Abstract
The domain of cognitive skills collectively referred to as executive function has intrigued and stymied researchers for the better part of a century. This chapter explores a distinction made within this general domain that has emerged only recently in the theoretical and empirical literature: hot vs. cool executive functions. Cool executive functions are defined as the goal-directed, future-oriented skills such as planning, inhibition, flexibility, working memory, and monitoring that are manifested under relatively decontextualized, nonemotional, and analytical testing conditions (e.g., Miyake, Freidman, Emerson, Witzki, & Howerter, 2000; Stuss & Benson, 1984; Welsh & Pennington, 1988). In contrast, hot executive functions are goal-directed, future-oriented cognitive processes elicited in contexts that engender emotion, motivation, and a tension between immediate gratification and long-term rewards (e.g., Zelazo & Muller, 2002; Zelazo, Qu, & Müller, 2005). Our examination of the validity of the hot/cool distinction in the context of developmental research is just one example of a burgeoning area of scientific inquiry into the intersection of cognition and emotion in the mental life and adaptive functioning of developing individuals. It is indeed startling that we are only beginning the discussion of the cognition-emotion intersection in executive functions given that arguably the most well-known case of frontal lobe damage could have served as a springboard to begin this inquiry more than 150 years ago. This story of Phineas Gage has provided a captivating opening for countless psychology chapters on the relationship between the brain and behavior; and yet until very recently, the central question that emerges from the study of frontal lobe damage—how does the prefrontal cortex contribute to cognition and emotion in the service of adaptive behavior—has been slighted.
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References
Abbott-Chapman, J., Denholm, C., & Wyld, C. (2008). Gender differences in adolescent risk taking: Are they diminishing?: An Australian intergenerational study. Youth & Society, 40, 131–154.
Anderson, V. (2002). Executive function in children: Introduction. Child Neuropsychology, 8, 69–70.
Anokhin, A. P., Golosheykin, S., Grant, J. D., & Heath, A. C. (2011). Heritability of delay discounting in adolescence: A longitudinal twin study. Behavior Genetics, 41(2), 175–183.
Atkinson, R. C., & Shiffrin, R. M. (1968). Human memory: A proposed system and its control processes. In K. Spence & J. T. Spence (Eds.), The psychology of learning and motivation (Vol. 2, pp. 89–1952). New York: Academic.
Bechara, A. (2004). The role of emotion in decision making: Evidence from neurological patients with orbitofrontal damage. Brain and Cognition, 55, 30–40.
Bechara, A., Damasio, H., & Damasio, A. R. (2000). Emotion, decision-making, and the orbitofrontal cortex. Cerebral Cortex, 10, 295–307.
Bechara, A., Damásio, A. R., Damásio, H., & Anderson, S. W. (1994). Insensitivity to future consequences following damage to human prefrontal cortex. Cognition, 50(1–3), 7–15.
Beer, J. S. (2006). Orbitofrontal cortex and social regulation. In J. T. Cacioppa, P. S. Visser, & C. L. Picket (Eds.), Social neuroscience: People thinking about thinking people (pp. 153–166). Cambridge: MIT Press.
Best, J. R., & Miller, P. H. (2010). A developmental perspective on executive function. Child Development, 81(6), 1641–1660.
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.
Brookshire, B., Levin, H. S., Song, J. X., & Zhang, L. (2004). Components of executive function in typically developing and head-injured children. Developmental Neuropsychology, 25, 61–83.
Carlson, S. M. (2005). Developmentally sensitive measures of executive function in preschool children. Developmental Neuropsychology, 28(2), 595–616.
Carlson, S. M., Davis, A. C., & Leach, J. G. (2005). Less is more: Executive function and symbolic representation in preschool children. Psychological Science, 16(8), 609–616.
Carlson, S. M., & Wang, T. S. (2007). Inhibitory control and emotion regulation in preschool children. Cognitive Development, 22, 489–510.
Casey, B. J., Somerville, L. H., Gotlib, I. H., Ayduk, O., Franklin, N. T., Askren, M. K., et al. (2011). Behavioral and neural correlates of delay of gratification 40 years later. Proceedings of the National Academy of Sciences, 108(36), 14998–15003.
Cheah, C. S. L., Trinder, K. M., & Govaki, T. N. (2010). Urban/rural gender differences among Canadian emerging adults. International Journal of Behavioral Development, 34, 339–344.
Chelune, G. J., & Baer, R. L. (1986). Developmental norms for the Wisconsin Card Sorting Test. Journal of Clinical and Experimental Neuropsychology, 8, 219–228.
Cohen, J. D., & Servan-Schreiber, D. (1992). Context, cortex, and dopamine: A connectionist approach to behavior and biology in schizophrenia. Psychological Review, 99, 45–77.
Crone, E. A. (2009). Executive functions in adolescence: Inferences from brain and behavior. Developmental Science, 12(6), 825–830.
Crone, E. A., Bullens, L., Van der Plas, A., Kijkuit, E. J., & Zelazo, P. D. (2008). Developmental changes and individual differences in risk and perspective taking in adolescence. Development and Psychopathology, 20, 1213–1229.
Crone, E. A., Bunge, S. A., Latenstein, H., & Van der Molen, M. (2005). Characterization of children’s decision making: Sensitivity to punishment frequency, not task complexity. Child Neuropsychology, 11, 245–263.
Crone, E. A., & Van der Molen, M. (2004). Developmental changes in real life decision making: Performance on gambling task previously shown to depend on the ventromedial prefrontal cortex. Developmental Neuropsychology, 25(3), 251–279.
Duckworth, A. I., & Seligman, M. E. P. (2005). Self-discipline outdoes IQ in predicting academic performance of adolescents. Psychological Science, 16(12), 939–944.
Duncan, J., & Owen, A.M. (2000). Common regions of the human frontal lobe recruited by diverse cognitive demands. Trends in Neurosciences, 23 (10), 475–483.
Duncan, J., Burgess, P., & Emslie, H. (1995). Fluid intelligence after frontal lobe lesions. Neuropsychologia, 33, 261–268.
Eshel, N., Nelson, E. E., Blair, R. J., Pine, D. S., & Ernst, M. (2007). Neural substrates of choice selection in adults and adolescent: Development of the ventrolateral prefrontal and anterior cingulate cortices. Neuropsychologia, 45, 1270–1279.
Espy, K. A., & Kaufmann, P. M. (2002). Individual differences in the development of executive function in children: Lessons from the delayed response and A-not-B tasks. In D. L. Molfese & V. J. Molfeses (Eds.), Developmental variations in learning: Applications to social, executive function, language, and reading skills (pp. 113–137). Mahwah, NJ: Lawrence Erlbaum.
Figner, B., Mackinlay, R. J., Wilkening, F., & Weber, E. U. (2009). Affective and deliberative processes in risky choice: Age differences in risk taking in the Columbia Card Task. Journal of Experimental Psychology, 35(3), 709–730.
Fuster, J.M. (1989). The prefrontal cortex (2nd Ed.). New York: Raven Pres.
Galvan, A., Hare, T. A., Parra, C. E., Penn, J., Voss, H., Glover, G., et al. (2006). Earlier development of the accumbens relative to orbitofrontal cortex might underlie risk-taking behavior in adolescents. The Journal of Neuroscience, 26(25), 6885–6892.
Garon, N., Bryson, S. E., & Smith, I. M. (2008). Executive function in preschoolers: A review using an integrative framework. Psychological Bulletin, 134(1), 31–60.
Giedd, J.N., Blumenthal, J., Jeffries, N.O., Castellanos, F.X., Liu, H., Zijdenbos, A., Paus, T., Evans, A.C., & Rapoport, J.L. (1999). Brain development during childhood and adolescence: a longitudinal MRI study. Nature Neuroscience, 2(10), 861–863.
Golden, C. J. (1981). The Luria-Nebraska Children’s Battery: Theory and formulation. In G. W. Hynd & J. E. Obrzut (Eds.), Neuropsychological assessment and the school-aged child (pp. 277–302). New York: Grune & Stratton.
Granié, M.-A. (2009). Effects of gender, sex-stereotype conformity, age and internalization on risk-taking among adolescent pedestrians. Safety Science, 47, 1277–1283.
Grant, D. A., & Berg, E. A. (1948). A behavioral analysis of reinforcement and ease of shifting to new responses in a Weigel-type card-sorting problem. Journal of Experimental Psychology, 38, 404–411.
Green, J., & Haidt, J. (2002). How (and where) does moral judgment? Trends in Cognitive Sciences, 6(12), 517–523.
Green, L., Fry, A. F., & Myerson, J. (1994). Discounting of delayed rewards: A life-span comparison. Psychological Science, 5(1), 33–36.
Green, L., Fry, A. F., & Myerson, J. (1994). Discounting of delayed rewards: A life-span comparison. Psychological Science, 5(1), 33–36.
Happaney, K., Zelazo, P. D., & Stuss, D. T. (2004). Development of orbitofrontal function: Current themes and future directions. Brain and Cognition, 55, 1–10.
Hongwanishkulh, 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(2), 617–644.
Hooper, C. J., Luciana, M., Conklin, H. M., & Yarger, R. S. (2004). Adolescents’ performance on the Iowa Gambling Task: Implications for the development of decision making and ventromedial prefrontal cortex. Developmental Psychology, 40(6), 1148–1158.
Huizinga, M., Dolan, C. V., & van der Molen, M. V. (2006). Age-related change in executive function: Developmental trends and a latent variable analysis. Neuropsychologia, 44, 2017–2036.
Kerr, A., & Zelazo, P. D. (2004). Development of “hot” executive function: The children’s gambling task. Brain and Cognition, 55, 148–157.
Kimberg, D. Y., & Farah, M. J. (1993). A unified account of cognitive impairments following frontal lobe damage: The role of working memory in complex, organized behavior. Journal of Experimental Psychology. General, 122, 411–428.
Kirby, K. N., Winston, G. C., & Santiesteban, M. (2005). Impatience and grades: Delay discount rates correlate negatively with college GPA. Learning and Individual Differences, 15, 213–222.
Kochanska, G. (1994). Beyond cognition: Expanding the search for the early roots of internalization and conscience. Developmental Psychology, 30, 20–22.
Kochanska, G. (1997). Multiple pathways to conscience for children with different temperaments: From toddlerhood to age 5. Developmental Psychology, 33, 228–240.
Kochanska, G. (2002). Committed compliance, moral self, and internalization: A mediational model. Developmental Psychology, 38, 339–351.
Kochanska, G., Aksan, N., Penney, S. J., & Doobay, A. F. (2007). Early positive emotionality as a heterogeneous trait: Implications for children’s self-regulation. Journal of Personality and Social Psychology, 93, 1054–1066.
Kollins, S. H. (2003). Delay discounting is associated with substance use in college students. Addictive Behaviors, 28, 1167–1173.
Kuczynski, L., & Kochanska, G. (1990). Development of children’s noncompliance strategies from toddlerhood to age 5. Developmental Psychology, 26, 398–408.
Kuczynski, L., Kochanska, G., Radke-Yarrow, M., & Girnius-Brown, O. (1987). A developmental interpretation of young children’s noncompliance. Developmental Psychology, 23, 799–806.
Lamm, C., Zelazo, P. D., & Lewis, M. D. (2006). Neural correlates of cognitive control in childhood and adolescence: Disentangling the contributions of age and executive function. Neuropsychologia, 44, 2139–2148.
Lehto, J. E., Juujärvi, P., Kooistra, L., & Pulkkinen, L. (2003). Dimensions of executive functioning: Evidence from children. The British Journal of Developmental Psychology, 21, 59–80.
Lewis, M. D., Lamm, C., Segalowitz, S. J., Stieben, J., & Zelazo, P. D. (2006). Neurophysiological correlates of emotion regulation in children and adolescents. Journal of Cognitive Neuroscience, 18(3), 430–443.
Lezak, M. D. (1995). Neuropsychological assessment (3rd ed.). New York: Oxford University Press.
Luciano, M. (2003). The neural and functional development of human prefrontal cortex. In M. de Haan & M. H. Johnson (Eds.), The cognitive neuroscience of development (pp. 157–180). New York: Psychology Press.
Luria, A. R. (1966). Higher cortical functions in man. New York: Basic.
Luria, A. R. (1973). The working brain. New York: Basic.
Metcalfe, J., & Mischel, W. (1999). A hot/cool-system analysis of delay of gratification: Dynamics of willpower. Psychological Review, 106(1), 3–19.
Miller, E. K., & Cohen, J. D. (2001). An integrative theory of prefrontal cortex function. Annual Review of Neuroscience, 24, 167–202.
Milner, B. (1963). Effects of different brain lesions on card sorting. Archives of Neurology, 9, 90–100.
Mischel, W., Ebbeson, E. B., & Ziess, A. R. (1972). Cognitive and attentional mechanisms in delay of gratification. Journal of Personality and Social Psychology, 16, 204–218.
Mischel, W., & Metzner, R. (1962). Preference for delayed reward as a function of age, intelligence, and length of delay interval. Journal of Abnormal and Social Psychology, 64(6), 425–431.
Mischel, W., Shoda, Y., & Peak, P. K. (1988). The nature of adolescent competencies predicted by preschool delay of gratification. Journal of Personality and Social Psychology, 54, 687–696.
Mischel, W., Shoda, Y., & Rodriguez, M. L. (1989). Delay of gratification in children. Science, 244(4907), 933–938.
Miyake, A., Freidman, N. P., Emerson, M. J., Witzki, A. H., & Howerter, A. (2000). The unity and diversity of executive functions and their contributions to complex “frontal lobe” tasks: A latent variable analysis. Cognitive Psychology, 41, 49–100.
Norman, D. A., & Shallice, T. (1986). Attention to action: Willed and automatic control of behavior. In R. J. Davidson, G. E. Schwartz, & D. Shapiro (Eds.), Consciousness and self-regulation. Advances in research and theory (Vol. 4, pp. 1–18). New York: Plenum.
O’Reilly, R. C. (2010). The what and how of prefrontal cortical organization. Trends in Neurosciences, 33(8), 355–361.
Overman, W. H., Bachevalier, J., Schuhmann, E., & Ryan, P. (1996). Cognitive gender differences in very young children parallel biologically based cognitive gender differences in monkeys. Behavioral Neuroscience, 110, 673–684.
Overman, W., Graham, L., Redmond, A., Eubank, R., & Boettcher, L. (2006). Contemplation of moral dilemmas eliminates sex differences on the Iowa Gambling Task. Behavioral Neuroscience, 120, 817–825.
Overman, W. H., Frassrand, K., Ansel, S., Trawalter, S., Bies, B., & Redmond, A. (2004). Performance on the IOWA card task by adolescents and adults. Neuropsychologia, 42, 1838–1851.
Peake, P. K., Hebl, M., & Mischel, W. (2002). Strategic attention deployment for delay of gratification in working and waiting situations. Developmental Psychology, 38(2), 313–326.
Perlman, S. B., & Pelphrey, K. A. (2011). Developing connections for affective regulation: Age-related changes in emotional brain connectivity. Journal of Experimental Child Psychology, 108, 607–620.
Pharo, H., Sim, C., Graham, M., Gross, J., & Hayne, H. (2011). Risky business: Executive function, personality, and reckless behavior during adolescence and emerging adulthood. Behavioral Neuroscience, 125, 970–978.
Piaget, J. (1972). Intellectual evolution from adolescence to adulthood. Human Development, 15, 1–12.
Piek, J. P., & Dyck, M. J. (2004). Sensory-motor deficits in children with developmental coordination disorder, attention deficit hyperactivity disorder and autistic disorder. Human Movement Science, 23(3–4), 475–488.
Prencipe, A., Kesek, A., Cohen, J., Lamm, C., Lewis, M. D., & Zelazo, P. D. (2011). Development of hot and cool executive function during the transition to adolescence. Journal of Experimental Child Psychology, 108, 621–637.
Pribram, K. H. (1969). The amnestic syndrome: Disturbances in coding? In G. A. Talland & N. C. Waugh (Eds.), The pathology of memory (pp. 127–157). New York: Academic.
Romine, C. B., & Reynolds, C. R. (2005). A model of the development of frontal lobe functioning: Findings from a meta-analysis. Applied Neuropsychology, 12, 190–201.
Shamosh, N. A., DeYoung, C. G., Green, A. E., Reis, D. L., Johnson, M. R., Conway, A. R. A., et al. (2008). Individual differences in delay discounting: Relation to intelligence, working memory, and anterior prefrontal cortex. Psychological Science, 19(9), 904–911.
Shamosh, N. A., & Gray, J. R. (2008). Delay discounting and intelligence: A meta-analysis. Intelligence, 36(4), 289–305.
Sowell, E.R., Thompson, P.M., Tessner, K.D., & Toga, A.W. (2001). Mapping Continued Brain Growth and Gray Matter Density Reduction in Dorsal Frontal Cortex: Inverse Relationships during Post-adolescent Brain Maturation. The Journal of Neuroscience, 21(22), 8819.
Steinberg, L. (2005). Cognitive and affective development in adolescence. Trends in Cognitive Science, 9(2), 69–74.
Stuss, D. T., & Benson, D. F. (1984). Neuropsychological studies of frontal lobes. Psychological Bulletin, 95, 3–28.
Tueber, H. L. (1964). The riddle of frontal lobe function in man. In J. Warren & K. Akert (Eds.), The frontal granular cortex and behavior (pp. 410–440). New York: McGraw-Hill.
Visser, J. (2003). Developmental coordination disorder: A review of research on subtypes and comorbidities. Human Movement Science, 22(3–4), 475–488.
Welsh, M. C. (2001). The prefrontal cortex and the development of executive functions. In A. Kalverboer & A. Gramsbergen (Eds.), Handbook of brain and behaviour development (pp. 767–789). The Netherlands: Kluwer.
Welsh, M. C., Friedman, S. L., & Spieker, S. J. (2006). Executive functions in developing children: Current conceptualizations and questions for the future. In K. McCartney & D. Phillips (Eds.), Blackwell handbook of early childhood development (pp. 167–187). Malden: Blackwell Publishing.
Welsh, M. C., & Pennington, B. F. (1988). Assessing frontal lobe functioning in children: Views from developmental psychology. Developmental Neuropsychology, 4, 199–230.
Welsh, M. C., Pennington, B. F., & Groisser, D. B. (1991). A normative-developmental study of executive function: A window on prefrontal function in children. Developmental Neuropsychology, 7, 131–149.
White, J. L., Moffitt, T. E., Caspi, A., Bartusch, D. J., Needles, D. J., & Stouthamer-Loeber, M. (1994). Measuring impulsivity and examining its relationship to delinquency. Journal of Abnormal Psychology, 103(2), 192–205.
Willoughby, M., Kupersmidt, J., Voegler-Lee, M., & Bryant, D. (2011). Contributions of hot and cool self-regulation to preschool disruptive behavior and academic achievement. Developmental Neuropsychology, 36(2), 162–180.
Zajonc, R. B. (1980). Feeling and thinking: Preferences need no inferences. American Psychologist, 35(2), 151–175.
Zelazo, P. D., Craik, F. I. M., & Booth, L. (2004). Executive function across the life span. Acta Psychologica, 115, 167–183.
Zelazo, P. D., & Frye, D. (1998). Cognitive complexity and control: II. The development of executive function in children. Current Directions in Psychological Science, 7, 121–126.
Zelazo, P. D., & Muller, U. (2002). Executive function in typical and atypical development. In U. Goswami (Ed.), Blackwell handbook of childhood cognitive development. Oxford: Blackwell Publishers.
Zelazo, P. D., Qu, L., & Müller, U. (2005). Hot and cool aspects of executive function: Relations in early development. In W. Schneider, R. Schumann-Hengsteler, & B. Sodian (Eds.), Young children’s cognitive development: Interrelationships among executive functioning, working memory, verbal ability, and theory of mind (pp. 71–93). Mahwah, NJ: Lawrence Erlbaum.
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Peterson, E., Welsh, M.C. (2014). The Development of Hot and Cool Executive Functions in Childhood and Adolescence: Are We Getting Warmer?. In: Goldstein, S., Naglieri, J. (eds) Handbook of Executive Functioning. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-8106-5_4
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