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Sequences of maladaptation: Preadolescent self-regulation, adolescent negative social interactions, and young adult psychopathology

Published online by Cambridge University Press:  12 December 2017

Odilia M. Laceulle ,
René Veenstra ,
Wilma A. M. Vollebergh  and
Johan Ormel
Odilia M. Laceulle*
Affiliation:
Utrecht University Tilburg University
René Veenstra
Affiliation:
University of Groningen
Wilma A. M. Vollebergh
Affiliation:
Utrecht University
Johan Ormel
Affiliation:
University of Groningen University Medical Center Groningen
*
Address correspondence and reprint requests to: Odilia M. Laceulle, Department of Developmental Psychology, Utrecht University, Heidelberglaan 1, 3584 CS Utrecht, The Netherlands; E-mail: o.m.laceulle@uu.nl.
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Abstract

This study aims to test whether adolescent negative social interactions mediate the relation between early adolescent self-regulatory capacities and young adult psychopathology, using a fully prospective mediation model. Data were derived from the Tracking Adolescents’ Individual Lives Survey, a large population cohort of Dutch adolescents (n = 962). At age 11, three indicators of self-regulation were assessed: low frustration, high effortful control, and high response inhibition. Negative social interactions between ages 11 and 22 were captured twice using the Event History Calendar. Psychopathology (i.e., internalizing and externalizing problems) was assessed at ages 11 and 22. Findings indicate that adolescents’ frustration and effortful control but not response inhibition assessed at age 11 are related to both internalizing and externalizing problems at age 22, after controlling for psychopathology at age 11, sex, and socioeconomic status. These associations were partly (about 22%) mediated by the negative social interactions adolescents experienced. Effect sizes were all modest. This study shows that self-regulation is related to subsequent psychopathology in part through its effect on negative social interactions, providing evidence for sequences of self-regulatory capacities, life experiences, and developmental outcomes.

Type
Regular Articles
Information
Development and Psychopathology , Volume 31 , Special Issue 1: The effect of maltreatment experiences on maltreating and dysfunctional parenting: A search for mechanisms , February 2019 , pp. 279 - 292
Copyright
Copyright © Cambridge University Press 2017 

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Footnotes

This research is part of the Tracking Adolescents’ Individual Lives Survey (TRAILS). Participating centers of TRAILS include various departments of the University Medical Center and University of Groningen, the Erasmus University Medical Center Rotterdam, the University of Utrecht, the Radboud Medical Center Nijmegen, and the Parnassia Bavo group, all in the Netherlands. TRAILS has been financially supported by various grants from the Netherlands Organization for Scientific Research, ZonMW, GB-MaGW, the Dutch Ministry of Justice, the European Science Foundation, BBMRI-NL, the participating universities, and the Accare Center for Child and Adolescent Psychiatry. We are grateful to all adolescents, their parents, and teachers who participated in this research, and to everyone who worked on this project and made it possible.

References

Achenbach, T. M. (1991). Manual for the Youth Self-Report and 1991 profile. Bulington, VT: University of Vermont, Department of Psychiatry.Google Scholar
Aldao, A., Nolen-Hoeksema, S., & Schweizer, S. (2010). Emotion-regulation strategies across psychopathology: A meta-analytic review. Clinical Psychology Review, 30, 217–237.Google Scholar
Allik, J., Laidra, K., Realo, A., & Pullmann, H. (2004). Personality development from 12 to 18 years of age: Changes in mean levels and structure of traits. European Journal of Personality, 18, 445–462.Google Scholar
Auerbach, R. P., Bigda-Peyton, J. S., Eberhart, N. K., Webb, C. A., & Ho, M. R. (2011). Conceptualizing the prospective relationship between social support, stress, and depressive symptoms among adolescents. Journal of Abnormal Child Psychology, 39, 475–487.Google Scholar
Bakker, M. P., Ormel, J., Verhulst, F. C., & Oldehinkel, A. J. (2010). Peer stressors and gender differences in adolescents’ mental health: The TRAILS study. Journal of Adolescent Health, 46, 444–450.Google Scholar
Bakker, M. P., Ormel, J., Verhulst, F. C., & Oldehinkel, A. J. (2011). Adolescent family adversity and mental health problems: The role of adaptive self-regulation capacities. The TRAILS study. Journal of Abnormal Child Psychology, 39, 341–350.Google Scholar
Bandura, A., Caprara, G. V., Barbaranelli, C., Gerbino, M., & Pastorelli, C. (2003). Role of affective self-regulatory efficacy in diverse spheres of psychosocial functioning. Child Development, 74, 769–782.Google Scholar
Baumeister, R. F., Vohs, K. D., & Tice, D. M. (2007). The strength model of self-control. Current Directions in Psychological Science, 16, 351–355.Google Scholar
Beauchaine, T. P., Gatzke-Kopp, L., & Mead, H. K. (2007). Polyvagal theory and developmental psychopathology: Emotion dysregulation and conduct problems from preschool to adolescence. Biological Psychology, 74, 174–184.Google Scholar
Belli, R. F., Shay, W. L., & Stafford, F. P. (2001). Event history calendars and question list surveys: A direct comparison of interviewing methods. Public Opinion Quarterly, 65, 45–74.Google Scholar
Bernstein, G. A., Borchardt, C. M., & Perwien, A. R. (1996). Anxiety disorders in children and adolescents: A review of the past 10 years. Journal of the American Academy of Child & Adolescent Psychiatry, 35, 1110–1119.Google Scholar
Boelema, S. R., Harakeh, Z., van Zandvoort, M. J., Reijneveld, S. A., Verhulst, F. C., Ormel, J., & Vollebergh, W. A. (2015). Adolescent heavy drinking does not affect maturation of basic executive functioning: Longitudinal findings from the TRAILS study. PLOS ONE, 10, e0139186.Google Scholar
Bogg, T., & Roberts, B. W. (2013). The case for conscientiousness: Evidence and implications for a personality trait marker of health and longevity. Annals of Behavioral Medicine, 45, 278–288.Google Scholar
Bongers, I. L., Koot, H. M., van der Ende, J., & Verhulst, F. C. (2003). The normative development of child and adolescent problem behavior. Journal of Abnormal Psychology, 112, 179.Google Scholar
Branje, S. J. T., van Lieshout, C. F. M., & Gerris, J. R. M. (2007). Big Five personality development in adolescence and adulthood. European Journal of Personality, 21, 45–62.Google Scholar
Brunnekreef, J., de Sonneville, L. M., Althaus, M., Minderaa, R. B., Oldehinkel, A. J., Verhulst, F. C., & Ormel, J. (2007). Information processing profiles of internalizing and externalizing behavior problems: Evidence from a population-based sample of preadolescents. Journal of Child Psychology and Psychiatry, 48, 185–193.Google Scholar
Buist, K. L., Deković, M., & Prinzie, P. (2013). Sibling relationship quality and psychopathology of children and adolescents: A meta-analysis. Clinical Psychology Review, 33, 97–106.Google Scholar
Bunge, S. A., & Wright, S. B. (2007). Neurodevelopmental changes in working memory and cognitive control. Current Opinion in Neurobiology, 17, 243–250.Google Scholar
Calkins, S. D., Gill, K. L., Johnson, M. C., & Smith, C. L. (1999). Emotional reactivity and emotional regulation strategies as predictors of social behavior with peers during toddlerhood. Social Development, 8, 310–334.Google Scholar
Caspi, A., Moffitt, T. E., Thornton, A., Freedman, D., Amell, J. W., Harrington, H., … Silva, P. A. (1996). The life history calendar: A research and clinical assessment method for collecting retrospective event-history data. International Journal of Methods in Psychiatric Research, 6, 101–114.Google Scholar
Caspi, A., Roberts, B. W., & Shiner, R. L. (2005). Personality development: Stability and change. Annual Review of Psychology, 56, 453–484.Google Scholar
Cicchetti, D., & Dawson, G. (2002). Editorial: Multiple levels of analysis. Development and Psychopathology, 14, 417–420.Google Scholar
Cicchetti, D., & Rogosch, F. A. (1996). Equifinality and multifinality in developmental psychopathology. Development and Psychopathology, 8, 597–600.Google Scholar
Cicchetti, D., & Schneider-Rosen, K. (1986). An organizational approach to childhood depression. In Rutter, M., Izard, C., & Read, P. (Eds.), Depression in young people: Developmental and clinical perspectives (pp. 71–134). New York: Guilford Press.Google Scholar
Cohen, J. (1992). A power primer. Psychological Bulletin, 112, 155–159.Google Scholar
Cole, P. M., Martin, S. E., & Dennis, T. A. (2004). Emotion regulation as a scientific construct: Methodological challenges and directions for child development research. Child Development, 75, 317–333.Google Scholar
Cole, P. M., Zahn-Waxler, C., Fox, N. A., Usher, B. A., & Welsh, J. D. (1996). Individual differences in emotion regulation and behavior problems in preschool children. Journal of Abnormal Psychology, 105, 518.Google Scholar
Coyne, J. C., & Downey, G. (1991). Social factors and psychopathology: Stress, social support, and coping processes. Annual Review of Psychology, 42, 401–425.Google Scholar
Crockett, L. J., Carlo, G., Wolff, J. M., & Hope, M. O. (2013). The role of pubertal timing and temperamental vulnerability in adolescents’ internalizing symptoms. Development and Psychopathology, 25, 377–389.Google Scholar
Dalley, J., & Roiser, J. (2012). Dopamine, serotonin and impulsivity. Neuroscience, 215, 42–58.Google Scholar
Dawes, M. A., Tarter, R. E., & Kirisci, L. (1997). Behavioral self-regulation: Correlates and 2 year follow-ups for boys at risk for substance abuse. Drug and Alcohol Dependence, 45, 165–176.Google Scholar
Denissen, J. J., van Aiken, M. A., Penke, L., & Wood, D. (2013). Self-regulation underlies temperament and personality: An integrative developmental framework. Child Development Perspectives, 7, 255–260.Google Scholar
de Sonneville, L. (1999). Amsterdam neuropsychological tasks: A computer-aided assessment program. Computers in Psychology, 6, 187–203.Google Scholar
DeWall, C. N., Baumeister, R. F., & Vohs, K. D. (2008). Satiated with belongingness? Effects of acceptance, rejection, and task framing on self-regulatory performance. Journal of Personality and Social Psychology, 95, 13–67.Google Scholar
de Winter, A. F., Oldehinkel, A. J., Veenstra, R., Brunnekreef, J. A., Verhulst, F. C., & Ormel, J. (2005). Evaluation of non-response bias in mental health determinants and outcomes in a large sample of pre-adolescents. European Journal of Epidemiology, 20, 173–181.Google Scholar
Diamond, A., Barnett, W. S., Thomas, J., & Munro, S. (2007). Preschool program improves cognitive control. Science, 318, 1387–1388.Google Scholar
Duckworth, A. L., & Kern, M. L. (2011). A meta-analysis of the convergent validity of self-control measures. Journal of Research in Personality, 92, 1087–1102.Google Scholar
Ehrlich, K. B., Dykas, M. J., & Cassidy, J. (2012). Tipping points in adolescent adjustment: Predicting social functioning from adolescents’ conflict with parents and friends. Journal of Family Psychology, 26, 776.Google Scholar
Eisenberg, N. (2015). Self-regulation: Conceptual issues and relations to developmental outcomes in childhood and adolescence. In Oettingen, G., & Gollwitzer, P. M. (Eds.), Self-regulation in adolescence. Cambridge: Cambridge University Press.Google Scholar
Eisenberg, N., Cumberland, A., Spinrad, T. L., Fabes, R. A., Shepard, S. A., Reiser, M., … Guthrie, I. K. (2001). The relations of regulation and emotionality to children's externalizing and internalizing problem behavior. Child Development, 72, 1112–1134.Google Scholar
Eisenberg, N., Guthrie, I. K., Fabes, R. A., Shepard, S., Losoya, S., Murphy, B. C., … Reiser, M. (2000). Prediction of elementary school children's externalizing problem behaviors from attentional and behavioral regulation and negative emotionality. Child Development, 71, 1367–1382.Google Scholar
Eisenberg, N., Sadovsky, A., Spinrad, T. L., Fabes, R. A., Losoya, S. H., Valiente, C., … Shepard, S. A. (2005). The relations of problem behavior status to children's negative emotionality, effortful control, and impulsivity: Current relations and prediction of change. Developmental Psychology, 41, 193–211.Google Scholar
Eisenberg, N., Valiente, C., Spinrad, T. L., Cumberland, A., Liew, J., Reiser, M., … Losoya, S. H. (2009). Longitudinal relations of children's effortful control, impulsivity, and negative emotionality to their externalizing, internalizing and co-occuring behavior problems. Developmental Psychology, 45, 988–1008.Google Scholar
Farley, J. P., & Kim-Spoon, J. (2014). The development of adolescent self-regulation: Reviewing the role of parent, peer, friend, and romantic relationships. Journal of Adolescence, 37, 433–440.Google Scholar
Freedman, D., Thornton, A., Camburn, D., Alwin, D., & de Young, M. (1988). The life history calendar: A technique for collecting retrospective data. Sociological Methodology, 18, 37–68.Google Scholar
Furman, W., & Buhrmester, D. (1992). Age and sex differences in perceptions of networks of personal relationships. Child Development, 63, 103–115.Google Scholar
Furman, W., & Shomaker, L. B. (2008). Patterns of interaction in adolescent romantic relationships: Distinct features and links to other close relationships. Journal of Adolescence, 31, 771–788.Google Scholar
Gross, J. J. (1998). The emerging field of emotion regulation: An integrative review. Review of General Psychology, 2, 271.Google Scholar
Hanish, L. D., Eisenberg, N., Fabes, R. A., Spinrad, T. L., Ryan, P., & Schmidt, S. (2004). The expression and regulation of negative emotions: Risk factors for young children's peer victimization. Development and Psychopathology, 16, 335–353.Google Scholar
Hankin, B. L., Abramson, L. Y., Moffitt, T. E., Silva, P. A., McGee, R., & Angell, K. E. (1998). Development of depression from preadolescence to young adulthood: Emerging gender differences in a 10-year longitudinal study. Journal of Abnormal Psychology, 107, 128–140.Google Scholar
Hartman, C. H. (2000). Dutch translation of the Early Adolescent Temperament Questionnaire. Unpublished manuscript, University of Groningen, Department of Psychiatry.Google Scholar
Helsen, M., Vollebergh, W., & Meeus, W. (2000). Social support from parents and friends and emotional problems in adolescence. Journal of Youth and Adolescence, 29, 319–335.Google Scholar
Hofmann, W., Schmeichel, B. J., & Baddeley, A. D. (2012). Executive functions and self-regulation. Trends in Cognitive Sciences, 16, 174–180.Google Scholar
Holmes, T. H., & Rahe, R. H. (1967). The social readjustment rating scale. Journal of Psychosomatic Research, 11, 213–218.Google Scholar
Jeronimus, B., Ormel, J., Aleman, A., Penninx, B., & Riese, H. (2013). Negative and positive life events are associated with small but lasting change in neuroticism. Psychological Medicine, 43, 2403–2415.Google Scholar
Kandler, C., Bleidorn, W., Riemann, R., Angleitner, A., & Spinath, F. M. (2012). Life events as environmental states and genetic traits and the role of personality: A longitudinal twin study. Behavior Genetics, 42, 57–72.Google Scholar
Karoly, P. (1993). Mechanisms of self-regulation: A systems view. Annual Review of Psychology, 44, 23–52.Google Scholar
Karreman, A., de Haas, S., van Tuijl, C., van Aken, M. A., & Deković, M. (2010). Relations among temperament, parenting and problem behavior in young children. Infant Behavior and Development, 33, 39–49.Google Scholar
Kendler, K. S., & Baker, J. H. (2007). Genetic influences on measures of the environment: A systematic review. Psychological Medicine, 37, 615–626.Google Scholar
Kim, J., & Cicchetti, D. (2010). Longitudinal pathways linking child maltreatment, emotion regulation, peer relations, and psychopathology. Journal of Child Psychology and Psychiatry, 51, 706–716.Google Scholar
Klahr, A. M., McGue, M., Iacono, W. G., & Burt, S. A. (2011). The association between parent–child conflict and adolescent conduct problems over time: Results from a longitudinal adoption study. Journal of Abnormal Psychology, 120, 46–56.Google Scholar
Laceulle, O. M., Jeronimus, B. F., van Aken, M. A. G., & Ormel, J. (2015). Why not everybody gets their fair share of stress: Adolescent's perceived relationship affection mediates associations between temperament and subsequent stressful social events. European Journal of Personality, 29, 125–137.Google Scholar
Laceulle, O. M., Nederhof, E., Karreman, A., Ormel, J., & van Aken, M. A. G. (2012). Stressful events and temperament change during early and middle adolescence: The TRAILS study. European Journal of Personality, 26, 276–284.Google Scholar
Laceulle, O. M., Ormel, J., Vollebergh, W. A. M., van Aken, M. A. G., & Nederhof, E. (2014). A test of the vulnerability model: Temperament and temperament change as predictors of future mental disorders. The TRAILS study. Journal of Child Psychology and Psychiatry, 55, 227–236.Google Scholar
Larsen, J. K., Vermulst, A. A., Geenen, R., van Middendorp, H., English, T., Gross, J. J., … Engels, R. C. (2013). Emotion regulation in adolescence: A prospective study of expressive suppression and depressive symptoms. Journal of Early Adolescence, 33, 184–200.Google Scholar
Lempers, J. D., & Clark-Lempers, D. S. (1992). Young, middle, and late adolescents’ comparisons of the functional importance of five significant relationships. Journal of Youth and Adolescence, 21, 53–96.Google Scholar
Li, X., Wong, W., Lamoureux, E. L., & Wong, T. Y. (2012). Are linear regression techniques appropriate for analysis when the dependent (outcome) variable is not normally distributed? Investigative Ophthalmology and Visual Science, 53, 3082–3083.Google Scholar
Lougheed, J. P., & Hollenstein, T. (2012). A limited repertoire of emotion regulation strategies is associated with internalizing problems in adolescence. Social Development, 21, 704–721.Google Scholar
Lüdtke, O., Roberts, B. W., Trautwein, U., & Nagy, G. (2011). A random walk down university avenue: Life paths, life events, and personality trait change at the transition to university life. Journal of Personality and Social Psychology, 101, 620–637.Google Scholar
Luna, B., Garver, K. E., Urban, T. A., Lazar, N. A., & Sweeney, J. A. (2004). Maturation of cognitive processes from late childhood to adulthood. Child Development, 75, 1357–1372.Google Scholar
Masuda, M., & Holmes, T. H. (1978). Life events: Perceptions and frequencies. Psychosomatic Medicine, 40, 236–261.Google Scholar
McKown, C., Gumbiner, L. M., Russo, N. M., & Lipton, M. (2009). Social-emotional learning skill, self-regulation, and social competence in typically developing and clinic-referred children. Journal of Clinical Child and Adolescent Psychology, 38, 858–871.Google Scholar
Moffitt, T. E., Arseneault, L., Belsky, D., Dickson, N., Hancox, R. J., Harrington, H., … Caspi, A. (2011). A gradient of childhood self-control predicts health, wealth, and public safety. Proceedings of the National Academy of Sciences, 108, 2693–2698.Google Scholar
Monroe, S. M. (2008). Modern approaches to conceptualizing and measuring human life stress. Annual Review of Clinical Psychology, 4, 33–52.Google Scholar
Muris, P., & Meesters, C. (2009). Reactive and regulative temperament in youths: Psychometric evaluation of the early adolescent temperament questionnaire—Revised. Journal of Psychopathology and Behavioral Assessment, 31, 7–19.Google Scholar
Murray, K. T., & Kochanska, G. (2002). Effortful control: Factor structure and relation to externalizing and internalizing behaviors. Journal of Abnormal Child Psychology, 30, 503–514.Google Scholar
Oldehinkel, A. J., Hartman, C. H., de Winter, A. F., Veenstra, R., & Ormel, J. (2004). Temperament profiles associated with internalizing and externalizing problems in preadolescence. Development and Psychopathology, 16, 421–440.Google Scholar
Oldehinkel, A. J., Hartman, C. H., Nederhof, E., Riese, H., & Ormel, J. (2011). Effortful control as predictor of adolescents’ psychological and physiological responses to a social stressor test. The TRAILS study. Development and Psychopathology, 23, 679–688.Google Scholar
Oldehinkel, A. J., Rosmalen, J. G., Buitelaar, J. K., Hoek, H. W., Ormel, J., Raven, D., … Hartman, C. A. (2015). Cohort profile update: The TRacking Adolescents’ Individual Lives Survey (TRAILS). International Journal of Epidemiology, 44, 76–76n.Google Scholar
Olson, S. L., Schilling, E. M., & Bates, J. E. (1999). Measurement of impulsivity: Construct coherence, longitudinal stability, and relationship with externalizing problems in middle childhood and adolescence. Journal of Abnormal Child Psychology, 27, 151–165.Google Scholar
Posner, M. I., & Rothbart, M. K. (2000). Developing mechanisms of self-regulation. Development and Psychopathology, 12, 427–441.Google Scholar
Pullmann, H., Raudsepp, L., & Allik, J. (2006). Stability and change in adolescents’ personality: A longitudinal study. European Journal of Personality, 20, 447–459.Google Scholar
Putnam, S. P., Ellis, L. K., & Rothbart, M. K. (2001). The structure of temperament from infancy through adolescence. In Eliasz, A. & Angleitner, A. (Eds.), Advances in research on temperament. Lengerich: Pabst.Google Scholar
Reynolds, B., Ortengren, A., Richards, J. B., & de Wit, H. (2006). Dimensions of impulsive behavior: Personality and behavioral measures. Personality and Individual Differences, 40, 305–315.Google Scholar
Roberts, B. W., & Bogg, T. (2004). A longitudinal study of the relationships between conscientiousness and the social-environmental factors and substance-use behaviors that influence health. Journal of Personality, 72, 325–354.Google Scholar
Roberts, B. W., Chernyshenko, O. S., Stark, S., & Goldberg, L. R. (2005). The structure of conscientiousness: An empirical investigation based on seven major personality questionnaires. Personnel Psychology, 58, 103–139.Google Scholar
Robins, R. W., John, O. P., Caspi, A., Moffitt, T. E., & Stouthamer-Loeber, M. (1996). Resilient, overcontrolled, and undercontrolled boys: Three replicable personality types. Journal of Personality and Social Psychology, 70, 157.Google Scholar
Rothbart, M. K., Ahadi, S. A., & Evans, D. E. (2000). Temperament and personality: Origins and outcomes. Journal of Personality and Social Psychology, 78, 122–135.Google Scholar
Scarr, S., & McCartney, K. (1983). How people make their own environments: A theory of genotype à environment effects. Child Development, 54, 424–435.Google Scholar
Singh, A. L., & Waldman, I. D. (2010). The etiology of associations between negative emotionality and childhood externalizing disorders. Journal of Abnormal Psychology, 119, 376–388.Google Scholar
Stevens, J. P. (2012). Applied multivariate statistics for the social sciences. New York: Routledge.Google Scholar
Thompson, R. A., Lewis, M. D., & Calkins, S. D. (2008). Reassessing emotion regulation. Child Development Perspectives, 2, 124–131.Google Scholar
Ursache, A., Blair, C., & Raver, C. C. (2012). The promotion of self-regulation as a means of enhancing school readiness and early achievement in children at risk for school failure. Child Development Perspectives, 6, 122–128.Google Scholar
Vasey, M. W., El-Hag, N., & Daleiden, E. L. (1996). Anxiety and the processing of emotionally threatening stimuli: Distinctive patterns of selective attention among high- and low-test-anxious children. Child Development, 67, 1173–1185.Google Scholar
Wang, Z., Deater-Deckard, K., Petrill, S. A., & Thompson, L. A. (2012). Externalizing problems, attention regulation, and household chaos: A longitudinal behavioral genetic study. Development and Psychopathology, 24, 755–769.Google Scholar
White, B. A., Jarrett, M. A., & Ollendick, T. H. (2013). Self-regulation deficits explain the link between reactive aggression and internalizing and externalizing behavior problems in children. Journal of Psychopathology and Behavioral Assessment, 35, 1–9.Google Scholar
Wills, T. A., & Bantum, E. O. (2012). Social support, self-regulation, and resilience in two populations: General-population adolescents and adult cancer survivors. Journal of Social and Clinical Psychology, 31, 568–592.Google Scholar
Wright, B. R. E., Caspi, A., Moffitt, T. E., & Silva, P. A. (1999). Low self-control, social bonds, and crime: Social causation, social selection, or both? Criminology, 37, 479–514.Google Scholar
Young, S. E., Friedman, N. P., Miyake, A., Willcutt, E. G., Corley, R. P., Haberstick, B. C., & Hewitt, J. K. (2009). Behavioral disinhibition: Liability for externalizing spectrum disorders and its genetic and environmental relation to response inhibition across adolescence. Journal of Abnormal Psychology, 118, 117–130.Google Scholar