Abstract
Family stress models illustrate how communities affect youth outcomes through effects on parents and studies consistently show the enduring effects of early community context. The present study takes a different approach identifying human agency during adolescence as a potentially significant promotive factor mediating the relationship between community, parenting, and mental health. While agency is an important part of resilience, its longitudinal effects are unknown, particularly based on gender and race/ethnicity. The purpose of this research was to model the long-term effects of community structural adversity and social resources as predictors of adolescent depressive symptom trajectories via indirect effects of parental happiness, parent–child relationships, and human agency. Latent growth analyses were conducted with 1,796 participants (53 % female; 56 % White) across four waves of the National Longitudinal Study of Adolescent Health spanning adolescence (Wave 1) through adulthood (Wave 4). The results identified agency as an important promotive factor during adolescence with long-term mental health benefits, but only for White and male participants. For these individuals, community social resources and the quality of the parent–child relationship were related to higher levels of agency and more positive mental health trajectories. Although community social resources similarly benefitted parenting and agency among females and non-White participants, there were no significant links between agency and depressive symptoms for these youth. The results suggest that agency remains an important, but poorly understood concept and additional work is necessary to continue unpacking its meaning for diverse groups of youth.
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Adler, N., & Rehkopf, D. (2008). U.S. disparities in health: Descriptions, causes, and mechanisms. Annual Review of Public Health, 29, 235–252. doi:10.1146/annurev.publhealth.29.020907.090852.
Arnett, J. (2004). Emerging adulthood: The winding road from the late teens through the twenties. New York, NY: Oxford University Press.
Bandura, A. (1982). Self-efficacy mechanism in human agency. American Psychologist, 37(2), 122–147. doi:10.1037/0003-066X.37.2.122.
Boo, K. (2003, November 1). After welfare. The New Yorker. http://newyorker.com/printable/?archive/030818fr_archive0.
Braveman, P., Cubbin, C., Egerter, S., Williams, D., & Pamuk, E. (2010). Socioeconomic disparities in health in the United States: What the patterns tell us. American Journal of Public Health, 100(S1), S186–S196. doi:10.2105/AJPH.2009.166082.
Bronfenbrenner, U. (1986). Ecology of the family as a context for human development: Research perspectives. Developmental Psychology, 22(6), 723–742. doi:10.1037//0012-1649.22.6.723.
Brooks-Gunn, J., Duncan, G., & Aber, L. (1997). Neighborhood poverty: Context and consequences for children (Vol. 1). New York, NY: Russell Sage Foundation.
Browne, M., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J. S. Long (Eds.), Testing structural equations models (pp. 136–162). Newbury Park, CA: Sage.
Cantor, N. (1990). From thought to behavior: “Having” and “doing” in the study of personality and cognition. American Psychologist, 45, 735–750.
Caughy, M., O’Campo, P., & Muntaner, C. (2003). When being alone might be better: Neighborhood poverty, social capital, and child mental health. Social Science and Medicine, 57(2), 227–237. doi:10.1016/S0277-9536(02)00342-8.
Cheng, C., Cheung, S., Chio, J., & Chan, M. (2013). Cultural meaning of perceived control: A meta-analysis of locus of control and psychological symptoms across 18 cultural regions. Psychological Bulletin, 139(1), 152–188. doi:10.1037/a0028596.
Cheung, G., & Rensvold, R. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 9(2), 233–255. doi:10.1207/S15328007SEM0902_5.
Cicchetti, D. (2010). Resilience under conditions of extreme stress: A multilevel perspective. World Psychiatry, 9(3), 145–154. doi:10.1002/cd.242.
Collins, D., & Kearns, R. (2001). Under curfew and under siege? Legal geographies of young people. Geoforum, 32(3), 389–403. doi:10.1016/S0016-7185(00)00033.
Conger, R., Conger, K., Elder, G., Lorenz, F., Simons, R., & Whitbeck, L. (1992). A family process model of economic hardship and adjustment of early adolescent boys. Child Development, 63, 526–541. doi:10.2307/1131344.
Conger, R., Conger, K., & Martin, M. (2010). Socioeconomic status, family processes, and individual development. Journal of Marriage and Family, 72(3), 685–704. doi:10.1111/j.1741-3737.2010.00725.x.
Danish, S. (1997). Going for the goal: A life skills program for adolescents. In G. Albee & T. Gullotta (Eds.), Issues in children’s and families lives: Primary prevention works (pp. 291–312). Thousand Oaks, CA: Sage.
Diez Roux, A. (2001). Investigating neighborhood and area effects on health. American Journal of Public Health, 91(11), 1783–1789. doi:10.2105/AJPH.91.11.1783.
Duncan, G., Ziol-Guest, K., & Kalil, A. (2010). Early-childhood poverty and adult attainment, behavior, and health. Child Development, 81(1), 306–325. doi:10.1111/j.1467-8624.2009.01396.x.
Edin, K., & Kissane, R. (2010). Poverty and the American family: A decade in review. Journal of Marriage and Family, 72(3), 460–479. doi:10.1111/j.1741-3737.2010.00713.x.
Elder, G. (1994). Time, human agency, and social change: Perspectives on the life course. Social Psychology Quarterly, 57(1), 4–15.
Elder, G. (1998). The life course as developmental theory. Child Development, 69(1), 1–12.
Elder, G., & Hitlin, S. (2007). Agency: An empirical model of an abstract concept. Advances in Life Course Research, 11, 33–67.
Frost, L., & Hoggett, P. (2008). Human agency and social suffering. Critical Social Policy, 28(4), 438–460. doi:10.1177/0261018308095279.
Ge, X., Lorenz, F., Conger, R., Elder, G., & Simons, R. (1994). Trajectories of stressful life events and depressive symptoms during adolescence. Developmental Psychology, 30(4), 467–483. doi:10.1037/0012-1649.30.4.467.
Gordon-Larsen, P., Nelson, M., Page, P., & Popkin, B. (2006). Inequality in the built environment underlies key health disparities in physical activity and obesity. Pediatrics, 117(2), 417–424.
Greene, R. (2002). Resiliency: An integrated approach to practice, policy, and research. Washington, DC: NASW Press.
Grimm, K., Ram, N., & Hamagami, F. (2011). Nonlinear growth curves in developmental research. Child Development, 82(5), 1357–1371. doi:10.1111/j.1467-8624.2011.01630.x.
Halpern, D., & Nazroo, J. (2000). The ethnic density effect: Results from a national community survey of England and Wales. The International Journal of Social Psychiatry, 46(1), 34e46.
Hu, L., & Bentler, P. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1–55. doi:10.1080/10705519909540118.
Jordon, J. (2013). Relational resilience in girls. In S. Goldstein & R. B. Brooks (Eds.), Handbook of resilience in children. New York, NY: Springer. doi:10.1007/9781-4614-3661-4-5.
Kline, R. (2011). Principles and practice of structural equation modeling (3rd ed.). New York, NY: The Guilford Press.
Larson, R., & Angus, R. (2011). Adolescents’ development of skills for agency in youth programs: Learning to think strategically. Child Development, 82(1), 277–294. doi:10.1111/j.1467-8624.2010.01555.x.
Leeder, S. (2007). The scope, mission and method of contemporary public health. Australian and New Zealand Journal of Public Health, 31(6), 505–508. doi:10.1111/j.1753-6405.2007.00132.x.
Leventhal, T., & Brooks-Gunn, J. (2000). The neighborhoods they live in: The effects of neighborhood residence on child and adolescent outcomes. Psychological Bulletin, 126(2), 309–337. doi:10.1037//0033-2909.126.2.309.
Little, T. D., Snyder, C. R., & Wehmeyer, M. (2006). The agentic self: On the nature and origins of personal agency across the life span. In D. K. Mroczek & T. D. Little (Eds.), Handbook of personality development (pp. 61–79). Mahwah, NJ: Erlbaum.
Luthar, S., Cicchetti, D., & Becker, B. (2000). The construct of resilience: A critical evaluation and guidelines for future work. Child Development, 71(3), 543–562.
MacKinnon, D., Lockwood, C., & Williams, J. (2004). Confident limits for the indirect effect: Distribution of the product and resampling methods. Multivariate Behavioral Research, 39(1), 99–128. doi:10.1207/s15327906mbr3901_4.
Mair, C., Diez Roux, A., & Galea, S. (2008). Are neighbourhood characteristics associated with depressive symptoms? A review of evidence. Journal of Epidemiology and Community Health, 62, 940–946.
Marsh, H., Hau, K., & Wen, Z. (2004). In search of golden rules: Comment on hypothesis-testing approaches to setting cutoff values for fit indexes and dangers in overgeneralizing Hu and Bentler’s (1999) findings. Structural Equation Modeling, 11(3), 320–341. doi:10.1207/s15328007sem1103_2.
Masten, A. (2011). Resilience in children threatened by extreme adversity: Frameworks for research, practice, and translational synergy. Development and Psychopathology, 23, 493–506. doi:10.1017/S0954579411000198.
Masten, A., Best, K., & Garmezy, N. (1990). Resilience and development: Contributions from the study of children who overcome adversity. Development and Psychopathology, 2(4), 425–444. doi:10.1017/S0954579400005812.
Masten, A., Cutuli, J., Herbers, J., & Reed, M. (2009). Resilience in development. In C. Snyder & S. Lopez (Eds.), Handbook of positive psychology (2nd ed., pp. 117–131). New York, NY: Oxford University Press.
Masten, A., & Powell, J. (2003). A resilience framework for research, policy, and practice. In S. Luthar (Ed.), Resilience and vulnerability: Adaptation in the context of childhood adversities (pp. 1–25). New York, NY: Cambridge University Press.
McLeod, J., & Shanahan, M. (1996). Trajectories of poverty and children’s mental health. Journal of Health and Social Behavior, 37(3), 207–220. doi:10.2307/2137292.
Merten, M., Williams, A., & Shriver, L. (2009). Breakfast consumption in adolescence and young adulthood: Parental presence, community context, and obesity. Journal of the American Dietetic Association, 109(8), 1384–1391. doi:10.1016/j.jada.2009.05.008.
Moen, P. (1997). Women’s roles and resilience: Trajectories of advantage or turning points? In L. Gotlib & B. Wheaton (Eds.), Stress and adversity over the life course: Trajectories and turning points (pp. 133–137). New York, NY: Cambridge University Press.
Muthén, L. K., & Muthén, B. O. (1998–2011). Mplus User’s Guide (6th ed.). Los Angeles, CA: Muthén & Muthén.
Olsson, C., Bond, L., Burns, J., Vella-Brodrick, D., & Sawyer, S. (2003). Adolescent resilience: A concept analysis. Journal of Adolescence, 26, 1–11. doi:10.1016/S0140-1971(02)00118-5.
Paradis, A., Giaconia, G., Reinherz, H., Beardslee, W., Ward, K., & Fitzmaurice, G. (2011). Adolescent family factors promoting healthy adult functioning: A longitudinal community study. Child and Adolescent Mental Health, 16(1), 30–37. doi:10.1111/j.1475-3588.2010.00577.x.
Radloff, L. (1977). The CES-D scale: A self-report depressive symptoms scale for research in the general population. Applied Psychological Measurement, 1, 385–401.
Radloff, L. (1991). The use of the Center for Epidemiologic Studies Depression Scale in adolescents and young adults. Journal of Youth and Adolescence, 20(2), 149–166.
Raudino, A., Fergusson, D., & Horwood, J. (2013). The quality of parent/child relationships in adolescence is associated with poor adult psychosocial adjustment. Journal of Adolescence, 36(2), 331–340. doi:10.1016/j.adolescence.2012.12.002.
Reingle, J. M., Jennings, W. G., & Maldonado-Molina, M. (2011). The mediated effect of contextual risk factors on trajectories of violence: Results from a nationally representative, longitudinal sample of Hispanic adolescents. American Journal of Criminal Justice, 36, 327–343. doi:10.1007/s12103-011-9138-y.
Repetti, R., Taylor, S., & Seeman, T. (2002). Risky families: Family social environments and the mental and physical health of offspring. Psychological Bulletin, 128(2), 330–366. doi:10.1037//0033-2909.128.2.230.
Rosenfield, S., & Mouzen, D. (2013). Gender and mental health. In C. S. Aneshensel, et al. (Eds.), Handbook of the sociology of mental health (2nd ed., pp. 277–296). New York, NY: Springer.
Rushton, J. L., Forcier, M., & Schectman, R. M. (2002). Epidemiology of depressive symptoms in the Adolescent Health Longitudinal Study of Adolescent Health. Journal of the American Academy of Child and Adolescent Psychiatry, 41(2), 199–205.
Ryff, C., Singer, B., Love, G., & Essex, M. (1998). Resilience in adulthood and later life: Defining features and dynamic processes. In J. Lomranz (Ed.), Handbook of aging and mental health: An integrative approach (pp. 69–96). New York, NY: Plenum Press.
Sampson, R. J., Raudenbush, S. W., & Earls, F. (1997). Neighborhoods and violent crime: A multilevel study of collective efficacy. Science, 277, 918–924.
Schilling, T. (2008). An examination of resilience processes in context: The case of Tasha. The Urban Review, 40(3), 296–316. doi:10.1007/s11256-007-0080-8.
Schwartz, S., Côté, J., & Arnett, J. (2005). Identity and agency in emerging adulthood: Two developmental routes in the individualization process. Youth & Society, 37(2), 201–229.
Seccombe, K. (2002). “Beating the odds” versus “changing the odds”: Poverty, resilience, and family policy. Journal of Marriage and Family, 64, 384–394. doi:10.1111/j.1741-3737.2002.00384.x.
Shaw, C., & McKay, H. (2002). Delinquency rates and community characteristics. In S. Cote (Ed.), Criminological theories: Bridging the past to the future. Thousand Oaks, CA: Sage.
Thomas, M. (2005). Girls, consumption space and the contradictions of hanging out in the city. Social and Cultural Geography, 6(4), 587–605.
Ungar, M. (2008). Resilience across cultures. British Journal of Social Work, 38, 218–235. doi:10.1093/bjsw/bcl343.
Ungar, M. (2011). Community resilience for youth and families: Facilitative physical and social capital in contexts of adversity. Children and Youth Services Review, 33(9), 1742–1748. doi:10.1016/j.childyouth.2011.04.027.
Van Petegem, S., Vansteenkiste, M., & Beyers, W. (2013). The jingle-jangle fallacy in adolescent autonomy in the family: In search of an underlying structure. Journal of Youth and Adolescence, 42, 994–1014. doi:10.1007/s10964-012-9847-7.
Viner, R., Ozer, E., Denny, S., Marmot, M., Resnick, M., Fatusi, A., et al. (2012). Adolescence and the social determinants of health. Lancet, 379, 1641–1652. doi:10.1016/S0140-6736(12)60149-4.
Werner, E., & Johnson, J. (1999). Can we apply resilience? In M. Glantz & J. Johnson (Eds.), Resilience and development: Positive life adaptations. New York, NY: Kluwer Academic/Plenum Publishers.
Wheaton, B., & Clarke, P. (2003). Space meets time: Integrating temporal and contextual influences on mental health in early adulthood. American Sociological Review, 68(5), 680–706. doi:10.2307/1519758.
Wickrama, K. A. S., & Bryant, C. (2003). Community context of social resources and adolescent mental health. Journal of Marriage and Family, 65, 850–866. doi:10.1111/j.1741-3737.2003.00850.x.
Wickrama, K. A. S., Conger, R., Lorenz, F., & Jung, T. (2008). Family antecedents and consequences of trajectories of depressive symptoms from adolescence to young adulthood: A life course investigation. Journal of Health and Social Behavior, 49, 468–483. doi:10.1177/002214650804900407.
Wickrama, K. A. S., Merten, M., & Elder, G. (2005). Community influence on precocious transitions to adulthood: Racial differences and mental health consequences. Journal of Community Psychology, 33(6), 639–653. doi:10.1002/jcop.20076.
Wickrama, K. A. S., & Noh, S. (2010). The long arm of the community: The influence of childhood community contexts across the early life course. Journal of Youth and Adolescence, 39, 894–910. doi:10.1007/s10964-009-9411-2.
Wickrama, K. A. S., Simons, L., & Baltimore, D. (2012). The influence of ethnicity and adverse life experiences during adolescence on young adult socioeconomic attainment: The moderating role of education. Journal of Youth and Adolescence, 41(11), 1472–1487.
Williams, A., & Merten, M. (in press). Characteristics of early community adversity and social resources and adolescent long-term mental health. Journal of Community Psychology.
Wong, C., Eccles, J., & Sameroff, A. (2003). The influence of ethnic discrimination and ethnic identification on African American adolescents’ school and socioemotional adjustment. Journal of Personality, 71(6), 1197–1232. doi:10.1111/1467-6494.7106012.
Acknowledgments
This research uses data from Add Health, a program project directed by Kathleen Mullan Harris and designed by J. Richard Udry, Peter S. Bearman, and Kathleen Mullan Harris at the University of North Carolina at Chapel Hill, and funded by grant P01-HD31921 from the Eunice Kennedy Shriver National Institute of Child Health and Human Development, with cooperative funding from 23 other federal agencies and foundations. Special acknowledgment is due Ronald R. Rindfuss and Barbara Entwisle for assistance in the original design. Information on how to obtain the Add Health data files is available on the Add Health website (http://www.cpc.unc.edu/addhealth). No direct support was received from grant P01-HD31921 for this analysis.
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The authors declare that they have no conflict of interest.
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AW conceived of the study, participated in its design and coordination, measurement construction, performed the statistical analyses, and drafted the manuscript; MM participated in the design and interpretation of the data, and helped draft the manuscript. Both authors read and approved the final manuscript.
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Williams, A.L., Merten, M.J. Linking Community, Parenting, and Depressive Symptom Trajectories: Testing Resilience Models of Adolescent Agency Based on Race/Ethnicity and Gender. J Youth Adolescence 43, 1563–1575 (2014). https://doi.org/10.1007/s10964-014-0141-8
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DOI: https://doi.org/10.1007/s10964-014-0141-8