Abstract
Effortful control (EC), the capacity to deliberately suppress a dominant response and perform a subdominant response, rapidly developing in toddler and preschool age, has been shown to be a robust predictor of children’s adjustment. Not settled, however, is whether a view of EC as a heterogeneous rather than unidimensional construct may offer advantages in the context of predicting diverse developmental outcomes. This study focused on the potential distinction between “hot” EC function (delay-of-gratification tasks that called for suppressing an emotionally charged response) and more abstract “cool” EC functions (motor inhibition tasks, suppressing-initiating response or Go-No Go tasks, and effortful attention or Stroop-like tasks). Children (N = 100) were observed performing EC tasks at 38 and 52 months. Mothers, fathers, and teachers rated children’s behavior problems and academic performance at 67, 80, and 100 months, and children participated in a clinical interview at 100 months. Structural Equation Modeling (SEM) analyses with latent variables produced consistent findings across all informants: Children’s scores in “hot” EC tasks, presumably engaging emotion regulation skills, predicted behavior problems but not academic performance, whereas their scores in “cool” EC tasks, specifically those engaging effortful attention, predicted academic performance but not behavior problems. The models of EC as a heterogeneous construct offered some advantages over the unidimensional models. Methodological and clinical implications of the findings are discussed.
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Allan, N. P., & Lonigan, C. J. (2011). Examining the dimensionality of effortful control in preschool children and its relation to academic and socioemotional indicators. Developmental Psychology, 47, 905–915.
American Psychiatric Association. (2000). (DSM-IV-TR) Diagnostic and Statistical Manual of Mental Disorders (4th ed.). Washington, DC: American Psychiatric Press, Inc.. text revision.
Arseneault, L., Kim-Cohen, J., Taylor, A., Caspi, A., & Moffitt, T. E. (2005). Psychometric evaluation of 5-and 7-year-old children’s self-reports of conduct problems. Journal of Abnormal Child Psychology, 33, 537–550.
Barkley, R. A. (1997). Behavioural inhibition, sustained attention, and executive functions: constructing a unifying theory of ADHD. Psychological Bulletin, 121, 65–94.
Bechara, A., Damasio, A. R., Damasio, H., & Anderson, S. W. (1994). Insensitivity to future consequences following damage to human prefrontal cortex. Cognition, 50, 7–15.
Bentler, P. M. (1990). Comparative fit indices in structural models. Psychological Bulletin, 107, 238–246.
Blair, C., & Razza, R. P. (2007). Relating effortful control, executive function, and false belief understanding to emerging math and literacy ability in kindergarten. Child Development, 78(2), 647–663.
Bollen, K. A. (1989). Structural equations with latent variables. New York: Wiley.
Boyce, W. T., Essex, M. J., Woodward, H. R., Measelle, J. R., Ablow, J. C., & Kupfer, D. J. (2002). The confluence of mental, physical, social and academic difficulties in middle childhood. I: exploring the “headwaters” of early life morbidities. Journal of the American Academy of Child and Adolescent Psychiatry, 41, 580–587.
Breton, J. J., Bergeron, L., Valla, J. P., Berthiaume, C., & Gaudet, N. (1999). Quebec Child Mental Health Survey: prevalence of DSM-III-R mental health disorders. Journal of Child Psychology and Psychiatry, 40, 375–384.
Brock, L. L., Rimm-Kaufman, S. E., Nathanson, L., & Grimm, K. J. (2009). The contributions of ‘hot’ and ‘cool’ executive function to children’s academic achievement, learning-related behaviors, and engagement in kindergarten. Early Childhood Research Quarterly, 24, 337–349.
Bush, G., Luu, P., & Posner, M. I. (2000). Cognitive and emotional influences in the anterior cingulated cortex. Trends in Cognitive Science, 4–6, 215–222.
Calkins, S. D., & Fox, N. A. (2002). Self-regulatory processes in early personality development: a multilevel approach to the study of childhood social withdrawal and aggression. Development and Psychopathology, 14, 477–498.
Carlson, S. M., & Moses, L. J. (2001). Individual differences in inhibitory control and children’s theory of mind. Child Development, 72, 1032–1053.
Caspi, A., & Shiner, R. L. (2006). Personality development. In W. Damon, R. Lerner, & N. Eisenberg (Eds.), Handbook of child psychology: Vol. 3. Social, emotional, and personality development (6th ed., pp. 300–365). New York: Wiley.
Cole, P. M., & Deater-Deckard, K. (2009). Emotion regulation, risk, and psychopathology. Journal of Child Psychology and Psychiatry, 50, 1327–1330.
Cole, P. M., Zahn-Waxler, C., & Smith, K. D. (1994). Expressive control during a disappointment: variations related to preschoolers’ behavior problems. Developmental Psychology, 30, 835–846.
Cole, P. M., Luby, J., & Sullivan, M. W. (2008). Emotions and the development of childhood depression: bridging the gap. Child Development Perspectives, 2, 141–148.
Denham, S. A., Warren-Khot, H. K., Bassett, H. H., Wyatt, T., & Perna, A. (2012). Factor structure of self-regulation in preschoolers: testing models of a field-based assessment for predicting early school readiness. Journal of Experimental Child Psychology, 111, 386–404.
Derryberry, D., & Rothbart, M. (1997). Reactive and effortful processes in the organization of temperament. Development and Psychopathology, 9(04), 633–652.
Duckworth, A. L., & Kern, M. L. (2011). A meta-analysis of the convergent validity of self-control measures. Journal of Research in Personality, 45, 25–268.
Eisenberg, N., Valiente, C., Fabes, R. A., Smith, C. L., Reiser, M., Shepard, S. A., Losoya, S. H., Guthrie, I. K., Murphy, B. C., & Cumberland, A. J. (2003). The relations of EC and ego-control to children’s resiliency and social functioning. Developmental Psychology, 39, 761–776.
Eisenberg, N., Champion, C., & Ma, Y. (2004). Emotion-related regulation: an emerging construct. Merrill-Palmer Quarterly, 50, 236–259.
Eisenberg, N., Spinrad, T. L., Fabes, R. A., Reiser, M., Cumberland, A., Shepard, S. A., Valiente, C., Losoya, S. H., Guthrie, I. K., & Thompson, M. (2004). The relations of EC and impulsivity to children’s resiliency and adjustment. Child Development, 75(1), 25–46.
Espy, K. A., Sheffield, T. D., Wiebe, S. A., Clark, C. A. C., & Moehr, M. J. (2011). Executive control and dimensions of problem behaviors in preschool children. Journal of Child Psychology and Psychiatry, 52, 33–46.
Essex, M. J., Boyce, W. T., Goldstein, L. H., Armstrong, J. M., Kraemer, H. C., & Kupfer, D. J. (2002). The confluence of mental, physical, social and academic difficulties in middle childhood. II: Developing the MacArthur Health and Behavior Questionnaire. Journal of the American Academy of Child and Adolescent Psychiatry, 41, 588–603.
Frick, P. J., & Morris, A. S. (2004). Temperament and developmental pathways to conduct problems. Journal of Clinical Child and Adolescent Psychology, 33, 55–68.
Gadow, K. D., & Sprafkin, J. (2002). Child Symptom Inventory-4: Screening and norms manual. Stony Brook: Checkmate Plus.
Gadow, K. D., Sprafkin, J., & Nolan, E. E. (2001). DSM-IV Symptoms in community and clinic preschool children. Journal of the American Academy of Child and Adolescent Psychiatry, 40, 1383–1392.
Gusdorf, L. M. A., Karreman, A., van Aken, M. A. G., Dekovic, M., & van Tuijl, C. (2011). The structure of effortful control in preschoolers and its relation to externalizing problems. British Journal of Developmental Psychology, 29, 612–634.
Hongwanishkul, D., Happaney, K. R., Lee, W. S. C., & Zelazo, P. D. (2005). Assessment of hot and cool executive function in young children: age-related changes and individual differences. Developmental Neuropsychology, 28, 617–644.
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1–55.
Huijbregts, S. C. J., Warren, A. J., de Sonneville, L. M. J., & Swaab-Barneveld, H. (2008). Hot and cool forms of inhibitory control and externalizing behavior in children of mothers who smoked during pregnancy: an exploratory study. Journal of Abnormal Child Psychology, 36(3), 323–333.
Keenan, K. (2000). Emotion dysregulation as a risk factor for child psychopathology. Clinical Psychology: Science and Practice, 7, 418–434.
Keenan, K., Hipwell, A. E., Hinze, A. E., & Babinski, D. E. (2009). The association of pain and depression in preadolescent girls: moderation by race and pubertal stage. Journal of Pediatric Psychology, 34, 727–737.
Kochanska, G., & Knaack, A. (2003). EC as a personality characteristic of young children: antecedents, correlates, and consequences. Journal of Personality, 71, 1087–1112.
Kochanska, G., Murray, K., & Coy, K. C. (1997). Inhibitory control as a contributor to conscience in childhood: from toddler to early school age. Child Development, 68, 263–277.
Kochanska, G., Murray, K. T., & Harlan, E. T. (2000). Effortful control in early childhood: continuity and change, antecedents, and implications for social development. Developmental Psychology, 36, 220–232.
Kochanska, G., Barry, R. A., Jimenez, N. B., Hollatz, A. L., & Woodard, J. (2009). Guilt and effortful control: two mechanisms that prevent disruptive developmental trajectories. Journal of Personality and Social Psychology, 97, 322–333.
Kopp, C. B. (1982). Antecedents of self-regulation: a developmental perspective. Developmental Psychology, 18, 199–214.
Krueger, R. F., Caspi, A., Moffitt, T. E., White, J., & Stouthamer-Loeber, M. (1996). Delay of gratification, psychopathology, and personality: is low self-control specific to externalizing problems? Journal of Personality, 64, 107–129.
Lan, X., Legare, C. H., Ponitz, C. C., Li, S., & Morrison, F. J. (2011). Investigating the links between the subcomponents of executive function and academic achievement: a cross-cultural analysis of Chinese and American preschoolers. Journal of Experimental Child Psychology, 108, 677–692.
Marsh, H. W., & Hocevar, D. (1988). A new, more powerful approach to multitrait-multimethod analyses: application of second-order confirmatory factor analysis. Journal of Applied Psychology, 73(1), 107–117.
Metcalfe, J., & Mischel, W. (1999). A hot/cool-system analysis of delay of gratification: dynamics of willpower. Psychological Review, 106, 3–19.
Muris, P., & Ollendick, T. H. (2005). The role of temperament in the etiology of child psychopathology. Clinical Child and Family Psychology Review, 8, 271–289.
Nigg, J. T. (2006). Temperament and developmental psychopathology. Journal of Child Psychology and Psychiatry, 47, 395–422.
Posner, M. I., & Rothbart, M. K. (2000). Developing mechanisms of self-regulation. Development and Psychopathology, 12, 427–441.
Rothbart, M. K., & Bates, J. E. (2006). Temperament. In W. Damon, R. Lerner, & N. Eisenberg (Eds.), Handbook of child psychology: Vol. 3. Social, emotional, and personality development (6th ed., pp. 99–166). New York: Wiley.
Rothbart, M. K., Ellis, L. K., & Posner, M. I. (2004). Temperament and self- regulation. In R. F. Baumeister & K. D. Vohs (Eds.), Handbook of self- regulation: Research, theory, and applications (pp. 357–370). New York: Guilford Press.
Rueda, C. (In press). Effortful control. In M. Zentner & R. Shiner (Eds.), The Handbook of Temperament. New York: Guilford Press.
Shoda, Y., Mischel, W., & Peake, P. K. (1990). Predicting adolescent cognitive and self-regulatory competencies from preschool delay of gratification: identifying diagnostic conditions. Developmental Psychology, 26, 978–986.
Sonuga-Barke, E. J. S., Dalen, L., Daley, D., & Remington, B. (2002). Are planning, working memory, and inhibition associated with individual differences in preschool ADHD symptoms? Developmental Neuropsychology, 21, 255–272.
Sprafkin, J., Gadow, K. D., Salisbury, H., Schneider, J., & Loney, J. (2002). Further evidence of reliability and validity of the Child Symptom Inventory-4: parent checklist in clinically referred boys. Journal of Clinical Child and Adolescent Psychology, 31, 513–524.
Steiger, J. H., & Lind, J. C. (1980, May). Statistically-Based Tests for the Number of Common Factors. Paper presented at the annual Spring meeting of the Psychometric Society, Iowa City, IA.
Sulik, M. J., Huerta, S., Zerr, A. A., Eisenberg, A., Spinrad, T. L., Valiente, C., Di Giunta, L., Pina, A. A., Eggum, N. D., Sallquist, D., Edwards, A., Kupfer, A., Lonigan, C. J., Phillips, B. M., Wilson, S. B., Clancy-Menchetti, J., Landry, S. H., Swank, P. R., Assel, M. A., & Taylor, H. B. (2010). The factor structure of effortful control and measurement invariance across ethnicity and sex in a high-risk sample. Journal of Psychopathology and Behavioral Assessment, 32, 8–22.
Thompson, R. A., Flood, M. F., & Lundquist, L. (1995). Emotional regulation and developmental psychopathology. In D. Cicchetti & S. Toth (Eds.), Rochester symposium on developmental psychopathology (Emotion, cognition, and representation, Vol. 6, pp. 261–299). Rochester: University of Rochester Press.
Valla, J. P. (2000). The Dominic Interactive: Instruction Manual. Montreal, QC: D.I.M.A.T. Inc.
Valla, J. P., Bergeron, L., & Smolla, N. (2000). The Dominic-R: a pictorial interview for 6- to 11-year-old children. Journal of the American Academy of Child and Adolescent Psychiatry, 39, 85–93.
Wiebe, S. A., Sheffield, T., Nelson, J. M., Clark, C. A. C., Chevalier, N., & Espy, K. A. (2011). The structure of executive function in 3-year-olds. Journal of Experimental Child Psychology, 108, 436–452.
Zelazo, P. D., & Müller, U. (2002). Executive function in typical and atypical development. In U. Goswami (Ed.), Handbook of childhood cognitive development (pp. 445–469). Oxford: Blackwell.
Acknowledgments
This research has been funded by the grants from NIMH, R01 MH63096 and K02 MH01446, and R01 HD069171 from NICHD to Grazyna Kochanska, who was also supported by the Stuit Professorship. We thank many individuals, including Jarilyn Akabogu, Jessica O’Bleness, and Robin Barry for help with data collection, coding, and file creation, and the parents and children in Family Study for their enthusiastic commitment to this research. The HBQ was made available free of charge by the John D. and Catherine T. MacArthur Foundation Research Network on Psychopathology and Development (David J. Kupfer, Network Chair).
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Kim, S., Nordling, J.K., Yoon, J.E. et al. Effortful Control in “Hot” and “Cool” Tasks Differentially Predicts Children’s Behavior Problems and Academic Performance. J Abnorm Child Psychol 41, 43–56 (2013). https://doi.org/10.1007/s10802-012-9661-4
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DOI: https://doi.org/10.1007/s10802-012-9661-4