Skip to main content
Log in

Family Processes and Child Psychopathology: A Between- and Within-Family/Child Analysis

  • Published:
Research on Child and Adolescent Psychopathology Aims and scope Submit manuscript

Abstract

A vast array of family processes is linked to child mental development, among which (1) low parental acceptance and (2) high family conflict are known as transdiagnostic risk factors for child internalizing and externalizing psychopathology. In contrast to most prior research adopting cross-sectional or lagged designs, the current study applied fine-grained multilevel modeling to elucidate the complex relationships among parental acceptance, family conflict, and child psychopathology, considering the nesting structure of children within families and longitudinal changes within children. We focused on preadolescents from the two-wave Adolescent Brain Cognitive Development Study (N = 4,953; aged 9–12) and accounted for parental psychopathology and sex differences. Our findings suggest that consistent between-family and between-child differences in parental acceptance play a transdiagnostic role for both child internalizing and externalizing psychopathology, whereas family conflict is only significantly associated with externalizing psychopathology. Additionally, short-term within-family and within-child improvements in parental acceptance and family conflict across one year were associated with decreased externalizing, but not internalizing, psychopathology. These findings support the potential importance and feasibility of targeting these family process factors for child externalizing problems outside of an intensive treatment setting. We further discussed how such findings serve as a foundation for future research on family processes and child internalizing problems. The varying results across different grouping levels highlight the importance of decomposing within- from between-family/child effects in future studies on family processes and child psychopathology.

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.

Similar content being viewed by others

Data Availability

The current study is based on a de-identified open dataset—the Adolescent Brain and Cognitive Development (ABCD) Study. The usage did not require IRB approval. See:https://nda.nih.gov/abcd.

Code Availability

The current analyses were conducted based on open-source R packages.

References

  • Achenbach, T. M. (1985). Assessment and taxonomy of child and adolescent psychopathology. Assessment and taxonomy of child and adolescent psychopathology. Thousand Oaks, CA, US: Sage Publications Inc.

    Google Scholar 

  • Achenbach, T. M., & Rescorla, L. A. (2001). Manual for the ASEBA school-age forms & profiles: An integrated system of multi-informant assessment. Burlington, VT: ASEBA.

    Google Scholar 

  • Achenbach, T. M., & Rescorla, L. A. (2003). Manual for the ASEBA adult forms & profiles: for ages 18–59: adult self-report and adult behavior checklist. Burlington, VT: ASEBA.

    Google Scholar 

  • Aldao, A., & Chaplin, T. (2013). Gender differences in emotion expression in children: A meta-analytic review. Psychological Bulletin, 139(4), 735–765.

    Article  PubMed  Google Scholar 

  • American Academy of Pediatrics. (2018). Evidence-based child and adolescent psychosocial interventions. Retrieved April 2, 2020, from https://www.aap.org/en-us/documents/crpsychosocialinterventions.pdf

  • Auchter, A. M., Hernandez Mejia, M., Heyser, C. J., Shilling, P. D., Jernigan, T. L., Brown, S. A., Dowling, G. J. (2018). A description of the ABCD organizational structure and communication framework. Developmental Cognitive Neuroscience, 32(November 2017), 8–15.

  • Avenevoli, S., Knight, E., Kessler, R. C., & Merikangas, K. R. (2008). Epidemiology of depression in children and adolescents. Handbook of depression in children and adolescents (pp. 6–32). New York, NY, US: The Guilford Press.

    Google Scholar 

  • Barch, D. M., Albaugh, M. D., Avenevoli, S., Chang, L., Clark, D. B., Glantz, M. D., Sher, K. J. (2018). Demographic, physical and mental health assessments in the adolescent brain and cognitive development study: Rationale and description. Developmental Cognitive Neuroscience, 32(October 2017), 55–66.

  • Bariola, E., Gullone, E., & Hughes, E. K. (2011). Child and adolescent emotion regulation: The role of parental emotion regulation and expression. Clinical Child and Family Psychology Review, 14(2), 198–212.

    Article  PubMed  Google Scholar 

  • Barkley, R. A. (2013). Defiant children: A clinician’s manual for assessment and parent training. Defiant children: A clinician’s manual for assessment and parent training, 3rd ed. (3rd ed.). New York, NY, US: Guilford Press.

  • Belsky, J., & Jaffee, S. R. (2006). The multiple determinants of parenting. In D. Cicchetti & D. J. Cohen (Eds.), Developmental psychopathology (Vol. 3) (2nd ed., pp. 38–85). Somerset, NJ: John Wiley & Sons, Inc.

  • Biglan, A., Gau, J. M., Jones, L. B., Hinds, E., Rusby, J. C., Cody, C., & Sprague, J. (2015). The role of experiential avoidance in the relationship between family conflict and depression among early adolescents. Journal of Contextual Behavioral Science, 4(1), 30–36.

    Article  Google Scholar 

  • Bronfenbrenner, U., & Morris, P. A. (2007). The bioecological model of human development. In W. Damon & R. M. Lerner (Eds.), Handbook of child psychology: Theoretical models of human development (6ed ed., pp. 793–828). Hoboken, N.J.: John Wiley & Sons Inc.

    Google Scholar 

  • Buckholdt, K. E., Parra, G. R., & Jobe-Shields, L. (2014). Intergenerational transmission of emotion dysregulation through parental invalidation of emotions: Implications for adolescent internalizing and externalizing behaviors. Journal of Child and Family Studies, 23(2), 324–332.

    Article  PubMed  Google Scholar 

  • Cartwright, K. L., Bitsakou, P., Daley, D., Gramzow, R. H., Psychogiou, L., Simonoff, E., & Sonuga-Barke, E. J. S. (2011). Disentangling child and family influences on maternal expressed emotion toward children with attention-deficit/hyperactivity disorder. Journal of the American Academy of Child and Adolescent Psychiatry, 50(10), 1042–1053.

    Article  PubMed  Google Scholar 

  • Carver, C. S., Johnson, S. L., & Joormann, J. (2008). Serotonergic function, two-mode models of self-regulation, and vulnerability to depression: What depression has in common with impulsive aggression. Psychological Bulletin, 134(6), 912–943.

    Article  PubMed  PubMed Central  Google Scholar 

  • Chaplin, T. M., Cole, P. M., & Zahn-Waxler, C. (2005). Parental socialization of emotion expression: Gender differences and relations to child adjustment. Emotion, 5(1), 80–88.

    Article  PubMed  Google Scholar 

  • Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). New York, NY: Erlbaum Associates.

    Google Scholar 

  • Comer, J. S., del Busto, C., Dick, A. S., Furr, J. M., & Puliafico, A. C. (2018). Adapting PCIT to treat anxiety in young children: The PCIT CALM program. In L. N. Niec (Ed.), Handbook of Parent-Child Interaction Therapy: Innovations and Applications for Research and Practice (pp. 129–147). Cham: Springer International Publishing.

    Google Scholar 

  • Conger, R. D., Conger, K. J., & Martin, M. J. (2010). Socioeconomic status, family processes, and individual development. Journal of Marriage and Family, 72(3), 685–704.

    Article  PubMed  Google Scholar 

  • Curran, P. J., & Bauer, D. J. (2011). The disaggregation of within-person and between-person effects in longitudinal models of change. Annual Review of Psychology, 62(1), 583–619.

    Article  PubMed  PubMed Central  Google Scholar 

  • De Graaf, I., Speetjens, P., Smit, F., De Wolff, M., & Tavecchio, L. (2008). Effectiveness of the triple P positive parenting program on parenting: A meta-analysis. Family Relations, 57(5), 553–566.

    Article  Google Scholar 

  • De Los Reyes, A., Augenstein, T. M., Wang, M., Thomas, S. A., Drabick, D. A. G., Burgers, D. E., & Rabinowitz, J. (2015). The validity of the multi-informant approach to assessing child and adolescent mental health. Psychological Bulletin, 141(4), 858–900.

    Article  PubMed  PubMed Central  Google Scholar 

  • Dishion, T. J., Patterson, G. R., & Griesler, P. C. (1994). Peer adaptations in the development of antisocial behavior. In L. R. Huesmann (Ed.), Aggressive Behavior (pp. 61–95). Boston, MA: Springer, US.

    Chapter  Google Scholar 

  • Doom, J. R., Cicchetti, D., Rogosch, F. A., & Dackis, M. N. (2013). Child maltreatment and gender interactions as predictors of differential neuroendocrine profiles. Psychoneuroendocrinology, 38(8), 1442–1454.

    Article  PubMed  PubMed Central  Google Scholar 

  • Dutra, L., Campbell, L., & Westen, D. (2004). Quantifying clinical judgment in the assessment of adolescent psychopathology: Reliability, validity, and factor Structure of the child behavior checklist for clinician report. Journal of Clinical Psychology, 60(1), 65–85.

    Article  PubMed  Google Scholar 

  • Eaton, N. R. (2015). Latent variable and network models of comorbidity: toward an empirically derived nosology. Social Psychiatry and Psychiatric Epidemiology, 50(6), 845–849.

    Article  PubMed  Google Scholar 

  • Eisenberg, N., Fabes, R. A., Shepard, S. A., Guthrie, I. K., Murphy, B. C., & Reiser, M. (1999). Parental reactions to children’s negative emotions: Longitudinal relations to quality of children’s social functioning. Child Development, 70(2), 513–534.

    Article  PubMed  Google Scholar 

  • Fogarty, A., Wood, C. E., Giallo, R., Kaufman, J., & Hansen, M. (2019). Factors promoting emotional-behavioural resilience and adjustment in children exposed to intimate partner violence: A systematic review. Australian Journal of Psychology, (August 2018), 1–15si.

  • Funder, D. C., & Ozer, D. J. (2019). Evaluating effect size in psychological research: Sense and nonsense. Advances in Methods and Practices in Psychological Science, 2(2), 156–168.

    Article  Google Scholar 

  • Garavan, H., Bartsch, H., Conway, K., Decastro, A., Goldstein, R. Z., Heeringa, S., Zahs, D. (2018). Recruiting the ABCD sample: Design considerations and procedures. Developmental Cognitive Neuroscience, 32(August 2017), 16–22.

  • Graham-Bermann, S. A., Gruber, G., Howell, K. H., & Girz, L. (2009). Factors discriminating among profiles of resilience and psychopathology in children exposed to intimate partner violence (IPV). Child Abuse & Neglect, 33(9), 648–660.

    Article  Google Scholar 

  • Halberstadt, A. G., & Eaton, K. L. (2002). A meta-analysis of family expressiveness and children’s emotion expressiveness and understanding. Marriage & Family Review, 34(1–2), 35–62.

    Article  Google Scholar 

  • Hale, W. W., Keijsers, L., Klimstra, T. A., Raaijmakers, Q. A. W., Hawk, S., Branje, S. J. T., & Meeus, W. H. J. (2011a). How does longitudinally measured maternal expressed emotion affect internalizing and externalizing symptoms of adolescents from the general community? Journal of Child Psychology and Psychiatry and Allied Disciplines, 52(11), 1174–1183.

  • Hale, W. W., Raaijmakers, Q. A. W., Van Hoof, A., & Meeus, W. H. J. (2011b). The predictive capacity of perceived expressed emotion as a dynamic entity of adolescents from the general community. Social Psychiatry and Psychiatric Epidemiology, 46(6), 507–515.

  • Hoffman, L. (2007). Multilevel Models for Examining Individual Differences in Within-Person Variation and Covariation Over Time. Multivariate Behavioral Research, 42(4), 609–629.

    Article  Google Scholar 

  • Hoffman, L. (2015). Longitudinal analysis: Modeling within-person fluctuation and change: Multivariate applications series (1st ed.). New York, NY: Routledge.

    Google Scholar 

  • Jenkins, J., & Bisceglia, R. (2011). Understanding within-family variability in children’s responses to environmental stress. Nature and Nurture in Early Child Development. New York, NY, US: Cambridge University Press.

    Google Scholar 

  • Jouriles, E. N., Rosenfield, D., McDonald, R., & Mueller, V. (2014). Child involvement in interparental conflict and child adjustment problems: A longitudinal study of violent families. Journal of Abnormal Child Psychology, 42(5), 693–704.

    Article  PubMed  PubMed Central  Google Scholar 

  • Kazdin, A. E. (2018). Parent management training and problem-solving skills training for child and adolescent conduct problems. Evidence-Based Psychotherapies for Children and Adolescents (3rd ed.). New York, NY, US: The Guilford Press.

    Google Scholar 

  • Klaus, N. M., Mobilio, A., & King, C. A. (2009). Parent-adolescent agreement concerning adolescents’ suicidal thoughts and behaviors. Journal of Clinical Child and Adolescent Psychology, 38(2), 245–255.

    Article  PubMed  PubMed Central  Google Scholar 

  • Krueger, R. F., Kotov, R., Watson, D., Forbes, M. K., Eaton, N. R., Ruggero, C. J., & Bach, B. (2018). Progress in achieving quantitative classification of psychopathology. World Psychiatry, 17(3), 282–293.

    Article  PubMed  PubMed Central  Google Scholar 

  • Lebowitz, E. R., Marin, C., Martino, A., Shimshoni, Y., & Silverman, W. K. (2020). Parent-Based treatment as efficacious as cognitive-behavioral therapy for childhood anxiety: A Randomized noninferiority study of supportive parenting for anxious childhood emotions. Journal of the American Academy of Child & Adolescent Psychiatry, 59(3), 362–372.

    Article  Google Scholar 

  • Lebowitz, E. R., Omer, H., Hermes, H., & Scahill, L. (2014). Parent training for childhood anxiety disorders: The SPACE program. Cognitive and Behavioral Practice, 21(4), 456–469.

    Article  Google Scholar 

  • Lewinsohn, P. M., Rohde, P., & Seeley, J. R. (1998). Major depressive disorder in older adolescents: Prevalence, risk factors, and clinical implications. Clinical Psychology Review, 18(7), 765–794.

    Article  PubMed  Google Scholar 

  • Luby, J., Lenze, S., & Tillman, R. (2012). A novel early intervention for preschool depression: Findings from a pilot randomized controlled trial. Journal of Child Psychology and Psychiatry and Allied Disciplines, 53(3), 313–322.

    Article  Google Scholar 

  • Maas, C. J. M., & Hox, J. J. (2004). The influence of violations of assumptions on multilevel parameter estimates and their standard errors. Computational Statistics and Data Analysis, 46(3), 427–440.

    Article  Google Scholar 

  • McCarty, C. A., Zimmerman, F. J., Digiuseppe, D. L., & Christakis, D. A. (2005). Parental emotional support and subsequent internalizing and externalizing problems among children. Journal of Developmental and Behavioral Pediatrics, 26(4), 267–275.

    Article  PubMed  Google Scholar 

  • McGuire, S., Palaniappan, M., & Larribas, T. (2015). The sibling relationship as a Source of shared environment. In B. N. Horwitz & J. M. Neiderhiser (Eds.), Gene-Environment Interplay in Interpersonal Relationships across the Lifespan (pp. 83–95). New York, NY: Springer, New York.

    Chapter  Google Scholar 

  • McHale, S. M., Updegraff, K. A., & Whiteman, S. D. (2012). Sibling relationships and influences in childhood and adolescence. Journal of Marriage and Family, 74(5), 913–930.

    Article  PubMed  Google Scholar 

  • McLeod, B. D., Weisz, J. R., & Wood, J. J. (2007). Examining the association between parenting and childhood depression: A meta-analysis. Clinical Psychology Review, 27(8), 986–1003.

    Article  PubMed  Google Scholar 

  • Moos, R. H., & Moos, B. S. (1994). Family environment scale manual. Palo Auto, CA: In Consulting Psychologists Press.

    Google Scholar 

  • Morris, A. S., Silk, J. S., Steinberg, L., Myers, S. S., & Robinson, L. R. (2007). The role of the family context in the development of emotion regulation. Social Development, 16(2), 361–388.

    Article  PubMed  Google Scholar 

  • Olino, T. M., Bufferd, S. J., Dougherty, L. R., Dyson, M. W., Carlson, G. A., & Klein, D. N. (2018a). The development of latent dimensions of psychopathology across early childhood: Stability of dimensions and moderators of change. Journal of Abnormal Child Psychology, 46(7), 1373–1383.

  • Olino, T. M., Finsaas, M., Dougherty, L. R., & Klein, D. N. (2018). Is parent–child disagreement on child anxiety explained by differences in measurement properties? An examination of measurement invariance across informants and time. Frontiers in Psychology.

  • Pinheiro, J., Bates, D., DebRoy, S., Sarkar, D., & R Core Team. (2020). nlme: Linear and Nonlinear Mixed Effects Models.

  • Raftery, A. E. (1995). Bayesian model selection in social research. Sociological Methodology, 25, 111–163.

    Article  Google Scholar 

  • Ramos, M. C., Guerin, D. W., Gottfried, A. W., Bathurst, K., & Oliver, P. H. (2005). Family conflict and children’s behavior problems: The moderating role of child temperament. Structural Equation Modeling: A Multidisciplinary Journal, 12(2), 278–298.

    Article  Google Scholar 

  • Richards, J. S., Vásquez, A. A., Rommelse, N. N. J., Oosterlaan, J., Hoekstra, P. J., Franke, B., & Buitelaar, J. K. (2014). A follow-up study of maternal expressed emotion toward children with attention-deficit/hyperactivity disorder (ADHD): Relation with severity and persistence of adhd and comorbidity. Journal of the American Academy of Child and Adolescent Psychiatry, 53(3), 311–320.

    Article  PubMed  Google Scholar 

  • Richmond, M. K., & Stocker, C. M. (2006). Associations between family cohesion and adolescent siblings’ externalizing behavior. Journal of Family Psychology, 20(4), 663–669.

    Article  PubMed  Google Scholar 

  • Rights, J. D., & Cole, D. A. (2018). Effect Size Measures for Multilevel Models in Clinical Child and Adolescent Research: New R-Squared Methods and Recommendations. Journal of Clinical Child and Adolescent Psychology, 47(6), 863–873.

  • Rohner, R. P. (1980). Worldwide tests of parental acceptance-rejection theory: An overview. Cross-Cultural Research, 15(1), 1–21.

    Google Scholar 

  • Rohner, R. P., Khaleque, A., & Cournoyer, D. E. (2003). Cross-national perspectives on parental acceptance-rejection theory. Marriage & Family Review, 35(3–4), 85–105.

    Article  Google Scholar 

  • Rothenberg, W. A., Lansford, J. E., Al-Hassan, S. M., Bacchini, D., Bornstein, M. H., Chang, L., & Peña Alampay, L. (2020). Examining effects of parent warmth and control on internalizing behavior clusters from age 8 to 12 in 12 cultural groups in nine countries. Journal of Child Psychology and Psychiatry and Allied Disciplines, 61(4), 436–446.

    Article  Google Scholar 

  • Samania, S. (2011). Family Process and Content Model: A contextual model for family studies. Procedia - Social and Behavioral Sciences, 30, 2285–2292.

    Article  Google Scholar 

  • Sanders, M. R. (1999). Triple P-positive parenting program: Towards an empirically validated multilevel parenting and family support strategy for the prevention of behavior and emotional problems in children. Clinical Child and Family Psychology Review, 2(2), 71–90.

    Article  PubMed  Google Scholar 

  • Schaefer, E. S. (1965). Children’s reports of parental behavior: An inventory. Child Development, 36(2), 413–424.

    Article  PubMed  Google Scholar 

  • Schleider, J. L., & Weisz, J. R. (2017). Family process and youth internalizing problems: A triadic model of etiology and intervention. Development and Psychopathology, 29(1), 273–301.

    Article  PubMed  Google Scholar 

  • Sheeber, L., Hops, H., & Davis, B. (2001). Family processes in adolescent depression. Clinical Child and Family Psychology Review, 4(1), 19–35.

    Article  PubMed  Google Scholar 

  • Smith, S. R. (2007). Making sense of multiple informants in child and adolescent psychopathology: A guide for clinicians. Journal of Psychoeducational Assessment, 25(2), 139–149.

    Article  Google Scholar 

  • Teubert, D., & Pinquart, M. (2010). The association between coparenting and child adjustment: A meta-analysis. Parenting, 10(4), 286–307.

    Article  Google Scholar 

  • The TADS Team. (2004). Fluoxetine, cognitive-behav- ioral therapy, and their combination for adolescents with depression. Treatment for Adolescent Depression Study (TADS) randomized controlled trial. Journal of the American Medical Association, 292, 807–820.

    Article  Google Scholar 

  • Thomas, R., Abell, B., Webb, H. J., Avdagic, E., & Zimmer-Gembeck, M. J. (2017). Parent-child Interaction therapy: A meta-analysis. Pediatrics, 140(3), e20170352.

    Article  PubMed  Google Scholar 

  • Timmons, A. C., & Margolin, G. (2015). Family conflict, mood, and adolescents’ daily school problems: Moderating roles of internalizing and externalizing symptoms. Child Development, 86(1), 241–258.

    Article  PubMed  Google Scholar 

  • van Eldik, W. M., de Haan, A. D., Parry, L. Q., Davies, P. T., Luijk, M. P. C. M., Arends, L. R., & Prinzie, P. (2020). The interparental relationship: Meta-analytic associations with children’s maladjustment and responses to interparental conflict. Psychological Bulletin, (June).

  • Vreeland, A., Gruhn, M. A., Watson, K. H., Bettis, A. H., Compas, B. E., Forehand, R., & Sullivan, A. D. (2019). Parenting in context: Associations of parental depression and socioeconomic factors with parenting behaviors. Journal of Child and Family Studies, 28(4), 1124–1133.

    Article  Google Scholar 

  • Zahn-Waxler, Duggal, S. C., & Gruber, R. (2002). Parental psychopathology. In M. H. Bornstein (Ed.), Handbook of Parenting (Vol. 4) (2nd ed., pp. 295–327). Mahwah, New Jersey: Lawrence Erlbaum Associates.

  • Zisser, A., & Eyberg, S. M. (2010). Parent-child interaction therapy and the treatment of disruptive behavior disorders. Evidence-Based Psychotherapies for Children and Adolescents (2nd ed.). New York, NY, US: The Guilford Press.

    Google Scholar 

  • Zucker, R. A., Gonzalez, R., Feldstein Ewing, S. W., Paulus, M. P., Arroyo, J., Fuligni, A., & Wills, T. (2018). Assessment of culture and environment in the Adolescent Brain and Cognitive Development Study: Rationale, description of measures, and early data. Developmental Cognitive Neuroscience, 32, 107–120.

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Funding

There is no funding to report for the present work.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sin-Ying Lin.

Ethics declarations

Conflicts of Interest

There is no conflict of interests to report for the present work.

Ethics Approval

ABCD research sites obtained ethical approvals through a central Institutional Review Board (cIRB) at the University of California, San Diego, except that the site at Washington University in St. Louis utilized their local IRB approval. NIH-recognized research institutions can access the de-identified ABCD data with federal-wide assurance. According to the IRB of Stony Brook University, the current use of the ABCD data for secondary analysis is exempt from IRB review.

Consent to Participate

Informed consent and assent of parents and children were obtained before the baseline assessment.

Consent for Publication

Informed consent and assent of parents and children were obtained before the baseline assessment. NIH-recognized research institutions can access the de-identified ABCD data with federal-wide assurance.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 42 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lin, SY., Schleider, J.L. & Eaton, N.R. Family Processes and Child Psychopathology: A Between- and Within-Family/Child Analysis. Res Child Adolesc Psychopathol 49, 283–295 (2021). https://doi.org/10.1007/s10802-020-00749-x

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10802-020-00749-x

Keywords

Navigation