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Monitoring Preadolescents’ Well-being: Italian Validation of the Middle Years Development Instrument

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Abstract

The aim of this study was to translate into Italian and validate the Middle Years Development Instrument (MDI). This population-level measure was developed and validated in English by Schonert-Reichl and colleagues Social Indicators Research, 114, 345–369, (2013) to measure well-being in preadolescents who were aged between six and twelve years. Our purpose was to test the MDI in the Swiss State of Canton Ticino, in which Italian is the official language. A total of 1942 6th and 7th grade preadolescents completed the questionnaire (50% girls). To assess the factor structure of the scales, exploratory factor analysis (EFA) and confirmatory factor analyses (CFA) were performed, which identified Social and emotional development, Connectedness and School experiences dimensions of the MDI Italian-version, exploratory factor analysis (EFA) and confirmatory factor analyses (CFAs) were performed. Then, multiple-group CFAs were computed in order to assess gender and native language invariance. We computed Cronbach’s alphas and correlations between scales. EFA and CFAs confirmed that the factor structure of the MDI was adequate. Analyses of invariance supported the factor structure of the MDI and its utility for comparative research. In general, the analyses confirmed that the MDI-Swiss-Italian version is a valid and reliable instrument for measuring preadolescents’ well-being.

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References

  • Arbuckle, J. L. (2012). IBM ® SPSS ® Amos™ 21 user’s guide. Chicago: IBM Corporation.

    Google Scholar 

  • Battistich, V., Solomon, D., Watson, S., & Schaps, E. (1997). Caring school communities. Educational Psychologist, 32, 137–151. doi:10.1207/s15326985ep3203_1.

    Article  Google Scholar 

  • Benard, B. (1991). Fostering resiliency in kids: protective factors in the family, school, and community. Portland: Western Center for Drug-Free Schools and Communities.

    Google Scholar 

  • Ben-Arieh, A. (2008). The child indicators movement: past, present, and future. Child Indicators Research, 1, 3–16. doi:10.1007/s12187-007-9003-1.

    Article  Google Scholar 

  • Ben-Arieh, A., & Goerge, R. (2001). Beyond the numbers: how do we monitor the state of our children. Children and Youth Services Review, 23, 603–631. doi:10.1016/S0190-7409(01)00150-5.

    Article  Google Scholar 

  • Benson, P. L., Scales, P. C., Hamilton, S. F., & Sesma Jr., A. (2006). Positive youth development: theory, research, and applications. In R. M. Lerner (Ed.), Theoretical models of human development. Volume 1 of handbook of child psychology (6th ed., pp. 894–941). Hoboken: Wiley.

    Google Scholar 

  • Ben-Zur, H. (2003). Happy adolescents: the link between subjective well-being, internal resources, and parental factors. Journal of Youth and Adolescence, 32, 67–79. doi:10.1023/A:1021864432505.

    Article  Google Scholar 

  • Bordwine, V. C., & Huebner, E. S. (2010). The role of coping in mediating the relationship between positive affect and school satisfaction in adolescents. Child Indicators Research, 3, 349–366. doi:10.1007/s12187-010-9063-5.

    Article  Google Scholar 

  • Bowers, E. P., Li, Y., Kiely, M. K., Brittian, A., Lerner, J. V., & Lerner, R. M. (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, 720–735. doi:10.1007/s10964-010-9530-9.

    Article  Google Scholar 

  • Bradshaw, J., Martorano, B., Natali, L., & de Neubourg, C. (2013). Children’s subjective well-being in rich countries. Child Indicators Research, 6, 619–635. doi:10.1007/s12187-013-9196-4.

    Article  Google Scholar 

  • Brislin, R. W. (1970). Back-translation for cross-cultural research. Journal of Cross-Cultural Psychology, 1, 185–216. doi:10.1177/135910457000100301.

    Article  Google Scholar 

  • Bronfenbrenner, U. (Ed.). (2005). Making human beings human: bioecological perspectives on human development. Thousand Oaks: Sage Publications.

    Google Scholar 

  • Brophy, J., & Good, T. (1974). Teacher-student relationships: causes and consequences. New York: Holt, Rinehart and Winston.

    Google Scholar 

  • Byrne, B. (2010). Structural equation modelling with AMOS (2nd ed.). New York: Routledge.

    Google Scholar 

  • Catalano, R. F., Berglund, M. L., Ryan, J. A. M., Lonczak, H. S., & Hawkins, J. D. (1999). Positive youth development in the United States: research findings on evaluations of youth development programs. Washington, DC: U.S. Department of Health and Human Services.

    Google Scholar 

  • Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling, 14, 464–504. doi:10.1080/10705510701301834.

    Article  Google Scholar 

  • Claes, M., & Simard, R. (1993). Friendship characteristics of delinquent adolescents. International Journal of Adolescence & Youth, 3, 287–301. doi:10.1080/02673843.1992.9747709.

    Article  Google Scholar 

  • Cohen, J. (1988). Statistical power analysis for the behavioral sciences. London: Routledge.

    Google Scholar 

  • Collins, W. A. (Ed.). (1984). Development during middle childhood: the years from six to twelve. Washington, DC: National Academy Press.

    Google Scholar 

  • Constantine, N. A., & Benard, B. (2001). California healthy kids survey resilience assessment model: technical report. Berkeley: Public Health Institute.

    Google Scholar 

  • Damon, W. (2004). What is positive youth development? The Annals of the American Academy of Political and Social Science, 591, 13–24. doi:10.1177/0002716203260092.

    Article  Google Scholar 

  • Davis, M. H. (1983). Measuring individual differences in empathy: evidence for a multidimensional approach. Journal of Personality and Social Psychology, 44, 113–126. doi:10.1037/0022-3514.44.1.113.

    Article  Google Scholar 

  • Deci, E. L., & Ryan, R. M. (1995). Human autonomy: the basis for true self-esteem. In M. Kernis (Ed.), Efficacy, agency, and self-esteem (pp. 31–49). New York: Plenum.

    Google Scholar 

  • DeNeve, K. M., & Cooper, H. (1998). The happy personality: a meta-analysis of 137 personality traits and subjective well-being. Psychological Bulletin, 124, 197–229. doi:10.1037/0033-2909.124.2.197.

    Article  Google Scholar 

  • Diener, E. (1984). Subjective well-being. Psychological Bulletin, 95, 542–575. doi:10.1037/0033-2909.95.3.542.

    Article  Google Scholar 

  • Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49, 71–75. doi:10.1207/s15327752jpa4901_13.

    Article  Google Scholar 

  • Dougherty, L. R. (2006). Children’s emotionality and social status: a meta-analytic review. Social Development, 15, 394–417. doi:10.1111/j.1467-9507.2006.00348.x.

    Article  Google Scholar 

  • Eccles, J. S. (1999). The development of children ages 6 to 14. Future of Children, 9(2), 30–44.

    Article  Google Scholar 

  • Eccles, J. S., & Gootman, J. A. (2002). Community programs to promote youth development. Washington, DC: National Academy Press.

    Google Scholar 

  • Erbstein, N., Hartzog, C., & Geraghty, E. M. (2013). Putting youth on the map: a pilot instrument for assessing youth well-being. Child Indicators Research, 6, 257–280. doi:10.1007/s12187-012-9170-6.

    Article  Google Scholar 

  • Ferrari, L., Santilli, S., & Ginevra, M. C. (2014). Psicologia positiva e preadolescenza. [Positive psychology and preadolescence]. In S. Soresi & L. Nota (Eds.), La psicologia positiva a scuola e nei contesti formativi. Strumenti e contributi di ricerca [positive psychology at school and in education contexts. Instruments and research contributions] (pp. 21–35). Firenze: Hogrefe Editore.

    Google Scholar 

  • Gadermann, A. M., Schonert-Reichl, K. A., & Zumbo, B. D. (2010). Investigating validity evidence of the satisfaction with life scale adapted for children. Social Indicators Research, 96, 229–247. doi:10.1007/s11205-009-9474-1.

    Article  Google Scholar 

  • Gadermann, A. M., Guhn, M., Schonert-Reichl, K. A., Hymel, S., Thomson, K., & Hertzman, C. A. (2016). Population-based study of children's well-being and health: the relative importance of social relationships, health-related activities, and income. Journal of Happiness Studies, 17, 1847–1872. doi:10.1007/s10902-015-9673-1.

    Article  Google Scholar 

  • Gilman, R., & Huebner, S. (2003). A review of life satisfaction research with children and adolescents. School Psychology Quarterly, 18, 192–205. doi:10.1521/scpq.18.2.192.21858.

    Article  Google Scholar 

  • Goodenow, C. (1993). The psychological sense of school membership among adolescents: scale development and educational correlates. Psychology in the Schools, 30, 79–90. doi:10.1002/1520-6807(199301).

    Article  Google Scholar 

  • Guhn, M., Schonert-Reichl, K. A., Gadermann, A. M., Marriot, D., Pedrini, L., Hymel, S., & Hertzmann, C. (2012). Well-being in middle childhood: an assets-based population-level research-to-action project. Child Indicators Research, 5, 393–418. doi:10.1007/s1218–012–9136-8.

    Article  Google Scholar 

  • Guhn, M., Schonert-Reichl, K. A., Gadermann, A. M., Hymel, S., & Hertzman, C. (2013). A population study of victimization, relationships, and well-being in middle childhood. Journal of Happiness Studies, 14, 1529–1541. doi:10.1007/s10902-012-9393-8.

    Article  Google Scholar 

  • Hall, G. E., & DiPerna, J. C. (2016). Childhood social skills as predictors of middle school academic adjustment. The Journal of Early Adolescence. doi:10.1177/0272431615624566. Advance on line publication.

  • Hanson, T. L., & Kim, J.-O. (2007). Measuring resilience and youth development: the psychometric properties of the healthy kids survey (report no. 2007–034). Washington, DC: U.S. Department of Education.

    Google Scholar 

  • Hertzmann, C., & Power, C. (2006). A life course approach to health and human development. In J. Heymann, C. Hetzmann, M. L. Barer, & M. G. Evans (Eds.), Healthier societies: from analysis to action. New York: Oxford University Press.

    Google Scholar 

  • Kusche, C. A., Greenberg, M. T., & Beilke, R. (1988). Seattle personality questionnaire for young school-aged children. University of Washington, Department of Psychology, Seattle: Unpublished manuscript.

    Google Scholar 

  • Laurent, J., Catanzaro, S., Joiner, T. E., Rudolph, K. D., Potter, K. I., Lambert, S., & Osborne, L. (1999). A measure of positive affect for children: scale development and preliminary validation. Psychological Assessment, 11, 326–338. doi:10.1037/1040-3590.11.3.326.

    Article  Google Scholar 

  • Law, D. M., Shapka, J. D., Hymel, S., Olson, B. F., & Waterhouse, T. (2011). The changing face of bullying: an empirical comparison between traditional and internet bullying and victimization. Computers in Human Behavior, 28, 226–232. doi:10.1016/j.chb.2011.09.004.

    Article  Google Scholar 

  • Lerner, R. M., Lerner, J. V., Almerigi, J. B., Theokas, C., Phelps, E., Gestsdottir, S., et al. (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. Journal of Early Adolescence, 25, 17–71. doi:10.1177/027243160427246.

    Article  Google Scholar 

  • Lewis, A. D., Huebner, S., Malone, P. S., & Valois, R. F. (2011). Life satisfaction and student engagement in adolescence. Journal of Youth and Adolescence, 40, 249–262. doi:10.1007/s10964-010-9517-6.

    Article  Google Scholar 

  • Marsh, H. W. (1988). Self-description questionnaire: a theoretical and empirical basis for the measurement of multiple dimensions of preadolescent self-concept: a test manual and a research monograph. San Antonio: The Psychological Corporation.

    Google Scholar 

  • Martin, G., Keller, C., & Foster, L. (2011). Constructing a composite adolescent health and wellness index for British Columbia, Canada using a spatial multi-criteria analysis approach. Child Indicators Research, 5, 215–234. doi:10.1007/s12187-011-9129-z.

    Article  Google Scholar 

  • Masten, A. S., & Coatsworth, J. D. (1998). The development of competence in favorable and unfavorable environments: lessons from research on successful children. American Psychologist, 53, 205–220. doi:10.1037/0003-066X.53.2.205.

    Article  Google Scholar 

  • McCreary Centre Society (2009). A picture of health: Highlights from the 2008 BC Adolescent Health Survey. Retrieved from http://www.mcs.bc.ca/pdf/AHSIV_APictureOfHealth.pdf.

  • Medsker, G. J., Williams, L. J., & Holahan, P. J. (1994). A review of current practices for evaluating causal-models in organizational-behavior and human-resources management research. Journal of Management, 20, 439–464. doi:10.1016/0149-2063(94)90022-1.

    Article  Google Scholar 

  • Midgley, C., Feldlaufer, H., & Eccles, J. (1989). Student/teacher relations and attitudes toward mathematics before and after the transition to junior high school. Child Development, 60, 981–992. doi:10.2307/1131038PMID:2758891.

    Article  Google Scholar 

  • Moore, K., & Halle, T. (2001). Preventing problems vs. promoting the positive: what do we want for our children? Advances in Life Course Research, 6, 141–170. doi:10.1016/S1040-2608(01)80009-5.

    Article  Google Scholar 

  • Moore, K. A., & Theokas, C. (2008). Conceptualizing a monitoring system for indicators in middle childhood. Child Indicators Research, 1, 109–128. doi:10.1007/s12187-008-9011-9.

    Article  Google Scholar 

  • Newland, L. A., Lawler, M. J., Giger, J. T., Roh, S., & Carr, E. R. (2015). Predictors of children’s subjective well-being in rural communities of the United States. Child Indicators Research, 8, 177–198. doi:10.1007/s12187-014-9287-x.

    Article  Google Scholar 

  • Noam, G. G., & Goldstein, L. S. (1998). The resilience inventory. Unpublished Protocol.

  • Oberle, E., Schonert-Reichl, K. A., & Zumbo, B. (2011). Life satisfaction in early adolescence: personal, neighborhood, school, family, and peer influences. Journal of Youth and Adolescence, 40, 889–901. doi:10.1007/s10964-010- 9599-1.

    Article  Google Scholar 

  • Oberle, E., Schonert-Reichl, K. A., Guhn, M., Zumbo, B. D., & Hertzman, C. (2014). The role of supportive adults in promoting positive development in middle childhood: a population-based study. Canadian Journal of School Psychology, 29, 296–316. doi:10.1177/0829573514540116.

    Article  Google Scholar 

  • OECD. (2013). OECD guidelines on measuring subjective well-being. Paris: OECD Publishing. doi:10.1787/9789264191655-en.

  • Parker, J. G., & Asher, S. R. (1987). Peer relations and later personal adjustment: are low-accepted children at risk? Psychological Bulletin, 102, 357–389. doi:10.1037/0033-2909.102.3.357.

    Article  Google Scholar 

  • Pavot, W., & Diener, E. (1993). The satisfaction with life scale and the emerging construct of life satisfaction. Journal of Positive Psychology, 3, 137–152. doi:10.1080/17439760701756946.

    Article  Google Scholar 

  • Petito, F., & Cummins, R. A. (2000). Quality of life in adolescence: the role of perceived control, parenting style, and social support. Behaviour Change, 17, 196–207. doi:10.1375/bech.17.3.196.

    Article  Google Scholar 

  • Pollard, E., & Lee, P. (2003). Child well-being: a systematic review of the literature. Social Indicators Research, 61, 59–78. doi:10.1023/A:1021284215801.

    Article  Google Scholar 

  • Proctor, C. L., Linley, A. L., & Maltby, J. (2009). Youth life satisfaction: a review of the literature. Journal of Happiness Studies, 10, 583–630. doi:10.1007/s10902-008-9110-9.

    Article  Google Scholar 

  • Roeser, W. R., Midgley, C., & Urdan, T. C. (1996). Perceptions of the school psychological environment and early adolescents’ psychological and behavioral functioning in school: the mediating role of goals and belonging. Journal of Educational Psychology, 88, 408–422. doi:10.1037/0022-0663.88.3.408.

    Article  Google Scholar 

  • Schonert-Reichl, K. A. (1999). Moral reasoning during early adolescence: links with peer acceptance, friendship, and social behaviors. Journal of Early Adolescence, 19, 249–279. doi:10.1177/0272431699019002006.

    Article  Google Scholar 

  • Schonert-Reichl, K. A., Guhn, M., Gadermann, A. M., Hymel, S., Sweiss, L., & Hertzmann, C. (2013). Development and validation of the middle years development instrument (MDI): assessing children’s well-being and assets across multiple contexts. Social Indicators Research, 114, 345–369. doi:10.1007/s11205-012-0149-y.

    Article  Google Scholar 

  • Statistics Canada (1997). National longitudinal study of children and youth. Cycle 2 Survey Instruments 1996–97, Book 2—Education, 10–11 and 12–13 year olds. Retrieved on June 20, 2010, from http://www.statcan.gc.ca/imdb-bmdi/instrument/4450_Q3_V1-eng.pdf.

  • Steenkamp, J.-B. E. M., & Baumgartner, H. (1998). Assessing measurement invariance in cross-national consumer research. Journal of Consumer Research, 25, 78–90. doi:10.1086/209528.

    Article  Google Scholar 

  • Steinberg, L. (2005). Cognitive and affective development in adolescence. Trends in Cognitive Sciences, 9, 69–74. doi:10.1016/j.tics.2004.12.005.

    Article  Google Scholar 

  • Stiglitz, J. E., Sen, A., & Fitoussi, J. P. (2009). Report by the commission on the measurement of economic performance and social progress. Paris: OECD Publishing.

  • Theokas, C., Almerigi, J., Lerner, R. M., Dowling, E. M., Benson, P. L., & Scales, P. C. (2005). Conceptualizing and modeling individual and ecological asset components of thriving in early adolescence. Journal of Early Adolescence, 25, 113–143. doi:10.1177/0272431604272460.

    Article  Google Scholar 

  • Totura, C. M., Karver, M. S., & Gesten, E. L. (2014). Psychological distress and student engagement as mediators of the relationship between peer victimization and achievement in middle school youth. Journal of Youth and Adolescence, 43, 40–52. doi:10.1007/s10964-013-9918-4.

    Article  Google Scholar 

  • Tsang, K. L. V., Wong, P. Y. H., & Lo, S. K. (2012). Assessing psychosocial well-being of adolescents: a systematic review of measuring instrument. Child: Care, Health and Development, 38, 629–646. doi:10.1111/j.1365-2214.2011.01355.x.

    Google Scholar 

  • Valois, R. F., Zullig, K. J., Huebner, E. S., & Drane, J. W. (2009). Youth developmental assets and perceived life satisfaction. Is there a relationship? Applied Research on Quality of Life, 4, 315–331. doi:10.1007/s11482-009-9083-9.

    Article  Google Scholar 

  • Wentzel, K. R. (1991). Relations between social competence and academic achievement in early adolescence. Child Development, 62, 1066–1078. doi:10.2307/1131152.

    Article  Google Scholar 

  • Wentzel, K. R. (1994). Relations of social goal pursuit to social acceptance, classroom behavior, and perceived social support. Journal of Educational Psychology, 86, 173–182. doi:10.1037//00220663.86.2.

    Article  Google Scholar 

  • Wentzel, K. R., Barry, C. M., & Caldwell, K. A. (2004). Friendships in middle school: influences on motivation and school adjustment. Journal of Educational Psychology, 96, 195–203. doi:10.1037/0022-0663.96.2.195.

    Article  Google Scholar 

  • WestEd (2011). California Healthy Kids Survey. Retrieved from http://chks.wested.org/administer/download.

  • Yu Rueger, S., Chen, P., Jenkins, L. N., & Choe, H. J. (2014). Effects of perceived support from mothers, fathers, and teachers on depressive symptoms during the transition to middle school. Journal of Youth and Adolescence, 43, 655–670. doi:10.1007/s10964-013-0039-x.

    Article  Google Scholar 

  • Zarrett, N., Fay, K., Li, Y., Carrano, J., Phelps, E., & Lerner, R. (2009). More than child’s play: variable- and pattern-centered approaches for examining effects of sports participation on youth development. Developmental Psychology, 45, 368–382. doi:10.1037/a0014577.

    Article  Google Scholar 

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Acknowledgements

We would like to thank all the schools, principals, teachers and children involved in the project for their essential and precious collaboration. Our great gratitude goes, above all, to our Canadian colleagues, who shared the MDI project with us in a friendly and generous way.

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Castelli, L., Marcionetti, J., Crescentini, A. et al. Monitoring Preadolescents’ Well-being: Italian Validation of the Middle Years Development Instrument. Child Ind Res 11, 609–628 (2018). https://doi.org/10.1007/s12187-017-9459-6

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