Learning from feedback: exactingness and incentives.

In a series of five experiments, exactingness, or the extent to which deviations from optimal decisions are punished, is studied within the context of learning a repetitive decision-making task together with the effects of incentives. Results include the findings that (a) performance is an inverted-U shaped function of exactingness, (b) performance is better under incentives when environments are lenient but not when they are exacting, (c) the interaction between exactingness and incentives does not obtain when an incentives function fails to discriminate sharply between good and bad performance, and (d) when the negative effects of exactingness on performance are eliminated, performance increases with exactingness.

[1]  H P BAHRICK,et al.  Effect of incentives upon reactions to peripheral stimuli. , 1952, Journal of experimental psychology.

[2]  T. Pearson,et al.  Direct comparison of the efficacy of intuitive and analytical cognition in expert judgment , 1987, IEEE Transactions on Systems, Man, and Cybernetics.

[3]  F. M. Levine,et al.  Token rewards may lead to token learning. , 1974 .

[4]  R. Zajonc.  SOCIAL FACILITATION. , 1965, Science.

[5]  Kenneth R. Hammond,et al.  Negative effects of outcome-feedback in multiple-cue probability learning. , 1973 .

[6]  R. Hogarth,et al.  Venture Theory: A Model of Decision Weights , 1990 .

[7]  George S. Avrunin,et al.  Single-Peaked Functions and the Theory of Preference. , 1977 .

[8]  D. Broadbent,et al.  On the Relationship between Task Performance and Associated Verbalizable Knowledge , 1984 .

[9]  R. Nisbett,et al.  Undermining children's intrinsic interest with extrinsic reward: A test of the "overjustification" hypothesis. , 1973 .

[10]  Donald E. Broadbent,et al.  Human Control of a Simulated Economic System , 1978 .

[11]  A. Tversky,et al.  Information versus reward in binary choices. , 1966, Journal of experimental psychology.

[12]  R. Hogarth,et al.  Confidence in judgment: Persistence of the illusion of validity. , 1978 .

[13]  K. Miller,et al.  Intrinsic Motivation and Self-Determination in Human Behavior , 1975, Perspectives in Social Psychology.

[14]  Edward L. Deci,et al.  Conceptualizations of Intrinsic Motivation and Self-Determination , 1985 .

[15]  D. Broadbent,et al.  Interactive tasks and the implicit‐explicit distinction , 1988 .

[16]  Trevor C. Bailey,et al.  Mechanisms governing organizational performance in complex decision-making environments , 1990 .

[17]  S. Siegel.  DECISION MAKING AND LEARNING UNDER VARYING CONDITIONS OF REINFORCEMENT * , 1961 .

[18]  N. Viswanadham,et al.  Information and Decision Technologies , 1992 .

[19]  B. Brehmer.  In one word: Not from experience. , 1980 .

[20]  Kenneth O. McGraw,et al.  Evidence of a detrimental effect of extrinsic incentives on breaking a mental set. , 1979 .

[21]  D. Kahneman.  Attention and Effort , 1973 .

[22]  P. Ackerman,et al.  Motivation and cognitive abilities: an integrative/aptitude-treatment interaction approach to skill acquisition , 1989 .

[23]  T. Connolly,et al.  Goals, strategy development and task performance: Some limits on the efficacy of goal setting , 1989 .

[24]  H. Arkes,et al.  Factors influencing the use of a decision rule in a probabilistic task , 1986 .

[25]  R. Wood.  Task complexity: Definition of the construct , 1986 .

[26]  Eugene Galanter,et al.  Handbook of mathematical psychology: I. , 1963 .

[27]  T. R. Stewart,et al.  Judgment and Decision Making in Dynamic Tasks: The Case of Forecasting the Microburst , 1990 .

[28]  E. A. Locke,et al.  Goal setting and task performance: 1969–1980. , 1981 .

[29]  Edward L. Deci,et al.  The hidden costs of rewards , 1976 .

[30]  M. Doherty,et al.  Effects of cognitive feedback on performance. , 1989 .

[31]  B. Brehmer,et al.  Human judgment : the SJT view , 1988 .

[32]  Teresa M. Amabile,et al.  Children's Artistic Creativity , 1982 .

[33]  J. Easterbrook.  The effect of emotion on cue utilization and the organization of behavior. , 1959, Psychological review.

[34]  D. Broadbent.  Levels, Hierarchies, and the Locus of Control* , 1977 .

[35]  Barry Schwartz,et al.  Reinforcement-Induced Behavioral Stereotypy: How Not To Teach People To Discover Rules , 1982 .

[36]  M. Humphreys,et al.  Personality, motivation, and performance: a theory of the relationship between individual differences and information processing. , 1984, Psychological review.

[37]  H P BAHRICK,et al.  Incidental learning under two incentive conditions. , 1954, Journal of experimental psychology.

[38]  W. Edwards.  Reward probability, amount, and information as determiners of sequential two-alternative decisions. , 1956, Journal of experimental psychology.

[39]  R. W. White.  Motivation reconsidered: the concept of competence. , 1959, Psychological review.

[40]  D. Broadbent,et al.  Implicit and explicit knowledge in the control of complex systems , 1986 .

[41]  R. Hogarth,et al.  Unit weighting schemes for decision making , 1975 .

[42]  J. Klayman.  Chapter 4 On the How and Why (not) of Learning from Outcomes , 1988 .