Individual Differences in Uncertainty Tolerance Are not Associated With Cognitive Control Functions in the Flanker Task
Abstract
Abstract. Cognitive control refers to the ability to make correct decisions concurrent to distracting information, and to adapt to conflicting stimulus configurations, eventually promoting goal-directed behavior. Previous research has linked individual differences in cognitive control to psychopathological conditions such as anxiety. However, a link with uncertainty tolerance (UT) has not been tested so far, although both constructs describe cognitive and behavioral performance in ambiguous situations, thus they share some similarities. We probed cognitive control in web-based experimentation (jsPsych) with a simple flanker task (N = 111) and a version without confounds in episodic memory (N = 116). Both experiments revealed two well-established behavioral indices: congruency effects (CEs) and congruency-sequence effects (CSEs). Only small-to-zero correlations emerged between CEs, UT, and need for cognitive closure (NCC), a personality trait inversely related to UT. A subtle correlation (r = .18) was noted in Experiment 2 between NCC and CSE. Throughout, Bayesian analyses provided anecdotal-to-moderate evidence for the null-hypotheses.
References
2016). Conflict adaptation in schizophrenia: reviewing past and previewing future efforts. Cognitive Neuropsychiatry, 21, 197–212. https://doi.org/10.1080/13546805.2016.1167679
(1998). Worry: A cognitive phenomenon intimately linked to affective, physiological, and interpersonal behavioral processes. Cognitive Therapy and Research, 22, 561–576. https://doi.org/10.1023/A:1018790003416
(2001). Conflict monitoring and cognitive control. Psychological Review, 108, 624–652. https://doi.org/10.1037/0033-295X.108.3.624
(2013). Punishment sensitivity predicts the impact of punishment on cognitive control. PLoS One, 8, e74106. https://doi.org/10.1371/journal.pone.0074106
(2013). Cognitive control adjustments and conflict adaptation in major depressive disorder. Psychophysiology, 50, 711–721. https://doi.org/10.1111/psyp.12066
(2007). The hunt for the heffalump continues: Can trait and cognitive characteristics predict entrepreneurial orientation? Journal of Small Business Strategy, 18, 23–41.
(2004). Reinforcement sensitivity theory and personality. Neuroscience and Biobehavioral Reviews, 28, 317–332. https://doi.org/10.1016/j.neubiorev.2004.01.005
(2013). Evaluating Amazon’s Mechanical Turk as a tool for experimental behavioral research. PLoS One, 8, e57410. https://doi.org/10.1371/journal.pone.0057410
(2012). The relationship between self-report and lab task conceptualizations of impulsivity. Journal of Research in Personality, 46, 121–124. https://doi.org/10.1016/j.jrp.2011.11.005
(1999). Die Ungewißheitstoleranzskala: Skaleneigenschaften und Validierungsbefunde
([Tolerance of Ambiguity Scale: Scale characteristics and validity] . Hallesche Berichte zur Pädagogischen Psychologie, 25. Halle, Germany. Retrieved from http://hdl.handle.net/20.500.11780/9272015). jsPsych: A JavaScript library for creating behavioral experiments in a Web browser. Behavior Research Methods, 47, 1–12. https://doi.org/10.3758/s13428-014-0458-y
(2016). Psychophysics in a Web browser? Comparing response times collected with JavaScript and Psychophysics Toolbox in a visual search task. Behavior Research Methods, 48, 1–12. https://doi.org/10.3758/s13428-015-0567-2
(2015). Stimulus conflict triggers behavioral avoidance. Cognitive, Affective, & Behavioral Neuroscience, 15, 822–836. https://doi.org/10.3758/s13415-015-0355-6
(2017). Phasic valence and arousal do not influence post-conflict adjustments in the Simon task. Acta Psychologica, 174, 31–39. https://doi.org/10.1016/j.actpsy.2017.01.004
(2015). Flexible conflict management: Conflict avoidance and conflict adjustment in reactive cognitive control. Journal of Experimental Psychology: Learning, Memory, and Cognition, 41, 975–988. https://doi.org/10.1037/xlm0000089
(2012). Conflicts as aversive signals. Brain and Cognition, 78, 94–98. https://doi.org/10.1016/j.bandc.2011.12.003
(1998). Generalized anxiety disorder: A preliminary test of a conceptual model. Behaviour Research and Therapy, 36, 215–226. https://doi.org/10.1016/S0005-7967(97)00070-3
(2014a). The congruency sequence effect 3.0: A critical test of conflict adaptation. PLoS One, 9, e110462. https://doi.org/10.1371/journal.pone.0110462
(2014b). The heterogeneous world of congruency sequence effects: An update. Frontiers in Psychology, 5, 1001. https://doi.org/10.3389/fpsyg.2014.01001
(1963). Bayesian statistical inference for psychological research. Psychological Review, 70, 193–242. https://doi.org/10.1037/h0044139
(2008). Multiple conflict-driven control mechanisms in the human brain. Trends in Cognitive Sciences, 12, 374–380. https://doi.org/10.1016/j.tics.2008.07.001
(2005). Cognitive control mechanisms resolve conflict through cortical amplification of task-relevant information. Nature Neuroscience, 8, 1784–1790. https://doi.org/10.1038/nn1594
(1974). Effects of noise letters upon the identification of a target letter in a nonsearch task. Perception & Psychophysics, 16, 143–149. https://doi.org/10.3758/BF03203267
(2011). Common abnormalities and disorder-specific compensation during implicit regulation of emotional processing in generalized anxiety and major depressive disorders. The American Journal of Psychiatry, 168, 968–978. https://doi.org/10.1176/appi.ajp.2011.10091290
(2015). Individual differences in the context-dependent recruitment of cognitive control: Evidence from action versus state orientation. Journal of Personality, 83, 575–583. https://doi.org/10.1111/jopy.12140
(1994). Why do people worry? Personality and Individual Differences, 17, 791–802. https://doi.org/10.1016/0191-8869(94)90048-5
(1949). Intolerance of ambiguity as an emotional and perceptual personality variable. Journal of Personality, 18, 108–143. https://doi.org/10.1111/j.1467-6494.1962.tb02303.x
(2013). Tolerance of Ambiguity: A Review of the Recent Literature. Psychology, 4, 717–728. https://doi.org/10.4236/psych.2013.49102
(1995). Tolerance of ambiguity: A review of the concept, its measurement and applications. Current Psychology, 14, 179–199. https://doi.org/10.1007/BF02686907
(2014). Dysfunctions of decision-making and cognitive control as transdiagnostic mechanisms of mental disorders: Advances, gaps, and needs in current research. International Journal of Methods in Psychiatric Research, 23(Suppl 1), 41–57. https://doi.org/10.1002/mpr.1410
(1992). Optimizing the use of information: Strategic control of activation of responses. Journal of Experimental Psychology: General, 121, 480–506. https://doi.org/10.1037/0096-3445.121.4.480
(2000). The neuropsychology of anxiety. Oxford, UK: Oxford University Press.
(2015). Emotional foundations of cognitive control. Trends in Cognitive Sciences, 19, 126–132. https://doi.org/10.1016/j.tics.2015.01.004
(2016). The uncertainty of errors: Intolerance of uncertainty is associated with error-related brain activity. Biological Psychology, 113, 52–58. https://doi.org/10.1016/j.biopsycho.2015.11.007
(2017). Effector system-specific sequential modulations of congruency effects. Psychonomic Bulletin and Review. Advance online publication. https://doi.org/10.3758/s13423-017-1311-y
(2016). JASP. (Version 0.7.5.5) [Computer software]. Retrieved from https://jasp-stats.org/
. (1961). Theory of probability (3rd ed.). Oxford, UK: Oxford University Press.
(2012). Effortful control, depression, and anxiety correlate with the influence of emotion on executive attentional control. Biological Psychology, 91, 88–95. https://doi.org/10.1016/j.biopsycho.2012.04.007
(2008). An investigation of appraisals in individuals vulnerable to excessive worry: The role of intolerance of uncertainty. Cognitive Therapy and Research, 32, 619–638. https://doi.org/10.1007/s10608-007-9125-2
(1997). Behavioral expressions of intolerance of uncertainty in worry experimental findings. Behavior Modification, 21, 355–371. https://doi.org/0803973233
(2014). Sailing from the seas of chaos into the corridor of stability: Practical recommendations to increase the informational value of studies. Perspectives on Psychological Science, 9(3), 278–292. https://doi.org/10.1177/1745691614528520
(2013). Cognitive conflict adaptation in generalized anxiety disorder. Biological Psychology, 94, 408–418. https://doi.org/10.1016/j.biopsycho.2013.08.006
(2011). Cognitive control deficits in schizophrenia: mechanisms and meaning. Neuropsychopharmacology, 36, 316–338. https://doi.org/10.1038/npp.2010.156
(2012). Modulation of the conflict monitoring intensity: The role of aversive reinforcement, cognitive demand, and trait-BIS. Cognitive, Affective & Behavioral Neuroscience, 12, 287–307. https://doi.org/10.3758/s13415-012-0086-x
(2011). Intolerance of uncertainty and decisions about delayed, probabilistic rewards. Behavior Therapy, 42, 378–386. https://doi.org/10.1016/j.beth.2010.09.002
(2011). A tutorial on a practical Bayesian alternative to null-hypothesis significance testing. Behavior Research Methods, 43, 679–690. https://doi.org/10.3758/s13428-010-0049-5
(2003). Conflict adaptation effects in the absence of executive control. Nature Neuroscience, 6, 450–452. https://doi.org/10.1038/nn1051
(2012). To be sure, to be sure: Intolerance of uncertainty mediates symptoms of various anxiety disorders and depression. Behavior Therapy, 43, 533–545. https://doi.org/10.1016/j.beth.2011.02.007
(2007). The contributory role of worry in emotion generation and dysregulation in generalized anxiety disorder. Behaviour Research and Therapy, 45, 1735–1752. https://doi.org/10.1016/j.brat.2006.12.004
(2001). An integrative theory of prefrontal cortex function. Annual Review of Neuroscience, 24, 167–202. https://doi.org/10.1146/annurev.neuro.24.1.167
(2013). Mental chronometry and individual differences: Modeling reliabilities and correlations of reaction time means and effect sizes. Psychonomic Bulletin & Review, 20, 819–858. https://doi.org/10.3758/s13423-013-0404-5
(2015). Ad-hoc and context-dependent adjustments of selective attention in conflict control: An ERP study with visual probes. NeuroImage, 107, 76–84. https://doi.org/10.1016/j.neuroimage.2014.11.052
(2015). Targeting the biased brain: Non-invasive brain stimulation to ameliorate cognitive control. The Lancet Psychiatry, 2, 351–356. https://doi.org/10.1016/S2215-0366(15)00056-5
(2002). Standards for Internet-based experimenting. Experimental Psychology, 49, 243–256. https://doi.org/10.1027/1618-3169.49.4.243
(2003). One Hundred Years of Social Psychology Quantitatively Described. Review of General Psychology, 7(4), 331–363. https://doi.org/10.1037/1089-2680.7.4.331
(1990). Effects of risk and ambiguity on judgments of contingency relations and behavioral resource allocation decisions. Organizational Behavior and Human Decision Processes, 45, 85–110. https://doi.org/10.1016/0749-5978(90)90006-U
(2007). Kurz und gut: Eine deutsche Kurzskala zur Erfassung des Bedürfnisses nach kognitiver Geschlossenheit
([Short and good: A German short scale to measure need for cognitive closure] . Zeitschrift für Sozialpsychologie[Journal of Social Psychology] , 38, 153–161. https://doi.org/10.1024/0044-3514.38.3.1532014). Congruency sequence effect without feature integration and contingency learning. PLoS One, 9, e102337. https://doi.org/10.1016/j.actpsy.2014.03.004
(2016). Counteracting implicit conflicts by electrical inhibition of the prefrontal cortex. Journal of Cognitive Neuroscience, 28, 1737–1748. https://doi.org/10.1162/jocn
(1973). Interactive effects of ambiguity tolerance and task effort on dissonance reduction. Journal of Personality, 41, 224–233. https://doi.org/10.1111/j.1467-6494.1973.tb00090.x
(2013). Conflict-specific effects of accessory stimuli on cognitive control in the stroop task and the Simon task. Experimental Psychology, 60, 140–147. https://doi.org/10.1027/1618-3169/a000181
(2013). Domain-specific control mechanisms for emotional and nonemotional conflict processing. Cognition, 126, 234–245. https://doi.org/10.1016/j.cognition.2012.10.004
(2014). Behavioral components of impulsivity. Journal of Experimental Psychology: General, 143, 850–886. https://doi.org/10.1037/a0033981
(2002). Control over location-based response activation in the Simon task: Behavioral and electrophysiological evidence. Journal of Experimental Psychology: Human Perception and Performance, 28, 1345–1363. https://doi.org/10.1037/0096-1523.28.6.1345
(2016). Promises and pitfalls of Web-based experimentation in the advance of replicable psychological science: A reply to Plant (2015). Behavior Research Methods, 48, 1713–1717. https://doi.org/10.3758/s13428-015-0677-x
(2016). How to quantify the evidence for the absence of a correlation. Behavior Research Methods, 48, 413–426. https://doi.org/10.3758/s13428-015-0593-0
(1994). Individual differences in need for cognitive closure. Journal of Personality and Social Psychology, 67, 1049–1062. https://doi.org/10.1037/0022-3514.67.6.1049
(2014). Determinants of congruency sequence effects without learning and memory confounds. Journal of Experimental Psychology: Human Perception and Performance, 40, 2022–2037. https://doi.org/10.1037/a0037454
(2012). A default Bayesian hypothesis test for correlations and partial correlations. Psychonomic Bulletin & Review, 19, 1057–1064. https://doi.org/10.3758/s13423-012-0295-x
(2013). Cognitive bias modification and cognitive control training in addiction and related psychopathology: Mechanisms, clinical perspectives, and ways forward. Clinical Psychological Science, 1, 192–212. https://doi.org/10.1177/2167702612466547
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