Fast or Rational? A Response-Times Study of Bayesian Updating
Published Online:23 Oct 2013https://doi.org/10.1287/mnsc.2013.1793
References
- (2008) Motivation and volition in the course of action. Heckhausen J, Heckhausen H, eds. Motivation and Action (Cambridge University Press, Cambridge, UK), 272–295.Crossref, Google Scholar
- (2013) The neural basis of belief updating and rational decision making. Soc. Cognitive Affective Neurosci. Forthcoming.Google Scholar
- (1996) Exploring the central executive. Quart. J. Experiment. Psych.: Human Experiment. Psych. 49(1):5–28.Crossref, Google Scholar
- (2012) Working memory: Theories, models, and controversies. Annual Rev. Psych. 63:1–29.Crossref, Google Scholar
- (1989) Conditional automaticity: Varieties of automatic influences in social perception and cognition. Uleman JS, Bargh JA, eds. Unintended Thought (Guilford Press, New York), 3–51.Google Scholar
- (2000) The mind in the middle: A practical guide to priming and automaticity research. Reis HT, Judd CM, eds. Handbook of Research Methods in Social and Personality Psychology (Cambridge University Press, New York), 253–285.Google Scholar
- (1988) Outcome bias in decision evaluation. J. Personality Soc. Psych. 54(4):569–579.Crossref, Google Scholar
- (2009) Responding to subliminal cues: Do if-then plans cause action preparation and initiation without conscious intent? Soc. Cognition 27(2):183–201.Crossref, Google Scholar
- (2005) Modeling internal commitment mechanisms and self-control: A neuroeconomics approach to consumption-saving decisions. Games Econom. Behav. 52(2):460–492.Crossref, Google Scholar
- (2004) Addiction and cue-triggered decision processes. Amer. Econom. Rev. 94(5):1558–1590.Crossref, Google Scholar
- (2003) Don't trust your gut. Harvard Bus. Rev. (May):116–124.Google Scholar
- (1997) Learning through reinforcement and replicator dynamics. J. Econom. Theory 77(1):1–14.Crossref, Google Scholar
- (2001) Conflict monitoring and cognitive control. Psych. Rev. 108(3):624–652.Crossref, Google Scholar
- (1987) Do biases in probability judgment matter in markets? Experimental evidence. Amer. Econom. Rev. 77(5):981–997.Google Scholar
- (1999) The effects of financial incentives in experiments: A review and capital-labor-production framework. J. Risk Uncertainty 19(1–3):7–42.Crossref, Google Scholar
- (2011) Being of two minds: An ultimatum experiment investigating affective processes. J. Econom. Psych. 32:940–950.Crossref, Google Scholar
- (2005) When optimal choices feel wrong: A laboratory study of Bayesian updating, complexity, and affect. Amer. Econom. Rev. 95(4):1300–1309.Crossref, Google Scholar
- (2009) Rational and mechanistic perspectives on reinforcement learning. Cognition 113(3):350–364.Crossref, Google Scholar
- (2006) Automatic-heuristic and executive-analytic processing during reasoning: Chronometric and dual-task considerations. Quart. J. Experiment. Psych. 59(6):1070–1100.Crossref, Google Scholar
- (2008) Conflict monitoring in dual process theories of thinking. Cognition 106(3):1248–1299.Crossref, Google Scholar
- (2008) How near-misses influence decision making under risk: A missed opportunity for learning. Management Sci. 54(8):1425–1440.Link, Google Scholar
- (1995) Are people Bayesian? Uncovering behavioral strategies. J. Amer. Statist. Assoc. 90(432):1137–1145.Crossref, Google Scholar
- (2005) On adaptation, maximization, and reinforcement learning among cognitive strategies. Psych. Rev. 112(4):912–931.Crossref, Google Scholar
- (1998) Predicting how people play games: Reinforcement learning in experimental games with unique, mixed strategy equilibria. Amer. Econom. Rev. 88(4):848–881.Google Scholar
- (2008) Base rates: How to make the intuitive mind appreciate or neglect them. Plessner H, Betsch C, Betsch T, eds. Intuition in Judgment and Decision Making (Lawrence Erlbaum, Hillsdale, NJ), 135–148.Google Scholar
- (2008) Dual-processing accounts of reasoning, judgment, and social cognition. Annual Rev. Psych. 59:255–278.Crossref, Google Scholar
- (2013) Dual-process theories of higher cognition: Advancing the debate. Perspect. Psych. Sci. 8(3):223–241.Crossref, Google Scholar
- (2006) Automatic and controlled components of judgment and decision making. J. Personality Soc. Psych. 91(5):797–813.Crossref, Google Scholar
- (2009) Induction: From simple categorization to higher-order inference problems. Strack F, Förster J, eds. Social Cognition. The Basis of Human Interaction (Psychology Press, Taylor and Francis, New York), 93–120.Google Scholar
- (2000) A sampling approach to biases in conditional probability judgments: Beyond base rate neglect and statistical format. J. Experiment. Psych.: General 129(3):399–418.Crossref, Google Scholar
- (2006) A dual-self model of impulse control. Amer. Econom. Rev. 96(5):1449–1476.Crossref, Google Scholar
- (1996) Reasoning the fast and frugal way: Models of bounded rationality. Psych. Rev. 103(4):650–669.Crossref, Google Scholar
- (2005) Blink. The Power of Thinking Without Thinking (Little, Brown and Company, Boston).Google Scholar
- (2010) Foundations for Tracing Intuition (Psychology Press, New York).Google Scholar
- (1980) Bayes rule as a descriptive model: The representativeness heuristic. Quart. J. Econom. 95(3):537–557.Crossref, Google Scholar
- (1992) Testing Bayes rule and the representativeness heuristic: Some experimental evidence. J. Econom. Behav. Organ. 17(1):31–57.Crossref, Google Scholar
- (2006) Optimal predictions in everyday cognition. Psych. Sci. 17(9):767–773.Crossref, Google Scholar
- (2011) Predicting the future as Bayesian inference: People combine prior knowledge with observations when estimating duration and extent. J. Experiment. Psych.: General 140(4):725–743.Crossref, Google Scholar
- (2001) When to trust your gut. Harvard Bus. Rev. (February):51–65.Google Scholar
- (2004) Decisions from experience and the effect of rare events in risky choice. Psych. Rev. 15(8):534–539.Google Scholar
- (2001) Educating Intuition (University of Chicago Press, Chicago).Google Scholar
- (2002) The neural basis of human error processing: Reinforcement learning, dopamine, and the error-related negativity. Psych. Rev. 109(4):679–709.Crossref, Google Scholar
- (2004) Music, pandas, and muggers: On the affective psychology of value. J. Experiment. Psych.: General 133(1):23–30.Crossref, Google Scholar
- (2004) Maps of bounded rationality: Psychology for behavioral economics. Amer. Econom. Rev. 93(5):1449–1475.Crossref, Google Scholar
- (2011) Thinking, Fast and Slow (Farrar, Straus and Giroux, New York).Google Scholar
- (2009) Conditions for intuitive expertise: A failure to disagree. Amer. Psych. 64(6):515–526.Crossref, Google Scholar
- (1972) Subjective probability: A judgment of representativeness. Cognitive Psych. 3(3):430–454.Crossref, Google Scholar
- (2004) The Power of Intuition: How to Use Your Gut Feelings To Make Better Decisions at Work (Currency Books/Doubleday, New York).Google Scholar
- (2010) Visual fixations and the computation and comparison of value in simple choice. Nature Neuroscience 13(10):1292–1298.Crossref, Google Scholar
- (2013) Only one? The default interventionist perspective as a unimodel—Commentary on Evans & Stanovich (2013). Perspect. Psych. Sci. 8(3):242–247.Crossref, Google Scholar
- (2011) Intuitive and deliberate judgments are based on common principles. Psych. Rev. 118(1):97–109.Crossref, Google Scholar
- (1999) Persuasion by a single route: A view from the unimodel. Psych. Inquiry 10(2):83–109.Crossref, Google Scholar
- (1939) Field theory and experiment in social psychology. Amer. J. Sociol. 44:868–897.Crossref, Google Scholar
- (1991) Half a century of research on the stroop effect: An integrative review. Psych. Bull. 109(2):163–203.Crossref, Google Scholar
- McKinsey Quarterly (2010) When can you trust your gut? 2:58–67.Google Scholar
- (2005) Stochastic choice and the allocation of cognitive effort. Experiment. Econom. 8:369–388.Crossref, Google Scholar
- (2010) A dual system model of preferences under risk. Psych. Rev. 177(1):243–255.Crossref, Google Scholar
- (1960) Effects of range of payoffs as a variable in risk taking. J. Experiment. Psych. 60(5):306–309.Crossref, Google Scholar
- (1986) Attention to action: Willed and automatic control of behavior. Davidson RJ, Schwartz GE, Shapiro GE, eds. Consciousness and Self-Regulation; Advances in Research and Theory, Vol. 4 (Plenum Press, New York), 1–18.Crossref, Google Scholar
- (2007) Bayesian Rationality. The Probabilistic Approach to Human Reasoning (Oxford University Press, Oxford, UK).Crossref, Google Scholar
- (1996) Affect. Manstead ASR, Hewstone M, eds. Blackwell Encyclopedia of Social Psychology (Blackwell Publishers, Oxford, UK), 15–16.Google Scholar
- (2009) Fast or fair? A study of response times. Econom. Lett. 105(2):193–196.Crossref, Google Scholar
- (1978) A theory of memory retrieval. Psych. Rev. 85(2):59–108.Crossref, Google Scholar
- (2013) Parameter variability and distributional assumptions in the diffusion model. Psych. Rev. 120(1):281–292.Crossref, Google Scholar
- (1998) Modeling response times for two-choice decisions. Psych. Sci. 9(5):347–356.Crossref, Google Scholar
- (1995) Learning in extensive-form games: Experimental data and simple dynamic models in the intermediate terms. Games Econom. Behav. 8(1):164–212.Crossref, Google Scholar
- (2001) Money, kisses, and electric shocks: On the affective psychology of risk. Psych. Sci. 12(3):185–190.Crossref, Google Scholar
- (2007) Instinctive and cognitive reasoning: A study of response times. Econom. J. 117(523):1243–1259.Google Scholar
- (2008) Dual or unitary system? Two alternative models of decision making. Cognitive, Affective, Behav. Neuroscience 8(4):355–362.Crossref, Google Scholar
- (1998) Predictive reward signal of dopamine neurons. J. Neurophysiology 80(1):1–27.Crossref, Google Scholar
- (1996) The empirical case for two systems of reasoning. Psych. Bull. 119(1):3–22.Crossref, Google Scholar
- (2004) Reflective and impulsive determinants of social behavior. Personality Soc. Psych. Rev. 8(3):220–247.Crossref, Google Scholar
- (1935) Studies of interference in serial verbal reactions. J. Experiment. Psych. 35:643–662.Crossref, Google Scholar
- (1998) Reinforcement Learning: An Introduction (MIT Press, Cambridge, MA).Google Scholar
- (1981) An economic theory of self-control. J. Political Econom. 89(2):392–406.Crossref, Google Scholar
- (1911) Animal Intelligence: Experimental Studies (Macmillan Company, New York).Crossref, Google Scholar
- (1981) The framing of decisions and the psychology of choice. Science 211(4481):453–458.Crossref, Google Scholar
- (1983) Extensional versus intuitive reasoning: The conjunction fallacy in probability judgment. Psych. Rev. 90(4):293–315.Crossref, Google Scholar
- (2009) Mindful judgment and decision making. Annual Rev. Psych. 60:53–85.Crossref, Google Scholar
- (1993) Lottery choice: Incentives, complexity, and decision time. Econom. J. 103(421):1397–1417.Google Scholar
- (1994) On a lottery pricing anomaly: Time tells the tale. J. Risk Uncertainty 8:311–324.Google Scholar
- (2000) A violation of the monotonicity axiom: Experimental evidence on the conjunction fallacy. J. Econom. Behav. Organ. 41(3):263–276.Crossref, Google Scholar

