Challenges of the Modern World in the Educational Field: Mixed Methods on Depression, Anxiety & Stress, GPA, OCB & Dropouts Rate in UK, Ireland & Spain
Main Article Content
Samuel PD Anantadjaya*
Irma M. Nawangwulan
Timotius A. Rachmat
Pikat AR Muqaddasah
This study examines how depression, anxiety, and stress affect academic performance, Organizational Citizenship Behavior (OCB), and dropout risk among adolescents in technical and vocational education institutions across the United Kingdom, Ireland, and Spain. Given rising mental health concerns, educators and researchers prioritize understanding how these issues shape educational outcomes. A mixed-methods approach combined quantitative analysis and narrative inquiry. Quantitatively, Structural Equation Modeling (SEM) using IBM SPSS AMOS tested links between depression, anxiety, stress, Grade Point Average (GPA), OCB, and dropout risk using data from 1,456 students aged 15-18. Qualitatively, semi-structured interviews explored lived experiences and views on mental health and academic engagement. Results showed depression, anxiety, and stress significantly lowered GPA and OCB while increasing dropout risk. Stress was the strongest predictor across outcomes. Qualitative themes included emotional overload, academic fatigue, social withdrawal, and institutional troubles. Students reported stress as the most immediate influence on learning, social participation, and educational persistence. Cross-national comparisons showed consistent relationships, though effect sizes varied by educational and socio-cultural context. The study concludes mental health is a major driver of educational success and retention in vocational education, supporting broad mental health interventions, early support mechanisms, and policy actions to improve student well-being, academic outcomes, and long-term educational trajectories.
Ahmed, S. K. (2024). The pillars of trustworthiness in qualitative research. Journal of Medicine, Surgery, and Public Health, 2, 100051. https://doi.org/10.1016/j.glmedi.2024.100051
Alvarez, A. P., Lenau, T., Boizumault, L., & Ordieres-Mere, M. (2025). Reimagining Higher Education: Leveraging AI and Biomimicry to Enhance Creativity and Complex Problem-Solving Skills in Civil Enginnering and Beyond. 19th International Technology, Education and Development Conference, 6405–6413. https://doi.org/10.21125/inted.2025.1657
Anderson, J. C., & Gerbing, D. W. (1988). Structural equation modeling in practice: A review and recommended two-step approach. Psychological Bulletin, 103(3), 411–423. https://doi.org/10.1037/0033-2909.103.3.411
Aneshensel, C. S., & Mitchell, U. A. (2014). The Stress Process: Its Origins, Evolution, and Future. In R. J. Johnson, R. J. Turner, & B. G. Link (Eds.), Sociology of Mental Health (pp. 53–74). Springer, Cham. https://doi.org/10.1007/978-3-319-07797-0_3
Archambault, I., Janosz, M., Olivier, E., & Dupere, V. (2022). Student Engagement and School Dropout: Theories, Evidence, and Future Directions. In A. L. Reschly & S. L. Christenson (Eds.), Handbook of Research on Student Engagement (pp. 331–355). Springer Nature Switzerland AG. https://doi.org/10.1007/978-3-031-07853-8_16
Ayres, L. (2008). Semi-Structured Interview. In L. M. Given (Ed.), The SAGE Encyclopedia of Qualitative Research Methods. SAGE Publications Inc. https://doi.org/10.4135/9781412963909.n420
Bandura, A. (1998). Health promotion from the perspective of social cognitive theory. Psychology & Health, 13(4), 623–649. https://doi.org/10.1080/08870449808407422
Benitez-Agudelo, J., Restrepo, D., Navarro-Jimenez, E., & Clemente-Suarez, V. J. (2025). Longitudinal Effects of Stress in an Academic Context on Psychological Well-Being, Physiological Markers, Health Behaviors, and Academic Performance in University Students. BMC Psychology, 13(753). https://doi.org/10.1186/s40359-025-03041-z
Benvenuti, M., Wright, M., Naslund, J., & Miers, A. C. (2023). How Technology Use is Changing Adolescents’ Behaviors and Their Social, Physical, and Cognitive Development. Current Psychology, 42, 16466–16469. https://doi.org/10.1007/s12144-023-04254-4
Bolino, M. C., Klotz, A. C., & Whitney, J. M. (2024). The Origin, Evolution, and Future of Organizational Citizenship Behavior. Academy of Management, 3(3). https://doi.org/10.5465/amc.2023.0002
Brata, W. W. W., Susanto, H., & Zubaidah, S. (2025). Theoretical Underpinnings and Future Research on Academic Stress in Biological and Educational Perspectives. Humanities and Social Sciences Communications, 12(146). https://doi.org/10.1057/s41599-025-04484-w
Butnaru, G. I., Haller, A.-P., Dragolea, L.-L., Anichitti, A., & Harsan, G.-D. T. (2021). No Title. MDPI-International Journal of Environmental Research and Public Health, 18(18). https://doi.org/10.3390/ijerph18189665
Campbell, D. (2024). Nearly a Third of UK Secondary Pupils Avoid School due to Anxiety, Survey Finds. The Guardian.
Cedefop. (2024). Educación y Formación Profesionales en España: Descripción Breve. Centro Europeo Para El Desarrollo de La Formacion Profesional. https://doi.org/10.2801/964900
Contreras, D., Gonzalez, L., Lascar, S., & Lopez, V. (2022). Negative Teacher–Student and Student–Student Relationships are Associated with School Dropout: Evidence from a Large-Scale Longitudinal Study in Chile. International Journal of Education Development, 91. https://doi.org/10.1016/j.ijedudev.2022.102576
Creswell, J. W., & Creswell, J. D. (2018). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches. SAGE Publications Inc.
Department of Children Disability and Equality. (2023, November). Statistical Spotlight #10: The Mental Health of Children and Young People in Ireland. Government of Ireland.
Dupere, V., Leventhal, T., Dion, E., Crosnoe, R., Archambault, I., & Janosz, M. (2015). Stressors and Turning Points in High School and Dropout: A Stress Process, Life Course Framework. Review of Educational Research, 85(4), 591–629. https://doi.org/10.3102/0034654314559845
Faculty of Education and Society. (2024, April). The Educational Provision for 14 to 16-year-olds in Further Education in England. The Association of Colleges and IOE.
Fredricks, J. A. (2011). Engagement in School and Out-of-School Contexts: A Multidimensional View of Engagement. Theory Into Practice, 50(4), 327–335. https://doi.org/https://www.jstor.org/stable/41331061
Gallup, A. (2023). What We Know About Registered Apprenticeship: A Systematic Review and Synthesis of 30 Years of Empirical Research. Business & Management, 38(1). https://doi.org/10.1177/08912424231196792
George, L. K. (2011). Social Factors, Depression, and Aging. In Handbook of Aging and the Social Sciences (pp. 149–162). Science Direct. https://doi.org/10.1016/B978-0-12-380880-6.00011-3
Haynes-Brown, T. (2025). The Role of Sampling in an Explanatory Sequential Mixed Methods Study: General Applications of the Transformative Paradigm. Methods in Psychology, 12. https://doi.org/10.1016/j.metip.2025.100176
Heath, J., Moran, M., & Dowrick, A. (2024). Examining Qualitative Cross-Country Comparative Analysis in Health: Reflective Insights and Methodological Considerations. SSM - Qualitative Research in Health, 5. https://doi.org/10.1016/j.ssmqr.2024.100416
Hoare, P., & Stanfield, A. (2010). Psychiatric Disorders in Childhood and Adolescence. In Companion to Psychiartric Studies (8th ed., pp. 595–633). Science Direct. https://doi.org/10.1016/B978-0-7020-3137-3.00021-8
Iqra. (2024). A Systematic – Review of Academic Stress Intended to Improve the Educational Journey of Learners. Methods in Psychology2, 11. https://doi.org/10.1016/j.metip.2024.100163
Jansen, M., & Ponce, D. T. (2026). The Impact of Apprenticeships on the Labour Market Insertion of Youth in Spain. JP Morgan-New Skills at Work.
Jiménez-Beltrán, F. J., López-Guzmán, T., & Santa Cruz, F. G. (2016). Analysis of the relationship between tourism and food culture. Sustainability (Switzerland), 8(5). https://doi.org/10.3390/su8050418
Kretchmar, J. (2024). Social Learning Theory. University of North Carolina - Chapel Hill.
Kunselman, A. R. (2024). A Brief Overview of Pilot Studies and Their Sample Size Justification. Fertility and Sterility, 121(6), 899–901. https://doi.org/10.1016/j.fertnstert.2024.01.040
Lao, C.-C., Tan, L., Liang, J., Zeng, L., Li, Z., Huang, Y., Guo, Z.-Y., Xu, Y.-D., Tan, T., Tian, X., Liu, J., & Chen, K. (2025). Verifying Scientific Validity and Enhancing Response Motivation in Digital Human-Based Mental Health Assessment: A Mixed-Methods Study. In V. G. Duffy (Ed.), Digital Human Modelling and Applications in Health, Safety, Ergonomics and Risk Management (pp. 22–40). Springer, Cham. https://doi.org/10.1007/978-3-031-93502-2_2
Lee, X., Griffin, A., Ragavan, M. I., & Patel, M. (2024). Adolescent Mental Health and Academic Performance: Determining Evidence-Based Associations and Informing Approaches to Support in Educational Settings. Pediatric Research, 95, 1395–137. https://doi.org/10.1038/s41390-024-03098-3
Lewis, J., & Stiebahl, S. (2025). Student Mental Health in England: Statistics, Policy, and Guidance. House of Commons Library.
Li, Y. (2011). School Engagement: What it is and Why it is Important for Positive Youth Development. In Advances in Child Development and Behavior (Vol. 41, pp. 131–160). Science Direct. https://doi.org/10.1016/B978-0-12-386492-5.00006-3
Lovibond, P. F., & Lovibond, S. H. (1995). Depression Anxiety and Stress Scales. Depression Anxiety and Stress Scales. https://doi.org/10.1037/t39835-000
Ma, X. (2025). The Relationship Between Psychological Stress and Academic Performance Among College Students: The Mediating Roles of Cognitive Load and Self-Efficacy. Acta Psychologica, 259. https://doi.org/https://doi.org/10.1016/j.actpsy.2025.105433
Majeswska, D., & Johnson, M. (2024). Uncovering the Landscape of Cross-National UK Education Research: An Exploratory Review. Educational Research, 66(2), 205–227. https://doi.org/10.1080/00131881.2024.2334751
Mason, C. (2011). Entrepreneurship Education and Research: Emerging Trends and Concerns. Journal of Global Entrepreneurship, 1(1), 13–25.
Matovic, N., & Overni, K. (2023). Interaction of Quantitative and Qualitative Methodology in Mixed Methods Research: Integration and/or Combination. International Journal of Social Research Methodology, 26(1), 51–65. https://doi.org/10.1080/13645579.2021.1964857
McGorry, P., Gunasiri, H., Mei, C., & Gao, C. X. (2025). The Youth Mental Health Crisis: Analysis and Solutions. Frontier-Psychiatry, 15. https://doi.org/10.3389/fpsyt.2024.1517533
McLaughlin, K. A., Garrad, M. C., & Somerville, L. H. (2015). What Develops During Emotional Development? A Component Process Approach to Identifying Sources of Psychopathology Risk in Adolescence. Dialogues in Clinical Neuroscience, 17(4), 403–410. https://doi.org/10.31887/dcns.2015.17.4/kmclaughlin
Miller, L., & Campo, J. V. (2021). Depression in Adolescents. The New England Journal of Medicine, 385(5), 445–449. https://doi.org/10.1056/NEJMra2033475
National Institute of Mental Health. (2025). Teen Depression: More Than Just Moodiness (OM 22-4321).
Nicols, C. M. (2022). Qualitative and Quantitative Methods in Research. In The Palgrave Encyclopedia of Social Marketing (pp. 1–3). Palgrave Macmillan, Cham. https://doi.org/10.1007/978-3-030-14449-4_154-1
O’Brien, C. (2023, April). Why Are College Dropout Rates on the Up in Ireland? Disconnection, Isolation and Exam Inexperience Among Factors Behind Increase, Academics Say. The Irish Times.
OECD. (2025). Education at a Glance 2025: United Kingdom. https://doi.org/Education at a Glance 2025: United Kingdom
Organ, D. W. (1997). Organizational citizenship behavior: It’s construct clean-up time. In Human Performance (Vol. 10, Issue 2, pp. 85–97). https://doi.org/10.1207/s15327043hup1002_2
Organ, D. W. (2015). Organizational Citizenship Behavior. In International Encyclopedia of the Social & Behavioral Sciences (pp. 317–321). Science Direct. https://doi.org/10.1016/B978-0-08-097086-8.22031-X
Orr, K. (2020). A Future for the Further Education Sector in England. Journal of Education and Work, 33(7–8), 507–514. https://doi.org/10.1080/13639080.2020.1852507
Pascoe, M. C., Hetrick, S. E., & Parker, A. G. (2020). The Impact of Stress on Students in Secondary School and Higher Education. International Journal of Adolescence and Youth, 25(1), 104–112. https://doi.org/10.1080/02673843.2019.1596823
Patel, S. (2025). Correlation Analysis: Exploring Relationships between Variables. https://doi.org/https://doi.org/10.13140/RG.2.2.16000.34561
Pearlin, L. I., Menaghan, E. G., Lieberman, M. A., & Mullan, J. T. (1981). The Stress Process. Journal of Health and Social Behavior, 22(4), 337–356. https://doi.org/10.2307/2136676
Perez-Jorge, D., Boutaba-Alehyan, M., Gonzalez-Contreras, A. I., & Perez-Perez, I. (2025). Examining the Effects of Academic Stress on Student Well-Being in Higher Education. Humanities and Social Sciences Communications, 12. https://doi.org/10.1057/s41599-025-04698-y
Podsakoff, P. M., Ahearne, M., & MacKenzie, S. B. (1997). Organizational Citizenship Behavior and the Quantity and Quality of Work Group Performance. The Journal of Applied Psychology, 82(2), 262–270. https://doi.org/10.1037/0021-9010.82.2.262
Podsakoff, P. M., MacKenzie, S. B., Paine, J. B., & Bachrach, D. G. (2000). Organizational citizenship behaviors: A critical review of the theoretical and empirical literature and suggestions for future research. Journal of Management, 26(3), 513–563. https://doi.org/10.1177/014920630002600307
Relly, S. J., & Laczik, A. (2022). Apprenticeship, Employer Engagement and Vocational Formation: A Process of Collaboration. Journal of Education and Work, 35(1), 1–15. https://doi.org/10.1080/13639080.2021.1983524
Salvans, G. (2023, April). Cedefop European Database on Apprenticeship Schemes. Cedefop.
Schumacher, A., Campisi, S. C., Khalfan, A. F., Merriman, K., Williams, T. S., & Karczak, D. J. (2024). Cognitive Functioning in Children and Adolescents with Depression: A Systematic Review and Meta-Analysis. European Neuropsychopharmacology, 79, 49–58. https://doi.org/10.1016/j.euroneuro.2023.11.005
Shwetha, B. V, & Ashraf, S. (2025). Exploring OCB in Academic Contexts: Insights from a Narrative Review. Journal of Marketing & Social Research, 2(6), 74–80. https://jmsr-online.com/article/exploring-ocb-in-academic-contexts-insights-from-a-narrative-review-310/
Sinval, J., Oliveira, P., Novais, F., Almeida, C. M., & Telles-Correira, D. (2024). Correlates of Burnout and Dropout Intentions in Medical Students: A Cross-Sectional Study. Journal of Affective Disorders, 364, 221–230. https://doi.org/10.1016/j.jad.2024.08.003
Smith, J. (2025). Spain Leads Global Tourism in 2025. Hampton Global Business Review.
Smith, T. (2024). Qualitative and Quantitative Research. In EBSCO Knowledge Advantage.
Soper, D. (2026). Calculator: A-priori Sample Size for Structural Equation Models. Free Statistics Calculators.
Stanford Medicine of Children Health. (2025). Major Depression in Teens.
Steare, T., Munoz, C. G., Sullivan, A., & Lewis, G. (2023). The Association Between Academic Pressure and Adolescent Mental Health Problems: A Systematic Review. Journal of Affective Disorders, 339, 301–317. https://doi.org/10.1016/j.jad.2023.07.028
UCL Institute of Education. (2026, April). Research Bridges Evidence Gap on How Colleges Support Young People in Further Education. University College London.
United Nation. (2024). 1 in 7 Children and Teens Impacted by Mental Health Conditions. UN News.
Usman, A. C., Al-Hendawi, M., & Bulut, S. (2025). Approaches to Qualitative Research: A Narrative Literature Review. Advances in Medicine, Psychology and Public Health, 2(2), 81–95. https://doi.org/10.5281/zenodo.12804998
Wijbenga, L., van der Velde, J., Korevaar, E. L., Reijneveld, S. A., Hofstra, J., & de Winter, A. F. (2024). Emotional Problems and Academic Performance: The Role of Executive Functioning Skills in undergraduate Students. Journal of Further and Higher Education, 48(2), 196–207. https://doi.org/10.1080/0309877X.2023.2300393
Williams, T., Lakhani, A., & Spelten, E. (2022). Interventions to Reduce Loneliness and Social Isolation in Rural Settings: A Mixed-Methods Review. Journal of Rural Studies, 90, 76–92. https://doi.org/10.1016/j.jrurstud.2022.02.001
Zhang, J., Peng, C., & Chen, C. (2024). Mental Health and Academic Performance of College Students: Knowledge in the Field of Mental Health, Self-Control, and Learning in College. Acta Psychologia, 248. https://doi.org/10.1016/j.actpsy.2024.104351
Zosuls, K. M., Lurye, L. E., & Ruble, D. N. (2008). Gender: Awareness, Identity, and Stereotyping. In Encyclopedia of Infant and Early Childhood Development (pp. 1–12). Science Direct. https://doi.org/10.1016/B978-012370877-9.00069-4









