Profiles of depression in adolescents in the context of depressive symptoms, selected psychosocial and demographic characteristics – cluster analysis
pdf

Keywords

depression
psychosocial characteristics
gender
adolescents
cluster analysis

How to Cite

Baranowska, A., Mausch, K., & Ryś, E. (2024). Profiles of depression in adolescents in the context of depressive symptoms, selected psychosocial and demographic characteristics – cluster analysis. Quarterly Journal Fides Et Ratio, 59(3), 110-124. https://doi.org/10.34766/fer.v59i3.1304
Keywords

Abstract

The aim of the study was to determine and characterize the profiles of the studied adolescents in terms of depression, psychosocial and demographic characteristics using a hierarchical cluster analysis. In the presented research, the characteristics of the clusters include data on: the occurrence of depressive symptoms, mood (general and situational), basic emotions, loneliness, personal competences, coping with stress, gender and age. During and after the COVID 19 pandemic, a global increase in depression in children and adolescents has been observed. The study of the relationships between symptoms of depression, psychosocial and demographic characteristics aims to deepen the knowledge and use it in the development of programs for interventions, support and therapy in medical and educational practice. The presented research involved students of grades 4-8, aged 11 to 16 (M = 12.5), 53% – girls, 42% – boys, 5% did not answer. The analyzes showed the existence of four clusters. There are significant relationships between the intensity of depressive symptoms, psychosocial features and gender in the surveyed adolescents, i.e. with the severity of depressive symptoms, the following decreases: the level of self-efficacy, the use of active coping, the experience of positive mood and joy, increases level of loneliness, dominance of negative mood and experiencing negative emotions (fear, anger, guilt, sadness). Two different profiles were identified in people with moderate depressive symptoms. The obtained research results confirm the heterogeneity of the phenomenon of depression, which is revealed by different pictures (profiles) of this disorder, also within a specific type. The research results confirm the position that the symptoms of depressive symptoms described by teenagers are not always consistent with the diagnostic criteria, therefore the phenomenon of depression in children and adolescents requires further recognition. The presented results confirm the validity of the position that it is necessary to increase and adapt intervention activities at school aimed at children and youth to gender and gender in order to strengthen their personal resources.

https://doi.org/10.34766/fer.v59i3.1304
pdf

References

Adedeji, A., Otto, Ch., Kaman, A., Reiss, F., Devine, J., Ravens-Sieberer, U. (2021). Peer Relationships and Depressive Symptoms Among Adolescents: Results From the German BELLA Study. Frontiers in Psychology, 12, 1-11. https://doi.org/10.3389/fpsyg.2021.767922

Bandura, A. (2007). Teoria społecznego uczenia się. Warszawa: Wydawnictwo Naukowe PWN.

Baptista, M.N., Borges, L., Serpa, A.L.O. (2017). Gender and age-related differences in depressive symptoms among Brazilian children and adolescents. Paidéia (Ribeirão Preto), 27(68), 290-297. https://doi.org/10.1590/1982-43272768201706

Barr-Zisowitz, C. (2005). „Smutek” – czy istnieje takie zjawisko? (In:) M. Lewis, J.M. Haviland-Jones (eds.), Psychologia emocji, 761-779. Gdańsk: Gdańskie Wydawnictwo Psychologiczne.

Burnett, D. (2020). Psycho–logika. Skąd biorą się problemy ze zdrowiem psychicznym i jak je zrozumieć. Kraków: Inisignis.

Cao, S., Zhu, Y., Li, P., Zhang, W., Ding, C., Yang, D. (2022). Age Difference in Roles of Perceived Social Support and Psychological Capital on Mental Health During COVID-19. Frontiers in Psychology, 13, 1-8. https://doi.org/10.3389/fpsyg.2022.801241

Erzen, E., Cikrikci, O. (2018). The effect of loneliness on depression: A meta-analysis. International Journal of Social Psychiatry, 64(160), 427-433.

Essau, C.A., Torre-Luque, A., Lewinsohn, P.M., Rohde, P. (2020). Patterns, predictors, and outcome of the trajectories of depressive symptoms from adolescence to adulthood. Depression and Anxiety, 37, 565–575. https://doi.org/10.1002/da.23034

Gasiul, H. (2007). Teorie emocji i motywacji. Warszawa: Wydawnictwo Naukowe UKSW.

Gaurav, M., Vinod, V., Suprakash, C., Vishal, I. (2023). Epidemic of Depression and Anxiety in child and adolescent population during COVID-19 pandemic: A systematic review and meta analysis of the prevalence of depression and anxiety. Indian Journal of Psychiatry, 65(3), 299–309, https://doi.org/10.4103/indianjpsychiatry.indianjpsychiatry_700_21

Hay, D.F. (2021). Rozwój emocjonalny od niemowlęctwa do dorastania. Kierunki rozwoju kompetencji emocjonalnych i problemów emocjonalnych. Warszawa: Diffin.

Henriksen, A.K., Ulberg, R., Tallberg, B., Løvgren, A., Johnsen Dahl, H.S. (2021). Conflicted Anger as a Central Dynamic in Depression in Adolescents – A Double Case Study. International Journal of Environmental Research and Public Health, 18, 1-20. https://doi.org/10.3390/ijerph18126466

Hollender, A.E., Elsayed, N.M., Vogel, A.C., Tillman, R., Barch, D.M., Luby, J.L., Gilbert, K.E. (2024). Childhood emotion dysregulation mediates the relationship between preschool emotion labeling and adolescent depressive symptoms. Emotion, 24(1), 81–92. https://doi.org/10.1037/emo0001248

Hongell-Ekholm, N., Londen, M., Fagerlund, Å. (2024). Supporting adolescents’ personal growth and well-being through the Study with Strength intervention. Cogent Education, 11(1), 1-15. https://doi.org/10.1080/2331186X.2023.2298596

Horwitz, A., Hill, R., King, Ch. (2010). Specific coping behaviors in relation to adolescent depression and suicidal idetion. Journal of Adolescence, 34(5), 1077-1084. https://doi.org/10.1016/j.adolescence.2010.10.004

Hutten, E., Jongen, E.M. M., Verboon, P., Bos, A.E.R., Smeekens, S., Cillessen, A.H. (2021). Trajectories of Loneliness and Psychosocial Functioning. Journal Frontiers in Psychology, 12, 1-9. https://doi.org/10.3389/fpsyg.2021.689913

Izard, C.E., Ackerman, B.P. (2005). Motywacyjne i regulujące funkcje odrębnych emocji. (In:) M. Lewis, J.M. Haviland-Jones (eds.), Psychologia emocji, 327-341. Gdańsk: Gdańskie Wydawnictwo Psychologiczne.

Jankowicz, S. (2018). Depresja wieku młodzieńczego – etiologia i obraz kliniczny. Zeszyty Naukowe Towarzystwa Doktorantów UJ Nauki Społeczne, 3 (22), 183-190.

Johnson, M.K. (2020). Joy: a review of the literature and suggestions for future directions. The Journal of Positive Psychology, 15, 5-24. https://doi.org/10.1080/17439760.2019.1685581

Juul, E., Hjemdal, O., Aune, T. (2021). Prevalence of depressive symptoms among older children and young adolescents: a longitudinal population-based study. Scandinavian Journal of Child and Adolescent Psychiatry and Psychology, 9(1), 64-72. https://doi.org/10.21307/sjcapp-2021-008

Kaminsky, L., Robertson, M., Dewey, D. (2006). Psychological correlates of depression in children with recurrent abdominal pain. Journal of Pediatric Psychology, 31(9), 956-966. https://doi.org/10.1093/jpepsy/jsj103

Karabab, A. (2020). The relationship between trait anger and loneliness among early adolescents: The moderating role of emotion regulation. Personality and Individual Differences, 159, 1-11. https://doi.org/10.1016/j.paid.2020.109856

Kayaoğlu, K., Başcıllar, M. (2022). Determining the relationship between loneliness and depression in adolescents during the COVID-19 pandemic: A cross-sectional survey. Journal of Child and Adolescent Psychiatric Nursing, 35(4), 315-321. https://doi.org/10.1111/jcap.12384

Kępiński, A. (2014). Melancholia. Kraków: Wydawnictwo Literackie.

Lelek, A., Mostowik, J., Kwapniewska, A., Adamczyk-Banach, M. (2021). Jak nastolatki radzą sobie z sytuacjami kryzysowymi? Wstępne doniesienia z badań nastolatków z zaburzeniami depresyjnymi i lękowymi. Psychoterapia, 4, 49-63. https://doi.org/10.12740/PT/146493

Loades, M.E., St Clair, M.C., Orchard, F., Goodyer, I., Reynolds, S. (2022). Depression symptom clusters in adolescents: A latent class analysis in a clinical sample. Psychotherapy Research, 32(7), 860–873. https://doi.org/10.1080/10503307.2022.2030498

Lopez-Serrano, J., Díaz-Bóveda, R., González-Vallespí, L., Santamarina-Pérez, P., Bretones-Rodríguez, A., Calvo, R., Lera-Miguel, S. (2023). Psychological impact during COVID-19 lockdown in children and adolescents with previous mental health disorders. Spanish Journal of Psychiatry and Mental Health, 16 (1), 32-41. https://doi.org/10.1016/j.rpsm.2021.04.002

Madigan, S., Racine, N., Vaillancourt, T., Korczak, D., Hewiit, J., Pador, P., Park, J., McArthur B., Holy, C., Neville, R. (2023). Changes in Depression and Anxiety Among Children and Adolescents From Before to During the COVID-19 Pandemic: A Systematic Review and Meta-analysis. JAMA Pediatric, 177(6), 567–581. https://doi:10.1001/jamapediatrics.2023.0846

Marszał-Wiśniewska, M., Fajkowska-Stanik, M. (2005). Temperament, tendencje depresyjne i detekcja sygnałów emocjonalnych. Czasopismo Psychologiczne, 11(2), 119-130.

Mayne, S.L., Hannan, Ch., Davis, M., Young, J.F., Kelly, M.K., Powell, M., Dalembert, G., McPeak, K.E., Jenssen, B.P., Fiks, A. (2023). COVID-19 and Adolescent Depression and Suicide Risk Screening Outcomes. Pedriatrics, 148(3), 1-11. https://doi.org/10.1542/peds.2021-051507

Ministerstwo Zdrowia (2018). Program zapobiegania depresji w Polsce na lata 2016-2020. Warszawa: Ministerstwo Zdrowia.

Morales-Rodríguez, F.M. (2021). Fear, Stress, Resilience and Coping Strategies during COVID-19 in Spanish University Students. Sustainability 13(11), 1-19. https://doi.org/10.3390/su13115824

Murawiec, S. (2017). Rozpoznawanie i leczenie depresji w praktyce lekarza POZ – aspekty praktyczne. Psychiatria, 5, 338-343.

Muris, P., Meesters, C., Pierik, A., De Kock, B. (2016). Good for the Self: Self-Compassion and Other Self-Related Constructs in Relation to Symptoms of Anxiety and Depression in Non-clinical Youths. Journal of Child and Family Studies, 25, 607-617. https://doi.org/10.1007/s10826-015-0235-2

Nunes, D., Faro, A. (2021). The role of self-efficacy, self-esteem and self-concept in depression in adolescents. Ciencias Psicológicas, 15(5), 1-13. https://doi.org/10.22235/cp.v15i2.2164

Oleś, M. (2006). Psychologiczna charakterystyka dzieci o wysokim i niskim poczuciu osamotnienia. Roczniki Psychologiczne, 9 (1), 121-140.

Padesky, Ch.A., Greeenberger, D. (2017). Umysł ponad nastrojem. Zmień nastrój przez zmianę sposobu myślenia, Kraków: Wydawnictwo Uniwersytetu Jagiellońskiego.

Pels, K.K. (2020). O molekularnej patogenezie stresu i depresji. Kosmos. Problemy Nauk Biologicznych, 69(1), 169-183. https://doi.org/10.36921/kos.2020_2619

Pullen, L., Modrcin, M.A., McGuire, S.L., Lane, K., Kearnely, M., Engle, S. (2015). Anger in Adolescent Communities: How Angry Are They? Pediatric Nursing, 41(3), 135-140.

R Core Team (2022). A language and environment for statistical computing. R Foundation for Statistical Computing. (From:) https://www.R-project.org/ (access: 09.07.2024).

Racine, N., McArthur, B.A., Cooke, J.E., Eirich, R., Zhu, J., Madigan, S. (2021). Global Prevalence of Depressive and Anxiety Symptoms in Children and Adolescents During COVID-19A Meta-analysis. JAMA Pediatric, 175(11), 1142-1150. https://doi:10.1001/jamapediatrics.2021.2482

Radziwiłłowicz, W. (2020). Zaburzenia emocjonalne (internalizacyjne). (In:) I. Grzegorzewska, L. Cierpiałkowska, A.R. Borkowska (eds.), Psychologia kliniczna dzieci i młodzieży, 409-452. Warszawa: Wydawnictwo Naukowe PWN.

Ryś, E., Mausch, K., Baranowska, A. (2023). Emocje podstawowe a kompetencje osobiste we wczesnej adolescencji. Studium empiryczne na przykładzie uczniów klas V-VIII. Edukacja Dziecka, 7, 9-27.

Soloey-Nilsen, H., Nygaard-Odeh, K., Kristiansen, M.G., Kvig, E.I., Brekke, O.L., Mollnes, T.E., Berk, M., Reitan, S.K., Oiesvold, T. (2024). Transdiagnostic Associations between Anger Hostility and Chemokine Interferon-gamma Inducible Protein 10. Clinical Psychopharmacology Neuroscience, 22(2), 285-294. https://doi.org/10.9758/cpn/23.1091

Taka, Y., Brunwasser, S., Litchwark-Aschoff, A., Engels, R. (2017). The Prospective Associations between Self-Efficacy and Depressive Symptoms from Early to Middle Adolescence: A Cross-Lagged Model. Journal of Youth and Adolscence, 46, 744-756. https://doi.org/10.1007/s10964-016-0614-z

Türk, F., Kul, A., Kılınç, E. (2021). Depression-anxiety and coping strategies of adolescents during the Covid-19 pandemic. Turkish Journal of Education, 10(2), 58-75. https://doi.org/10.19128/turje.814621

Twenge, J.M., Haidt, J., Blake, A.B., McAllister, C., Lemon, H., Le Roy, A. (2021). Worldwide increases in adolescent loneliness. Journal of Adolescence, 93, 257-269. https://doi.org/10.1016/j.adolescence.2021.06.006

Twivy, E., Kirkham, M., Cooper, M. (2023). The lived experience of adolescent depression: A systematic review and meta-aggregation. Clinical Psychology & Psychotherapy, 30(4), 754-767. https://doi.org/10.1002/cpp.2834

Wang, S., Chen, L., Ran, H., Che, Y., Fang, D., Sun, H., Peng, J., Liang, X., Xiao, Y. (2022). Depression and anxiety among children and adolescents pre and post COVID-19: A comparative meta-analysis. Frontiers in Psychiatry, 13, 1-10. https://doi.org/10.3389/fpsyt.2022.917552

World Health Organization (2021). Mental health of adolescents. (From:) https://www.who.int/news-room/fact-sheets/detail/adolescent-mental-health (access: 05.07.2024).

Wrótniak, J. (2018). Poczucie samotności młodzieży w dobie portali społecznościowych. Problemy Opiekuńczo-Wychowawcze, 8, 51-59. https://doi.org/10.5604/01.3001.0012.7473

Zhou, SJ, Zhang, LG, Wang, LL (2020). Prevalence and socio-demographic correlates of psychological health problems in Chinese adolescents during the outbreak of COVID-19. European Child & Adolescent Psychiatry, 29(6), 749-758. https://doi.org/10.1007/s00787-020-01541-4

Zhou, Z., Shek, D.T.L., Zhu, X., Dou, D. (2020). Positive Youth Development and Adolescent Depression: A Longitudinal Study Based on Mainland Chinese High School Students. International Journal of Environmental Research and Public Health, 17, 1-15. https://doi.org/10.3390/ijerph17124457

Zulkipli, S.N., Suliaman, I., Abidin, M.S.Z., Anas, N., Mohamad, M.A., Ahmat, A. Ch., Jamil, W. (2024). Understanding the rise of teenage depression in Malaysia: Trends, causes, and societal impact. International Journal of Advanced and Applied Sciences, 11(3), 265-273. https://doi.org/10.21833/ijaas.2024.03.025

Downloads

Download data is not yet available.