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Trajectories of resilience among Chinese adolescents: Effects of gratitude and perceived stress

Published online by Cambridge University Press:  15 August 2025

Rui Luo
Affiliation:
State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
Yun Wang
Affiliation:
State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
Yuhan Luo
Affiliation:
School of Education, Minzu University of China, Beijing, China
Mengdi Qi
Affiliation:
State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
Zhengqian Yang
Affiliation:
State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
Zhaoyi Li
Affiliation:
Collaborative Innovation Center of Assessment for Basic Education Quality, Beijing Normal University, Beijing, China
Fumei Chen*
Affiliation:
Collaborative Innovation Center of Assessment for Basic Education Quality, Beijing Normal University, Beijing, China
*
Corresponding author: Fumei Chen; Email: chenfumei@bnu.edu.cn

Abstract

To fully understand resilience and to inform resilience-promoting interventions, it is important to explore how resilience develops and the factors that influence it. Using a multidimensional approach that considers both well-being resilience (higher than expected wellbeing after adversity) and depression resilience (lower than expected depression after adversity), this study examined resilience trajectories among Chinese 0adolescents and the associations of gratitude and perceived stress with resilience trajectories. Data from a four-wave longitudinal study were analyzed from 563 Chinese adolescents (mean age at Time 1 = 12.83 years, 51.87% boys). Parallel-process latent class growth modeling identified four distinct trajectories of resilience development: flourishing resilience (increasing resilience; 21.67%), increasing wellbeing resilience but decreasing depression resilience (28.24%), declining resilience (29.48%), and increasing depression resilience but decreasing wellbeing resilience (20.61%). Gratitude was associated with greater odds of being in the flourishing resilience group. Furthermore, perceived stress was associated with lower odds of being in the flourishing resilience group and higher odds of being in the declining resilience group. The findings suggest that resilience is a dynamic and multidimensional construct with highly heterogeneous developmental trajectories. Gratitude and perceived stress may be effective targets for interventions to enhance adolescent resilience.

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© The Author(s), 2025. Published by Cambridge University Press

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References

Ahmed, S., Mayo, N., Scott, S., Kuspinar, A., & Schwartz, C. (2011). Using latent trajectory analysis of residuals to detect response shift in general health among patients with multiple sclerosis. Quality of Life Research, 20(10), 15551560. https://doi.org/10.1007/s11136-011-0005-6 CrossRefGoogle ScholarPubMed
Ahrens, K. F., Schenk, C., Kollmann, B., Puhlmann, L. M. C., Neumann, R. J., Schäfer, S. K., Reis, D., Basten, U., Weichert, D., Fiebach, C. J., Lutz, B., Wessa, M., Repple, J., Lieb, K., Tüscher, O., Reif, A., Kalisch, R., & Plichta, M. M. (2024). Resilience to major life events: Advancing trajectory modeling and resilience factor identification by controlling for background stressor exposure. American Psychologist, 79(8), 10761091. https://doi.org/10.1037/amp0001315 CrossRefGoogle ScholarPubMed
Amstadter, A. B., Myers, J. M., & Kendler, K. S. (2014). Psychiatric resilience: Longitudinal twin study. British Journal of Psychiatry, 205(4), 275280. https://doi.org/10.1192/bjp.bp.113.130906 CrossRefGoogle ScholarPubMed
Asparouhov, T., & Muthén, B. (2014). Auxiliary variables in mixture modeling: Three-step approaches using Mplus. Structural Equation Modeling, 21(3), 329341. https://doi.org/10.1080/10705511.2014.915181 CrossRefGoogle Scholar
Bonanno, G. A., Romero, S. A., & Klein, S. I. (2015). The temporal elements of psychological resilience: An integrative framework for the study of individuals, families, and communities. Psychological Inquiry, 26(2), 139169. https://doi.org/10.1080/1047840X.2015.992677 CrossRefGoogle Scholar
Bonanno, G. A., Westphal, M., & Mancini, A. D. (2011). Resilience to loss and potential trauma. Annual Review of Clinical Psychology, 7(1), 511535. https://doi.org/10.1146/annurev-clinpsy-032210-104526 CrossRefGoogle ScholarPubMed
Bono, G., Mangan, S., Fauteux, M., & Sender, J. (2020). A new approach to gratitude interventions in high schools that supports student wellbeing. Journal of Positive Psychology, 15(5), 657665. https://doi.org/10.1080/17439760.2020.1789712 CrossRefGoogle Scholar
Cahill, S., Hager, R., & Shryane, N. (2024). Patterns of resilient functioning in early life: Identifying distinct groups and associated factors. Development and Psychopathology, 36(4), 17891809. https://doi.org/10.1017/S0954579423001165 CrossRefGoogle ScholarPubMed
Cham, H., Reshetnyak, E., Rosenfeld, B., & Breitbart, W. (2017). Full information maximum likelihood estimation for latent variable interactions with incomplete indicators. Multivariate Behavioral Research, 52(1), 1230. https://doi.org/10.1080/00273171.2016.1245600 CrossRefGoogle ScholarPubMed
Cheng, C., Hui, W., & Lam, S. (2000). Perceptual style and behavioral pattern of individuals with functional gastrointestinal disorders. Health Psychology, 19(2), 146154. https://doi.org/10.1037//0278-6133.19.2.146 CrossRefGoogle ScholarPubMed
Cohen, S., Kamarck, T., & Mermelstein, R. (1983). A global measure of perceived stress. Journal of Health and Social Behavior, 24(4), 385396. https://doi.org/10.2307/2136404 CrossRefGoogle ScholarPubMed
Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49(1), 7175. https://doi.org/10.1207/s15327752jpa4901_13 CrossRefGoogle ScholarPubMed
Dong, Q., & Lin, R. D. (2011). A brief introduction to the standardized test of psychological development of Chinese children and adolescents (in Chinese). (pp. 1923). Science Press.Google Scholar
Emmons, R. A., Froh, J., & Rose, R. (2019). Gratitude. In Gallagher, M. W., & Lopez, S. J. (Eds.), Positive psychological assessment: A handbook of models and measures (pp. 317332). American Psychological Association.Google Scholar
Espinosa Dice, A. L., Ye, X., Kim, S. G., McLaughlin, K. A., Amstadter, A. B., Tiemeier, H., & Denckla, C. A. (2023). Resilient phenotypes among bereaved youth: A comparison of trajectory, relative, and cross-domain approaches. Child and Adolescent Psychiatry and Mental Health, 17(1), 23. https://doi.org/10.1186/s13034-023-00568-0 CrossRefGoogle ScholarPubMed
Fredrickson, B. L. (2001). The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. American Psychologist, 56(3), 218226. https://doi.org/10.1037/0003-066X.56.3.218 CrossRefGoogle ScholarPubMed
Fredrickson, B. L. (2004). The broaden-and-build theory of positive emotions. Philosophical Transactions of the Royal Society of London. Series B: Biological sciences, 359(1449), 13671378. https://doi.org/10.1098/rstb.2004.1512 CrossRefGoogle ScholarPubMed
Fuhrmann, D., Knoll, L. J., & Blakemore, S. J. (2015). Adolescence as a sensitive period of brain development. Trends in Cognitive Sciences, 19(10), 558566. https://doi.org/10.1016/j.tics.2015.07.008 CrossRefGoogle ScholarPubMed
Galatzer-Levy, I. R., Huang, S. H., & Bonanno, G. A. (2018). Trajectories of resilience and dysfunction following potential trauma: A review and statistical evaluation. Clinical Psychology Review, 63, 4155. https://doi.org/10.1016/j.cpr.2018.05.008 CrossRefGoogle Scholar
GBD 2019 Mental Disorders Collaborators. (2019). Global, regional, and national burden of 12 mental disorders in 204 countries and territories, 1990-2019: A systematic analysis for the global burden of disease study 2019. The Lancet Psychiatry, 9(2), 137150. https://doi.org/10.1016/S2215-0366(21)00395-3 Google Scholar
Goodman, E., Adler, N. E., Kawachi, I., Frazier, A. L., Huang, B., & Colditz, G. A. (2001). Adolescents’ perceptions of social status: Development and evaluation of a new indicator. Pediatrics, 108(2), E31. https://doi.org/10.1542/peds.108.2.e31 CrossRefGoogle ScholarPubMed
Green, M. J., Piotrowska, P. J., Tzoumakis, S., Whitten, T., Laurens, K. R., Butler, M., Katz, I., Harris, F., & Carr, V. J. (2023). Profiles of resilience from early to middle childhood among children known to child protection services. Journal of Clinical Child and Adolescent Psychology, 52(4), 533545. https://doi.org/10.1080/15374416.2021.1969652 CrossRefGoogle ScholarPubMed
Grych, J., Hamby, S., & Banyard, V. (2015). The resilience portfolio model: Understanding healthy adaptation in victims of violence. Psychology of Violence, 5(4), 343354. https://doi.org/10.1037/a0039671 CrossRefGoogle Scholar
Hawes, M., Szenczy, A., Klein, D., Hajcak, G., & Nelson, B. (2022). Increases in depression and anxiety symptoms in adolescents and young adults during the COVID-19 pandemic. Psychological Medicine, 52(14), 32223230. https://doi.org/10.1017/S0033291720005358 CrossRefGoogle Scholar
Hofgaard, L. S., Nes, R. B., & Røysamb, E. (2021). Introducing two types of psychological resilience with partly unique genetic and environmental sources. Scientific Reports, 11(1), 8624. https://doi.org/10.1038/s41598-021-87581-5 CrossRefGoogle ScholarPubMed
Höltge, J., Mc Gee, S. L., Maercker, A., & Thoma, M. V. (2018). A salutogenic perspective on adverse experiences: The curvilinear relationship of adversity and well-being. European Journal of Health Psychology, 25(2), 5369. https://doi.org/10.1027/2512-8442/a000011 CrossRefGoogle Scholar
Huang, F., Wang, H., Wang, Z., Zhang, J., Du, W., Su, C., Jia, X., Ouyang, Y., Wang, Y., Li, L., Jiang, H., & Zhang, B. (2020). Psychometric properties of the perceived stress scale in a community sample of Chinese. BMC Psychiatry, 20(1), 17. https://doi.org/10.1186/s12888-020-02520-4 Google Scholar
Infurna, F. J., & Luthar, S. S. (2016). Resilience to major life stressors is not as common as thought. Perspectives on Psychological Science, 11(2), 175194. https://doi.org/10.1177/1745691615621271 CrossRefGoogle Scholar
Ioannidis, K., Askelund, A. D., Kievit, R. A., & van Harmelen, A. L. (2020). The complex neurobiology of resilient functioning after childhood maltreatment. BMC Medicine, 18(1), 32. https://doi.org/10.1186/s12916-020-1490-7 CrossRefGoogle ScholarPubMed
Jans-Beken, L., Jacobs, N., Janssens, M., Peeters, S., Reijnders, J., Lechner, L., & Lataster, J. (2020). Gratitude and health: An updated review. The Journal of Positive Psychology, 15, 743782. https://doi.org/10.1080/17439760 CrossRefGoogle Scholar
Jung, T., & Wickrama, K. A. (2008). An introduction to latent class growth analysis and growth mixture modeling. Social and Personality Psychology Compass, 2(1), 302317. https://doi.org/10.1111/j.1751-9004.2007.00054.x CrossRefGoogle Scholar
Kalisch, R., Baker, D. G., Basten, U., Boks, M. P., Bonanno, G. A., Brummelman, E., Chmitorz, A., Fernàndez, G., Fiebach, C. J., Galatzer-Levy, I., Geuze, E., Groppa, S., Helmreich, I., Hendler, T., Hermans, E. J., Jovanovic, T., Kubiak, T., Lieb, K., Lutz, B.Kleim, B. (2017). The resilience framework as a strategy to combat stress-related disorders. Nature Human Behaviour, 1(11), 784790. https://doi.org/10.1038/s41562-017-0200-8 CrossRefGoogle ScholarPubMed
Kalisch, R., Köber, G., Binder, H., Ahrens, K. F., Basten, U., Chmitorz, A., Choi, K. W., Fiebach, C. J., Goldbach, N., Neumann, R. J., Kampa, M., Kollmann, B., Lieb, K., Plichta, M. M., Reif, A., Schick, A., Sebastian, A., Walter, H., Wessa, M.Engen, H. (2021). The frequent stressor and mental health monitoring-paradigm: A proposal for the operationalization and measurement of resilience and the identification of resilience processes in longitudinal observational studies. Frontiers in Psychology, 12, 710493. https://doi.org/10.3389/fpsyg.2021.710493 CrossRefGoogle ScholarPubMed
Kalisch, R., Müller, M. B., & Tüscher, O. (2015). A conceptual framework for the neurobiological study of resilience. Behavioral and Brain Sciences, 38, e92. https://doi.org/10.1111/j.1751-9004.2007.00054.x CrossRefGoogle ScholarPubMed
Kroenke, K., Spitzer, R. L., & Williams, J. B. (2001). The PHQ-9: Validity of a brief depression severity measure. Journal of General Internal Medicine, 16(9), 606613. https://doi.org/10.1046/j.1525-1497.2001.016009606.x CrossRefGoogle ScholarPubMed
Kumar, S. A., Edwards, M. E., Grandgenett, H. M., Scherer, L. L., DiLillo, D., & Jaffe, A. E. (2022). Does gratitude promote resilience during a pandemic? An examination of mental health and positivity at the onset of COVID-19. Journal of Happiness Studies, 23(7), 34633483. https://doi.org/10.1007/s10902-022-00554-x CrossRefGoogle ScholarPubMed
Kumar, S. A., Jaffe, A. E., Brock, R. L., & DiLillo, D. (2022). Resilience to suicidal ideation among college sexual assault survivors: The protective role of optimism and gratitude in the context of posttraumatic stress. Psychological Trauma: Theory, Research, Practice, and Policy, 14, S91S100. https://doi.org/10.1037/tra0001141 CrossRefGoogle ScholarPubMed
Lambert, N. M., & Fincham, F. D. (2011). Expressing gratitude to a partner leads to more relationship maintenance behavior. Emotion, 11(1), 5260. https://doi.org/10.1037/a0021557 CrossRefGoogle ScholarPubMed
Lazarus, R. S., & Folkman, S. (1984). Stress, appraisal, and coping. Springer.Google Scholar
Liu, H., & Boyatzis, R. E. (2021). Focusing on resilience and renewal from stress: The role of emotional and social intelligence competencies. Frontiers in Psychology, 12, 685829. https://doi.org/10.3389/fpsyg.2021.685829 CrossRefGoogle ScholarPubMed
Liu, X. C., Liu, L. Q., Yang, J., Chai, F. X., Wang, A. Z., Sun, L. M., & Ma, D. D. (1997). Reliability and validity of the adolescents self-rating life events checklist. Chinese Journal of Clinical Psychology, 5(1), 3436.Google Scholar
Luo, M., Huang, X., & Su, D. (2010). Influence of confucian culture on current practice of mental health services in China. Advances in Psychological Science, 18(09), 14811488.Google Scholar
Luthar, S. S., Cicchetti, D., & Becker, B. (2000). The construct of resilience: A critical evaluation and guidelines for future work. Child Development, 71(3), 543562. https://doi.org/10.1111/1467-8624.00164 CrossRefGoogle ScholarPubMed
Malhi, G. S., Das, P., Bell, E., Mattingly, G., & Mannie, Z. (2019). Modelling resilience in adolescence and adversity: A novel framework to inform research and practice. Translational Psychiatry, 9(1), 316. https://doi.org/10.1038/s41398-019-0651-y CrossRefGoogle ScholarPubMed
Marshall, A. D. (2016). Developmental timing of trauma exposure relative to puberty and the nature of psychopathology among adolescent girls. Journal of the American Academy of Child and Adolescent Psychiatry, 55(1), 2532. https://doi.org/10.1016/j.jaac.2015.10.004 CrossRefGoogle ScholarPubMed
McCullough, M. E., Emmons, R. A., & Tsang, J.-A. (2002). The grateful disposition: A conceptual and empirical topography. Journal of Personality and Social Psychology, 82(1), 112127. https://doi.org/10.1037/0022-3514.82.1.112 CrossRefGoogle ScholarPubMed
Muthén, L. K., & Muthén, B. O. (2017). Mplus user’s guide: Statistical analysis with latent variables. Muthén & Muthén.Google Scholar
Nishimi, K., Choi, K. W., Cerutti, J., Powers, A., Bradley, B., Dunn, & E. C. (2021). Measures of adult psychological resilience following early-life adversity: How congruent are different measures? Psychological Medicine, 51, 26372646. https://doi.org/10.1017/S0033291720001191 CrossRefGoogle ScholarPubMed
Oshri, A., Cui, Z., Carvalho, C., & Liu, S. (2022). Is perceived stress linked to enhanced cognitive functioning and reduced risk for psychopathology? Testing the hormesis hypothesis. Psychiatry Research, 314, 114644. https://doi.org/10.1016/j.psychres.2022.114644 CrossRefGoogle ScholarPubMed
Pan, J.-Y., Wong, D. F. K., Chan, K. S., & Chan, C. L. W. (2008). Development and validation of the Chinese Making Sense of Adversity Scale: Acculturative stressors as an example. Research on Social Work Practice, 18(5), 479486. https://doi.org/10.1177/1049731507314012 CrossRefGoogle Scholar
Park, C. L., Finkelstein-Fox, L., Russell, B. S., Fendrich, M., Hutchison, M., & Becker, J. (2021). Psychological resilience early in the COVID-19 pandemic: Stressors, resources, and coping strategies in a national sample of Americans. American Psychologist, 76(5), 715728. https://doi.org/10.1037/amp0000813 CrossRefGoogle Scholar
Qing, Y., Bakker, A., van der Meer, C. A. I., Te Brake, H., & Olff, M. (2022). Assessing psychological resilience: Translation and validation of the Chinese version of the resilience evaluation scale (RES). European Journal of Psychotraumatology, 13(2), 2133358. https://doi.org/10.1080/20008066.2022.2133358 CrossRefGoogle ScholarPubMed
Sattler, K., Yoon, S., & Lutolli, A. (2024). Trajectories of resilience among young children involved with child protective services. Development and Psychopathology, 36(1), 467477. https://doi.org/10.1017/S095457942200133X CrossRefGoogle ScholarPubMed
Schäfer, S. K., Kunzler, A. M., Kalisch, R., Tüscher, O., & Lieb, K. (2022). Trajectories of resilience and mental distress to global major disruptions. Trends in Cognitive Sciences, 26(12), 11711189. https://doi.org/10.1016/j.tics.2022.09.017 CrossRefGoogle ScholarPubMed
Seery, M. D., Leo, R. J., Lupien, S. P., Kondrak, C. L., & Almonte, J. L. (2013). An upside to adversity? Moderate cumulative lifetime adversity is associated with resilient responses in the face of controlled stressors. Psychological Science, 24(7), 11811189. https://doi.org/10.1177/0956797612469210 CrossRefGoogle ScholarPubMed
Shek, D. T. L. (2004). Chinese cultural beliefs about adversity: Its relationship to psychological well-being, school adjustment and problem behavior in Hong Kong adolescents with and without economic disadvantage. Childhood-a Global Journal of Child Research, 11(1), 6380. https://doi.org/10.1177/0907568204040185 CrossRefGoogle Scholar
Suldo, S. M., & Shaffer, E. J. (2008). Looking beyond psychopathology: The dual-factor model of mental health in youth. School Psychology Review, 37(1), 5268.10.1080/02796015.2008.12087908CrossRefGoogle Scholar
Thakur, H., & Cohen, J. R. (2022). Short-term and long-term resilience among at-risk adolescents: The role of family and community settings. Journal of Clinical Child & Adolescent Psychology, 51(5), 637650. https://doi.org/10.1080/15374416.2020.1756296 CrossRefGoogle ScholarPubMed
Troy, A. S., Willroth, E. C., Shallcross, A. J., Giuliani, N. R., Gross, J. J., & Mauss, I. B. (2023). Psychological resilience: An affect-regulation framework. Annual Review of Psychology, 74, 547576. https://doi.org/10.1146/annurev-psych-020122-041854 CrossRefGoogle ScholarPubMed
Ungar, M., & Theron, L. (2020). Resilience and mental health: How multisystemic processes contribute to positive outcomes. Lancet Psychiatry, 7(5), 441448. https://doi.org/10.1016/S2215-0366(19)30434-1 CrossRefGoogle ScholarPubMed
van Harmelen, A. L., Kievit, R. A., Ioannidis, K., Neufeld, S., Jones, P. B., Bullmore, E., Dolan, R., Consortium, NSPN, Fonagy, P., & Goodyer, I. (2017). Adolescent friendships predict later resilient functioning across psychosocial domains in a healthy community cohort. Psychological Medicine, 47(13), 23122322. https://doi.org/10.1017/S0033291717000836 CrossRefGoogle Scholar
Veer, I. M., Riepenhausen, A., Zerban, M., Wackerhagen, C., Puhlmann, L. M. C., Engen, H., Köber, G., Bögemann, S. A., Weermeijer, J., Uściłko, A., Mor, N., Marciniak, M. A., Askelund, A. D., Al-Kamel, A., Ayash, S., Barsuola, G., Bartkute-Norkuniene, V., Battaglia, S., Bobko, Y.Kalisch, R. (2021). Psycho-social factors associated with mental resilience in the corona lockdown. Translational Psychiatry, 11(1), 67. https://doi.org/10.1038/s41398-020-01150-4 CrossRefGoogle ScholarPubMed
Weller, B. E., Bowen, N. K., & Faubert, S. J. (2020). Latent class analysis: A guide to best practice. Journal of Black Psychology, 46(4), 287311. https://doi.org/10.1177/0095798420930932 CrossRefGoogle Scholar
Wickrama, K. K., Lee, T. K., O’Neal, C. W., & Lorenz, F. O. (2016). Higher-order growth curves and mixture modeling with Mplus: A practical guide. Routledge.10.4324/9781315642741CrossRefGoogle Scholar
Windle, G. (2011). What is resilience? A review and concept analysis. Reviews in Clinical Gerontology, 21(2), 152169. https://doi.org/10.1017/S0959259810000420 CrossRefGoogle Scholar
World Health Organization. (2021, November 17). Mental health of adolescents. https://www.who.int/news-room/fact-sheets/detail/adolescent-mental-health.Google Scholar
Wright, E. N., Hanlon, A., Lozano, A., & Teitelman, A. M. (2019). The impact of intimate partner violence, depression symptoms, alcohol dependence, and perceived stress on 30-year cardiovascular disease risk among young adult women: A multiple mediation analysis. Preventive Medicine, 121, 4754. https://doi.org/10.1016/j.ypmed.2019.01.016 CrossRefGoogle ScholarPubMed
Xia, Y. M., & Ma, Z. H. (2022). Social integration, perceived stress, locus of control, and psychological wellbeing among Chinese emerging adult migrants: A conditional process analysis. Journal of Affective Disorders, 267, 916. https://doi.org/10.1016/j.jad.2020.02.016 CrossRefGoogle Scholar
Xiao, R., Zhang, C., Lai, Q., Hou, Y., & Zhang, X. (2021). Applicability of the dual-factor model of mental health in the mental health screening of chinese college students. Frontiers in Psychology, 11, 549036. https://doi.org/10.3389/fpsyg.2020.549036 CrossRefGoogle ScholarPubMed
Xie, Q., & Wong, D. F. K. (2021). Culturally sensitive conceptualization of resilience: A multidimensional model of Chinese resilience. Transcultural Psychiatry, 58(3), 323334. https://doi.org/10.1177/1363461520951306 CrossRefGoogle ScholarPubMed
Yan, L., Gan, Y., Ding, X., Wu, J., & Duan, H. (2021). The relationship between perceived stress and emotional distress during the COVID-19 outbreak: Effects of boredom proneness and coping style. Journal of Anxiety Disorders, 77, 102328. https://doi.org/10.1016/j.janxdis.2020.102328 CrossRefGoogle ScholarPubMed
Yang, K., Yan, W., Jia, N., Wang, Q., & Kong, F. (2021). Longitudinal relationship between trait gratitude and subjective well-being in adolescents: Evidence from the bi-factor model. Journal of Positive Psychology, 16(6), 802810. https://doi.org/10.1080/17439760.2020.1818812 CrossRefGoogle Scholar
Yoon, S., Yang, J., Pei, F., Benavides, J. L., Bayar, Ö., Logan, J. A., & Hamby, S. (2024). Can resilience change over time? Patterns and transitions in resilience among young children involved with the child welfare system. Child Development, 95(1), 191207. https://doi.org/10.1111/cdev.13980 CrossRefGoogle ScholarPubMed
Zhang, N., Yang, S., & Jia, P. (2022). Cultivating resilience during the COVID-19 pandemic: A socioecological perspective. Annual Review of Psychology, 73, 575598. https://doi.org/10.1146/annurev-psych-030221-031857 CrossRefGoogle ScholarPubMed
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