Abstract
Although research on cognitive control has addressed the effects that different forms of cognitive interference have on behavior and the activities of certain brain regions, until recently, the effects of interference on subjective experience have not been addressed. We demonstrate that, at the level of the individual trial, participants can reliably introspect the subjective aspects (e.g., perceptions of difficulty, competition, and control) of responding in interference paradigms. Similar subjective effects were obtained for both expressed and unexpressed (subvocalized) actions. Few participants discerned the source of these effects. These basic findings illuminate aspects of cognitive control and cognitive effort. In addition, these data have implications for the study of response interference in affect and self-control, and they begin to address theories regarding the function of consciousness.
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Baker, T. B., Piper, M. E., McCarthy, D. E., Majeskie, M. R., & Fiore, M. C. (2004). Addiction motivation reformulated: An affective processing model of negative reinforcement. Psychological Review, 111, 33–51.
Bargh, J. A., & Morsella, E. (2008). The unconscious mind. Perspectives on Psychological Science, 3, 73–79.
Bartley, S. H., & Chute, E. (1947). Fatigue and impairment in man. New York: McGraw-Hill.
Baumeister, R. F., Gailliot, M. T., & Tice, D. M. (2009). Free willpower: A limited resource theory of volition, choice, and self-regulation. In E. Morsella, J. A. Bargh, & P. M. Gollwitzer (Eds.), Oxford handbook of human action (pp. 487–508). New York: Oxford University Press.
Baumeister, R. F., & Vohs, K. D. (Eds.) (2004). Handbook of self-regulation: Research, theory, and applications. New York: Guilford.
Block, N. (2007). Consciousness, accessibility, and the mesh between psychology and neuroscience. Behavioral & Brain Sciences, 30, 481–548.
Botvinick, M. M. (2007). Conflict monitoring and decision making: Reconciling two perspectives on anterior cingulate function. Cognitive, Affective, & Behavioral Neuroscience, 7, 356–366.
Botvinick, M. M., Braver, T. S., Barch, D. M., Carter, C. S., & Cohen, J. D. (2001). Conflict monitoring and cognitive control. Psychological Review, 108, 624–652.
Brown, J. W., & Braver, T. S. (2005). Learned predictions of error likelihood in the anterior cingulate cortex. Science, 307, 1118–1121.
Buzsáki, G. (2006). Rhythms of the brain. New York: Oxford University Press.
Cohen, J. D., Dunbar, K., & McClelland, J. L. (1990). On the control of automatic processes: A parallel distributed processing account of the Stroop effect. Psychological Review, 97, 332–361.
Cohen, J. [D.], MacWhinney, B., Flatt, M., & Provost, J. (1993). PsyScope: An interactive graphic system for designing and controlling experiments in the psychology laboratory using Macintosh computers. Behavior Research Methods, Instruments, & Computers, 25, 257–271.
Coles, M. G. H., Gratton, G., Bashore, T. R., Eriksen, C. W., & Donchin, E. (1985). A psychophysiological investigation of the continuous flow model of human information processing. Journal of Experimental Psychology: Human Perception & Performance, 11, 529–553.
Corallo, G., Sackur, J., Dehaene, S., & Sigman, M. (2008). Limits on introspection: Distorted subjective time during the dual-task bottleneck. Psychological Science, 19, 1110–1117.
Crick, F., & Koch, C. (2003). A framework for consciousness. Nature Neuroscience, 6, 119–126.
Curtis, C. E., & D’Esposito, M. (2009). The inhibition of unwanted actions. In E. Morsella, J. A. Bargh, & P. M. Gollwitzer (Eds.), Oxford handbook of human action (pp. 72–97). New York: Oxford University Press.
Eriksen, B. A., & Eriksen, C. W. (1974). Effects of noise letters upon the identification of a target letter in a nonsearch task. Perception & Psychophysics, 16, 143–149.
Eriksen, C. W., & Schultz, D. W. (1979). Information processing in visual search: A continuous flow conception and experimental results. Perception & Psychophysics, 25, 249–263.
Fernandez-Duque, D., Baird, J. A., & Posner, M. I. (2000). Executive attention and metacognitive regulation. Consciousness & Cognition, 9, 288–307.
Fischer, T., Langner, R., Birbaumer, N., & Brocke, B. (2008). Arousal and attention: Self-chosen stimulation optimizes cortical excitability and minimizes compensatory effort. Journal of Cognitive Neuroscience, 20, 1443–1453.
Gazzaley, A., Cooney, J. W., Rissman, J., & D’Esposito, M. (2005). Top-down suppression deficit underlies working memory impairment in normal aging. Nature Neuroscience, 8, 1298–1300.
Gazzaley, A., & D’Esposito, M. (2007). Unifying prefrontal cortex function: Executive control, neural networks and top-down modulation. In B. L. Miller & J. L. Cummings (Eds.), The human frontal lobes: Functions and disorders (2nd ed., pp. 187–206). New York: Guilford.
Grahek, N. (2007). Feeling pain and being in pain (2nd ed.). Cambridge, MA: MIT Press.
Gray, J. A. (1995). The contents of consciousness: A neuropsychological conjecture. Behavioral & Brain Sciences, 18, 659–676.
Jackendoff, R. S. (1990). Consciousness and the computational mind. Cambridge, MA: MIT Press.
Jacoby, L. L., Kelley, C. M., & Dywan, J. (1989). Memory attributions. In H. L. Roediger III & F. I. M. Craik (Eds.), Varieties of memory and consciousness: Essays in honour of Endel Tulving (pp. 391–422). Hillsdale, NJ: Erlbaum.
Johnson, M. K., & Raye, C. L. (1981). Reality monitoring. Psychological Review, 88, 67–85.
Kahneman, D. (1973). Attention and effort. Englewood Cliffs, NJ: Prentice Hall.
Kang, Y. N., Morsella, E., Shamosh, N. A., Bargh, J. A., & Gray, J. R. (2008). The essence of subjective conflict during self-control: Neural correlates of sustaining incompatible intentions. Poster presented at the Annual Meeting of the Cognitive Neuroscience Society, San Francisco.
Lashley, K. S. (1951). The problem of serial order in behavior. In L. A. Jeffress (Ed.), Cerebral mechanisms in behavior: The Hixon symposium (pp. 112–146). New York: Wiley.
Libet, B. (2004). Mind time: The temporal factor in consciousness. Cambridge, MA: Harvard University Press.
Livnat, A., & Pippenger, N. (2006). An optimal brain can be composed of conflicting agents. Proceedings of the National Academy of Sciences, 103, 3198–3202.
MacLeod, C. M., & MacDonald, P. A. (2000). Interdimensional interference in the Stroop effect: Uncovering the cognitive and neural anatomy of attention. Trends in Cognitive Sciences, 4, 383–391.
Mayr, U. (2004). Conflict, consciousness, and control. Trends in Cognitive Sciences, 8, 145–148.
Mayr, U., Awh, E., & Laurey, P. (2003). Conflict adaptation effects in the absence of executive control. Nature Neuroscience, 6, 450–452.
McGuigan, F. J. (Ed.) (1966). Thinking: Studies of covert language processes. New York: Appleton-Century-Crofts.
McGurk, H., & MacDonald, J. (1976). Hearing lips and seeing voices. Nature, 264, 746–748.
Metcalfe, J., Funnell, M., & Gazzaniga, M. S. (1995). Right hemisphere memory superiority: Studies of a split-brain patient. Psychological Science, 6, 157–165.
Metcalfe, J., & Mischel, W. (1999). A hot/cool-system analysis of delay of gratification: Dynamics of willpower. Psychological Review, 106, 3–19.
Miller, N. E. (1959). Liberalization of basic S—R concepts: Extensions to conflict behavior, motivation, and social learning. In S. Koch (Ed.), Psychology: A study of a science. Study 1: Conceptual and systematic. Vol. 2: General systematic formulations, learning, and special processes (pp. 196–292). New York: McGraw-Hill.
Morsella, E. (2005). The function of phenomenal states: Supramodular interaction theory. Psychological Review, 112, 1000–1021.
Morsella, E. (2009). The mechanisms of human action: Introduction and background. In E. Morsella, J. A. Bargh, & P. M. Gollwitzer (Eds.), Oxford handbook of human action (pp. 1–32). New York: Oxford University Press.
Morsella, E., Gray, J. R., Krieger, S. C., & Bargh, J. A. (2009). The essence of conscious conflict: Subjective effects of sustaining incompatible intentions. Emotion, 9, 717–728.
Morsella, E., & Krauss, R. M. (2005). Muscular activity in the arm during lexical retrieval: Implications for gesture—speech theories. Journal of Psycholinguistic Research, 34, 415–427.
Morsella, E., Rigby, T., & Gazzaley, A. (2009). A working-memory version of the flanker task yields traditional perceptual- and responseinterference effects. Unpublished manuscript, San Francisco State University.
Mulert, C., Menzinger, E., Leicht, G., Pogarell, O., & Hegerl, U. (2005). Evidence for a close relationship between conscious effort and anterior cingulate cortex activity. International Journal of Psychophysiology, 56, 65–80.
Naccache, L., Dehaene, S., Cohen, L., Habert, M.-O., Guichart-Gomez, E., Galanaud, D., & Willer, J.-C. (2005). Effortless control: Executive attention and conscious feeling of mental effort are dissociable. Neuropsychologia, 43, 1318–1328.
Nagel, T. (1974). What is it like to be a bat? Philosophical Review, 83, 435–450.
Nisbett, R. E., & Wilson, T. D. (1977). Telling more than we can know: Verbal reports on mental processes. Psychological Review, 84, 231–259.
Norman, D. A., & Shallice, T. (1980). Attention to action: Willed and automatic control of behavior. In R. J. Davidson, G. E. Schwartz, & D. Shapiro (Eds.), Consciousness and self-regulation (pp. 1–18). New York: Plenum.
Pickering, M., & Garrod, S. (in press). Prediction and embodiment in dialogue. European Journal of Social Psychology.
Preston, J., & Wegner, D. M. (2009). Elbow grease: When action feels like work. In E. Morsella, J. A. Bargh, & P. M. Gollwitzer (Eds.), Oxford handbook of human action (pp. 569–586). New York: Oxford University Press.
Roelofs, A., Meyer, A. S., & Levelt, W. J. M. (1995). Interaction between semantic and orthographic factors in conceptually driven naming: Comment on Starreveld and La Heij (1995). Journal of Experimental Psychology: Learning, Memory, & Cognition, 22, 246–251.
Rosen, Z. V., McGuire, J., & Botvinick, M. M. (2007). Is mental effort aversive? Some behavioral and psychophysiological evidence. Poster presented at the Annual Meeting of the Cognitive Neuroscience Society, New York.
Rosenbaum, D. A. (2005). The Cinderella of psychology: The neglect of motor control in the science of mental life and behavior. American Psychologist, 60, 308–317.
Roser, M., & Gazzaniga, M. S. (2004). Automatic brains—Interpretive minds. Current Directions in Psychological Science, 13, 56–59.
Sanders, A. F. (1983). Towards a model of stress and human performance. Acta Psychologica, 53, 61–97.
Simon, J. R., Hinrichs, J. V., & Craft, J. L. (1970). Auditory S—R compatibility: Reaction time as a function of ear—hand correspondence and ear—response-location correspondence. Journal of Experimental Psychology, 86, 97–102.
Stevens, S. S. (1956). The direct estimation of sensory magnitudes: Loudness. American Journal of Psychology, 69, 1–25.
Stroop, J. R. (1935). Studies of interference in serial verbal reactions. Journal of Experimental Psychology, 18, 643–662.
Tinbergen, N. (1952). Derived activities: Their causation, biological significance, origin, and emancipation during evolution. Quarterly Review of Biology, 27, 1–32.
van Veen, V., & Carter, C. S. (2006). Conflict and cognitive control in the brain. Current Directions in Psychological Science, 15, 237–240.
van Veen, V., Cohen, J. D., Botvinick, M. M., Stenger, V. A., & Carter, C. S. (2001). Anterior cingulate cortex, conflict monitoring, and levels of processing. NeuroImage, 14, 1302–1308.
Vygotsky, L. S. (1962). Thought and language (E. Hanfmann & G. Vakar, Eds. & Trans.). Cambridge, MA: MIT Press.
Wegner, D. M. (2002). The illusion of conscious will. Cambridge, MA: MIT Press.
Winkielman, P., Schwarz, N., Fazendeiro, T. A., & Reber, R. (2003). The hedonic marking of processing fluency: Implications for evaluative judgment. In J. Musch & K. C. Klauer (Eds.), The psychology of evaluation: Affective processes in cognition and emotion (pp. 189–217). Mahwah, NJ: Erlbaum.
Woodworth, R. S., & Schlosberg, H. (1954). Experimental psychology (Rev. ed.). New York: Holt, Rinehart & Winston.
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This research was supported by grants from the U.S. National Institutes of Health to E.M. (F32-MH69083) and to J.A.B. (R01-MH60767).
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Morsella, E., Wilson, L.E., Berger, C.C. et al. Subjective aspects of cognitive control at different stages of processing. Attention, Perception, & Psychophysics 71, 1807–1824 (2009). https://doi.org/10.3758/APP.71.8.1807
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DOI: https://doi.org/10.3758/APP.71.8.1807