Abstract
In the prevailing international migration flows and the emerging trend of pursuing happiness rather than material wealth, researchers’ attention has been increasingly directed towards the life satisfaction of immigrant adolescents. Using a sample of 344,438 adolescents aged 15 years old from 49 countries/economies who participated in the 2015 wave of the programme of international student assessment, this study provides a comprehensive discussion of the relationship between immigrant status and adolescent life satisfaction (ALS). By performing a multiple linear regression analysis of each economy, this paper demonstrates the mixed effect of immigration status on ALS. By performing hierarchal linear modelling based on the pooled sample, this study asserts that although immigrant adolescents experience significantly lower life satisfaction than their native counterparts, this gap can be substantially reduced by certain school and family factors. Furthermore, with the application of propensity score matching to 13 economies with higher proportions of immigrant adolescents, this study contributes to the critical debate on the immigrant paradox by grouping and comparing the ALS gaps across generations.
Similar content being viewed by others
Notes
These five instruments include the Student Life Satisfaction Scale, the one-item Overall Life Satisfaction, the Personal Well-being Index—School Children, the Brief Multidimensional Student Life Satisfaction Scale, and Russell’s Core Affect scale.
The full list is Albania, Algeria, Australia, Canada, Denmark, Georgia, Indonesia, Israel, Jordan, Kazakhstan, Kosovo, Lebanon, Malta, Moldova, New Zealand, Norway, Romania, Singapore, Vietnam, Sweden, Trinidad, Tobago, FYROM, and Argentina (Ciudad Autónoma de Buenos).
The full list is Italy, Puerto Rico (USA), USA (Massachusetts), and USA (North Carolina).
The following two suggestions are offered in the PISA 2015 official documents for using this scale: (a) the first two items should be excluded in international comparison studies due to certain measurement issues, and (b) the original 4 points of the remaining six items should be recoded into 3 points because both (c) a few times a month and (d) once a week or more can be interpreted as high frequency and should be combined into the same category.
As summarized in a systematic review published by Elwert and Winship (2014), conditioning on the intervening variable between treatment and outcome could block the causal path and consequently induce overcontrol bias. In the case of our study, the variable ‘bullying’ is such a suspect due to its considerably high correlations with both immigration status and ALS (see Table 3). Thus, excluding bullying from the PSM is ideal. Furthermore, an in-depth analysis on the relations between immigration status, bullying and ALS might rely on exploring the potential mediating mechanism, since being an immigrant could influence the likelihood of being bullied, which would then influence ALS. Future research can expand in this direction through the technique of directed acyclic graphs (DAGs) (Shrier and Platt 2008). We thank the anonymous reviewers for highlighting this critical issue and the editor for kindly providing the literature.
This indicator is computed using the following formula: \(\left({b_{1,step i + 1} - b_{1,step i}} \right)/b_{1,step 1},\, i = 2, \ldots,5\).
The following three tests were performed to diagnose the balance: likelihood-ratio (LR) test, Rubin’s B test, and Rubin’s R test. First, none of the LR test results were found to be significant after matching, demonstrating the joint lack of significance of all control variables. Second, almost all results of Rubin’s B test were under 25% (with two exceptions in the German sample), demonstrating the high homogeneity of the matched groups. Third, all results of Rubin’s R test were in the interval [0, 2], demonstrating the high homogeneity of the matched groups. The detailed results are available upon request.
References
Abdul-Rida, C., & Nauck, B. (2014). Migration and child well-being. In A. Ben-Arieh, F. Casas, I. Frones, & J. E. Korbin (Eds.), Handbook of child well-being (pp. 3101–3142). Dordrecht: Springer.
Borgonovi, F., & Pál, J. (2016). A framework for the analysis of student well-being in the PISA 2015 study: Being 15 in 2015. OECD Education Working Papers, No. 140. Paris: OECD Publishing.
Bradshaw, J., Keung, A., Rees, G., & Goswami, H. (2011). Children’s subjective well-being: International comparative perspectives. Children and Youth Services Review, 33(4), 548–556.
Bradshaw, J., Martorano, B., Natali, L., & de Neubourg, C. (2013). Children’s subjective well-being in rich countries. Child Indicators Research, 6(4), 619–635.
Bradshaw, J., & Rees, G. (2017). Exploring national variations in child subjective well-being. Children and Youth Services Review, 80, 3–14.
Caliendo, M., & Kopeinig, S. (2008). Some practical guidance for the implementation of propensity score matching. Journal of Economic Surveys, 22(1), 31–72.
Diener, E. (2013). The remarkable changes in the science of subjective well-being. Perspectives on Psychological Science, 8(6), 663–666.
Dinisman, T., & Ben-Arieh, A. (2016). The characteristics of children’s subjective well-being. Social Indicators Research, 126(2), 555–569.
Due, P., Holstein, B. E., Lynch, J. W., Diderichsen, F., Gabhain, S. N., Scheidt, P., et al. (2005). Bullying and symptoms among school-aged children: International comparative cross sectional study in 28 countries. European Journal of Public Health, 15(2), 128–132.
Elwert, F., & Winship, C. (2014). Endogenous selection bias: The problem of conditioning on a collider variable. Annual Review of Sociology, 40(1), 31–53.
Finnish National Board of Education. (2009). National core curriculum for instruction preparing for basic education.
Franke, K. B., Huebner, E. S., & Hills, K. J. (2017). Cross-sectional and prospective associations between positive emotions and general life satisfaction in adolescents. Journal of Happiness Studies, 18, 1075–1093.
Garcia Coll, C., & Marks, A. K. (Eds.). (2012). The immigrant paradox in children and adolescents: Is becoming American a developmental risk?. Washington, DC: American Psychological Association.
Hernandez, D. J., & Charney, E. (Eds.). (1998). From generation to generation: The health and well-being of children in immigrant families. Washington, DC: National Academy Press.
Hernandez, D. J., Macartney, S. E., & Blanchard, V. L. (2010). Children of immigrants: Family and socioeconomic indicators for affluent countries. Child Indicators Research, 3(4), 413–437.
Huebner, E. S. (2004). Research on assessment of life satisfaction of children and adolescents. Social Indicators Research, 66(1), 3–33.
Juvonen, J., & Graham, S. (2014). Bullying in schools: The power of bullies and the plight of victims. Annual Review of Psychology, 65(1), 159–185.
Klocke, A., Clair, A., & Bradshaw, J. (2014). International variation in child subjective well-being. Child Indicators Research, 7(1), 1–20.
Lee, B. J., & Yoo, M. S. (2015). Family, school, and community correlates of children’s subjective well-being: An international comparative study. Child Indicators Research, 8(1), 151–175.
Lee, B. J., & Yoo, M. S. (2017). What accounts for the variations in children’s subjective well-being across nations? A decomposition method study. Children and Youth Services Review, 80, 15–21.
Lun, V. M., & Bond, M. H. (2016). Achieving subjective well-being around the world: The moderating influence of gender, age and national goals for socializing children. Journal of Happiness Studies, 17(2), 587–608.
Marks, A. K., Ejesi, K., & Garcia Coll, C. (2014). Understanding the US immigrant paradox in childhood and adolescence. Child Development Perspectives, 8(2), 59–64.
Neto, F. (2009). Predictors of mental health among adolescents from immigrant families in Portugal. Journal of Family Psychology, 23, 375–385.
OECD. (2006). Where immigrant students succeed: A comparative review of performance and engagement in PISA 2003. Paris: OECD Publishing.
OECD. (2015). How’s life? 2015: Measuring well-being. Paris: OECD Publishing.
OECD. (2016). PISA 2015 assessment and analytical framework: Science, reading, mathematics and financial literacy. Paris: OECD Publishing.
OECD. (2017a). PISA 2015 results (volume III): Students’ well-being. Paris: OECD Publishing.
OECD. (2017b). PISA 2015 technical report. Paris: OECD Publishing.
OECD. (2018). The resilience of students with an immigrant background: Factors that shape well-being. Paris: OECD Publishing.
Phinney, J. S., & Ong, A. D. (2002). Adolescent-parent disagreements and life satisfaction in families from Vietnamese- and European-American backgrounds. International Journal of Behavioral Development, 26, 556–561.
Portes, A., & Rumbaut, R. (2006). Immigrant America: A portrait (3rd ed.). Berkeley: University of California Press.
Proctor, C. L., Linley, P. A., & Maltby, J. (2009). Youth life satisfaction: A review of the literature. Journal of Happiness Studies, 10, 583–630.
Sam, D. L. (1998). Predicting life satisfaction among adolescents from immigrant families in Norway. Ethnicity and Health, 3, 5–18.
Sam, D. L., Vedder, P., Liebkinf, K., Neto, F., & Virta, E. (2008). Immigration, acculturation and the paradox of adaptation in Europe. European Journal of Developmental Psychology, 5, 138–158.
Sam, D. L., Vedder, P., Ward, C., & Horenczyk, G. (2006). Psychological and sociocultural adaptation of immigrant youth. In J. W. Berry, J. S. Phinney, D. L. Sam, & P. Vedder (Eds.), Immigrant youth in cultural transition: Acculturation, identity, and adaptation across national contexts (pp. 117–141). Mahwah, NJ: Lawrence Erlbaum.
Shrier, I., & Platt, R. W. (2008). Reducing bias through directed acyclic graphs. BMC Medical Research Methodology, 8(1), 70.
Singh, G. K., Yu, S. M., & Kogan, M. D. (2013). Health, chronic conditions, and behavioral risk disparities among US immigrant children and adolescents. Public Health Reports, 128(6), 463–479.
Stuart, E. A. (2010). Matching methods for causal inference: A review and a look forward. Statistical Science: A Review Journal of the Institute of Mathematical Statistics, 25(1), 1–21.
Suárez-Orozco, C., Rhodes, J., & Milburn, M. (2009). Unraveling the immigrant paradox: Academic engagement and disengagement among recently arrived immigrant youth. Youth and Society, 41, 151–185.
Ullman, C., & Tatar, M. (2001). Psychological adjustment among Israeli adolescent immigrants: A report of life satisfaction, self-concept, and self-esteem. Journal of Youth and Adolescence, 30, 449–463.
UNESCO. (2017). School violence and bullying: Global status report. Paris: UNESCO.
von der Embse, N., Barterian, J. A., & Segool, N. (2013). Test anxiety interventions for children and adolescents: A systematic review of treatment studies from 2000–2010. Psychology in the Schools, 50(1), 57–71.
Wanous, J. P., Reichers, A. E., & Hudy, M. J. (1997). Overall job satisfaction: How good are single-item measures? Journal of Applied Psychology, 82(2), 247–252.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The author declares that there is no conflict of interest.
Rights and permissions
About this article
Cite this article
Tang, Y. Immigration Status and Adolescent Life Satisfaction: An International Comparative Analysis Based on PISA 2015. J Happiness Stud 20, 1499–1518 (2019). https://doi.org/10.1007/s10902-018-0010-3
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10902-018-0010-3