Psychological Science and Education
preprints
doi:10.17759/pse.2026000003
ISSN: 1814-2052 / 2311-7273 (online)
Psychological well-being and success of students in grades 5-11: analysis of latent profiles
Abstract
Context and relevance. The problems that the individual faces in adolescence can have long -term consequences not only for his school life, but also to influence later events: the choice of profession, family and well -being in adulthood. Therefore, many researchers seek to highlight the factors associated with the emergence of difficulties and problems in the school life of the child in order to develop suitable prevention or correction strategies. Aim. To allocate and analyze the latent profiles of students in grades 5-11, from the point of view of academic performance, psychological well -being, cognitive and physical condition of the child and evaluate a change of latent profiles from 5 to 11 class. Methods and materials. The study was attended by 1387 students of grades 5–11 aged 11 to 18 years (51% of girls, average age 13.68 years. The indicators were investigated: the body mass index, daytime drunkenness index, cognitive indicators, academic success, psychological well -being. Data analysis was carried out in the MCLUS software environment. Results. According to the results of the analysis, the best indicators have a model with 4 latent profiles: latent profile 1 - “satisfactory students without difficulties” amounted to 11% (159 observations), latent profile 2 “Successful and prosperous” - 28% (389 observations), latent profile 3 “Overloaded students” - 38% (525 observations) and latent profile 4, 23% of 23% of 23% (313 observations). The proportion of students from each latent profile varies from 5 class to 11 class. Conclusions. The allocated latent profiles of students allow you to look at the dynamics of psychological and emotional well -being from 5 to 11, taking into account a large number of parameters.
General Information
Keywords: adolescence, psychological well -being, academic performance, cognitive abilities, latent profiles
Article type: scientific article
DOI: https://doi.org/10.17759/pse.2026000003
Received 01.12.2025
Accepted
Published
For citation: Malykh, S.B., Basyuk, V.S., Rychkova, L.V. (2025). Psychological well-being and success of students in grades 5-11: analysis of latent profiles. Psychological Science and Education. Early Access. https://doi.org/10.17759/pse.2026000003
References
- Выготский, Л.С. (1931). Педология подростка. Задания № 9—16.(с. 174—504). М.; Л.: Учпедгиз.
Vygotsky, L.S. (1931). Pedology of a teenager. Tasks No. 9-16. (рр. 174-504). M.; L.: Uchpedgiz. (In Russ.). - Головин, Г.В. (2015). Измерение пассивного словарного запаса русского языка. Социо- и психолингвистические исследования, 3, 148-159.
Golovin, G.V. (2015). Measurement of the passive vocabulary of the Russian language. Soci- and psycholinguistic research, 3, 148-159. (In Russ.). - Масленникова, Е.П., Фекличева, И.В., Есипенко, Е.А., Шарафиева, К.Р., Исматуллина, В.И., Головин, Г.В., Миклашевский, А.А., Чипеева, Н.А., Солдатова, Е.Л. (2017). Словарный запас как показатель вербального интеллекта: применение экспресс-методики оценки словарного запаса. Вестник Южно-Уральского государственного университета. Серия: Психология, 10(3), 63-69.
Maslennikova, E.P., Fuklicheva, I.V., Esipenko, E.A., Sharafieva, K.R., Ismatullina, V.I., Golovin, G.V., Mikravsky, A.A., Chipeeva, N.A., Soldatova, E.L. (2017). The vocabulary as an indicator of verbal intelligence: the use of express vocabulary assessment of vocabulary. Bulletin of South Ural State University. Series: Psychology, 10 (3), 63-69. (In Russ.). - Моросанова, В.И., Потанина, А.М. (2024). Индивидуально-типологические траектории школьной вовлеченности у подростков: лонгитюдное исследование. Психологическая наука и образование, 29(6), 178-191. https://doi.org/10.17759/pse.2024290612
Morosanova, V.I., Potanin, A.M. (2024). Individual-typological trajectories of school involvement in adolescents: longitudinal research. Psychological science and education, 29 (6), 178-191. https://doi.org/10.17759/pse.2024290612 (In Russ.). - Подольский, А.И., Карабанова, О.А., Идобаева, О.А., Хейманс, П. (2011). Психоэмоциональное благополучие современных подростков: опыт международного исследования. Вестник Московского университета. Серия 14. Психология, 2, 9-20.
Podolsky, A.I., Karabanova, O.A., Idobaeva, O.A., Haimans, P. (2011). Psycho -emotional well -being of modern adolescents: the experience of international research. Bulletin of Moscow University. Series 14. Psychology, 2, 9-20. (In Russ.). - Сычев О.А., Гордеева Т.О., Лункина М.В., Осин Е.Н., Сиднева А.Н. (2018) Многомерная шкала удовлетворенности жизнью школьников//Психологическая наука и образование, 23 (6), 5-15.
Sychev O.A., Gordeeva T.O., Lunkina M.V., Osin E.N., Sidneva A.N. (2018) Multidimensional Students’ Life Satisfaction Scale. Psychological Science and Education, 23 (6), 5-15.doi: 10.17759/ pse.2018230601 (In Russ.). - Тихомирова, Т.Н., Модяев, А.Д., Леонова, Н.М., Малых, C.Б. (2015). Факторы успешности в обучении на начальной ступени общего образования: половые различия. Психологический журнал, 36(5), 43-54.
Tikhomirova, T.N., Moddyaev, A.D., Leonova, N.M., Malykh, C.B. (2015). Factors of success in training at the primary level of general education: sexual differences. Psychological journal, 36 (5), 43-54. (In Russ.). - Эльконин, Д.Б. (1989). К проблеме периодизации психического развития в детском возрасте. В: Избранные психологические труды. (60-77.). М.: Педагогика.
Elkonin, D.B. (1989). To the problem of periodization of mental development in childhood. V: Selected psychologists. (60-77.). M.: Pedagogy. (In Russ.). - Briggs, S. (2009). Risks and opportunities in adolescence: Understanding adolescent mental health difficulties. Journal of Social Work Practice, 23(1), 49-64.
- Howard, M.C., Hoffman, M.E. (2018). Variable-centered, person-centered, and person-specific approaches: Where theory meets the method. Organizational Research Methods, 21(4), 846-876. https://doi.org/10.1177/1094428117744021.
- Huebner, E.S. (1994). Preliminary development and validation of a multidimensional life satisfaction scale for children. Psychological assessment, 6(2), 149.
- Jonsson, U., Bohman, H., Von Knorring, L., Olsson, G., Paaren, A., Von Knorring, A. L. (2011). Mental health outcome of long-term and episodic adolescent depression: 15-year follow-up of a community sample. Journal of affective disorders, 130(3), 395-404. https://doi.org/10.1016/j.jad.2010.10.046.
- Goodman, R. (2001). Psychometric properties of the strengths and difficulties questionnaire. Journal of the American Academy of Child & Adolescent Psychiatry, 40(11), 1337–1345. https://doi.org/10.1097/00004583-200111000-00015.
- Lin, J., Guo, W. (2024). The research on risk factors for adolescents’ mental health. Behavioral Sciences, 14(4), 263. https://doi.org/10.3390/bs14040263.
- Mindrila, D.L. (2016). A typology of child school behavior: Investigation using latent profile analysis and cluster analysis. Psychology in the Schools, 53(5), 471-487. DOI: 10.1002/pits.21917.
- Morin, A.J., Gagne, M., Bujacz, A. (2016). Feature topic: Person-centered methodologies in the organizational sciences. Organizational Research Methods, 19(1), 8-9. https://doi.org/10.1177/1094428115617592.
- Muthen, B.O. (2001). Latent variable hybrids: Overview of old and new models. In G.R. Hancock, K.M. Samuelsen (Ed.). Advances in latent variable mixture models. Charlotte, NC: Information Age, 1—24.
- Orpinas, P., Raczynski, K., Peters, J. W., Colman, L., Bandalos, D. (2015). Latent profile analysis of sixth graders based on teacher ratings: Association with school dropout. School Psychology Quarterly, 30(4), 577. https://doi.org/10.1037/spq0000107.
- Ruchkin, V., Koposov, R., Schwab Stone, M. (2007). The Strength and Difficulties Questionnaire: scale validation with Russian adolescents. Journal of Clinical Psychology, 63(9), 861–869. https://doi.org/10.1002/jclp.20401.
- Schlack, R., Peerenboom, N., Neuperdt, L., Junker, S., & Beyer, A. K. (2021). The effects of mental health problems in childhood and adolescence in young adults: Results of the KiGGS cohort. Journal of health monitoring, 6(4), 3.
- Sigurdson, J.F., Undheim, A.M., Wallander, J.L., Lydersen, S., Sund, A.M. (2015). The long-term effects of being bullied or a bully in adolescence on externalizing and internalizing mental health problems in adulthood. Child and adolescent psychiatry and mental health, 9, 1-13. https://doi.org/10.1186/s13034-015-0075-2.
- Zakharov, I.M., Ismatullina, V.I., Kolyasnikov, P.V., Marakshina, J.A., Malykh, A.S., Tabueva, A.O., Adamovich, T.V., Lobaskova, M.M., Malykh, S.B. (2023). An Independent Evaluation of the Psychometric Properties of the Russian Version of the Pediatric Daytime Sleepiness Scale (PDSS). Psychology in Russia: State of the Art, 16(3), 206–221. https://doi.org/10.11621/pir.2023.0314
- Watt, H.M., Parker, P.D. (2020). Person-and variable-centred quantitative analyses in educational research: Insights concerning Australian students’ and teachers’ engagement and wellbeing. The Australian Educational Researcher, 47(3), 501-515. https://doi.org/10.1007/s13384-020-00390-z
Information About the Authors
Metrics
Web Views
Whole time: 1
Previous month: 0
Current month: 1
PDF Downloads
Whole time: 0
Previous month: 0
Current month: 0
Total
Whole time: 1
Previous month: 0
Current month: 1