Georgia Konstantopoulou, Theodoros Iliou, Natassa Raikou


The purpose of the present study is to evaluate the depression of university students and to investigate statistically predictive factors of depression types. In Greece, the University is the beginning of a new life for all young people who enter adulthood from adolescence and when it is one of life's greatest goals, it often produces symptoms of stress and depression. Students have difficulty organizing and managing their work, setting goals and identifying priorities, working in groups, stressing public speaking, and experiencing emotional disturbances. So, we administered the Beck Depression Inventory (BDI) scale to 101 students at the University of Patras in Greece. The BDI measures the cognitive, behavioural, and physical manifestations of one's depression (and severity of depression) over the last week and includes 21 questions, ranging from 0-3, and depending on the overall score, 1) the depression is interpreted as normal 2) as a mild mood disorder, 3) as marginal clinical depression, 4) as moderate depression, 5) as severe depression and 6) as extreme depression. In this study, we separated our dataset into the above six depression categories and applied linear regression to predict the category Depression from the rest of the questionnaire variables. According to the results, we achieved a total prediction of 98% of the dataset that calculates the Regression equation.


students, clinical assessment, depression, depression types, Beck Depression Inventory (BDI)

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Abela, J. R. Z., & Hankin, B. L. (2008). Cognitive vulnerability to depression in children and adolescents: A developmental psychopathology perspective. In J. R. Z. Abela & B. L. Hankin (Eds.). Handbook of depression in children and adolescents (p. 35–78). The Guilford Press.

American Psychiatric Association (2013). Diagnostic and statistical manual of mental disorders (5th edition). Arlington (VA): American Psychiatric Association.

Arnett, J. J. (2000). Emerging adulthood: A theory of development from the late teens through the twenties. American Psychologist, 55, 469-480.

Bayram, N., & Bilgel, N. (2008). The prevalence and socio-demographic correlations of depression, anxiety and stress among a group of university students. Social Psychiatry and Psychiatric Epidemiology, 43 (8), 667-672.

Blanco, C., Okuda, M., Wright, C., Hasiu, D.S., Grant, B. F., Liu, S. M., & Olfson, M. (2008). Mental health of college students and their non-college attending peers. Results from the national epidemiologic study of alcohol and related conditions. Archives of General Psychiatry, 65 (12), 1429-1437.

Clara, A. (1998). Mental health care for students in higher education. Archives of Public Health, 56, 63-79.

Donias S, & Demertzis, I. (1983). Validation of the Beck Depression Inventory [in Greek]. In G. Varfis (Ed.). 10th Hellenic Congress of Neurology and Psychiatry. Thessaloniki: University Studio Press (486-492).

Efthimiou, K., Efstathiou, G., & Kalantzi-Azizi, A. (2007). Panhellenic Epidemiological Mental Health Survey in the Student Population. Athens: Topos.

Efthimiou, K., Mavroides, Ath., Pavlatou, E. & Kalantzis-Azizi, A. (2006). First Mental Health Aids. A guide to mental disorders and their treatment. Athens: Greek Letters.

Giotakos, O. (2006). Students' mental health. Support Guide. Athens: Greek Letters.

Hammen, C. L. (1980). Depression in college students: Beyond the Beck Depression Inventory. Journal of Consulting and Clinical Psychology, 48 (1), 126–128.

Harrington, R., Rutter, M., & Frombonne, E. (1996). Developmental pathways in depression: Multiple meanings, antecedents, and endpoints. Development & Psychopathology, 8 (4), 601-616.

Harrington, R., Fudge, H., Rutter, M., Pickles, A., & Hill, J. (1990). Adult outcomes of childhood and adolescent depression: I. Psychiatric status. Archives of General Psychiatry, 47, 463-473.

Hunt, J., & Eisenberg, D. (2010). Mental health problems and help-seeking behavior among college students. Journal of Adolescent Health, 46, 3-10.

Jadoon N. A., Yaqoob, R., Raza, A., Shehzad, M. A., Zeshan, S. C. (2010). Anxiety and depression among medical students: a cross-sectional study. The Journal of the Pakistan Medical Association, 60 (8), 699-702.

Kalantzi-Azizi, A., Karadimas, E. H., & Sotiropoulou, G. (2001). A cognitive-behavioral group intervention program in the student population to enhance self-efficacy expectations. Psychology, 8 (2), 267-280.

Mackenzie, S., Wiegel, J. R., Mundt, M., Brown, D., Saewyc, E., Heiligenstein, E., Harahan, B., & Fleming, M. (2011). Depression and suicide ideation among students accessing campus health care. American Journal of Orthopsychiatry, 81 (1), 101–107.

Oliver, J. M., & Burkham, R. (1979). Depression in university students: Correlates with duration, relation to calendar time, prevalence, and demographic. Journal of Abnormal Psychology, 88 (6), 667–670.

Rudolf, K. D., & Klein, D. N. (2009). Exploring Depressive Personality Traits in Youth: Origins, Correlates, and Developmental Consequences. Development & Psychopathology, 21 (4), 1155-1180.

Skapetorachi, A. G. (2002). Evaluation of the project provided at the University of Athens Student Counseling Center with emphasis on general health perception. Athens: National Kapodistrian University of Athens. Department of Philosophy, Pedagogy and Psychology, Master's Degree Program in Clinical Psychology.

Tselebis A, Gournas G, Tzitzanidou G, Panagiotou A, Ilias I. (2006). Anxiety and depression in Greek nursing and medical personnel. Psychological Reports, 99 (1): 93-6.

Vitasari, P., Wahab, M. A., Othman, A., & Awang, M. G. (2010). The use of study anxiety intervention in reducing anxiety to improve academic performance among university students. International Journal of Psychological Studies, 2(1), 89-96.



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