Abstract
Attention-deficit/hyperactivity disorder (ADHD) is highly comorbid with and predictive of externalizing behavior, yet is most often examined categorically, not dimensionally. We tested a recently proposed trait impulsivity model by dimensionally examining measures of childhood inattention and hyperactivity/impulsivity separately as predictors of later externalizing behavior in an all-female longitudinal sample of 228 young women. We also examined influences of parenting and peer relations, given the transactional nature and importance of environmental factors. We analyzed the relative contribution of hyperactive/impulsive (HI) and inattentive (IA) symptoms of girls with and without childhood-diagnosed ADHD (M age = 9.5; 140 ADHD and 88 Comparison) to the development of externalizing behaviors in adolescence (M age = 14.2) and early adulthood (M age = 19.6). Authoritarian parenting was examined as a moderator and adolescent externalizing behavior as a mediator of the relation between childhood HI and later externalizing behavior. Childhood HI symptoms significantly predicted multiple externalizing behaviors in adolescence and early adulthood, after accounting for IA and covariates (ΔR 2 ranged from 2.6 to 7.5 %). Mother’s authoritarian parenting moderated this relation. Adolescent externalizing behavior mediated the relation between childhood HI symptoms and early adult externalizing behavior. In no case did childhood IA significantly predict externalizing behavior after accounting for HI symptoms. Findings support a trait impulsivity model, as HI symptoms, but not IA symptoms, significantly predicted later externalizing behavior. Results support the importance of dimensional predictors of developmental trajectories. We discuss implications for assessment, intervention, and future research.
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References
Achenbach, T. M. (1991a). Manual for the child behavior checklist/4-18 and 1991 profile. Burlington: Department of Psychiatry, University of Vermont.
Achenbach, T. M. (1991b). Manual for the teacher’s report form and 1991 profile. Burlington: Department of Psychiatry, University of Vermont.
Achenbach, T. M., & Edelbrock, C. S. (1984). Psychopathology of childhood. Annual Review of Psychology, 35, 227–256. doi:10.1146/annurev.ps.35.020184.001303.
Ahmad, S. I., & Hinshaw, S. P. (2016). Attention-deficit/hyperactivity disorder: Similarities to and differences from other externalizing disorders. In T. P. Beauchaine & S. P. Hinshaw (Eds.), The Oxford handbook of externalizing spectrum disorders (pp. 19–37). New York: Oxford University Press.
Angold, A., Costello, E. J., & Erkanli, A. (1999). Comorbidity. Journal of Child Psychology and Psychiatry, 40(1), 57–87. doi:10.1111/1469-7610.00424.
Babinski, D. E., Pelham, W. E., Molina, B. S. G., Gnagy, E. M., Waschbusch, D. A., Yu, J., & Karch, K. M. (2011). Late adolescent and young adult outcomes of girls diagnosed with ADHD in childhood: an exploratory investigation. Journal of Attention Disorders, 15(3), 204–214. doi:10.1177/1087054710361586.
Bagwell, C. L., Molina, B. S. G., Pelham, W. E., & Hoza, B. (2001). Attention-deficit hyperactivity disorder and problems in peer relations: predictions from childhood to adolescence. Journal of the American Academy of Child & Adolescent Psychiatry, 40(11), 1285–1292. doi:10.1097/00004583-200111000-00008.
Barkley, R. A. (2014). Attention-deficit hyperactivity disorder: A handbook for diagnosis and treatment (4th ed.). New York: Guilford Press.
Barkley, R. A., Fischer, M., Edelbrock, C. S., & Smallish, L. (1990). The adolescent outcome of hyperactive children diagnosed by research criteria: I. An 8-year prospective follow-up study. Journal of the American Academy of Child and Adolescent Psychiatry, 29(4), 546–557. doi:10.1097/00004583-199007000-00007.
Barkley, R. A., Murphy, K. R., & Fischer, M. (2008). ADHD in adults: What the science says. New York: Guilford Press.
Beauchaine, T. P., & McNulty, T. (2013). Comorbidities and continuities as ontogenic processes: toward a developmental spectrum model of externalizing psychopathology. Development and Psychopathology, 25(4 Pt 2), 1505–1528. doi:10.1017/S0954579413000746.
Beauchaine, T. P., Hinshaw, S. P., & Pang, K. L. (2010). Comorbidity of attention-deficit/hyperactivity disorder and early-onset conduct disorder: biological, environmental, and developmental mechanisms. Clinical Psychology: Science and Practice, 17(4), 327–336. doi:10.1111/j.1468-2850.2010.01224.x.
Beyers, J. M., Bates, J. E., Pettit, G. S., & Dodge, K. A. (2003). Neighborhood structure, parenting processes, and the development of youths’ externalizing behaviors: a multilevel analysis. American Journal of Community Psychology, 31, 35–53. doi:10.1023/A:1023018502759.
Biederman, J., Petty, C. R., Monuteaux, M. C., Fried, R., Byrne, D., Mirto, T., & Faraone, S. V. (2010). Adult psychiatric outcomes of girls with attention deficit hyperactivity disorder: 11-year follow-up in a longitudinal case-control study. American Journal of Psychiatry, 167, 409–417. doi:10.1176/appi.ajp.2009.09050736.
Broidy, L. M., Tremblay, R. E., Brame, B., Fergusson, D. M., Horwood, J. L., Laird, R. D., & Vitaro, F. (2003). Developmental trajectories of childhood disruptive behaviors and adolescent delinquency: a six-site, cross-national study. Developmental Psychology, 39(2), 222–245. doi:10.1037/0012-1649.39.2.222.
Burke, J. D., Loeber, R., & Birmaher, B. (2002). Oppositional defiant disorder and conduct disorder: a review of the past 10 years, part II. Journal of the American Academy of Child and Adolescent Psychiatry, 41(11), 1275–1293. doi:10.1097/00004583-200211000-00009.
Burns, G. L., de Moura, M. A., Beauchaine, T. P., & McBurnett, K. (2014). Bifactor latent structure of ADHD/ODD symptoms: predictions of dual-pathway/trait-impulsivity etiological models of ADHD. Journal of Child Psychology and Psychiatry, 55(4), 393–401. doi:10.1111/jcpp.12165.
Burt, S. A. (2009). Rethinking environmental contributions to child and adolescent psychopathology: a meta-analysis of shared environmental influences. Psychological Bulletin, 135(4), 608–637. doi:10.1037/a0015702.
Coghill, D., & Sonuga-Barke, E. J. S. (2012). Annual research review: categories versus dimensions in the classification and conceptualisation of child and adolescent mental disorders–implications of recent empirical study. Journal of Child Psychology and Psychiatry, 53(5), 469–489. doi:10.1111/j.1469-7610.2011.02511.x.
Deault, L. C. (2010). A systematic review of parenting in relation to the development of comorbidities and functional impairments in children with attention-deficit/hyperactivity disorder (ADHD). Child Psychiatry and Human Development, 41(2), 168–92. doi:10.1007/s10578-009-0159-4.
Diamond, A. (2005). Attention-deficit disorder (attention-deficit/ hyperactivity disorder without hyperactivity): a neurobiologically and behaviorally distinct disorder from attention-deficit/hyperactivity disorder (with hyperactivity). Development and Psychopathology, 17(3), 807–825. doi:10.1017/S0954579405050388.
Elliott, D. S., Huizinga, D., & Ageton, S. S. (1985). Explaining delinquency and drug use. Beverly Hills, CA: Sage Publications.
Faraone, S. V., Perlis, R. H., Doyle, A. E., Smoller, J. W., Goralnick, J. J., Holmgren, M. A., & Sklar, P. (2005). Molecular genetics of attention-deficit/hyperactivity disorder. Biological Psychiatry, 57(11), 1313–1323. doi:10.1016/j.biopsych.2004.11.024.
Faraone, S. V., Biederman, J., & Mick, E. (2006). The age-dependent decline of attention deficit hyperactivity disorder: a meta-analysis of follow-up studies. Psychological Medicine, 36, 159–165. doi:10.1017/S003329170500471X.
Formoso, D., Gonzales, N. A., & Aiken, L. S. (2000). Family conflict and children’s internalizing and externalizing behavior: protective factors. American Journal of Community Psychology, 28(2), 175–199. doi:10.1023/A:1005135217449.
Forsman, M., Larsson, H., Andershed, H., & Lichtenstein, P. (2007). The association between persistent disruptive childhood behaviour and the psychopathic personality constellation in adolescence: a twin study. British Journal of Developmental Psychology, 25(3), 383–398. doi:10.1348/026151006X158799.
Foster, E. M., Jones, D. E., & Conduct Problems Prevention Research Group. (2005). The high costs of aggression: Public expenditures resulting from conduct disorder. American Journal of Public Health, 95(10), 1767–1772. JOUR.
Greven, C. U., Asherson, P., Rijsdijk, F. V., & Plomin, R. (2011). A longitudinal twin study on the association between inattentive and hyperactive-impulsive ADHD symptoms. Journal of Abnormal Child Psychology, 39(5), 623–632. doi:10.1007/s10802-011-9513-7.
Hayes, A. F. (2013). Introduction to mediation, moderation, and conditional process analysis: A regression-based approach. New York: Guilford Press.
Heming, G., Cowan, P. A., & Cowan, C. P. (1990). Ideas about parenting. In J. Touliatos, B. F. Perlmutter, & M. A. Straus (Eds.), Handbook of family measurement techniques (pp. 362–363). Thousand Oaks: Sage Publications.
Hinshaw, S. P. (1987). On the distinction between attentional deficits/hyperactivity and conduct problems/aggression in child psychopathology. Psychological Bulletin, 101(3), 443–463. doi:10.1037/0033-2909.101.3.443.
Hinshaw, S. P. (2002a). Preadolescent girls with attention-deficit/hyperactivity disorder: I. background characteristics, comorbidity, cognitive and social functioning, and parenting practices. Journal of Consulting and Clinical Psychology, 70(5), 1086–1098. doi:10.1037/0022-006X.70.5.1086.
Hinshaw, S. P. (2002b). Process, mechanism, and explanation related to externalizing behavior in developmental psychopathology. Journal of Abnormal Child Psychology, 30(5), 431–46. doi:10.1023/A:1019808712868.
Hinshaw, S. P., & Kranz, R. (2009). The triple bind: Saving our teenage girls from today’s pressures. New York: Ballantine Books.
Hinshaw, S. P., & Melnick, S. M. (1995). Peer relationships in boys with attention-deficit hyperactivity disorder with and without comorbid aggression. Development and Psychopathology, 7(4), 627–647. doi:10.1017/S0954579400006751.
Hinshaw, S. P., & Scheffler, R. M. (2014). The ADHD explosion: Myths, medication, money, and today’s push for performance. New York: Oxford University Press.
Hinshaw, S. P., Zupan, B. P., Simmel, C., Nigg, J. T., & Melnick, S. (1997). Peer Status in boys with and without attention-deficit hyperactivity disorder: predictions from overt and covert antisocial behavior, social isolation, and authoritative parenting beliefs. Child Development, 68(5), 880–896. doi:10.2307/1132039.
Hinshaw, S. P., Owens, E. B., Sami, N., & Fargeon, S. (2006). Prospective follow-up of girls with attention-deficit/hyperactivity disorder into adolescence: evidence for continuing cross-domain impairment. Journal of Consulting and Clinical Psychology, 74(3), 489–499. doi:10.1037/0022-006X.74.3.489.
Hinshaw, S. P., Owens, E. B., Zalecki, C., Huggins, S. P., Montenegro-Nevado, A. J., Schrodek, E., & Swanson, E. N. (2012). Prospective follow-up of girls with attention-deficit/hyperactivity disorder into early adulthood: continuing impairment includes elevated risk for suicide attempts and self-injury. Journal of Consulting and Clinical Psychology, 80(6), 1041–1051. doi:10.1037/a0029451.
Hoeve, M., Dubas, J. S., Eichelsheim, V. I., Van Der Laan, P. H., Smeenk, W., & Gerris, J. R. M. (2009). The relationship between parenting and delinquency: a meta-analysis. Journal of Abnormal Child Psychology, 37(6), 749–775. doi:10.1007/s10802-009-9310-8.
Insel, T., Cuthbert, B., Garvey, M., Heinssen, R., Pine, D. S., Quinn, K., & Wang, P. (2010). Research Domain Criteria (RDoC): toward a new classification framework for research on mental disorders. American Journal of Psychiatry, 167(7), 748–751. doi:10.1176/appi.ajp.2010.09091379.
Jensen, P. S. (2003). Comorbidity and child psychopathology: recommendations for the next decade. Journal of Abnormal Child Psychology, 31(3), 293–300. doi:10.1023/A:1023281513936.
Kessler, R. C., Berglund, P., Demler, O., Jin, R., Merikangas, K. R., & Walters, E. E. (2005a). Lifetime prevalence and age-of-onset distributions of DSM-IV disorders in the national comorbidity survey replication. Archives of General Psychiatry, 62(6), 593–602.
Kessler, R. C., Chiu, W. T., Demler, O., & Walters, E. (2005b). Prevalence, severity, and comorbidity of 12-month DSM-IV disorders in the national comorbidity survey replication. Archives of General Psychiatry, 62(6), 617–627. doi:10.1001/archpsyc.62.6.617.
Krueger, R. F., Markon, K. E., Patrick, C. J., & Iacono, W. G. (2005). Externalizing psychopathology in adulthood: a dimensional-spectrum conceptualization and its implications for DSM–V. Journal of Abnormal Psychology, 114(4), 537–550. doi:10.1037/0021-843X.114.4.537.
Krueger, R. F., Markon, K. E., Patrick, C. J., Benning, S. D., & Kramer, M. D. (2007). Linking antisocial behavior, substance use, and personality: an integrative quantitative model of the adult externalizing spectrum. Journal of Abnormal Psychology, 116(4), 645–666. doi:10.1037/0021-843X.116.4.645.
Kuja-Halkola, R., Lichtenstein, P., D’Onofrio, B. M., & Larsson, H. (2015). Codevelopment of ADHD and externalizing behavior from childhood to adulthood. Journal of Child Psychology and Psychiatry, 56(6), 640–647. doi:10.1111/jcpp.12340.
Laird, R. D., Jordan, K. Y., Dodge, K. A., Pettit, G. S., & Bates, J. E. (2001). Peer rejection in childhood, involvement with antisocial peers in early adolescence, and the development of externalizing behavior problems. Development and Psychopathology, 13(2), 337–354. doi:10.1017/S0954579401002085.
Larsson, J.-O., Larsson, H., & Lichtenstein, P. (2004). Genetic and environmental contributions to stability and change of ADHD symptoms between 8 and 13 years of age: a longitudinal twin study. Journal of the American Academy of Child and Adolescent Psychiatry, 43(10), 1267–1275. doi:10.1097/01.chi.0000135622.05219.bf.
Lee, S. S., & Hinshaw, S. P. (2006). Predictors of adolescent functioning in girls with attention deficit hyperactivity disorder (ADHD): the role of childhood ADHD, conduct problems, and peer status. Journal of Clinical Child and Adolescent Psychology, 35(3), 356–368. doi:10.1207/s15374424jccp3503_2.
Leve, L. D., Kim, H. K., & Pears, K. C. (2005). Childhood temperament and family environment as predictors of internalizing and externalizing trajectories from ages 5 to 17. Journal of Abnormal Child Psychology, 33(5), 505–520. doi:10.1007/s10802-005-6734-7.
Loeber, R., & Hay, D. (1997). Key issues in the development of aggression and violence from childhood to early adulthood. Annual Review of Psychology, 48, 371–410. doi:10.1146/annurev.psych.48.1.371.
Loeber, R., Green, S. M., Lahey, B. B., & Stouthamer-Loeber, M. (1991). Differences and similarities between children, mothers, and teachers as informants on disruptive child behavior. Journal of Abnormal Child Psychology, 19(1), 75–95.
Loeber, R., Farrington, D. P., Stouthamer-Loeber, M., & Van Kammen, W. B. (1998). Antisocial behavior and mental health problems: Explanatory factors in childhood and adolescence. Mahwah: Lawrence Erlbaum Associates.
Loeber, R., Burke, J. D., & Pardini, D. A. (2009). Development and etiology of disruptive and delinquent behavior. Annual Review of Clinical Psychology, 5, 291–310. doi:10.1146/annurev.clinpsy.032408.153631.
Miller, M., Loya, F., & Hinshaw, S. P. (2013). Executive functions in girls with and without childhood ADHD: developmental trajectories and associations with symptom change. Journal of Child Psychology and Psychiatry, 54(9), 1005–1015. doi:10.1111/jcpp.12074.
Moffitt, T. E., & Caspi, A. (2001). Childhood predictors differentiate life-course persistent and adolescence-limited antisocial pathways among males and females. Development and Psychopathology, 13(2), 355–375.
Moffitt, T. E., Caspi, A., Rutter, M., & Silva, P. (2001). Sex differences in antisocial behaviour: Conduct disorder, delinquency and violence in the Dunedin Longitudinal Study. New York: Cambridge University Press.
Molina, B. S. G., Hinshaw, S. P., Swanson, J. M., Arnold, L. E., Vitiello, B., Jensen, P. S., & Houck, P. R. (2009). The MTA at 8 years: prospective follow-up of children treated for combined-type ADHD in a multisite study. Journal of the American Academy of Child & Adolescent Psychiatry, 48(5), 484–500. doi:10.1097/CHI.0b013e31819c23d0.
Murray, J., & Farrington, D. P. (2010). Risk factors for conduct disorder and delinquency: key findings from longitudinal studies. Canadian Journal of Psychiatry, 55(10), 633–642.
Neuhaus, E., & Beauchaine, T. P. (in press). Impulsivity and vulnerability to psychopathology. In T. P. Beauchaine & S. P. Hinshaw (Eds.), Child and adolescent psychopathology (3rd ed.). Hoboken, NJ: Wiley.
Okado, Y., & Bierman, K. L. (2014). Differential risk for late adolescent conduct problems and mood dysregulation among children with early externalizing behavior problems. Journal of Abnormal Child Psychology, 43(4), 735–747. doi:10.1007/s10802-014-9931-4.
Owens, E. B., & Hinshaw, S. P. (2016). Childhood conduct problems and young adult outcomes among women with childhood attention-deficit/hyperactivity disorder (ADHD). Journal of Abnormal Psychology, 125(2), 220–232. doi:10.1037/abn0000084.
Patterson, G. R. (2002). The early development of coercive family process. In J. B. Reid, G. R. Patterson, & J. Snyder (Eds.), Antisocial behavior in children and adolescents: A developmental analysis and model for intervention (pp. 25–44). Washington, DC: American Psychological Association. doi:10.1037/10468-002.
Pelham, W. E., Foster, E. M., & Robb, J. A. (2007). The economic impact of attention-deficit/hyperactivity disorder in children and adolescents. Ambulatory Pediatrics, 7(1S), 121–131. doi:10.1016/j.ambp.2006.08.002.
Pettit, G. S., Bates, J. E., & Dodge, K. A. (1997). Supportive parenting, ecological context, and children’s adjustment: a seven-year longitudianl study. Child Development, 68(5), 908–923.
Piacentini, J. C., Cohen, P., & Cohen, J. (1992). Combining discrepant diagnostic information from multiple sources: are complex algorithms better than simple ones? Journal of Abnormal Child Psychology, 20(1), 51–63. doi:10.1007/BF00927116.
Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40(3), 879–891.
Rothbaum, F., & Weisz, J. R. (1994). Parental caregiving and child externalizing behavior in nonclinical samples: a meta-analysis. Psychological Bulletin, 116(1), 55–74. doi:10.1037/0033-2909.116.1.55.
Shaffer, D., Fisher, P., Lucas, C. P., Dulcan, M. K., & Schwab-Stone, M. E. (2000). NIMH Diagnostic Interview Schedule for Children Version IV (NIMH DISC-IV): description, differences from previous versions, and reliability of some common diagnoses. Journal of the American Academy of Child & Adolescent Psychiatry, 39(1), 28–38. doi:10.1097/00004583-200001000-00014.
Sibley, M. H., Pelham, W. E., Molina, B. S. G., Waschbusch, D. A., Gnagy, E. M., Babinski, D. E., & Biswas, A. (2010). Inconsistent self-report of delinquency by adolescents and young adults with ADHD. Journal of Abnormal Child Psychology, 38(5), 645–656. doi:10.1007/s10802-010-9404-3.
Swanson, J. M. (1992). School-based assessments and interventions for ADD students. Irvine: KC Publishing.
Thompson, A., Hollis, C., & Dagger, D. R. (2003). Authoritarian parenting attitudes as a risk for conduct problems. European Child & Adolescent Psychiatry, 12(2), 84–91. doi:10.1007/s00787-003-0324-4.
Tuvblad, C., Zheng, M., Raine, A., & Baker, L. A. (2009). A common genetic factor explains the covariation among ADHD ODD and CD symptoms in 9–10 year old boys and girls. Journal of Abnormal Child Psychology, 37(2), 153–167. JOUR. http://doi.org/10.1007/s10802-008-9278-9.
Wechsler, D. (1991). Wechsler intelligence scale for children (3rd ed.). New York: The Psychological Corporation.
Acknowledgments
We are grateful to the young women who have participated in our longitudinal study, as well as the many research assistants, graduate students and staff who have made this research possible. We also thank Elizabeth Owens, Ph.D., Allison Harvey, Ph.D., and Ann Kring, Ph.D.
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This research study was approved by UC Berkeley’s Committee for Protection of Human Subjects.
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This research was supported by funding from National Institute of Mental Health Grants R01 45064 (to S.P.H.) and T32 MH089919 (to S.I.A).
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Ahmad, S.I., Hinshaw, S.P. Attention-Deficit/Hyperactivity Disorder, Trait Impulsivity, and Externalizing Behavior in a Longitudinal Sample. J Abnorm Child Psychol 45, 1077–1089 (2017). https://doi.org/10.1007/s10802-016-0226-9
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DOI: https://doi.org/10.1007/s10802-016-0226-9