Abstract
The aim of this paper is to explore multilevel risk factors that impact child mental well-being in social ecological theoretical framework. We set the following research questions: (1) How are individual characteristics, their immediate environmental settings, and larger social and cultural contexts (multilevel risk factors) related to children’s subjective mental well-being; and (2) How do the impacts of multilevel risk factors of children’s subjective mental well-being vary across countries? We apply the conceptual scheme of the Societal Index of Interpersonal Destructiveness (SIID) by Nahkur et al. (Social Indicators Research, 133(2), 431–454, 2017) - inspired by social ecological framework to operationalise the research problem. Primarily, data are drawn from International Survey of Children’s Well-being (the sample of 12 year old children in 14 countries from 2013/14), and (multilevel) regression analyses are used. We found that interpersonal destructiveness measures, such as low life satisfaction, prior experience with destructive interpersonal conflict and subjective economic insecurity as individual factors, and poor parenting, poor relationship climate, fragile community as immediate environmental factors affect children’s subjective mental well-being negatively, even after controlling for the larger social and cultural context factors. As a main finding these associations were universal across the observed countries, however, with subjective economic insecurity as a notable exception. The influence of societal factors on children’s mental well-being stayed unclear as we used adult-driven data that cannot represent children’s opinions. In sum, children’s assessments reflect their direct and indirect interactions with different levels of social ecological environmental settings that are merged in their opinions at the individual level.
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Notes
This study was funded by the Jacobs Foundation.
We switched from the adult to the child focus. For instance, we included poor parenting and economic insecurity assessed from the child’s perspective.
We agree with other authors (see, e.g., Ben-Arieh et al. 2014) in that life satisfaction can be considered an outcome of good psychological conditions. However, proceeding from general principles borrowed from cognitive-behavioural therapy (see, e.g., McLeod (2015)), we assume it to be a cognitive measure of life conditions and thus can be dealt as a prerequisite of interpersonal destructiveness.
Prior experience with destructive interpersonal conflict is considered as individual level factor determining child subjective mental well-being as the experience is based on the perception of one party, meaning that other party may not interpret the same situation as (destructive) conflict. For example, a situation can be regarded as destructive interpersonal conflict if one party is purposely avoiding contact.
In Malta, data collection started in late 2014 and was completed by February 2015.
Due to the study aim, we reversed the direction of the scale. The reversed version of RCAS-6 is used throughout the paper, although terms ‘reversed RCAS-6’ and ‘RCAS-6’ are both used.
Due to the study aim, we reversed the direction of the original scales, except in the case of V5, V6 and V12.
Gini, national average happiness and its standard deviation, based on adult data, are used due to the lack of geographically widespread and comparable society level data from children.
We rounded the value of total mean (1.7) to 2 following the example of Crous (2017). The rounded total mean score corresponds to 20:80 ratio as a cut-off point splitting the 0 to 10 reversed RCAS-6 scale. It is in line with Crous (2017) that 12-years-old children may consider 8 as the midpoint on the 0 to 10 scale. On our reversed RCAS-6 scale, 8 corresponds to the value 2.
We also decided to use 30:70 ratio as a cut-off point following the preliminary result of Crous (2017) that 12-years-old children may consider 7 as the midpoint on the 0 to 10 scale. On our reversed RCAS-6 scale, 7 corresponds to the value 3.
It is the same measure used for objective societal economic insecurity variable. In Norway, Malta, Germany and Poland the Gini value is under 31, and they are considered as “low income inequality” societies. In South Korea, Romania, Estonia, Ethiopia, Spain, and Nepal the Gini value is between 31 to 35, considering them as “moderate income inequality” societies. In “high income inequality” societies, namely in Algeria, Turkey, Colombia and South Africa, the Gini value is 36 to 59, respectively. In the regression analysis only subjective individual economic insecurity as independent variable is used.
References
Andrews, G., Corry, J., Slade, T., Issakidis, C., & Swanston, H. (2004). Child sexual abuse. In M. Ezzati, A. D. Lopez, A. Rodgers, & C. J. L. Murray (Eds.), Comparative quantification of health risks. Global and regional burden of disease attributable to selected major risk factors (Vol. 2, pp. 1851-1940). Geneva: World Health Organization.
Auerbach, J. (2012). A life course perspective to child well-being. In P. Banati & G. Alexander (Eds.), The structural determinants of child well-being: An expert consultation hosted by the UNICEF Office of research 22–23 June 2012 (pp. 19–22). Florence: UNICEF.
Ben-Arieh, A., Casas, F., Frønes, I., & Korbin, J. E. (2014). Multifaceted concept of child well-being. In A. Ben-Arieh, F. Casas, I. Frønes, & J. E. Korbin (Eds.), Handbook of child well-being (pp. 1–27). Dordrecht: Springer.
Berk, L. E. (2000). Child development (5th ed.). Boston: Allyn and Bacon.
Boyden, J., & Mann, G. (2005). Children’s risk, resilience, and coping in extreme situations. In M. Ungar (Ed.), Handbook for working with children and youth: Pathways to resilience across cultures and contexts (pp. 3–25). Thousand Oaks: Sage.
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.
Bronfenbrenner, U. (1979). The ecology of human development: Experiments by nature and design. Cambridge: Harvard University Press.
Bronfenbrenner, U., & Morris, P. A. (2006). The bioecological model of human development. In W. Damon & R. M. Lerner (Eds.), Handbook of child psychology, vol. 1: theoretical models of human development (6th ed., pp. 793–828). New York: John Wiley.
Butchart, A., Phinney, A., Check, P., & Villaveces, A. (2004). Preventing violence: A guide to implementing the recommendations of the world report on violence and health. Geneva: World Health Organization.
Cahn, D. D., & Abigail, R. A. (2007). Managing conflict through communication. U.S: Pearson education, Inc.
Cho, E. Y.-N. (2017). Links between poverty and children’s subjective wellbeing: Examining the mediating and moderating role of relationships. Child Indicators Research. https://doi.org/10.1007/s12187-017-9453-z.
Crous, G. (2017). Child psychological well-being and its associations with material deprivation and type of home. Children and Youth Services Review, 80, 88–95.
Darling, N. (2007). Ecological systems theory: The person in the center of the circles. Research in Human Development, 4(3–4), 203–217.
Fergusson, D. M., McLeod, G. F. H., & Horwood, L. J. (2013). Childhood sexual abuse and adult developmental outcomes: Findings from a 30-year longitudinal study in New Zealand. Child Abuse & Neglect, 37(9), 664–674.
Gilman, R., & Huebner, E. S. (2006). Characteristics of adolescents who report very high life satisfaction. Journal of Youth and Adolescence, 35(3), 293–301.
Golden, S. D., & Earp, J. A. L. (2012). Social ecological approaches to individuals and their contexts: Twenty years of Health Education & Behavior health promotion interventions. Health Education & Behavior, 39(3), 364–372.
Hawker, D. S., & Boulton, M. J. (2000). Twenty years' research on peer victimization and psychosocial maladjustment: A meta-analytic review of cross-sectional studies. Journal of Child Psychology and Psychiatry, 41(4), 441–455.
Helliwell, J. F., Huang, H., & Wang, S. (2015). The geography of world happiness. In J. Helliwell, R. Layard, & J. Sachs (Eds.), World happiness report 2015 (pp. 12–41). New York: Sustainable Development Solutions Network.
Helliwell, J. F., Huang, H., & Wang, S. (2016). The distribution of world happiness. In J. Helliwell, R. Layard, & J. Sachs (Eds.), World happiness report 2016 (pp. 8–48). New York: Sustainable Development Solutions Network.
Hillberg, T., Hamilton-Giachritsis, C., & Dixon, L. (2011). Review of meta-analyses on the association between child sexual abuse and adult mental health difficulties: A systematic approach. Trauma, Violence, & Abuse, 12(1), 38–49.
Kagitcibasi, C. (2014). Family and child well-being. In A. Ben-Arieh, F. Casas, I. Frønes, & J. E. Korbin (Eds.), Handbook of child well-being (pp. 1229–1249). Dordrecht: Springer.
Kieling, C., Baker-Henningham, H., Belfer, M., Conti, G., Ertem, I., Omigbodun, O., et al. (2011). Child and adolescent mental health worldwide: Evidence for action. The Lancet, 378(9801), 1515–1525.
Kim, W., Kim, T. H., Lee, T.-H., Ju, Y. J., & Park, E.-C. (2016). The effect of childhood and current economic status on depressive symptoms in South Korean individuals: A longitudinal study. International Journal for Equity in Health. https://doi.org/10.1186/s12939-016-0402-0.
Klocke, A., Clair, A., & Bradshaw, J. (2014). International variation in child subjective well-being. Child Indicators Research, 7(1), 1–20.
Krug, E. G., Dahlberg, L. L., Mercy, J., Zwi, A. B., & Lozano, R. (2002). World report on violence and health. Geneva: World Health Organization.
Kutsar, D. (2015). From poverty to wellbeing: Children as subjects of sociological research and emerging agents on the policy arena in Estonia. The Central European Journal of Social Sciences and Humanities, 64(1), 27–42.
Lakhan, R., & Ekúndayò, O. T. (2013). Application of the ecological framework in depression: An approach whose time has come. Andhra Pradesh Journal of Psychological Medicine, 14, 103–109.
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.
Lemstra, M., Neudorf, C., D'arcy, C., Kunst, A., Warren, L. M., & Bennett, N. R. (2008). A systematic review of depressed mood and anxiety by SES in youth aged 10-15 years. Canadian Journal of Public Health/Revue Canadienne de Sante'e Publique, 99(2), 125–129.
McLeod, S. (2015). Cognitive behavioral therapy. Webpage. https://www.simplypsychology.org/cognitive-therapy.html. Accessed 25 Feb 2017.
Meltzer, H., Vostanis, P., Goodman, R., & Ford, T. (2007). Children's perceptions of neighbourhood trustworthiness and safety and their mental health. Journal of Child Psychology and Psychiatry, 48(12), 1208–1213.
Minkkinen, J. (2013). The structural model of child well-being. Child Indicators Research, 6(3), 547–558.
Moore, K. A., & Ramirez, A. (2016). Adverse childhood experience and adolescent well-being: Do protective factors matter? Child Indicators Research, 9(2), 299–316.
Nahkur, O., Kutsar, D., & Murakas, R. (2017). A two-dimensional two-layered Societal Index of Interpersonal Destructiveness: Internal consistency analysis. Social Indicators Research, 133(2), 431–454.
Norman, R. E., Byambaa, M., De, R., Butchart, A., Scott, J., & Vos, T. (2012). The long-term health consequences of child physical abuse, emotional abuse, and neglect: A systematic review and meta-analysis. PLoS Medicine, 9(11), e1001349.
Olson, J., & Goddard, H. W. (2010). An ecological risk/protective factor approach to understanding depressive symptoms in adolescents. Journal of Extension, 48(3), 3RIB6-3RIB6.
Paradise, A. W., & Kernis, M. H. (2002). Self-esteem and psychological well-being: Implications of fragile self-esteem. Journal of Social and Clinical Psychology, 21(4), 345–361.
Patel, V., Flisher, A. J., Hetrick, S., & McGorry, P. (2007). Mental health of young people: A global public-health challenge. The Lancet, 369(9569), 1302–1313.
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. York: Children’s Worlds Project (ISCWeB).
Ridge, T. (2002). Childhood poverty and social exclusion. Bristol: Policy Press.
Ridge T. (2009). Living with poverty: a review of the literature on children’s and families’ experiences of poverty. Research report no 594. Norwich: Department for Work and Pensions, HMSO.
Russell, J. A. (1980). A circumplex model of affect. Journal of Personality and Social Psychology, 39(6), 1161–1178.
Sallis, J. F., Owen N., & Fisher E. B. (2008). Ecological models of health behavior. In K. Glanz K, B. K. Rimer, K. Viswanath (Eds.), Health behavior and health education: Theory, research, and practice (pp. 465–486). San Francisco: Jossey-Bass.
Smokowski, P. R., Evans, C. B. R., Cotter, K. L., & Guo, S. (2014). Ecological correlates of depression and self-esteem in rural youth. Child Psychiatry & Human Development, 45(5), 500–518.
Solt, F. (2014). The standardized world income inequality database. Working paper. SWIID version 5.0, October 2014.
Stegmueller, D. (2013). How many countries for multilevel modeling? A comparison of frequentist and Bayesian approaches. American Journal of Political Science, 57(3), 748–761.
Suldo, S. M., & Huebner, E. S. (2004). Does life satisfaction moderate the effects of stressful life events on psychopathological behavior during adolescence? School Psychology Quarterly, 19(2), 93–105.
Suldo, S. M., & Huebner, E. S. (2006). Is extremely high life satisfaction during adolescence advantageous? Social Indicators Research, 78(2), 179–203.
Tol, W. A., Jordans, M. J., Kohrt, B. A., Betancourt, T. S., & Komproe, I. H. (2013). Promoting mental health and psychosocial well-being in children affected by political violence: Part I – Current evidence for an ecological resilience approach. In C. Fernando & M. Ferrari (Eds.), Handbook of resilience in children of war (pp. 11–27). New York: Springer.
Valois, R. F., Zullig, K. J., Huebner, E. S., & Drane, J. W. (2004). Life satisfaction and suicide among high school adolescents. In A. Dannerbeck, F. Casas, M. Sadurni, & G. Coenders (Eds.), Quality-of-life research on children and adolescents (pp. 81–105). Dordrecht: Springer.
Acknowledgments
Special thanks to Rein Murakas and Rein Taagepera who critically reviewed the manuscript and made useful comments. Article was written by Oliver Nahkur with the financial support from NORFACE Welfare State Futures Programme (Project HEALTHDOX 462-13-011) and the University of Tartu ASTRA Project PER ASPERA (European Regional Development Fund) and by Dagmar Kutsar with the financial support from Estonian Research Council personal research grant PUT 1530.
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Nahkur, O., Kutsar, D. Social Ecological Measures of Interpersonal Destructiveness Impacting Child Subjective Mental Well-Being: Perceptions of 12-Year-Old Children in 14 Countries. Child Ind Res 12, 353–378 (2019). https://doi.org/10.1007/s12187-018-9542-7
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DOI: https://doi.org/10.1007/s12187-018-9542-7