Skip to main content
Log in

Profiles of Financial Stress Over Time Using Subgroup Analysis

  • Original Paper
  • Published:
Journal of Family and Economic Issues Aims and scope Submit manuscript

Abstract

This study modeled latent classes of perceived financial stress over a 6-year period in samples of African-American (N = 323) and White (N = 345) mothers. Results of latent class growth analyses (LCGA) indicated there was variability in financial stress trajectories. Four common classes were identified in both samples; however, larger proportions of African-American mothers reported moderate to very high levels of financial stress over time compared to White mothers. Conditional LCGA models indicated that income was negatively related to financial stress in both samples consistently over time. Mothers’ reports of social support and depressive symptoms were also used to predict membership in the latent classes of financial stress, controlling for income, with little demonstrated effect.

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
Fig. 2

Similar content being viewed by others

References

  • Banks, K. H., Kohn-Wood, L. P., & Spencer, M. (2006). An examination of the African American experience of everyday discrimination and symptoms of psychological distress. Community Mental Health Journal, 42, 555–570. doi:10.1007/s10597-006-9052-9.

    Article  Google Scholar 

  • Berger, P. S., Powell, J., & Cook, Skinner. (1988). The relation of economic factors to perceived stress in mobile families. Journal of Family and Economic Issues, 9, 297–313. doi:10.1007/BF00986748.

    Article  Google Scholar 

  • Bergman, L. R., & Magnusson, D. (1997). A person-oriented approach in research on developmental psychopathology. Development and Psychopathology, 9, 291–319. doi:10.1017/S095457949700206X.

    Article  Google Scholar 

  • Bierman, K.L., & the Conduct Problems Prevention Research Group. (1997). Implementing a comprehensive program for the prevention of conduct problems in rural communities: The FAST Track Experience. American Journal of Community Psychology, 25, 493–514. doi:10.1023/A:1024659622528.

    Article  Google Scholar 

  • Cervantes, J. M., & Parham, T. A. (2005). Toward a meaningful spirituality for people of color: Lessons for the counseling practitioner. Cultural Diversity and Ethnic Minority Psychology, 11, 69–81. doi:10.1037/1099-9809.11.1.69.

    Article  Google Scholar 

  • Conduct Problems Prevention Research Group. (1992). A developmental and clinical model for the prevention of conduct disorders: The Fast Track Program. Development and Psychopathology, 4, 509–527. doi:10.1017/S0954579400004855.

    Article  Google Scholar 

  • Conduct Problems Prevention Research Group (CPPRG). (1990). Family information form. Retrieved October 31, 2012 from http://fasttrackproject.org/techrept/f/fif.

  • Conger, R. D., & Conger, K. J. (2002). Resilience in Midwestern families: Selected findings from the first decade of a prospective, longitudinal study. Journal of Marriage and Family, 64, 361–373. doi:10.1111/j.1741-3737.2002.00361.x.

    Article  Google Scholar 

  • Conger, R. D., Conger, K. J., Elder, G. H. J., Lorenz, F. O., Simons, R. L., & Whitbeck, L. B. (1992). A family process model of economic hardship and adjustment of early adolescent boys. Child Development, 63, 526–541. doi:10.2307/1131344.

    Article  Google Scholar 

  • Conger, R. D., Conger, K. J., Elder, G. H. J., Lorenz, F. O., Simons, R. L., & Whitbeck, L. B. (1993). Family economic stress and adjustment of early adolescent girls. Developmental Psychology, 29, 206–219. doi:10.1037/0012-1649.29.2.206.

    Article  Google Scholar 

  • Conger, R. D., Rueter, M. A., & Elder, G. H. J. (1999). Couple resilience to economic pressure. Journal of Personality and Social Psychology, 76, 54–71. doi:10.1037/0022-3514.76.1.54.

    Article  Google Scholar 

  • Conger, R. D., Wallace, L. E., Sun, Y., Simons, R. L., McLoyd, V., & Brody, G. H. (2002). Economic pressure in African-American families: A replication and extension of the family stress model. Developmental Psychology, 38, 179–193. doi:10.1037/0012-1649.38.2.179.

    Article  Google Scholar 

  • Crnic, K. A. (1983). Inventory of Parent Experiences. University Park, PA: Penn State University, Department of Psychology.

    Google Scholar 

  • Danes, S. M., & Rettig, K. D. (1993). The role of perception in the intention to change the family financial situation. Journal of Family and Economic Issues, 14, 365–389. doi:10.1007/BF01013985.

    Article  Google Scholar 

  • Dearing, E., Taylor, B. A., & McCartney, K. (2006). Within-child associations between family income and externalizing and internalizing problems. Developmental Psychology, 42, 237–252. doi:10.1037/0012-1649.42.2.237.

    Article  Google Scholar 

  • Dekker, M. C., Ferdinand, R. F., Van Lang, N. D. J., Bongers, I. L., Van Der Ende, J., & Verhulst, F. C. (2007). Developmental trajectories of depressive symptoms from early childhood to late adolescence: Gender differences and adult outcome. Journal of Child Psychology and Psychiatry, 48, 657–666. doi:10.1111/j.1469-7610.2007.01742.x.

    Google Scholar 

  • Dennis, J. M., Parke, R. D., Coltrane, S., Blacher, J., & Borthwick-Duffy, S. A. (2003). Economic pressure, maternal depression, and child adjustment in Latino families: An exploratory study. Journal of Family and Economic Issues, 24, 183–202. doi:10.1023/A:1023706424725.

    Article  Google Scholar 

  • Dunn, L. B., Cooper, B. A., Neuhaus, J., West, C., Paul, S., Aouizerat, B., et al. (2011). Identification of distinct depressive symptom trajectories in women following surgery for breast cancer. Health Psychology, 30, 683–692. doi:10.1037/a0024366.

    Article  Google Scholar 

  • Elder, G. H. (1974). Children of the great depression. Chicago: University of Chicago Press.

    Google Scholar 

  • Feng, X., Shaw, D. S., & Silk, J. S. (2008). Developmental trajectories of anxiety symptoms among boys across early and middle childhood. Journal of Abnormal Psychology, 117, 32–47. doi:10.1037/0021-843X.117.1.32.

    Article  Google Scholar 

  • Fergusson, D. M., & Horwood, L. J. (2002). Male and female offending trajectories. Development and Psychopathology, 14, 159–177.

    Article  Google Scholar 

  • Gershoff, E. T., Aber, J. L., Rayer, C. C., & Lennon, M. C. (2007). Income is not enough: Incorporating material hardship into models of income associations with parenting and child development. Child Development, 78, 70–95. doi:10.1111/j.1467-8624.2007.00986.x.

    Article  Google Scholar 

  • Gudmunson, C. G., & Danes, S. M. (2011). Family financial socialization: Theory and critical review. Journal of Family and Economic Issues, 32, 644–667. doi:10.1007/s10834-011-9275-y.

    Article  Google Scholar 

  • Gutman, L. M., McLoyd, V. C., & Tokoyawa, T. (2005). Financial strain, neighborhood stress, parenting behaviors, and adolescent adjustment in urban African-American families. Journal of Research on Adolescence, 15, 425–449. doi:10.1111/j.1532-7795.2005.00106.x.

    Article  Google Scholar 

  • Henly, J. R., Danziger, S. K., & Offer, S. (2005). The contribution of social support to the material well-being of low-income families. Journal of Marriage and Family, 67, 122–140. doi:10.1111/j.0022-2445.2005.00010.x.

    Article  Google Scholar 

  • Hix-Small, H., Duncan, T. E., Duncan, S. C., & Okut, H. (2004). A multivariate associative finite growth mixture modeling approach examining adolescent alcohol and marijuana use. Journal of Psychopathology and Behavioral Associations, 26, 255–270. doi:10.1023/B:JOBA.0000045341.56296.fa.

    Article  Google Scholar 

  • Hobfoll, S. E., Johnson, R. J., Ennis, N., & Jackson, A. P. (2003). Resource loss, resource gain, and emotional outcomes among inner city women. Journal of Personality and Social Psychology, 84, 632–643. doi:10.1037/0022-3514.84.3.632.

    Article  Google Scholar 

  • Iwamoto, D. K., Corbin, W., & Fromme, K. (2010). Trajectory classes of heavy episodic drinking among Asian American college students. Addiction, 11, 1912–1920. doi:10.1111/j.1360-0443.2010.03019.x.

    Article  Google Scholar 

  • Jones, B. L., Nagin, D., & Roeder, K. (2001). A SAS procedure based on mixture models for estimating developmental trajectories. Sociological Methods and Research, 29, 374–393. doi:10.1177/0049124101029003005.

    Article  Google Scholar 

  • Jung, T., & Wickrama, K. A. A. (2008). An introduction to latent class growth analysis and growth mixture modeling. Social and Personality Psychology, 2, 302–317. doi:10.1111/j.1751-9004.2007.00054.x.

    Article  Google Scholar 

  • Laursen, B., & Hoff, E. (2006). Person-centered and variable-centered approaches to longitudinal data. Merrill-Palmer Quarterly, 52, 377–389. doi:10.1353/mpq.2006.0029.

    Article  Google Scholar 

  • Liu, H., & Powers, D. A. (2007). Growth curve models for zero-inflated count data: An application to smoking behavior. Structural Equation Modeling, 14, 247–279. doi:10.1080/10705510709336746.

    Article  Google Scholar 

  • Macmillan, R., McMorris, B. J., & Kruttschnitt, C. (2004). Linked lives: Stability and change in maternal circumstances and trajectories of antisocial behavior in children. Child Development, 75, 205–220. doi:10.1111/j.1467-8624.2004.00664.x.

    Article  Google Scholar 

  • McLeod, J. D., & Kessler, R. C. (1990). Socioeconomic status differences in vulnerability to undesirable life events. Journal of Health and Social Behavior, 31, 162–172. doi:10.2307/2137170.

    Article  Google Scholar 

  • McLoyd, V. C. (1989). Socialization and development in a changing economy—The effects of paternal job and income loss on children. American Psychologist, 44, 293–302. doi:10.1037/0003-066X.44.2.293.

    Article  Google Scholar 

  • McLoyd, V. C. (1990). The impact of economic hardship on Black families and children: Psychological distress, parenting, and socioemotional development. Child Development, 61, 311–346. doi:10.2307/1131096.

    Article  Google Scholar 

  • McLoyd, V. C. (1998). Socioeconomic disadvantage and child development. American Psychologist, 53, 185–204. doi:10.1037/0003-066X.53.2.185.

    Article  Google Scholar 

  • McLoyd, V. C., Aikens, N. L., & Burton, L. M. (2006). Childhood poverty, policy, and practice. In K. A. Renninger & I. E. Sigel (Vol. Eds.). Child psychology and practice. Volume 4 of Handbook of child psychology (6th ed.), (pp. 700–775). Editors-in-chief: W. Damon & R. M. Lerner. Hoboken, NJ: Wiley.

  • Meyer, K., & Lobao, L. (2003). Economic hardship, religion and mental health during the Midwestern farm crisis. Journal of Rural Studies, 19, 139–157. doi:10.1016/S0743-0167(02)00069-4.

    Article  Google Scholar 

  • Muthen, B. (2003). Statistical and substantive checking in growth mixture modeling: Comment on Bauer and Curran (2003). Psychological Methods, 8, 369–377. doi:10.1037/1082-989X.8.3.369.

    Article  Google Scholar 

  • Muthen, B., & Muthen, L. K. (2000). Integrating person-centered and variable-centered analyses: Growth mixture modeling with latent trajectories classes. Alcoholism: Clinical and Experimental Research, 24, 882–891. doi:10.1111/j.1530-0277.2000.tb02070.x.

  • Nagin, D. (1999). Analyzing developmental trajectories: A semiparametric, group-based approach. Psychological Methods, 4, 139–157. doi:10.1037/1082-989X.4.2.139.

    Article  Google Scholar 

  • Nagin, D. (2005). Group-based modeling of development. Cambridge, MA: Harvard University Press.

    Google Scholar 

  • Painter, M. A., & Shafer, K. (2011). Children, race/ethnicity, and marital wealth accumulation in black and hispanic households. Journal of Comparative Family Studies, 42(2), 145–169.

    Google Scholar 

  • Parke, R. D., Coltrane, S., Duffy, S., Buriel, R., Dennis, J., Powers, J., et al. (2004). Economic stress, parenting, and child adjustment in Mexican-American and European-American families. Child Development, 75, 1632–1656. doi:10.1111/j.1467-8624.2004.00807.x.

    Article  Google Scholar 

  • Prawitz, A. D., Kalkowski, J. C., & Cohart, J. (2012). Responses to economic pressure by low-income families: Financial distress and hopefulness. Journal of Family and Economic Issues. Published Online First: 22 February 2012. doi:10.1007/s10834-012-9288-1.

  • Radloff, L. S. (1977). The CES-D scale: A self-report depression scale for research in the general population. Applied Psychological Measurement, 1, 385–401. doi:10.1177/014662167700100306.

    Article  Google Scholar 

  • Rank, M. R., & Hirschl, T. A. (2002). Welfare use as a life course event: Toward a new understanding of the U.S. safety net. Social Work, 47, 237–248. doi:10.1093/sw/47.3.237.

    Article  Google Scholar 

  • Rettig, K. D., Leichtentritt, R. D., & Danes, S. M. (1999). The effects of resources, decision making, and decision implementing on perceived family well-being in adjusting to an economic stressor. Journal of Family and Economic Issues, 20, 5–34. doi:10.1023/A:1022163729635.

    Article  Google Scholar 

  • Schulz, A. J., Williams, D. R., Israel, B. A., Becker, A. B., James, S. A., & Jackson, J. (2000). Unfair treatment, neighborhood effects, and mental health in the Detroit metropolitan area. Journal of Health and Social Behavior, 41, 314–332. doi:10.2307/2676323.

    Article  Google Scholar 

  • Siefert, K., Finlayson, T. L., Williams, D. R., Delva, J., & Ismail, A. I. (2007). Modifiable risk and protective factors for depressive symptoms in low-income African-American mothers. American Journal of Orthopsychiatry, 77, 113–123. doi:10.1037/0002-9432.77.1.113.

    Article  Google Scholar 

  • Simons, R. L., Beaman, J., Conger, R. D., & Chao, W. (1993). Stress, support and antisocial behavior trait as determinants of emotional well-being and parenting practices among single mothers. Journal of Marriage and Family, 55, 385–398. doi:10.2307/352809.

    Article  Google Scholar 

  • Solantaus, T., Leinonen, J., & Punamaki, R. L. (2004). Children’s mental health in times of economic resources: Replication and extension of the family economic stress model in Finland. Developmental Psychology, 40, 412–429. doi:10.1037/0012-1649.40.3.412.

    Article  Google Scholar 

  • Stewart, Q. T. (2005). Reinvigorating relative deprivation: A new measure of classic concept. Social Science Research, 35, 779–802. doi:10.1016/j.ssresearch.2005.07.001.

    Article  Google Scholar 

  • Taylor, R. D., Seaton, E., & Dominguez, A. (2008). Kinship support, family relations, and psychological adjustment among low-income African-American mothers and adolescents. Journal of Research on Adolescence, 18, 1–22. doi:10.1111/j.1532-7795.2008.00548.x.

    Article  Google Scholar 

  • Thorne, D. (2010). Extreme financial strain: Emergent chores, gender inequality and emotional distress. Journal of Family and Economic Issues, 31, 185–197. doi:10.1007/s10834-010-9189-0.

    Article  Google Scholar 

  • Wagmiller, R. L, Jr, Lennon, M. C., Kuang, L., Alberti, P. M., & Aber, J. L. (2006). The dynamics of economic disadvantage and children’s life chances. American Sociological Review, 71, 847–866. doi:10.1177/000312240607100507.

    Article  Google Scholar 

  • Werthamer-Larsson, L., Kellam, S. G., & Wheeler, L. (1991). Effect of first grade classroom environment on shy behavior, aggressive behavior, and concentration problems. American Journal of Community Psychology, 19, 585–602. doi:10.1007/BF00937993.

    Article  Google Scholar 

  • White, L., & Rogers, S. J. (2000). Economic circumstances and family outcomes: A review of the 1990s. Journal of Marriage and Family, 62, 1035–1051. doi:10.1111/j.1741-3737.2000.01035.x.

    Article  Google Scholar 

Download references

Acknowledgments

The third author was supported by Award Number P50DA010075 from the National Institute on Drug Abuse.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Salem Wolk Valentino.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Valentino, S.W., Moore, J.E., Cleveland, M.J. et al. Profiles of Financial Stress Over Time Using Subgroup Analysis. J Fam Econ Iss 35, 51–64 (2014). https://doi.org/10.1007/s10834-012-9345-9

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10834-012-9345-9

Keywords

Navigation