Psychometric validity and measurement invariance of positive youth development in the Philippines during the COVID-19 pandemic

References

• Ang, R. P. (2006). Effects of parenting style on personal and social variables for Asian Adolescents. The American Journal of Orthopsychiatry, 76(4), 503–511. https://doi.org/10.1037/0002-9432.76.4.503
   PubMed Web of Science ®Google Scholar
• Arnett, J. J. (1999). Adolescent storm and stress, reconsidered. The American Psychologist, 54(5), 317–326. https://doi.org/10.1037//0003-066X.54.5.317
   PubMed Web of Science ®Google Scholar
• Arnold, M. E., & Silliman, B. (2017). From theory to practice: A critical review of positive youth development program frameworks. Journal of Youth Development, 12(2), 1–20. https://doi.org/10.5195/JYD.2017.17
   Web of Science ®Google Scholar
• Association of Southeast Asian Nations (ASEAN). (2017). First ASEAN Youth Development Index. Retrieved from https://asean.org/asean2020/wp-content/uploads/2021/01/First-ASEAN-Youth-Development-Index.pdf
   Google Scholar
• Bernardo, A. B. I., Ganotice, F. A., & King, R. B. (2015). Motivation gap and achievement gap between public and private high schools in the Philippines. The Asia-Pacific Education Researcher, 24(4), 657–667. https://doi.org/10.1007/s40299-014-0213-2
   Web of Science ®Google Scholar
• Bernardo, A. B. I., Liem, G. A. D., & Tan, S. H. (2019). Sociocultural dimensions of student motivation: Research approaches and insights from the Philippines. In Asian education miracles: In search of sociocultural and psychological explanations. (pp. 139–154). Routledge.
   Google Scholar
• Bernardo, A. B. I., & Tupas, T. R. F. (2007). Language in Philippine education: Rethinking old fallacies, exploring new alternatives amidst globalization. In (Re)making society: The politics of language, discourse and identity in the Philippines (pp. 1–26). University of the Philippines Press.
   Google Scholar
• Bowers, E., Li, Y., Kiely, M., Brittian, A., Lerner, J., & Lerner, R. (2010). The Five Cs model of positive youth development: A longitudinal analysis of confirmatory factor structure and measurement invariance. Journal of Youth and Adolescence, 39(7), 720–735. https://doi.org/10.1007/s10964-010-9530-9
   PubMed Web of Science ®Google Scholar
• Brooks-Gunn, J., & Roth, J. (2014). Invited commentary: Promotion and prevention in youth development: Two sides of the same coin? Journal of Youth and Adolescence, 43(6), 1004–1007. https://doi.org/10.1007/s10964-014-0122-y
   PubMed Web of Science ®Google Scholar
• Brown, T. A. (2006). Confirmatory factor analysis for applied research. Guilford.
   Google Scholar
• Buenconsejo, J. U., & Datu, J. A. D. (2021). Positive youth development: A brief review of literature with implications for school-based psychological interventions. Journal of Psychologists and Counsellors in Schools, 1–8. https://doi.org/10.1017/jgc.2021.25
   Google Scholar
• Burkhard, B. M., Robinson, K. M., Murray, E. D., & Lerner, R. M. (2020). Positive youth development: Theory and perspective. In S. Hupps & J. D. Jewell (Eds.), The encyclopedia of child and adolescent development (pp. 2947–2958). John Wiley & Sons, Inc. https://doi.org/10.1002/9781119171492.wecad310
   Google Scholar
• Campano, J. P., & Munakata, T. (2004). Anger and aggression among Filipino students. Adolescence, 39(156), 757–764.
   PubMedGoogle Scholar
• Chai, X., Wang, J., Li, X., Liu, W., Zhao, G., & Lin, D. (2020). Development and validation of the Chinese positive youth development scale. Applied Developmental Science, 26(1), 127–114. https://doi.org/10.1080/10888691.2020.1712206
   Web of Science ®Google Scholar
• Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 14(3), 464–504. https://doi.org/10.1080/10705510701301834
   Web of Science ®Google Scholar
• Chen, F. F., & Jing, Y. (2012). The impact of individualistic and collectivistic orientation on the judgment of self‐presentation. European Journal of Social Psychology, 42(4), 470–481. https://doi.org/10.1002/ejsp.1872
   Web of Science ®Google Scholar
• Chen, B.-B., Wiium, N., & Dimitrova, R. (2018). Factor structure of positive youth development: Contributions of exploratory structural equation modeling. Personality and Individual Differences, 124, 12–15. https://doi.org/10.1016/j.paid.2017.11.039
   Web of Science ®Google Scholar
• Conway, R. J., Heary, C., & Hogan, M. J. (2015). An evaluation of the measurement properties of the five Cs model of positive youth development. Frontiers in Psychology, 6, 1941. https://doi.org/10.3389/fpsyg.2015.01941
   PubMed Web of Science ®Google Scholar
• Datu, J. A. D. (2018). Flourishing is associated with higher academic achievement and engagement in Filipino undergraduate and high school students. Journal of Happiness Studies, 19(1), 27–39. https://doi.org/10.1007/s10902-016-9805-2
   Web of Science ®Google Scholar
• Datu, J. A. D., & Bernardo, A. B. I. (2020). The blessings of social-oriented virtues: Interpersonal character strengths are linked to increased life satisfaction and academic success among Filipino high school students. Social Psychological and Personality Science, 11(7), 983–990. https://doi.org/10.1177/1948550620906294
   Web of Science ®Google Scholar
• Datu, J., & King, R. B. (2018). Subjective well-being is reciprocally associated with academic engagement: A two-wave longitudinal study. Journal of School Psychology, 69, 100–110. https://doi.org/10.1016/j.jsp.2018.05.007
   PubMed Web of Science ®Google Scholar
• Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The Satisfaction With Life Scale. Journal of Personality Assessment, 49(1), 71–75. https://doi.org/10.1207/s15327752jpa4901_13
   PubMed Web of Science ®Google Scholar
• Diener, E., Wirtz, D., Tov, W., Kim-Prieto, C., Choi, D.-W., Oishi, S., & Biswas-Diener, R. (2010). New well-being measures: Short scales to assess flourishing and positive and negative feelings. Social Indicators Research, 97(2), 143–156. https://doi.org/10.1007/s11205-009-9493-y
   Web of Science ®Google Scholar
• Dimitrova, R., Buzea, C., Wiium, N., Kosic, M., Stefenel, D., Chen, B.-B., Dimitrova, R., & Wiuum, N. (2021). Positive youth development in Bulgaria, Italy, Norway and Romania: Testing the factorial structure and measurement invariance of the 5Cs model. In Handbook of positive youth development (pp. 267–281) Springer. https://doi.org/10.1007/978-3-030-70262-5_18
   Google Scholar
• Dvorsky, M. R., Kofler, M. J., Burns, G. L., Luebbe, A. M., Garner, A. A., Jarrett, M. A., Soto, E. F., & Becker, S. P. (2019). Factor structure and criterion validity of the five Cs model of positive youth development in a multi-university sample of college students. Journal of Youth and Adolescence, 48(3), 537–553. https://doi.org/10.1007/s10964-018-0938-y
   PubMed Web of Science ®Google Scholar
• Erentaitė, R., & Raižienė, S. (2015). Lithuanian version of measure of positive youth development based on the five Cs model. European Journal of Developmental Psychology, 12(6), 701–717. https://doi.org/10.1080/17405629.2015.1091772
   Web of Science ®Google Scholar
• Geldhof, G. J., Bowers, E. P., Boyd, M. J., Mueller, M. K., Napolitano, C. M., Schmid, K. L., Lerner, J. V., & Lerner, R. M. (2014a). Creation of short and very short measures of the five Cs of positive youth development. Journal of Research on Adolescence, 24(1), 163–176. https://doi.org/10.1111/jora.12039
   Web of Science ®Google Scholar
• Geldhof, G. J., Bowers, E. P., Mueller, M. K., Napolitano, C. M., Callina, K. S., & Lerner, R. M. (2014b). Longitudinal analysis of a very short measure of positive youth development. Journal of Youth and Adolescence, 43(6), 933–949. https://doi.org/10.1007/s10964-014-0093-z
   PubMed Web of Science ®Google Scholar
• Geldhof, G. J., Larsen, T., Urke, H., Holsen, I., Lewis, H., & Tyler, C. P. (2019). Indicators of positive youth development can be maladaptive: The example case of caring. Journal of Adolescence, 71, 1–9. https://doi.org/10.1016/j.adolescence.2018.11.008
   PubMed Web of Science ®Google Scholar
• Gomez-Baya, D., Santos, T., & Matos, M. G. (2021). Developmental assets and positive youth development: an examination of gender differences in Spain. Applied Developmental Science, 1–23. https://doi.org/10.1080/10888691.2021.1906676
   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–e31. https://doi.org/10.1542/peds.108.2.e31
   PubMed Web of Science ®Google Scholar
• Grasa, A. A. (1989). Econometric model selection. Kluwer, https://doi.org/10.1007/978-94-017-1358-0
   Google Scholar
• Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis (7th ed.) Prentice Hall.
   Google Scholar
• Hayes, A. F., & Coutts, J. J. (2020). Use omega rather than Cronbach’s alpha for estimating reliability. But…. Communication Methods and Measures, 14(1), 1–24. https://doi.org/10.1080/19312458.2020.1718629
   Web of Science ®Google Scholar
• Heck, K. E., Subramaniam, A. (2009). Youth development frameworks. 4-H Center for Youth Development, University of California. Retrieved from http://4h.ucanr.edu/files/1224.pdf
   Google Scholar
• Henrich, J., Heine, S. J., & Norenzayan, A. (2010). The weirdest people in the world? The Behavioral and Brain Sciences, 33(2-3), 61–135. https://doi.org/10.1017/S0140525X0999152X
   PubMed Web of Science ®Google Scholar
• Holsen, I., Geldhof, J., Larsen, T., & Aardal, E. (2017). The five Cs of positive youth development in Norway. International Journal of Behavioral Development, 41(5), 559–569. https://doi.org/10.1177/0165025416645668
   Web of Science ®Google Scholar
• Jiang, G., Mai, Y., & Yuan, K. H. (2017). Advances in measurement invariance and mean comparison of latent variables: Equivalence testing and a projection-based approach. Frontiers in Psychology, 8, 1823. https://doi.org/10.3389/fpsyg.2017.01823
   PubMed Web of Science ®Google Scholar
• Kabir, R. S., & Wiium, N. (2021). Positive youth and among youth and in. In R. Dimitrova & N. Wiuum (Eds.), Handbook of positive youth development (pp. 81–94). Springer. https://doi.org/10.1007/978-3-030-70262-5_6
   Google Scholar
• King, P. E., Kim, S.-H., Furrow, J. L., & Clardy, C. E. (2017). Preliminary exploration of the Measurement of Diverse Adolescent Spirituality (MDAS) among Mexican youth. Applied Developmental Science, 21(4), 235–250. https://doi.org/10.1080/10888691.2016.1203789
   Web of Science ®Google Scholar
• Konrath, S., & Grynberg, D. (2016). The positive (and negative) psychology of empathy. In D. F. Watt & J. Panksepp (Eds.), Psychology and neurobiology of empathy (pp. 63–107). Nova Biomedical Books.
   Google Scholar
• Kozina, A., Gomez-Baya, D., Gaspar de Matos, M., Tome, G., & Wiium, N. (2021). The association between the 5Cs and anxiety-insights from three countries: Portugal, Slovenia, and Spain. Frontiers in Psychology, 12, 668049. https://doi.org/10.3389/fpsyg.2021.668049
   PubMed Web of Science ®Google Scholar
• Kozina, A., Wiium, N., Gonzalez, J.-M., & Dimitrova, R. (2019). Positive youth development and academic achievement in Slovenia. Child & Youth Care Forum, 48(2), 223–240. https://doi.org/10.1007/s10566-018-9457-y
   Web of Science ®Google Scholar
• Lee, S. A. (2020). Coronavirus Anxiety Scale: A brief mental health screener for COVID-19 related anxiety. Death Studies, 44(7), 393–401. https://doi.org/10.1080/07481187.2020.1748481
   PubMed Web of Science ®Google Scholar
• Lerner, J. V., Bowers, E. P., Minor, K., Boyd, M. J., Mueller, M. K., Schmid, K. L., Napolitano, C. M., Lewin-Bizan, S., & Lerner, R. M. (2013). Positive youth development: Processes, philosophies, and programs. In R. M. Lerner, M. A. Easterbrooks, J. Mistry, & I. B. Weiner (Eds.), Handbook of psychology: Developmental psychology (pp. 365–392). John Wiley & Sons, Inc.
   Google Scholar
• Lerner, R. M., Lerner, J. V., Almerigi, J. B., Theokas, C., Phelps, E., Gestsdottir, S., Naudeau, S., Jelicic, H., Alberts, A., Ma, L., Smith, L. M., Bobek, D. L., Richman-Raphael, D., Simpson, I., Christiansen, E. D., & von Eye, A. (2005). Positive youth development, participation in community youth development programs, and community contributions of fifth-grade adolescents: Findings from the first wave of the 4-H Study of Positive Youth Development. The Journal of Early Adolescence, 25(1), 17–71. https://doi.org/10.1177/0272431604272461
   Web of Science ®Google Scholar
• Lerner, R. M., Lerner, J. V., von Eye, A., Bowers, E. P., & Lewin-Bizan, S. (2011). Individual and contextual bases of thriving in adolescence: A view of the issues. Journal of Adolescence. 34(6), 1107–1114. https://doi.org/10.1016/j.adolescence.2011.08.001
   PubMed Web of Science ®Google Scholar
• Lerner, R. M., von Eye, A., Lerner, J., Lewin-Bizan, S., & Bowers, E. (2010). Special issue introduction: The meaning and measurement of thriving: A view of the issues. Journal of Youth and Adolescence, 39(7), 707–719. https://doi.org/10.1007/s10964-010-9531-8
   PubMed Web of Science ®Google Scholar
• Lerner, R. M., Wang, J., Chase, P. A., Gutierrez, A. S., Harris, E. M., Rubin, R. O., & Yalin, C. (2014). Using relational developmental systems theory to link program goals, activities, and outcomes: the sample case of the 4-H Study of Positive Youth Development. New Directions for Youth Development, 2014(144), 17–30. ), https://doi.org/10.1002/yd.20110
   PubMedGoogle Scholar
• Lewin-Bizan, S., Lynch, A. D., Fay, K., Schmid, K., McPherran, C., Lerner, J. V., & Lerner, R. M. (2010). Trajectories of positive and negative behaviors from early- to middle-adolescence. Journal of Youth and Adolescence, 39(7), 751–763. https://doi.org/10.1007/s10964-010-9532-7
   PubMed Web of Science ®Google Scholar
• Little, R. J. A. (1988). A test of missing completely at random for multivariate data with missing values. Journal of the American Statistical Association. 83(404), 1198. https://doi.org/10.2307/2290157
   Web of Science ®Google Scholar
• Lyu, M., & Gill, D. (2012). Perceived physical competence and body image as predictors of perceived peer acceptance in adolescents. Asian Journal of Social Psychology, 15(1), 37–48. https://doi.org/10.1111/j.1467-839X.2011.01360.x
   Web of Science ®Google Scholar
• Markus, H. R., & Kitayama, S. (1991). Culture and the self: Implications for cognition, emotion, and motivation. Psychological Review, 98(2), 224–253. https://doi.org/10.1037/0033-295X.98.2.224
   Web of Science ®Google Scholar
• Matos, M. G., Santos, T. M., Reis, M. S., Marques, A., Tomé, G. M., Simões, C., & Wiium, N. (2018). Portuguese validation of the positive youth development short form (PYD-SF): A shorten version. Psicologia, Saúde & Doença, 19(3), 477–489. https://doi.org/10.15309/18psd190301
   Google Scholar
• Muthén, B. O. (1994). Multilevel Covariance Structure Analysis. Sociological Methods & Research, 22(3), 376–398. https://doi.org/10.1177/0049124194022003006
   Google Scholar
• Phelps, E., Balsano, A. B., Fay, K., Peltz, J. S., Zimmerman, S. M., Lerner, R. M., & Lerner, J. V. (2007). Nuances in early adolescent developmental trajectories of positive and problematic/risk behaviors: Findings from the 4-H Study of Positive Youth Development. Child and Adolescent Psychiatric Clinics of North America, 16(2), 473–496. https://doi.org/10.1016/j.chc.2006.11.006
   PubMed Web of Science ®Google Scholar
• Phelps, E., Zimmerman, S., Warren, A. E. A., Jeličić, H., von Eye, A., & Lerner, R. M. (2009). The structure and developmental course of positive youth development (PYD) in early adolescence: Implications for theory and practice. Journal of Applied Developmental Psychology, 30(5), 571–584. https://doi.org/10.1016/j.appdev.2009.06.003
   Web of Science ®Google Scholar
• Philippine Statistics Authority (PSA). (2018). 2018 family income and expenditure survey, Volume I, national and regional estimates. Retrieved from: https://psa.gov.ph/sites/default/files/FIES%202018%20Final%20Report.pdf
   Google Scholar
• Philippine Statistics Authority (PSA). (2021). 2021 Philippines in figures. Retrieved from: https://psa.gov.ph/sites/default/files/2021_pif_final.pdf
   Google Scholar
• R Core Team. (2019). R: A language and environment for statistical computing. R Foundation for statistical Computing. https://www.R-project.org/
   Google Scholar
• Rosseel, Y. (2012). Lavaan: An R package for structural equation modeling. Journal of Statistical Software, 48(2), 1–36. https://doi.org/10.18637/jss.v048.i02
   Web of Science ®Google Scholar
• Schwartz, S. J., Phelps, E., Lerner, J. V., Huang, S., Brown, C. H., Lewin-Bizan, S., Li, Y., & Lerner, R. M. (2010). Promotion as prevention: Positive youth development as protective against tobacco, alcohol, illicit drug, and sex initiation. Applied Developmental Science, 14(4), 197–211. https://doi.org/10.1080/10888691.2010.516186
   Web of Science ®Google Scholar
• Sedikides, C., Gregg, A. P., & Hart, C. M. (2007). The importance of being modest. In C. Sedikides, & S. Spencer (Eds.), The self: Frontiers in social psychology (pp. 163–184). Psychology Press.
   Google Scholar
• Shek, D. T. L., Dou, D., Zhu, X., & Chai, W. (2019). Positive youth development: Current perspectives. Adolescent Health, Medicine and Therapeutics, 10, 131–141. https://doi.org/10.2147/AHMT.S179946
   PubMed Web of Science ®Google Scholar
• Soper, D. S. (2021). A-priori sample size calculator for structural equation models [Software]. https://www.danielsoper.com/statcalc
   Google Scholar
• Suh, E. M. (2007). Downsides of an overly context-sensitive self: Implications from the culture and subjective well-being research. Journal of Personality, 75(6), 1321–1343. https://doi.org/10.1111/j.1467-6494.2007.00477.x
   PubMed Web of Science ®Google Scholar
• Tee, M. L., Tee, C. A., Anlacan, J. P., Aligam, K. J. G., Reyes, P. W. C., Kuruchittham, V., & Ho, R. C. (2020). Psychological impact of COVID-19 pandemic in the Philippines. Journal of Affective Disorders, 277(2020), 379–391. https://doi.org/10.1016/j.jad.2020.08.043
   PubMedGoogle Scholar
• Tirrell, J. M., Geldhof, G. J., King, P. E., Dowling, E. M., Sim, A. T. R., Williams, K., Iraheta, G., Lerner, J. V., & Lerner, R. M. (2019). Measuring spirituality, hope, and thriving among Salvadoran youth: Initial findings from the compassion international study of positive youth development. Child & Youth Care Forum, 48(2), 241–268. https://doi.org/10.1007/s10566-018-9454-1
   Web of Science ®Google Scholar
• United Nations International Children’s Emergency Fund (UNICEF). (2020). The impact of the COVID-19 crisis on households in the national capital region of the Philippines. Retrieved from https://www.unicef.org/philippines/media/2581/file/TheImpactofCOVID-19CrisisonHouseholdsinNCR.pdf
   Google Scholar
• Urban, J. B., Lewin-Bizan, S., & Lerner, R. M. (2009). The role of neighborhood ecological assets and activity involvement in youth developmental outcomes: Differential impacts of asset poor and asset rich neighborhoods. Journal of Applied Developmental Psychology, 30(5), 601–614. https://doi.org/10.1016/j.appdev.2009.07.003
   Web of Science ®Google Scholar
• van Buuren, S., & Groothuis-Oudshoorn, C. G. M. (2011). mice: Multivariate imputation by chained equations in R. Journal of Statistical Software, 45(3), 1–67. https://doi.org/10.18637/jss.v045.i03
   PubMed Web of Science ®Google Scholar
• World Health Organization (WHO). (2022). Philippines Coronavirus Disease 2019 (COVID-19) Situation Report #95. Retrieved from https://www.who.int/philippines/internal-publications-detail/covid-19-in-the-philippines-situation-report-95
   Google Scholar
• Wiium, N., & Dimitrova, R. (2019). Positive youth development across cultures: Introduction to the special issue. Child & Youth Care Forum, 48(2), 147–153. https://doi.org/10.1007/s10566-019-09488-7
   Web of Science ®Google Scholar
• Williams, J. L., & Deutsch, N. L. (2016). Beyond between-group differences: Considering race, ethnicity, and culture in research on positive youth development programs. Applied Developmental Science, 20(3), 203–213. https://doi.org/10.1080/10888691.2015.1113880
   Web of Science ®Google Scholar
• World Bank. (2021). The World Bank in the Philippines. Retrieved from https://www.worldbank.org/en/country/philippines/overview#1
   Google Scholar
• Yang, P.-J., & McGinley, M. (2021). Commonalities and specificities of positive youth development in the U.S. and Taiwan. Journal of Applied Developmental Psychology, 73, 101251. https://doi.org/10.1016/j.appdev.2021.101251
   Web of Science ®Google Scholar