Multidimensional and Ecological Model for Assessing the Mental Health of Children and Young People
Authors
CASMI – Advanced Centre for Mental Health and Research (Portugal)
HEI-Lab / SPIC / Universidad Lusófona (Portugal)
CASMI – Advanced Centre for Mental Health and Research (Portugal)
CASMI – Advanced Centre for Mental Health and Research (Portugal)
CASMI – Advanced Centre for Mental Health and Research (Portugal)
CASMI – Advanced Centre for Mental Health and Research (Portugal)
CASMI – Advanced Centre for Mental Health and Research (Portugal)
CASMI – Advanced Centre for Mental Health and Research (Portugal)
CASMI – Advanced Centre for Mental Health and Research (Portugal)
CASMI – Advanced Centre for Mental Health and Research (Portugal)
CASMI – Advanced Centre for Mental Health and Research (Portugal)
CASMI – Advanced Centre for Mental Health and Research (Portugal)
CASMI – Advanced Centre for Mental Health and Research (Portugal)
Article Information
DOI: 10.51244/IJRSI.2025.1215PH000204
Subject Category: Education
Volume/Issue: 12/15 | Page No: 2685-2703
Publication Timeline
Submitted: 2025-11-10
Accepted: 2025-11-20
Published: 2025-12-05
Abstract
The conceptualization of mental health problems and quality of life requires a comprehensive, multidimensional model of subjective health, a mental health and quality of life should be understood as psychological constructs encompassing physical, psychological, mental, social, and functional well-being.
The main objective of this study is to propose an integrated model for assessing the mental health and well-being of children, adolescents, and young people from the municipality of Vale de Cambra, based on a biopsychosocial and environmental perspective. The main indicators include psychological symptoms (anxiety, depression, and stress), perceived well-being, and stress management skills—core variables for the mental health of children and adolescents.
The total sample consisted of 618 participants, half of whom were male (50.2%), aged between 9 and 18 years (M = 12.2; SD = 2.88), ranging from the third year of primary school to secondary education.
Results revealed moderate levels of well-being and stress management skills, and low levels of psychological symptomatology. Strong and significant correlations were found between higher stress management and greater well-being, as well as negative associations with symptoms of depression, anxiety, and stress. Significant gender differences were observed, with girls reporting more symptoms and boys showing better stress management skills, as well as age differences, with older adolescents reporting greater psychological distress.
Hierarchical regression analyses indicated that individual, family, relational, and school variables significantly predicted mental health, explaining between 5% and 6% of model variance. Robust predictors included life satisfaction, sleep quality, screen dependence, personal concerns, and perceptions of classroom conditions.
Overall, the results underscore the importance of an ecological approach to understanding and promoting mental health among children and adolescents. This study demonstrates that the mental health and well-being of children and adolescents should be understood through a biopsychosocial and environmental perspective, where individual, social, and contextual factors interact dynamically. Diagnosis therefore requires a multidimensional assessment model, using multi-method and multi-context evaluations. Practical implications and recommendations for local, national, and international public policies are discussed.
Keywords
assessment model; mental health; children and adolescents; ecological perspective
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References
1. American Psychological Association (2014). Guidelines for prevention in psychology. American Psychologist, 69(3), 285-296. https://doi.org/10.1037/a0034569 [Google Scholar] [Crossref]
2. Bellis, M., Hughes, K., Jones, A., et al (2013). Childhood happiness and violence: a retrospective study of their impacts on adult well-being. BMJ Open 3:e003427. https://doi.org/ 10.1136/bmjopen-2013-003427 [Google Scholar] [Crossref]
3. Botelho Guedes, F., Cerqueira, A., Gaspar, S., ... & Gaspar de Matos, M. (2022). Family Environment and Portuguese Adolescents: Impact on Quality of Life and Well‐Being. Children, 9(2), 200. https://doi.org/10.3390/children9020200 [Google Scholar] [Crossref]
4. Bronfenbrenner, U. (2005). Making human beings human: Bioecological perspectives on human development. Thousand Oaks, CA: Sage. [Google Scholar] [Crossref]
5. Cefai, C., Camilleri, L., Bartolo, P., Grazzani, I., Cavioni, V., Conte, E., Ornaghi, V., Agliati, A., Gandellini, S., Vorkapic, S., Poulou, M., Martinsone, B., Stokenberga, I., Simões, C., Santos, M., & Colomeischi, A. (2022). Evaluating the effectiveness of the PROMEHS Programme in improving students' and teachers' social and emotional competence, resilience and mental health. Centre for Resilience and Socio-Emotional Health, University of Malta. [Google Scholar] [Crossref]
6. Cefai, C., Simões, C. & Caravita, S. (2021). A systemic, whole-school approach to mental health and well-being in schools in the EU'. NESET Analytical report. Luxembourg: Publications Office of the European Union. https://data.europa.eu/doi/10.2766/50546 [Google Scholar] [Crossref]
7. Cerqueira, A., Gaspar, T., Guedes, F. B., Godeau, E., & Matos, M. G. (2022). Alcohol and tobacco use in Portuguese adolescents: The relationship with social factors, future expectations, physical and psychological symptoms. Children and Society 36(5) 1010-1025. https://doi.org/10.1111/chso.12552 [Google Scholar] [Crossref]
8. Cohen, S., Kamarck, T., & Mermelstein, R. (1983). A global measure of perceived stress. Journal of Health and Social Behavior, 24(4), 385–396. https://doi.org/10.2307/2136404 [Google Scholar] [Crossref]
9. Department for Children, Schools and Families. (2010). Working Together to Safeguard Children. A guide to inter- agency working to safeguard and promote the welfare of children. http://www.education.gov.uk/publications/eOrderingDownload/00305-2010DOM-EN-v3.pdf [Google Scholar] [Crossref]
10. Dos Santos, M. F., Simões, C., Santos, A. C., Lebre, P., & Grazzani, I. (2022). Does online implementation make a difference in the effects of a mental health curriculum at schools?. International journal of environmental research and public health, 19(24), 16990. https://doi.org/10.3390/IJERPH192416990 [Google Scholar] [Crossref]
11. Du, B., Tandoc, M. C., Mack, M. L., & Siegel, J. A. (2020). Indoor CO2 concentrations and cognitive function: A critical review. Indoor air, 30(6), 1067-1082. https://doi.org/10.1111/ina.12706 [Google Scholar] [Crossref]
12. Gaspar & HBSC/WHO Portugal (2022). The Health of Portuguese Adolescents in the Context of a Pandemic. Aventura Social, DGEEC, DGS, Lisbon. [Google Scholar] [Crossref]
13. Gaspar, T. Cerqueira, A., Branquinho, C. & Matos, M. G. (2018b). Dimensions of social and personal skills in children and adolescents: age and gender differences. International Journal of Development Research, 8(1), 18394-18400. [Google Scholar] [Crossref]
14. Gaspar, T., & Matos, M. G. (Coord.) (2008). Portuguese version of the KIDSCREEN-52 instruments: Quality of Life Instruments for Children and Adolescents. Lisbon: Faculty of Human Motricity/FCT. [Google Scholar] [Crossref]
15. Gaspar, T., Cerqueira, A., Branquinho, C. & Matos, M. G. (2018a). The effect of a social-emotional school-based intervention upon social and personal skills in children and adolescents. Journal of Education and Learning, 7(6), 57-66. https://doi.org/10.5539/jel.v7n6p57 [Google Scholar] [Crossref]
16. Gaspar, T., Cerqueira, A., Guedes, F.B. et al. (2022). Parental Emotional Support, Family Functioning and Children's Quality of Life. Psychological Studies, 67, 189–199 https://doi.org/10.1007/s12646-022-00652-z [Google Scholar] [Crossref]
17. Gaspar, T., Gaspar, S., Guedes, F., Cerqueira, A. Branquinho, C., Tomé, G., Reira, M. Freitas, J. & Matos, M. (2022). Study of social and personal factors related to depressive symptoms in adolescence in the COVID-19 Pandemic. Análisis y Modificación de Conducta 48(177), 3-17. https://dx.doi.org/10.33776/amc.v48i177.7115 [Google Scholar] [Crossref]
18. Gaspar, T., Matos, M. G., Ribeiro, J.L., Leal, I., Erhart, M., & Ravens-Sieberer, U. (2012). Health-related quality of life in children and adolescents: subjective well being. Spanish Journal of Psychology, 15(1), 177-186. http://dx.doi.org/10.5209/rev_SJOP.2012.v15.n1.37306 [Google Scholar] [Crossref]
19. Gaspar, T., Ribeiro, J., Leal, I., Matos, M. G., & Ferreira, A. (2009). Optimism in children and adolescents: Adaptation of the LOT-R. Psychology: Reflection and Criticism, 22(3), 317-324. https://hdl.handle.net/10216/20529 [Google Scholar] [Crossref]
20. Gaspar, T., Tomé, G., Cerqueira, A., Guedes, F. B., Raimundo, M., & Gaspar de Matos, M. (2020). Mental Health and Interpersonal Relationships Impact in Psychological and PhysicalSymptoms During Adolescence. Journal of Humanities and Social Sciences, 10, 147-164. https://doi.org/10.33776/erebea.v10i0.4957 [Google Scholar] [Crossref]
21. Gaspar, T., Tomé, G., Cerqueira, A., Guedes, F. B., Raimundo, M., & Gaspar de Matos, M. (2020). Mental Health and Interpersonal Relationships Impact in Psychological and Physical Symptoms During Adolescence. Journal of Humanities and Social Sciences, 10, 147-164. https://doi.org/10.33776/erebea.v10i0.4957 [Google Scholar] [Crossref]
22. Gaspar, T., Tomé, G., Gómez-Baya, D., Guedes, F. B., Cerqueira, A., Borges, A., & Matos, M. G. (2019). The well-being and mental health of Portuguese adolescents. Journal of Child and Adolescent Psychology, 10(1), 17-28. https://revistas.lis.ulusiada.pt/index.php/rpca/article/view/2626 [Google Scholar] [Crossref]
23. Gaspar, T., Tomé, G., Ramiro, L., Almeida, A. & Matos, M. (2020). Learning ecosystems and well-being: factors that influence school success. Psychology, Health & Disease, 21(2), 462-481 DOI: http://dx.doi.org/10.15309/20psd210221 [Google Scholar] [Crossref]
24. Gomez-Baya, D, Mendoza. R, Gaspar, T. & Gomes, P. (2018). Responses to positive affect, life satisfaction and self-esteem: a cross-lagged panel analysis during middle adolescence. Scandinavian Journal of Psychology, 59(9) 462-472. https://doi.org/10.1111/sjop.12450 [Google Scholar] [Crossref]
25. Goodman, J., Hurwitz, M., Park, J., & Smith, J. (2018). Heat and learning (No. w24639). National Bureau of Economic Research. [Google Scholar] [Crossref]
26. Haverinen-Shaughnessy, U., & Shaughnessy, R. J. (2015). Effects of classroom ventilation rate and temperature on students' test scores. PloS one, 10(8), e0136165. https://doi.org/10.1371/journal.pone.0136165 [Google Scholar] [Crossref]
27. Inchley, J. C., Currie, D. B., Young, T., Samdal, O., Torsheim, T., Augustson, L., Mathison, F., Aleman-Diaz, A., Molcho, M., Weber, M. & Barnekow, V. (eds.) (2016). Growing up unequal: gender and socioeconomic differences in young people's health and well-being: Health Behaviour in School-aged Children (HBSC) study: international report from the 2013/2014 survey. World Health Organization (WHO) Regional Office for Europe. [Google Scholar] [Crossref]
28. Jones, E. A. K., Mitra, A. K., & Bhuiyan, A. R. (2021). Impact of COVID-19 on Mental Health in Adolescents: A Systematic Review. International Journal of Environmental Research and Public Health, 18(5), 2470. https://doi.org/10.3390/ijerph18052470 [Google Scholar] [Crossref]
29. Kallio, J., Vildjiounaite, E., Koivusaari, J., Räsänen, P., Similä, H., Kyllönen, V., ... & Vehmas, K. (2020). Assessment of perceived indoor environmental quality, stress and productivity based on environmental sensor data and personality categorization. Building and Environment, 175, 106787. https://doi.org/10.1016/j.buildenv.2020.106787 [Google Scholar] [Crossref]
30. Keis, O., Helbig, H., Streb, J., & Hille, K. (2014). Influence of blue-enriched classroom lighting on students' cognitive performance. Trends in Neuroscience and Education, 3(3–4), 86–92. https://doi.org/10.1016/j.tine.2014.09.001 [Google Scholar] [Crossref]
31. Lerner, R. M. (2005). Positive youth development: A developmental systems perspective. Journal of Early Adolescence, 25(1), 10–16. https://doi.org/10.1177/0272431604273211 [Google Scholar] [Crossref]
32. López-Pérez, B. & Zuffianò, A. (2021). Children's and Adolescents' Happiness Conceptualizations at School and their Link with Autonomy, Competence, and Relatedness. Journal of Happiness Studies 22, 1141–1163. https://hira.hope.ac.uk/id/eprint/3078 [Google Scholar] [Crossref]
33. Lukoševičiūtė, J., Gariepy, G., Mabelis, J., Gaspar, T., Joffė-Luinienė, R. and Šmigelskas, K. (2022) Single-item happiness measure features adequate validity among adolescents. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.884520 [Google Scholar] [Crossref]
34. Massonnié, J., Frasseto, P., Mareschal, D., & Kirkham, N. Z. (2022). Learning in noisy classrooms: Children's reports of annoyance and distraction from noise are associated with individual differences in mind-wandering and switching skills. Environment and Behavior, 54(1), 58-88. https://doi.org/10.1177/0013916520950277 [Google Scholar] [Crossref]
35. Matos, M. G. & Branquinho, C. (2021). #GeraçõesComVoz: the vision of young people in Intergenerational Justice. Lisbon: Calouste Gulbenkian Foundation. [Google Scholar] [Crossref]
36. Matos, M. G. & Behavioural Sciences Task Force Team (2021). Final Report of the Behavioural Sciences Task Force applied to the context of the COVID-19 pandemic. Available in http://isamb.medicina.ulisboa.pt/wp-content/uploads/2022/11/RELATORIO_FINAL_TF_Ciencias_Comportamentais_PT_2021.pdf [Google Scholar] [Crossref]
37. Matos, M. G., & Equipa Aventura Social. (2018). Adolescent Health after the Recession – National data from the 2018 HBSC study ebook. www.aventurasocial.com [Google Scholar] [Crossref]
38. Matos, M. G., Branquinho, C., Noronha, C., Moraes, B., Santos, O., Carvalho, M., Simões, C., Marques, A., Tomé, G., Guedes, F. B., Cerqueira, A., Francisco, R., & Gaspar, T. (with collaboration from OPP and Calouste Gulbenkian Foundation) (2022). Psychological Health & Wellness | Observatory of Psychological Health and Well-being: Monitoring and Action. Lisbon: DGEEC. [Google Scholar] [Crossref]
39. Matos, M. G., Kleszczewska, D., Gaspar, T., Dzielska, A., Branquinho, C., Michalska, A., & Mazur, J. (2020). Making the best out of youth - The Improve the Youth project. Journal of Community Psychology, 1-15. https://doi.org/10.1002/jcop.22532 [Google Scholar] [Crossref]
40. Matos, M., Tomé, G., Branquinho, C., Reis, M., Ramiro, L., Gomez-Baya, D., & Gaspar, T. (2020). Being Positive, Participative and Flexible: tools to human development and progress. Journal of Humanities and Social Sciences, 10, 15-30. https://doi.org/10.33776/erebea.v10i0.4954 [Google Scholar] [Crossref]
41. Mendell, M. J., & Heath, G. A. (2005). Do indoor pollutants and thermal conditions in schools influence student performance? Review of Educational Research, 75(1), 49–91. https://doi.org/10.3102/00346543075001049 [Google Scholar] [Crossref]
42. Michie, S., van Stralen, M.M. & West, R. The behaviour change wheel: A new method for characterising and designing behaviour change interventions. Implementation Sci 6, 42 (2011). https://doi.org/10.1186/1748-5908-6-42 [Google Scholar] [Crossref]
43. Mullins, J. T., & White, C. (2019). Temperature and mental health: Evidence from the spectrum of mental health outcomes. Journal of Health Economics, 68, 102240. https://doi.org/10.1016/j.jhealeco.2019.10224 [Google Scholar] [Crossref]
44. Paksarian, D., Rudolph, K. E., Stapp, E. K., Dunster, G. P., He, J., Mennitt, D., ... & Merikangas, K. R. (2020). Association of outdoor artificial light at night with mental disorders and sleep patterns among US adolescents. JAMA psychiatry, 77(12), 1266-1275. https://doi.org/10.1001/jamapsychiatry.2020.1935 [Google Scholar] [Crossref]
45. Panchal, U., Salazar de Pablo, G., Franco, M., Moreno, C., Parellada, M., Arango, C., & Fusar-Poli, P. (2023). The impact of COVID-19 lockdown on child and adolescent mental health: systematic review. European child & adolescent psychiatry, 32(7), 1151-1177.https://doi.org/10.1007/s00787-021-01856-w [Google Scholar] [Crossref]
46. Perez, J., Montano, J., & Perez, J. (2014). Does temperature impact student performance? Room temperature and its impact on student test scores. Scottsdale, AZ: Association for Learning Environments. Retrieved from https://healthyschools.cefpi.org/temperature.html [Google Scholar] [Crossref]
47. Pujol, S., Levain, J. P., Houot, H., Petit, R., Berthillier, M., Defrance, J., ... & Mauny, F. (2014). Association between ambient noise exposure and school performance of children living in an urban area: A cross-sectional population-based study. Journal of Urban Health, 91(2), 256-271. https://doi.org/10.1007/s11524-013-9843-6 [Google Scholar] [Crossref]
48. Recalde, Jordi Mogas & Palau, Ramon (2020). Classroom Lighting and Its Effect on Student Learning and Performance. Smart Innovation, Systems and Technologies book series (SIST, volume 197) [Google Scholar] [Crossref]
49. Reis, M., Ramiro, L., Tomé, G., Branquinho, C., Gomes-Baya, D., Gaspar, T., & Gaspar de Matos, M. (2020). How social connection helps promote mental health and positive human development in college students in Portugal? - Data from the national HBSC/ JUnP. Journal of Humanities and Social Sciences, 10, 129-146. https://doi.org/10.33776/erebea.v10i0.4956 [Google Scholar] [Crossref]
50. Satish, U., Mendell, M. J., Shekhar, K., Hotchi, T., Sullivan, D., Streufert, S., & Fisk, W. J. (2012). Is CO2 an indoor pollutant? Direct effects of low-to-moderate CO2 concentrations on human decision-making performance. Environmental health perspectives, 120(12), 1671-1677. https://doi.org/10.1289/ehp.1104789 [Google Scholar] [Crossref]
51. Simões, C., De Matos, M. G., Tomé, G., & Ferreira, M. (2008). Impact of negative life events on positive health in a population of adolescents with special needs, and protective factors. Journal of Evidence-Based Psychotherapies, 8(1), 53. [Google Scholar] [Crossref]
52. Simões, C., Matos, M. G., & Morgan, A. (2015). Facing the adversity: The role of internal assets on well-being in adolescents with special needs. The Spanish journal of psychology, 18, E56. https://doi.org/10.1017/sjp.2015.41. [Google Scholar] [Crossref]
53. Simões, C., Matos, M. G., Lebre, P., & Antunes, M. (2014). The impact of cumulative risk on adolescents: How it acts on different outcomes and which assets can moderate it. In The Second World Congress on Resilience: From Person to Society. Bologna: Medimond-International Proceedings (pp. 101-6). [Google Scholar] [Crossref]
54. Simões, C., Santos, M., Lebre, P., Canha, L., Santos, A., Fonseca, A. M., Santos, D., Murgo, C. S., & Matos, M. G. (2020). PROMEHS PROJECT - Promoting mental health in schools. Omnia, 10, 41-50. [Google Scholar] [Crossref]
55. Simões, C., Santos, M., Lebre, P., Canha, L., Santos, A., Fonseca, A., Santos, D., & Matos, M. G. (2022). Mental Health in Schools: Impact of the PROMEHS Curriculum in Portugal. [Conference session]. XX International Congress of Educational Research, Santiago de Compostela, Spain, AIDIPE. [Google Scholar] [Crossref]
56. Stengård, E., & Appelqvist-Schmidlechner, K. (2010). Mental health promotion in young people–an investment for the future. World Health Organisation, Geneva. [Google Scholar] [Crossref]
57. Theberath, M., Bauer, D., Chen, W., Salinas, M., Mohabbat, A., Yanghttps, J., Chon, J., Bauerhttps B., & Wahner-Roedler, D. (2022). Effects of COVID-19 pandemic on mental health of children and adolescents: A systematic review of survey studies. SAGE Open Medicine, 10. https://doi.org/10.1177/20503121221086712 [Google Scholar] [Crossref]
58. Tomé, G., Almeida, A., Ramiro, L., Gaspar, T., Gaspar de Matos, M. (2021). Intervention in Schools promoting mental health and well-being: a systematic review. Global Journal of Community Psychology Practice, 12(1), 1 - 23. [Google Scholar] [Crossref]
59. Word Health Organization (WHO). (1998). Wellbeing Measures in Primary Health Care/The Depcare Project. WHO Regional Office for Europe: Copenhagen. [Google Scholar] [Crossref]
60. Word Health Organization (WHO). (2000). Health and health behaviour among young people. Denmark: WHO. [Google Scholar] [Crossref]
61. World Health Organization (WHO). (2001). Mental health: strengthening mental health promotion. Fact sheet nº 220. Geneva: WHO. [Google Scholar] [Crossref]
62. World Health Organization (WHO). (2002). Mental health: evidence and research. Geneva: WHO [Google Scholar] [Crossref]
63. World Health Organization (WHO). (2002). Prevention and promotion in mental health. Geneva: WHO. [Google Scholar] [Crossref]
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