Abstract
Objectives: The current study used factor analytic techniques to examine the performance of the Child and Youth Resilience Measure (CYRM-28) in Nicaragua.
Method: Nicaraguan youth from Managua, León, Chinandega, and Granada (n = 2,764) completed the CYRM-28 and the Personal Wellbeing Index (PWI-A). The CYRM-28 and PWI-A are self-report measures that were translated into Spanish in previous studies.
Results: A confirmatory factor analysis on the CYRM-28 did not support the eight-factor model from previous research. An exploratory factor analysis yielded a six-factor model: Social Belonging, Cultural Context, Caregiver Context, Social Skills, Spiritual Context, and Responsibility. Seven items were removed to improve model fit, reducing the CYRM-28 to only 21 items. We named this the CYRM-21-N (Nicaragua).
Conclusion: The CYRM-28 did not yield an eight-factor structure in our data from Nicaraguan youth.
Implications: From our analyses, we constructed the CYRM-21-N, a briefer version of the CYRM-28 with a revised factor structure. The CYRM-21-N may be useful in studying youth populations or assessing intervention outcomes in Nicaragua.
References
Alfaro, J., Castellá, J., Bedin, L., Abs, D., Casas, F., Valdenegro, B., & Oyarzún, D. (2014). Adaptación del Índice de Bienestar Personal para adolescentes en lengua española y portuguesa [Adaptation of the Personal Well-Being Index for adolescents on Spanish and Portuguese language]. Universitas Psychologica, 13(1), 239–252. https://doi.org/10.11144/Javeriana.UPSY13-1.aibp
Amirsardari, M., Fathizadeh, S., Tavousi, M., Garmaroudi, G., & Montazeri, A. (2016). Psychometric properties of International Children and Youth Resilience Measurement (CYRM-28) Scale. Health Education and Health Promotion (HEHP), 4(1), 15–26. http://journals.modares.ac.ir/article-5-5447-en.html
Bird, J. M., & Markle, R. S. (2012). Subjective well-being in school environments: Promoting positive youth development through evidence-based assessment and intervention. American Journal of Orthopsychiatry, 82(1), 61–66. https://doi.org/10.1111/j.1939-0025.2011.01127.x
Boyle, G. J. (1991). Does item homogeneity indicate internal consistency or item redundancy in psychometric scales? Personality and Individual Differences, 12(3), 291–294. https://doi.org/10.1016/0191-8869(91)90115-R
Chang, K. B.T., & Buckles, A. A. (2018, April). Validation and factor structure of the Child and Youth Resilience Measure-28 (CYRM-28) among Nicaraguan youth. Poster presented at the Western Psychology Association Convention, Portland, OR.
Chang, M., Edmiston, E. K., Womer, F. Y., Zhou, Q., Wei, S., Jiang, X., Zhou, Y., Ye, Y., Huang, H., Zuo, X., Xu, K., Tang, Y., & Wang, F. (2019). Spontaneous low-frequency fluctuations in the neural system for emotional perception in major psychiatric disorders: amplitude similarities and differences across frequency bands. Journal of Psychiatry & Neuroscience, 44(2), 132–141. https://doi.org/10.1503%2Fjpn.170226
Cho, E., & Kim, S. (2015). Cronbach’s coefficient alpha: Well known but poorly understood. Organizational Research Methods, 18(2), 207–230. https://doi.org/10.1177/1094428114555994
Cox, K. (2012). Happiness and unhappiness in the developing world: Life satisfaction among sex workers, dump-dwellers, urban poor, and rural peasants in Nicaragua. Journal of Happiness Studies, 13(1), 103–128. https://doi.org/10.1007/s10902-011-9253-y
Craig, L. S., Paisley-Clare, V., Palmer, T. A., & Govia, I. O. (2018). Validation of the Child and Youth Resilience Measure among Jamaican young adults: Towards the assessment of risk and resilience in a Caribbean population. Caribbean Journal of Psychology, 10(2), 14–40. https://www.uwipress.com/cjp-vol-10-i2-a1/
Daigneault, I., Dion, J., Hébert, M., McDuff, P., & Collin-Vézina, D. (2013). Psychometric properties of the Child and Youth Resilience Measure (CYRM-28) among samples of French Canadian youth. Child Abuse and Neglect, 37(2–3), 160–171. https://doi.org/10.1016/j.chiabu.2012.06.004
Diener, E., Oishi, S., & Tay, L. (2018). Advances in subjective well-being research. Nature Human Behaviour, 2(4), 253–260. https://doi.org/10.1038/s41562-018-0307-6
Diener, E., Suh, E. M., Lucas, R. E., & Smith, H. L. (1999). Subjective well-being: Three decades of progress. Psychological Bulletin, 125(2), 276–302. https://doi.org/10.1037/0033-2909.125.2.276
Fleming, J., & Ledogar, R. J. (2008). Resilience, an evolving concept: A review of literature relevant to aboriginal research. Pimatisiwin, 6(2), 7–23.
Govender, K., Cowden, R. G., Asante, K. O., George, G., & Reardon, C. (2017). Validation of the Child and Youth Resilience Measure among South African adolescents. PLoS ONE, 12(10), 1–13. https://doi.org/10.1371/journal.pone.0185815
Guillén, A. I., Panadero, S., Rivas, E., & Vázquez, J. J. (2015). Suicide attempts and stressful life events among female victims of intimate partner violence living in poverty in Nicaragua. Scandinavian Journal of Psychology, 56(3), 349–356. https://doi.org/10.1111/sjop.12207
International Wellbeing Group (2006). Personal Wellbeing Index. Australian Centre on Quality of Life, Deakin University.
JASP Team (2020). JASP (Version 0.12.2) [Computer software]. https://jasp-stats.org/
Kong, F., Ma, X., You, X., & Xiang, Y. (2018). The resilient brain: Psychological resilience mediates the effect of amplitude of low-frequency fluctuations in orbitofrontal cortex on subjective well-being in young healthy adults. Social Cognitive & Affective Neuroscience, 13(7), 755–763. https://doi.org/10.1093/scan/nsy045
Langham, E., McCalman, J., Redman-MacLaren, M., Hunter, E., Wenitong, M., Britton, A., Rutherford, K., Saunders, V., Ungar, M., & Bainbridge, R. (2018). Validation and factor analysis of the Child and Youth Resilience Measure for Indigenous Australian boarding school students. Frontiers in Public Health, 6, 1–12. https://doi.org/10.3389/fpubh.2018.00299
Lau, A. L. D., Cummins, R. A., & McPherson, W. (2005). An investigation into the cross-cultural equivalence of the Personal Wellbeing Index. Social Indicators Research, 72(3), 403–430. https://doi.org/10.1007/s11205-004-0561-z
Li, M.‐h., & Yang, Y. (2016). A cross-cultural study on a resilience–stress path model for college students. Journal of Counseling & Development, 94(3), 319–332. https://doi.org/10.1002/jcad.12088
Liebenberg, L., & Joubert, N. (2019). A comprehensive review of core resilience elements and indicators: Findings of relevance to children and youth. International Journal of Child and Adolescent Resilience, 6(1), 8–18. https://doi.org/10.7202/1069072ar
Liebenberg, L., Ungar, M., & Vijver, F. V. de. (2012). Validation of the Child and Youth Resilience Measure-28 (CYRM-28) among Canadian youth. Research on Social Work Practice, 22(2), 219–226. https://doi.org/10.1177/1049731511428619
Llistosella, M., Gutiérrez-Rosado, T., Rodríguez-Rey, R., Liebenberg, L., Bejarano, Á., Gómez-Benito, J., & Limonero, J. T. (2019). Adaptation and psychometric properties of the Spanish version of Child and Youth Resilience Measure (CYRM-32). Frontiers in Psychology, 10, 1–16. https://doi.org/10.3389/fpsyg.2019.01410
Masten, A. S. (2014). Global perspectives on resilience in children and youth. Child Development, 85(1), 6–20. https://doi.org/10.1111/cdev.12205
Montoya, N., Restrepo, A., Duque, L. F., & Ungar, M. (2011). Predicting resilient adolescents and youths: Validation of a screening test in Colombia. Issues in Comprehensive Pediatric Nursing, 34(4), 167–188. https://doi.org/10.3109/01460862.2011.619400
Mu, G. M., & Hu, Y. (2016). Validation of the Chinese version of the 12-item Child and Youth Resilience Measure. Children and Youth Services Review, 70, 332–339. https://doi.org/10.1016/j.childyouth.2016.09.037
Panter-Brick, C., Hadfield, K., Dajani, R., Eggerman, M., Ager, A., & Ungar, M. (2018). Resilience in context: A brief and culturally grounded measure for Syrian refugee and Jordanian host-community adolescents. Child Development, 89(5), 1803–1820. https://doi.org/10.1111/cdev.12868
Peng, C.-Y. J., Harwell, M., Liou, S.-M., & Ehman, L. H. (2006). Advances in missing data methods and implications for educational research. In S. Sawilowsky (Ed.), Real data analysis (pp. 31–78). Information Age.
Peterson, R. A. (1994). A meta-analysis of Cronbach’s coefficient alpha. Oxford Journals, 21(2), 381–391. https://doi.org/10.1086/209405
Rodríguez, A., Caldera, T., Kullgren, G., & Renberg, E. (2006). Suicidal expressions among young people in Nicaragua. Social Psychiatry & Psychiatric Epidemiology, 41(9), 692–697. https://doi.org/10.1007/s00127-006-0083-x
Rutter, M. (1990). Psychosocial resilience and protective mechanisms. In J. E. Rolf, A. S. Masten, D. Cicchetti, K. H. Nuechterlein, & S. Weintraub (Eds.), Risk and protective factors in the development of psychopathology (pp. 181–214). Cambridge University Press. https://doi.org/10.1017/CBO9780511752872.013
Sanders, J., Munford, R., Thimasarn-Anwar, T., & Liebenberg, L. (2017). Validation of the Child and Youth Resilience Measure (CYRM-28) on a sample of at-risk New Zealand youth. Research on Social Work Practice, 27(7), 827–840. https://doi.org/10.1177/1049731515614102
Sarriera, J. C., Casas, F., Alfaro, J., Bedin, L., Wachholz Strelhow, M. R., Abs, D., Valdenegro, B., García, C., & Gyarzún, D. (2014). Psychometric properties of the Personal Wellbeing Index in Brazilian and Chilean adolescents including spirituality and religion. Psicologia: Reflexão e Crítica, 27(4), 710–719. https://doi.org/10.1590/1678-7153.201427411
Sausner, E. B., & Webster, N. (2016). Migration and community resilience in Nicaraguan Afro-Caribbean coastal communities. Journal of Developing Societies, 32(4), 484–507. https://doi.org/10.1177/0169796X16667876
Temiz, Z. T., & Comert, I. T. (2018). The relationship between life satisfaction, attachment styles, and psychological resilience in university students. Journal of Psychiatry & Neurological Sciences, 31(3), 274–283. https://doi.org/10.5350/DAJPN2018310305
van Rensburg, A. C., Theron, L. C., & Ungar, M. (2019). Using the CYRM-28 with South African young people: A factor structure analysis. Research on Social Work Practice, 29(1), 93–102. https://doi.org/10.1177/1049731517710326
Víllora, B., Larrañaga, E., Yubero, S., Alfaro, A., & Navarro, R. (2020). Relations among poly-bullying victimization, subjective well-being and resilience in a sample of late adolescents. International Journal of Environmental Research and Public Health, 17(2), 1–13. https://doi.org/10.3390/ijerph17020590
Ungar, M., & Liebenberg, L. (2011). Assessing resilience across cultures using mixed methods: Construction of the Child and Youth Resilience Measure. Journal of Multiple Methods in Research, 5(2), 126–149. https://doi.org/10.1177%2F1558689811400607
Ungar, M. & Liebenberg, L. (2015). A measure of resilience with contextual sensitivity—The CYRM-28: Exploring the tension between homogeneity and heterogeneity in resilience theory and research. In S. Prince-Embury, & D. H. Saklofske (Eds.), Resilience in children, adolescents, and adults: Translating research into practice (pp. 245–255).
West, S. G., Taylor, A. B., & Wu, W. (2012). Model fit and model selection in structural equation modeling. In R. H. Hoyle (Ed.), Handbook of structural equation modeling (p. 209–231). The Guilford Press.
Zahradnik, M., Stewart, S. H., O’Connor, R. M., Stevens, D., Ungar, M., & Wekerle, C. (2010). Resilience moderates the relationship between exposure to violence and posttraumatic reexperiencing in Mi’kmaq youth. International Journal of Mental Health and Addiction, 8(2), 408–420. https://doi.org/10.1007/s11469-009-9228-y
Zand, B. Z., Liebenberg, L., & Shamloo, Z. S. (2016). Validation of the factorial structure of the Child and Youth Resilience Measure for use with Iranian youth. Child Indicators Research, 10(3), 797–809. https://doi.org/10.1007/s12187-016-9412-0