K. (2010). Emotional and behavior problems in urban and rural adjudicated males: Differences in risk and protective factors. Victims & Offenders, 5(2), 120–129. https://doi.org/10.1080/15564881003640710
  16. Peraita, C., & Pastor, M. (2000). The primary school dropout in Spain: The influence of family background and labor mar-ket conditions. Education Economics, 8(2), 157–168. https://doi.org/10.1080/096452900410721
  17. Oliver-Rullán, X., & Rosselló-Villalonga, J. (2019). Does the economic productive structure determine early school leaving rates? Evidence from Spanish regions, 2000–2013. Estudios sobre Educación, 36, 181–205. https://doi.org/10.15581/004.36.181-205
  18. Schoon, I., & Parsons, S. (2002). Teenage aspirations for future careers and occupational outcomes. Journal of Vocational Behavior, 60(2), 262–288. https://doi.org/10.1006/JVBE.2001.1867
  19. Brown, C., Douthwaite, A., Costas, Batlle., I., & Savvides, N. (2022). A multi-stakeholder analysis of the risks to early school leaving: Comparing young peoples’ and educators’ perspectives on five categories of risk. Journal of Youth Studies, 27(3), 414–438. https://doi.org/10.1080/13676261.2022.2132139
  20. Witherspoon, D., & Ennett, S. (2011). Stability and change in rural youths’ educational outcome through the middle and high school years. Journal of Youth & Adolescence, 40(9), 1077–1090. https://doi.org/10.1007/s10964-010-9614-6
  21. Bonnet, J., & Murtin, F. (2024). Why do students leave school early in OECD countries? The role of regional labor markets and school policies. Journal of Regional Science, 64(2), 277–307. https://doi.org/10.1111/jors.12671
  22. Weiss, J., & Heinz-Fischer, C. (2022). The more rural the less educated? An analysis of national policy strategies for enhancing young adults’ participation in formal and informal training in European rural areas. Youth, 2(3), 405–421. https://doi.org/10.3390/youth2030030
  23. Mavridoglou, G., Giantsi, T., Tselentis, B., Anagnostelos, K., & Prokopiou, D. (2020). Tourism infrastructure, health, and environment for the island of Crete. WIT Transactions on Ecology and the Environment, 241, 3–14. https://doi.org/10.2495/SDP200011
  24. Polykretis, C., & Alexakis, D. D. (2021). Spatial stratified heterogeneity of fertility and its association with socio-economic determinants using Geographical Detector: The case study of Crete Island, Greece. Applied Geography, 127, 102384. https://doi.org/10.1016/j.apgeog.2020.102384
  25. van Maarseveen, R. (2021). The urban–rural education gap: Do cities indeed make us smarter? Journal of Economic Geography, 21, 683–714. https://doi.org/10.1093/jeg/lbaa033
  26. Zahl-Thanem, A., & Rye, J. F. (2024). Spatial inequality in higher education: A growing urban–rural educational gap? European Sociological Review, 40(6), 1067–1081. https://doi.org/10.1093/esr/jcae015
  27. Ito, S., & Shonchoy, A. (2020). Seasonality, academic calendar, and school drop-outs in developing countries. In Working Papers 2013. Florida International University.
  28. European Commission. (2023). Early leavers from education and training statistics. Retrieved from: https://ec.europa.eu/eurostat/statistics-explained/index.php/Early_leavers_from_education_and_training
  29. Hellenic Statistical Authority. (2021). Lower secondary education schools (pupils, schools, staff) (beginning & end of the school year) / 2021. Retrieved from: https://www.statistics.gr/el/statistics/-/publication/SED21/-
  30. Uğras¸, M., Zengin, E., Papadakis, S., & Kalogiannakis, M. (2023). Early childhood learning losses during COVID-19: Systematic review. Sustainability, 15(7), 6199. https://doi.org/10. 3390/su15076199
  31. Baum-Snow, N. (2007). Did highways cause suburbanization? The Quarterly Journal of Economics, 122(2), 775–805.
  32. Proost, S., & Thisse, J.-F. (2019). What can be learned from spatial economics? Journal of Economic Literature, 57(3), 575–643.
  33. Doyle, G., & Keane, E. (2018). ‘Education comes second to surviving’: Parental perspectives on their child/ren’s early school leaving in an area challenged by marginalisation. Irish Educational Studies, 38(1), 71–88. https://doi.org/10.1080/03323315.2018.1512888
  34. European Commission. (2024). Education and training monitor 2024: Comparative report. Luxembourg: Publications Office of the European Union. https://doi.org/10.2766/815875

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