Does self-regulation require cognitive resources? Evaluation of resource allocation models of goal setting.

The resource allocation model of goal setting ( R. Kanfer & P. L. Ackerman, 1989) maintains that self-regulation initiated through goal setting requires attentional resources that could be more productively applied to skill acquisition and complex task performance. The current study questioned this hypothesis because attentional resources had not been directly manipulated or measured in studies supporting the model. Thus, alternative explanations that are based on other complex task goal-setting models cannot be excluded. As a direct test of the resource allocation hypothesis, dual task methodology was used to measure the attentional resource requirements of self-regulation. Even at the limits of human information processing, participants who were assigned difficult, specific goals performed at least as well on the secondary task as did individuals with do-your-best goals. These findings suggest that self-regulation does not necessarily require attentional resources. Implications for theory and practice are discussed.

[1]  Vandra L. Huber,et al.  Effects of task difficulty, goal setting, and strategy on performance of a heuristic task. , 1985 .

[2]  E. Donchin,et al.  Performance of concurrent tasks: a psychophysiological analysis of the reciprocity of information-processing resources. , 1983, Science.

[3]  K. Edwards,et al.  The Interplay of Affect and Cognition in Attitude Formation and Change , 1990 .

[4]  A. Agresti,et al.  Categorical Data Analysis , 1991, International Encyclopedia of Statistical Science.

[5]  B. Boruff,et al.  Short-term memory capacity: magic number or magic spell? , 1986, Journal of experimental psychology. Learning, memory, and cognition.

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

[7]  Daniel G Bobrow,et al.  On data-limited and resource-limited processes , 1975, Cognitive Psychology.

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

[9]  P. Christopher Earley,et al.  Task Strategy Interventions in Goal Setting: The Importance of Search in Strategy Development , 1989 .

[10]  Bernhard Wilpert,et al.  Applied psychology : an international review , 1989 .

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

[12]  Allen Allport,et al.  Visual attention , 1989 .

[13]  E. A. Locke,et al.  Self-regulation through goal setting , 1991 .

[14]  D. Kahneman,et al.  Attention and Effort , 1973 .

[15]  J. Bargh.  Conditional automaticity: Varieties of automatic influence in social perception and cognition. , 1989 .

[16]  I. Goldstein,et al.  Training system issues in the year 2000. , 1990 .

[17]  Jacob Cohen.  Statistical Power Analysis for the Behavioral Sciences , 1969, The SAGE Encyclopedia of Research Design.

[18]  Raja Parasuraman,et al.  Varieties of attention , 1984 .

[19]  Eric J. Johnson,et al.  The adaptive decision maker , 1993 .

[20]  A. Howard.  The changing nature of work , 1995 .

[21]  E Donchin,et al.  Resource reciprocity: an event-related brain potentials analysis. , 1989, Acta psychologica.

[22]  John R. Hollenbeck,et al.  Investigation of the construct validity of a self-report measure of goal commitment , 1989 .

[23]  Henry L. Tosi.  A Theory of Goal Setting and Task Performance , 1991 .

[24]  Mario Mikulincer,et al.  Cognitive interference and learned helplessness: The effects of off-task cognitions on performance following unsolvable problems. , 1989 .

[25]  P. Karoly.  Mechanisms of Self-Regulation: A Systems View , 1993 .

[26]  D. Navon.  Resources—a theoretical soup stone? , 1984 .

[27]  M. Posner.  Foundations of cognitive science , 1989 .

[28]  Jacob Cohen.  The earth is round (p < .05) , 1994 .

[29]  M. Nissen,et al.  Attentional requirements of learning: Evidence from performance measures , 1987, Cognitive Psychology.

[30]  H. Heuer,et al.  Perspectives on Perception and Action , 1989 .

[31]  P. Ackerman,et al.  Goal setting, conditions of practice, and task performance: A resource allocation perspective. , 1994 .

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

[33]  R. Zajonc.  Feeling and thinking : Preferences need no inferences , 1980 .

[34]  J. Bargh,et al.  Environmental control of goal-directed action: automatic and strategic contingencies between situations and behavior. , 1994, Nebraska Symposium on Motivation. Nebraska Symposium on Motivation.

[35]  G. Yukl,et al.  Training and development in work organizations. , 1992 .

[36]  Thomas D. Cook,et al.  History of the sleeper effect: Some logical pitfalls in accepting the null hypothesis. , 1979 .

[37]  C D Wickens,et al.  An Analysis of the Processing Requirements of a Complex Perceptual-Motor Task , 1983, Human factors.

[38]  Frank R. Kardes,et al.  On the automatic activation of attitudes. , 1986 .

[39]  Jerrold M. Levine,et al.  Measurement of Workload by Secondary Tasks , 1979 .

[40]  O. Neumann.  Beyond capacity: A functional view of attention , 1987 .

[41]  Salience and the Cognitive Mediation of Attribution , 1979 .

[42]  Michael G. Rumsey,et al.  Personnel Selection and Classification , 1994 .

[43]  L. Kaufman,et al.  Handbook of perception and human performance , 1986 .

[44]  C. Carver,et al.  Origins and Functions of Positive and Negative Affect: A Control-Process View. , 1990 .

[45]  Daniel R. Ilgen,et al.  Jobs and roles: Accepting and coping with the changing structure of organizations. , 1994 .

[46]  Paul E. Levy,et al.  Moving from Cognition to Action: A Control Theory Perspective , 1994 .

[47]  Ruth Kanfer,et al.  Self-regulatory and other non-ability determinants of skill acquisition. , 1996 .

[48]  F. Schmidt.  Statistical Significance Testing and Cumulative Knowledge in Psychology: Implications for Training of Researchers , 1996 .

[49]  A. Newell.  Unified Theories of Cognition , 1990 .

[50]  E. A. Locke,et al.  A theory of goal setting & task performance , 1990 .

[51]  J. O. Urmson,et al.  The William James Lectures , 1963 .

[52]  P. Ackerman,et al.  A self-regulatory skills perspective to reducing cognitive interference. , 1996 .

[53]  Dan J. Woltz,et al.  An investigation of the role of working memory in procedural skill acquisition. , 1988 .

[54]  P. Lachenbruch.  Statistical Power Analysis for the Behavioral Sciences (2nd ed.) , 1989 .

[55]  F. Thomas Eggemeier,et al.  Workload assessment methodology. , 1986 .

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

[57]  J. Coyne,et al.  Learned helplessness as experimenter-induced failure and its alleviation with attentional redeployment. , 1980, Journal of abnormal psychology.

[58]  Ralph A. Alexander,et al.  Goal Setting Effects on Implicit and Explicit Learning of Complex Tasks , 1996 .

[59]  Patrick C. Kyllonen,et al.  Reasoning ability is (little more than) working-memory capacity?! , 1990 .

[60]  C. Spielberger,et al.  Stress and Anxiety , 1981 .