Skip to main content

Advertisement

Log in

Fit and Cross-Country Comparability of Children’s Worlds Psychological Well-Being Scale Using 12-Year-Olds Samples

  • Published:
Child Indicators Research Aims and scope Submit manuscript

Abstract

Research on adolescents’ psychological well-being has been rare and lacks a sound theoretical framework. The International Survey of Children’s Well-Being (ISCWeB) is using the Children’s Worlds Psychological Well-Being Scale (CW-PSWBS) as a measure based on Ryff’s model of psychological well-being. However, both Ryff’s model appropriateness to adolescent population and its cross-country comparability are unclear. In order to cross-country compare statistics obtained from adolescents by using this instrument, its measurement invariance needs to be checked. The aim of this paper is to test the fit and the cross-country comparability of CW-PSWBS among 13 countries using 12-year-olds samples from ISCWeB survey wave 2 and 3. Multi-group confirmatory factor analysis to assess the extent to which it is valid to make cross-national comparisons using this measure has been used. Our results suggest that it is meaningful to compare correlations and regressions of a 5-item version of CW-PSWBS scale only in wave 2 data, when the item on self-acceptance dimension is left out. In wave 3, one additional item does not get support for metric invariance. However, scalar invariance is not supported in any case and therefore cross-national comparisons of mean scores on CW-PSWBS are not statistically meaningful.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Data Availability

Not applicable.

Code Availability

Not applicable.

Notes

  1. For both waves of the survey a specialist central review board had been established to review country proposals for sampling strategies and approve final versions. Key requirements for full inclusion in the study were to use some form of random sampling (usually random stratified cluster sampling) with a sampling frame covering at least 95% of the child population in the age groups surveyed in mainstream schools. Up to 5% exclusions were allowed in each country due to issues such as the difficulties and costs of surveying very small schools in geographically remote areas. A target sample size of at least 1000 children in at least 20 schools in each age group was set (Rees et al., 2020).

References

  • Abbott, R. A., Ploubidis, G. B., Huppert, F. A., Kuh, D., Wadsworth, M. E., & Croudace, T. J. (2006). Psychometric evaluation and predictive validity of Ryff’s psychological well-being items in a UK birth cohort sample of women. Health and Quality of Life Outcomes, 4, 76.

    Article  Google Scholar 

  • Arbuckle, J. L. (2010). IBM SPSS® AmosTM 19 User’s Guide. Amos Development Corporation.

    Google Scholar 

  • Areepattamannil, S., & Hashim, J. (2017). The questionnaire for Eudaimonic well-being (QEWB): Psychometric properties in non-western adolescent sample. Personality and Individual Differences, 117, 236–241. https://doi.org/10.1016/j.paid.2017.06.018.

    Article  Google Scholar 

  • Barra, E. (2011). Bienestar Psicológico y Orientación de rol Sexual en Adolescentes. Liberabit, 17, 31–36.

    Google Scholar 

  • Benatuil, D. (2003). El bienestar psicológico en adolescentes desde una perspectiva cualitativa. Psicodebate, 3, 43–58. https://doi.org/10.18682/pd.v3i0.502.

    Article  Google Scholar 

  • Boehm, J. K., Lyubomirsky, S., & Sheldon, K. M. (2011). A longitudinal experimental study comparing the effectiveness of happiness-enhancing strategies in Anglo Americans and Asian americans. Cognition and Emotion, 25(7), 1263–1272. https://doi.org/10.1080/02699931.2010.541227.

    Article  Google Scholar 

  • Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J. S. Long (Eds.), Testing structural equation models (pp. 136–162). Sage.

    Google Scholar 

  • Burns, R. (2017). Psychosocial well-being. In N. A. Pachana (Ed.), Encyclopedia of Geropsychology (pp. 1977–1984). Springer.

    Chapter  Google Scholar 

  • Burns, R. A., & Machin, M. A. (2009). Investigating the structural validity of Ryff’s psychological well-being scales across two samples. Social Indicators Research, 93(2), 359–375.

    Article  Google Scholar 

  • Byrne, B. M. (2010). Structural Equation Modeling with AMOS. Basic concepts, Applications and Programming (2nd ed.). Routledge.

    Google Scholar 

  • Cardozo, A., Martínez, M., & Colmenares, G. (2012). Caracterización de las condiciones de vida y el bienestar psicológico de adolescentes damnificados del sur del departamento del Atlántico. Cultura, Educación y Sociedad, 3(1), 83–105.

    Google Scholar 

  • Casas, F. (2017). Analysing the comparability of 3 multi-item subjective well-being psychometric scales among 15 countries using samples of 10 and 12-year-olds. Child Indicators Research, 10, 297–330.

    Article  Google Scholar 

  • Casas, F., González, M., Navarro, D., & Aligué, M. (2013). Children as advisers of their researchers: Assuming a different status for children. Child Indicators Research, 6, 193–212.

    Article  Google Scholar 

  • Casas, F., & Rees, G. (2015). Measures of children’s subjective well-being: Analysis of the potential for cross-national comparisons. Child Indicators Research, 8(1), 49–69.

    Article  Google Scholar 

  • Casas, F., Sarriera, J. C., Abs, D., Coenders, G., Alfaro, J., Saforcada, E., et al. (2012). Subjective indicators of personal well-being among adolescents. Performance and results for different scales in Latin-language speaking countries: A contribution to the international debate. Child Indicators Research, 5(1), 1–28.

    Article  Google Scholar 

  • Casas, F., Tiliouine, H., & Figuer, C. (2014). The subjective well-being of adolescents from two different cultures: Applying three versions of the PWI in Algeria and Spain. Social Indicators Research, 115(2), 637–651.

    Article  Google Scholar 

  • Casullo, M. M., Solano, A. C. (2000). Evaluación del bienestar psicológico en estudiantes adolescentes argentinos. Revista De Psicología De La Pontificia Universidad Católica De Perú, 18(1), 36–68.

  • Chan, D. W., Chan, L.-K., & Sun, X. (2019). Developing a brief version of Ryff’s scale to assess the psychological well-being of adolescents in Hong Kong. European Journal of Psychological Assessment, 35(3), 414–422.

    Article  Google Scholar 

  • Chen, F. F., Jing, Y., Hayes, A., & Lee, J. M. (2013). Two concepts or two approaches? A bifactor analysis of psychological and subjective well-being. Journal of Happiness Studies, 14(3), 1033–1068.

    Article  Google Scholar 

  • Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 14, 464–504.

    Article  Google Scholar 

  • Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 9, 233–255.

    Article  Google Scholar 

  • Chong, W. C., Osman, M. M. B., Tong, E. M. W., & Tan, D. (2011). Self-construal and subjective well-being in two ethnic communities in Singapore. Psychology, 2(2), 67–70.

    Google Scholar 

  • Clarke, P. J., Marshall, V. W., Ryff, C. D., & Wheaton, B. (2001). Measuring psychological well-being in the Canadian study of health and aging. International Psychogeriatrics, 13(s1), 79–90.

    Article  Google Scholar 

  • Coenders, G., Batista-Foguet, J. M., & Saris, W. E. (2005). Temas Avanzados en Modelos de Ecuaciones Estructurales [Advanced Topics in Structural Equation Models]. La Muralla.

    Google Scholar 

  • Crous, G. (2017). Child psychological well-being and its associations with material deprivation and type of home. Children’s and Youth Services Review, 80, 88–95.

    Article  Google Scholar 

  • De Caroli, M. E., & Sagone, E. (2016). Resilience and psychological well-being: Differences for affective profiles in Italian middle and late adolescents. Revista INFAD De Psicologia, 1, 149–160.

    Article  Google Scholar 

  • Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. Plenum.

    Book  Google Scholar 

  • Diener, E. (1984). Subjective well-being. Psychological Bulletin, 95(3), 542–575.

    Article  Google Scholar 

  • Fattore, T., Mason, J., & Watson, E. (2007). Children’s conceptualisation (s) of their well-being. Social Indicators Research, 80(1), 5–29.

    Article  Google Scholar 

  • Fernandes, H. M., Vasconcelos-Raposo, J., & Teixeira, C. M. (2010). Preliminary analysis of the psychometric properties of Ryff’s scales of psychological well-being in Portuguese adolescents. The Spanish Journal of Psychology, 13(2), 1032–1043.

    Article  Google Scholar 

  • Gao, J., & McLellan, R. (2018). Using Ryff’s scales of psychological well-being in adolescents in mainland China. BMC Psychology, 6, 17. https://doi.org/10.1186/s40359-018-0231-6.

    Article  Google Scholar 

  • Garcia, D., Jimmefors, A., Mousavi, F., Adrianson, L., Rosenberg, P., & Archer, T. (2015). Self-regulatory mode (locomotion and assessment), well-being (subjective and psychological), and exercise behavior (frequency and intensity) in relation to high school pupils’ academic achievement. Peer Journal, 3, e847.

    Article  Google Scholar 

  • García, D., Sagone, E., Caroli, M. E., & Nima, A. A. (2017). Italian and Swedish adolescents: Differences and associations in subjective well-being and psychological well-being. Peer Journal, 5, 1–14. https://doi.org/10.7717/peerj.2868.

    Article  Google Scholar 

  • Hommerich, C., & Klient, S. (2012). Happiness: Does culture matter? International Journal of Well-Being, 2(4), 292–298.

    Article  Google Scholar 

  • Huebner, E. S. (2004). Research on assessment of life satisfaction of children and adolescents. Social Indicators Research, 66(1–2), 3–33.

    Google Scholar 

  • Keyes, C. L. (2002). The mental health continuum: From languishing to flourishing in life. Journal of Health and Social Behavior, 43(2), 207–222.

    Article  Google Scholar 

  • Keyes, C. L. (2013). Promoting and protecting positive mental health: Early and often throughout the lifespan. In C. Keyes (Ed.), Mental well-being (pp. 3–28). Springer.

    Chapter  Google Scholar 

  • Lai, L. C. H., Cummins, R. A., & Lau, A. L. D. (2013). Cross-Cultural Difference in Subjective Wellbeing: Cultural Response Bias as an Explanation. Social Indicators Research, 114, 607–619.

    Article  Google Scholar 

  • Loera-Malvaez, N., Balcázar-Nava, P., Trejo-González, L., Gurrola-Peña, G. M., & Bonilla-Muñoz, M. P. (2017). Adaptación de la Escala de Bienestar Psicológico de Ryff en adolescentes preuniversitarios. Neurología, Neurocirugía y Psiquiatría, 41(3–4), 90–97.

    Google Scholar 

  • Marsh, H. W., Lüdtke, O., Muthén, B., Asparouhov, T., Morin, A. J. S., Trautwein, U., & Nagengast, B. (2010). A new look at the big five factor structure through exploratory structural equation modeling. Psychological Assessment, 22(3), 471–491. https://doi.org/10.1037/a0019227.

    Article  Google Scholar 

  • Nahkur, O., & Kutsar, D. (2019). Social ecological measures of interpersonal destructiveness impacting child subjective mental well-being: Perceptions of 12-year-old children in 14 countries. Child Indicators Research, 12(1), 353–378.

    Article  Google Scholar 

  • Rees, G., & Main, G. (2015). Children’s views on their lives and well-being in 15 countries: A report on the Children’s Worlds survey, 2013–14. Children’s Worlds Project.

    Google Scholar 

  • Rees, G., Savahl, S., Lee, B., & Casas, F. (2020). Children’s views on their lives and well-being in 35 countries: A report on the Children’s Worlds project, 2016–19. Children’s Worlds Project (ISCWeB).

    Google Scholar 

  • Republic of Estonia Ministry of Education and Research. (2020). Haridusvaldkonna arengukava 2021–2035 [Education Development Plan 2021–2035]. https://www.hm.ee/sites/default/files/eesti_haridusvaldkonna_arengukava_2035_seisuga_2020.03.27.pdf. Accessed 15 January 2021.

  • Ryan, R. M., & Deci, E. L. (2001). On happiness and human potentials: A review of research on hedonic and eudaimonic well-being. Annual Review of Psychology, 52(1), 141–166.

    Article  Google Scholar 

  • Ryff, C. D. (1989). Happiness is everything, or is it? Explorations on the meaning of psychological well-being. Journal of Personality and Social Psychology, 57(6), 1069–1081.

    Article  Google Scholar 

  • Ryff, C. D. (2014). Psychological well-being revisited: Advances in the science and practice of eudaimonia. Psychotherapy and Psychosomatics, 83(1), 10–28.

    Article  Google Scholar 

  • Ryff, C. D., & Keyes, C. L. M. (1995). The structure of psychological well-being revisited. Journal of Personality and Social Psychology, 69(4), 719–727.

    Article  Google Scholar 

  • Ryff, C. D., & Singer, B. H. (2006). Best news yet on the six-factor model of well-being. Social Science Research, 35(4), 1103–1119.

    Article  Google Scholar 

  • Sirigatti, S., Penzo, I., Iani, L., Mazzeschi, A., Hatalskaja, H., Giannetti, E., et al. (2013). Measurement invariance of Ryff’s psychological well-being scales across Italian and Belarusian students. Social Indicators Research, 113(1), 67–80.

    Article  Google Scholar 

  • Sirigatti, S., Stefanile, C., Giannetti, E., Iani, L., Penzo, I., & Mazzeschi, A. (2009). Assessment of factor structure of Ryff’s Psychological Well-Being Scales in Italian adolescents. Bollettino Di Psicologia Applicata, 259(56), 30–50.

    Google Scholar 

  • Springer, K. W., Pudrovska, T., & Hauser, R. M. (2011). Does psychological well-being change with age? Longitudinal tests of age variations and further exploration of the multidimensionality of Ryff’s model of psychological well-being. Social Science Research, 40(1), 392–398. https://doi.org/10.1016/j.ssresearch.2010.05.008.

    Article  Google Scholar 

  • Strelhow, M. R. W., & Sarriera; J.C., & Casas, F. . (2020). Evaluation of Well-Being in Adolescence: Proposal of an Integrative Model with Hedonic and Eudemonic Aspects. Child Indicators Research, 13, 1439–1452. https://doi.org/10.1007/s12187-019-09708-5.

    Article  Google Scholar 

  • The Children’s Society. (2013). The Good Childhood Report. The Children’s Society.

    Google Scholar 

  • Tov, W., & Diener, E. (2007). Culture and subjective well-being. In S. Kitayama & E. Cohen (Eds.), Handbook of Cultural Psychology (pp. 691–713). New York: Guilford.

    Google Scholar 

  • Waterman, A. S. (1984). The psychology of individualism. Praeger.

    Google Scholar 

  • Waterman, A. S. (1993). Two conceptions of happiness: Contrasts of personal expressiveness (eudaimonia) and hedonic enjoyment. Journal of Personality and Social Psychology, 64(4), 678–691.

    Article  Google Scholar 

  • Waterman, A. S., Schwartz, S. J., Zamboanga, B. L., Ravert, R. D., Williams, M. K., Bede Agocha, V., et al. (2010). The Questionnaire for Eudaimonic Well-Being: Psychometric properties, demographic comparisons, and evidence of validity. The Journal of Positive Psychology, 5(1), 41–61.

    Article  Google Scholar 

  • Viejo, C., Gómez-López, M., & Ortega-Ruiz, R. (2018). Adolescents’ psychological well-being: A multidimensional measure. International Journal of Environmental Research and Public Health, 15(10), 2325.

    Article  Google Scholar 

  • Yaghoobi, A., & Moghadam, B. N. (2019). The effect of positive psychology on the psychological well-being of adolescents. Iranian Journal of Psychiatry and Clinical Psychology, 25(1), 14–25. https://doi.org/10.32598/ijpcp.25.1.14.

    Article  Google Scholar 

Download references

Acknowledgements

Thanks are due to all children who kindly agreed to answer the questionnaire, to all principal investigators and to all research team members who participated in the data collection in the 13 countries included in the sample used here, to the co-ordinating team of the Children’s Worlds project for kindly allowing us to use the database, to the Jacobs Foundation for supporting the project, and to Rein Taagepera for the English editing of this paper. Oliver Nahkur’s work on this publication was supported by a grant from the Estonian Research Council (PRG700).

Funding

Oliver Nahkur’s work on this publication was supported by a grant from the Estonian Research Council (PRG700).

Author information

Authors and Affiliations

Authors

Contributions

Not applicable.

Corresponding author

Correspondence to Oliver Nahkur.

Ethics declarations

Conflicts of Interest/Competing Interests

The authors have no conflicts of interest to declare that are relevant to the content of this article.

Ethics Approval

Not applicable.

Consent to Participate

Not applicable.

Consent for Publication

Not applicable.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Nahkur, O., Casas, F. Fit and Cross-Country Comparability of Children’s Worlds Psychological Well-Being Scale Using 12-Year-Olds Samples. Child Ind Res 14, 2211–2247 (2021). https://doi.org/10.1007/s12187-021-09833-0

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12187-021-09833-0

Keywords

Navigation