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Differential Risks of Covarying and Pure Components in Mother and Teacher Reports of Externalizing and Internalizing Behavior Across Ages 5 to 14

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Abstract

In a sample of 585 children assessed in kindergarten through 8th grade, we fit a confirmatory factor model to both mother- and teacher-reported symptoms on the Achenbach checklists (CBCL, TRF) and determined that a covariation factor of externalizing and internalizing behaviors existed, in addition to the pure-form factors of externalizing and internalizing for each reporter. In 3 structural equation models, between 8 and 67% of the variance in these 6 latent factors was accounted for by a set of antecedent child, sociocultural, parenting, and peer risk variables. Each of the 6 latent factors, taken 2 at a time, was predicted by a unique set of risk variables; however, there were some patterns that held for both mother- and teacher-report symptom factors: Child temperamental unadaptability and female gender were predictors of higher internalizing symptoms; child temperamental resistance to control, parental harsh punishment, male gender, low SES, and peer rejection were related to higher externalizing symptoms whereas child temperamental unadaptability was related to lower externalizing symptoms; and peer rejection and family stress were also related to the covarying, externalizing-plus-internalizing component of both mother and teacher reports.

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References

  • Achenbach, T. M. (1991a). “Comorbidity” in child and adolescent psychiatry: Categorical and quantitative perspectives. Journal of Child and Adolescent Psychopharmacology, 1, 1-8.

    Google Scholar 

  • Achenbach, T. M. (1991b). Manual for the Child Behavior Checklist/4-18 and 1991 Profile. Burlington, VT: University of Vermont, Department of Psychiatry.

    Google Scholar 

  • Achenbach, T. M. (1991c). Manual for the Teacher's Report Form and 1991 Profile. Burlington, VT: University of Vermont, Department of Psychiatry.

    Google Scholar 

  • Achenbach, T. M., Howell, C. T., Quay, H. C., & Conners, C. K. (1991). National survey of problems and competencies among four-to-sixteen-year-olds: Parents' reports for normative and clinical samples. Monographs of the Society for Research in Child Development, 56, (Serial No. 225, Whole No. 3).

  • American Psychiatric Association. (1994). Diagnostic and statistical manual of mental disorders (4th ed.). Washington, DC: Author.

    Google Scholar 

  • Angold, A., Costello, E. J., & Erkanli, A. (1999). Comorbidity. Journal of Child Psychology and Psychiatry, 40, 57-87.

    PubMed  Google Scholar 

  • Bates, J. E. (2000). Adjustment style in childhood as a product of parenting and temperament. In T. D. Wachs & G. A. Kohnstamm (Eds.), Temperament in context (pp. 173-200). Mahwah, NJ: Erlbaum.

    Google Scholar 

  • Bates, J. E., & Bayles, K. (1984). Objective and subjective components in mothers' perceptions of their children from age 6 months to 3 years. Merrill-Palmer Quarterly, 30, 111-130.

    Google Scholar 

  • Bates, J. E., Bayles, K., Bennett, D. S., Ridge, B., & Brown, M. M. (1991). Origins of externalizing behavior problems at eight years of age. In D. Pepler & K. Rubin (Eds.), Development and treatment of childhood aggression (pp. 93-120). Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Bates, J. E., Freeland, C. B., & Lounsbury, M. L. (1979). Measurement of infant difficulties. Child Development, 50, 794-803.

    PubMed  Google Scholar 

  • Bates, J. E., Pettit, G. S., & Dodge, K. A. (1995). Family and child factors in stability and change in children's aggressiveness in elementary school. In J. McCord (Ed.), Coercion and punishment in long-term perspectives (pp. 124-138). New York: Cambridge.

    Google Scholar 

  • Bates, J. E., Pettit, G. S., Dodge, K. A., & Ridge, B. (1998). Interaction of temperamental resistance to control and restrictive parenting in the development of externalizing behavior. Developmental Psychology, 34, 982-995.

    PubMed  Google Scholar 

  • Biederman, J., Rosenbaum, J. F., Hirshfeld, D. R., Faraone, S. V., Bolduc, E. A., Gersten, M. et al. (1990). Psychiatric correlates of behavioral inhibition in young children of parents with and without psychiatric disorders. Archives of General Psychiatry, 47, 21-26.

    PubMed  Google Scholar 

  • Caron, C., & Rutter, M. (1991). Comorbidity in child psychopathology: Concepts, issues, and research strategies. Journal of Child Psychology and Psychiatry, 32, 1063-1080.

    PubMed  Google Scholar 

  • Caspi, A., Henry, B., McGee, R. O., Moffitt, T. E., & Silva, P. A. (1995). Temperamental origins of child and adolescent behavior problems: From age three to age fifteen. Child Development, 66, 55-68.

    PubMed  Google Scholar 

  • Caspi, A., & Silva, P. A. (1995). Temperamental qualities at age three predict personality traits in young adulthood: Longitudinal evidence from a birth cohort. Child Development, 66, 486-498.

    PubMed  Google Scholar 

  • Coie, J. D., Lochman, J. E., Terry, R., & Hyman, C. (1992). Predicting early adolescent disorder from childhood aggression and peer rejection. Journal of Consulting and Clinical Psychology, 60, 783-792.

    PubMed  Google Scholar 

  • Conger, R. D., Conger, K. L., Elder, G. J., Jr., Lorenze, 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, 526-554.

    PubMed  Google Scholar 

  • Deater-Deckard, K., Dodge, K. A., Bates, J. E., & Pettit, G. S. (1998). Multiple risk factors in the development of externalizing behavior problems: Group and individual differences. Development and Psychopathology, 10, 469-493.

    PubMed  Google Scholar 

  • D'Imperio, R. L., Dubow, E. F., & Ippolito, M. F. (2000). Resilient and stress affected adolescents in an urban setting. Journal of Clinical Child Psychology, 29, 129-142.

    PubMed  Google Scholar 

  • Dodge, K. A., Pettit, G. S., & Bates, J. E. (1994). Socialization mediators of the relation between socioeconomic status and child conduct problems. Child Development, 65, 649-665.

    PubMed  Google Scholar 

  • Dodge, K. A., Pettit, G. S., & Bates, J. E. (1997). How the experience of early physical abuse leads children to become chronically aggressive. In D. Cicchetti & S. Toth (Eds.), Rochester Symposium on Developmental Psychopathology: Vol. 8. The effects of trauma on the developmental process (pp. 263-268). Rochester, NY: University of Rochester Press.

    Google Scholar 

  • Dodge, K. A., Pettit, G. S., Bates, J. E., & Valente, E. (1995). Social information processing patterns partially mediate the effect of early physical abuse on later conduct problems. Journal of Abnormal Psychology, 104, 632-643.

    PubMed  Google Scholar 

  • Fergusson, D. M., Lynskey, M. T., & Horwood, J. (1996). Origins of comorbidity between conduct and affective disorders. Journal of the American Academy of Child and Adolescent Psychiatry, 35, 451-460.

    PubMed  Google Scholar 

  • Garrison, C. Z., Jackson, K. L., Marsteller, F., McKeown, R., & Addy, C. (1990). A longitudinal analysis of depressive symptomatology in young adolescents. Journal of the American Academy of Child and Adolescent Psychiatry, 29, 581-585.

    PubMed  Google Scholar 

  • Gjone, H., & Stevenson, J. (1997). The association between internalizing and externalizing behavior in childhood and early adolescence: Genetic or environmental common influences? Journal of Abnormal Child Psychology, 25, 277-286.

    PubMed  Google Scholar 

  • Graham, P., & Rutter, M. (1973). Psychiatric disorder in the young adolescent: A follow-up study. Proceedings of the Royal Society of Medicine, 66, 58-61.

    Google Scholar 

  • Guerin, D. W., Gottfried, A. W., Oliver, P. H., & Thomas, C. S. (1994). Temperament and school functioning during early adolescence. Journal of Early Adolescence, 14, 200-225.

    Google Scholar 

  • Hagekull, B. (1994). Infant temperament and early childhood functioning: Possible relations to the Five-Factor Model. In C.J. Halverson Jr., G. A. Kohnstamm, & R. P. Martin (Eds.), The developing structure of temperament and personality (pp. 227-240). Hillsdale, NJ: E

    Google Scholar 

  • Harrist, A. W., Zaia, A. F., Bates, J. E., Dodge, K. A., & Pettit, G. S. (1997). Subtypes of social withdrawal in early childhood: Sociometric status and social–cognitive differences across four years. Child Development, 68, 278-294.

    PubMed  Google Scholar 

  • Hinden, B. R., Compas, B. E., Howell, D. C., & Achenbach, T. M. (1997). Covariation of the anxious–depressed syndrome during adolescence: Separating fact from artifact. Journal of Consulting and Clinical Psychology, 65, 6-14.

    PubMed  Google Scholar 

  • Hollingshead, A. B. (1975). Four factor index of social status. Unpublished manuscript, Department of Sociology, Yale University.

  • Kagan, J. (1998). Biology and the child. In W. Damon (Ed.-in-Chief) & N. Eisenberg (Vol. Ed.), Handbook of child psychology: Vol. 3. Social, emotional, and personality development (5th ed., pp. 177-235). New York: Wiley.

    Google Scholar 

  • Kaslow, N. J., Deering, C. G., & Racusin, G. R. (1994). Depressed children and their families. Clinical Psychology Review, 14, 39-59.

    Google Scholar 

  • Keenan, K., & Shaw, D. S. (1994). The development of aggression in toddlers: A study of low-income families. Journal of Abnormal Child Psychology, 22, 53-77.

    PubMed  Google Scholar 

  • Keiley, M. K., Bates, J. E., Dodge, K. A., & Pettit, G. S. (2000). A cross-domain growth analysis: Externalizing and internalizing behaviors during 8 years of childhood. Journal of Abnormal Child Psychology, 28, 161-179.

    PubMed  Google Scholar 

  • Keiley, M. K., Bates, J. E., Dodge, K. A., & Pettit, G. S. (2002). Effects of temperament on the development of externalizing and internalizing behaviors over 9 years. In F. Columbus (Ed.), Advances in psychology research (Vol. 6) pp. 256-288). Huntington, NY: Nova Science Publishers.

    Google Scholar 

  • Keiley, M. K., Howe, T., Dodge, K., Bates, J., & Pettit, G. (2001). Timing of abuse: Group differences and developmental trajectories. Development and Psychopathology, 13, 891-912.

    PubMed  Google Scholar 

  • Lilienfeld, S. O., Waldman, I. D., & Israel, A. C. (1994). A critical examination of the use of the term and concept of comorbidity in psychopathology research. Clinical Psychology: Science and Practice, 1, 71-83.

    Google Scholar 

  • Little, R. J. A., & Rubin, D. B. (1987). Statistical analysis with missing data. New York: Wiley.

    Google Scholar 

  • Loeber, R., Burke, J. D., Lahey, B. B., Winters, A., & Zera, M. (2000). Oppositional defiant and conduct disorder: A review of the past 10 years, Part I. Journal of the American Academy of Child and Adolescent Psychiatry, 39, 1468-1484.

    PubMed  Google Scholar 

  • Loeber, R., & Keenan, K. (1994). Interaction between conduct disorder and its comorbid conditions: Effects of age and gender. Clinical Psychology Review, 14, 497-523.

    Google Scholar 

  • McClowry, S. G., Giangrande, S. K., Tommasini, N. R., Clinton, W., Foreman, N. S., Lynch, K., et al. (1994). The effects of child temperament, maternal characteristics, and family circumstances on the maladjustment of school-age children. Research in Nursing and Health, 17, 25-35.

    PubMed  Google Scholar 

  • McConaughy, S. H. & Skiba, R. J. (1993). Comorbidity of Externalizing and Internalizing Problems. School Psychology Review, 22, 421-436.

    Google Scholar 

  • Muthen, L. K., & Muthen, B. O. (1998). MPLUS: The comprehensive modeling program of applied researchers. User's Guide. Washington, DC: National Institute of Alcohol Abuse and Alcoholism.

    Google Scholar 

  • Nottelman, E. D., & Jensen, P. S. (1995). Comorbidity of disorders in children and adolescents: Developmental perspectives. In T. H. Ollendick & R.J. Prinz (Eds.), Advances in clinical child psychology (Vol. 17, pp. 109-155). New York: Plenum.

    Google Scholar 

  • O'Connor, T. G., McGuire, S., Reiss, D., Hetherington, E. H., & Plomin, R. (1998). Co-occurrence of depressive symptoms and antisocial behavior in adolescence: A common genetic liability. Journal of Abnormal Psychology, 107, 27-37.

    PubMed  Google Scholar 

  • Panak, W. F., & Garber, J. (1992). Role of aggression, rejection, and attributions in the prediction of depression in children. Development and Psychopathology, 4, 145-165.

    Google Scholar 

  • Rothbart, M. K., & Bates, J. E. (1998). Temperament. In W. Damon (Ed.-in-Chief) & N. Eisenberg (Vol. Ed.), Handbook of child psychology: Vol. 3. Social, emotional, and personality development (5th ed., pp. 105-176). New York: Wiley.

    Google Scholar 

  • Rubin, K. H., Coplan, R. J., Fox, N. A., & Calkins, S. D. (1995). Emotionality, emotion regulation, and preschoolers' social adaptation. Development and Psychopathology, 7, 49-62.

    Google Scholar 

  • Rudolph, K. D., Hammen, C., & Burge, D. (1994). Interpersonal functioning and depressive symptoms in childhood: Addressing the issues of specificity and comorbidity. Journal of Abnormal Child Psychology, 22, 355-371.

    PubMed  Google Scholar 

  • Rutter, M., & Sroufe, L. A. (2000). Developmental psychopathology: Concepts and challenges. Developmental Psychopathology, 12, 265-296.

    Google Scholar 

  • Somersalo, H., Solantus, T., & Almqvist, F. (1996). Four-year course of teacher-reported internalizing, externalizing and comorbid syndromes in preadolescent children. European Journal of Child and Adolescent Psychiatry, 8, 89-97.

    Google Scholar 

  • Velez, C. N., Johnson, J., & Cohen, P. (1989). A longitudinal analysis of selected risk factors for childhood psychopathology. Journal of the American Academy of Child and Adolescent Psychiatry, 28, 861-864.

    PubMed  Google Scholar 

  • Verhulst, F. C., & van der Ende, J. (1993). “Comorbidity” in an epidemiological sample: A longitudinal perspective. Journal of Child Psychology and Psychiatry, 28, 707-713.

    Google Scholar 

  • Walden, T., & Garber, J. (1994). Emotional development. In M. Rutter, D. Hay, & S. Baron-Cohen (Eds.), Developmental principles and clinical issues in psychology and psychiatry. London: Blackwell.

    Google Scholar 

  • Weiss, B., & Catron, T. (1994). Specificity of the comorbidity of aggression and depression in children. Journal of Abnormal Child Psychology, 22, 389-401.

    PubMed  Google Scholar 

  • Weiss, B., Dodge, K., Bates, J. E., & Pettit, G. S. (1992). Some consequences of early harsh discipline: Child aggression and a maladaptive social information processing style. Child Development, 63, 1321-1335.

    PubMed  Google Scholar 

  • Wheaton, B., Muthen, B., Alwin, D., & Summers, G. (1977). Assessing reliability and stability in panel models. In D. Heise (Ed.), Sociological methodology (pp. 84-136). San Francisco: Jossey-Bass.

    Google Scholar 

  • World Health Organization. (1992). International classification of diseases, injuries, and causes of death (10th ed.). Geneva, Switzerland: Author.

    Google Scholar 

  • Wright, J. C., Zakriski, A. L., & Drinkwater, M. (1999). Developmental psychopathology and the reciprocal patterning of behavior and environment: Distinctive situational and behavioral signatures of internalizing, externalizing and mixed-syndrome children. Journal of Consulting and Clinical Psychology, 67, 95-107.

    PubMed  Google Scholar 

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Authors and Affiliations

  1. Department of Child Development and Family Studies, Purdue University, West Lafayette, Indiana

    Margaret K. Keiley

  2. Medical Center, Ohio State University, Columbus, Ohio

    Nicholas Lofthouse

  3. Department of Psychology, Indiana University, Bloomington, Indiana

    John E. Bates

  4. Public Policy Studies, Duke University, Durham, North Carolina

    Kenneth A. Dodge

  5. Department of Human Development and Family Studies, Auburn University, Auburn, Albama

    Gregory S. Pettit

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  1. Margaret K. Keiley
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  2. Nicholas Lofthouse
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  3. John E. Bates
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  4. Kenneth A. Dodge
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  5. Gregory S. Pettit
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Correspondence to Margaret K. Keiley.

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Keiley, M.K., Lofthouse, N., Bates, J.E. et al. Differential Risks of Covarying and Pure Components in Mother and Teacher Reports of Externalizing and Internalizing Behavior Across Ages 5 to 14. J Abnorm Child Psychol 31, 267–283 (2003). https://doi.org/10.1023/A:1023277413027

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