Enhancing Mental Models, Analogical Transfer, and Performance in Strategic Decision Making

Recent research suggests that managers often make strategic decisions in novel situations by utilizing past experiences to reason by analogy. However, there is substantial evidence that decision makers often fail to identify and apply knowledge about one situation to a similarly structured situation. Two experimental studies investigated the mechanisms impacting knowledge transfer from one managerial situation (the source) to an analogous situation. The results show that exposure to variation in the source situation improves transfer performance. Variation decreases performance in the short term but improves learning and increases analogical transfer. Higher performance on and systematic search of the source situation also increase transfer performance. These results yield important implications for enhancing analogical transfer in strategic decision making and for future research on reasoning by analogy. Copyright © 2012 John Wiley & Sons, Ltd.

[1]  R. Wood,et al.  Mental Models, Decision Rules, and Performance Heterogeneity , 2011 .

[2]  Charles R. Schwenk,et al.  Conjectures on Cognitive Simplification in Acquisition and Divestment Decision Making , 1985 .

[3]  Melissa A. SchillingPatricia.  Learning by Doing Something Else: Variation, Relatedness, and the Learning Curve , 2003 .

[4]  Timothy B. Palmer,et al.  Managerial Categorization of Competitors: Using Old Maps to Navigate New Environments , 1996 .

[5]  K. Holyoak,et al.  The analogical mind. , 1997, The American psychologist.

[6]  John R. Anderson.  Problem solving and learning. , 1993 .

[7]  R. Schmidt,et al.  VARIABILITY OF PRACTICE AND IMPLICIT MOTOR LEARNING , 1997 .

[8]  Yoav Bar-Anan,et al.  The Unseen Mind , 2008, Science.

[9]  Charles R. Schwenk.  Cognitive simplification processes in strategic decision‐making , 1984 .

[10]  K. Holyoak,et al.  Surface and structural similarity in analogical transfer , 1987, Memory & cognition.

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

[12]  K. Holyoak,et al.  Schema induction and analogical transfer , 1983, Cognitive Psychology.

[13]  D. Gentner.  Structure‐Mapping: A Theoretical Framework for Analogy* , 1983 .

[14]  D. Gentner,et al.  Learning and Transfer: A General Role for Analogical Encoding , 2003 .

[15]  K. Holyoak,et al.  Mathematical problem solving by analogy. , 1991, Journal of experimental psychology. Learning, memory, and cognition.

[16]  Giovanni Gavetti,et al.  Capabilities, cognition, and inertia: evidence from digital imaging , 2000 .

[17]  M. Chi,et al.  The Nature of Expertise , 1988 .

[18]  D. Gentner,et al.  Analogical encoding facilitates knowledge transfer in negotiation , 1999, Psychonomic bulletin & review.

[19]  John R. Anderson.  Acquisition of cognitive skill. , 1982 .

[20]  Mark Paich,et al.  Boom, bust, and failures to learn in experimental markets , 1993 .

[21]  James Joll.  Thinking in time: the uses of history for decision-makers , 1988 .

[22]  C. K. Prahalad,et al.  THE DOMINANT LOGIC: RETROSPECTIVE AND EXTENSION , 1995 .

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

[24]  R. Wood,et al.  Feedback specificity, exploration, and learning. , 2004, The Journal of applied psychology.

[25]  K. Glaister,et al.  Breaking the frame: an analysis of strategic cognition and decision making under uncertainty , 1999 .

[26]  Dan Lovallo,et al.  Boom and Bust Behavior: On the Persistence of Strategic Decision Biases , 2007 .

[27]  Beryl Hesketh,et al.  Dilemmas in training for transfer and retention , 1997 .

[28]  J. Morecroft,et al.  Managerial decision making and firm performance under a resource-based paradigm , 2010 .

[29]  Keith J Holyoak,et al.  The role of causal models in analogical inference. , 2008, Journal of experimental psychology. Learning, memory, and cognition.

[30]  Giovanni Gavetti,et al.  How strategists really think. Tapping the power of analogy. , 2005, Harvard business review.

[31]  L. L. Cummings,et al.  A test of the influence of goal orientation on the feedback-seeking process. , 1997, The Journal of applied psychology.

[32]  John R. Anderson,et al.  The Transfer of Cognitive Skill , 1989 .

[33]  Henry Mintzberg,et al.  Managerial Work: Analysis from Observation , 1971 .

[34]  Jan W. Rivkin,et al.  Patterned Interactions in Complex Systems: Implications for Exploration , 2007, Manag. Sci..

[35]  Ernest R. May,et al.  Thinking in Time: The Uses of History for Decision-Makers , 1986 .

[36]  Janet L. Kolodner,et al.  Educational Implications of Analogy: A View from Case-Based Reasoning , 1997 .

[37]  T. Gilovich,et al.  Seeing the past in the present: The effect of associations to familiar events on judgments and decisions. , 1981 .

[38]  James J. Lindsay,et al.  Research in the Psychological Laboratory , 1999 .

[39]  Sarah Kaplan.  Framing Contests: Strategy Making Under Uncertainty , 2008, Organ. Sci..

[40]  B. Murdock,et al.  Transfer designs and formulas. , 1957, Psychological bulletin.

[41]  K. Holyoak,et al.  The Impact of Goal Specificity on Strategy Use and the Acquisition of Problem Structure , 1996 .

[42]  J. Mathieu,et al.  Goal Orientation in Organizational Research: A Conceptual and Empirical Foundation , 1996 .

[43]  A. Bandura,et al.  Effect of perceived controllability and performance standards on self-regulation of complex decision making. , 1989, Journal of personality and social psychology.

[44]  Paul E. Spector,et al.  The Role of Justice in Organizations: A Meta-Analysis , 2001 .

[45]  Daniel A. Levinthal,et al.  Strategy making in novel and complex worlds: the power of analogy , 2005 .

[46]  K. Dunbar,et al.  How analogies are generated: The roles of structural and superficial similarity , 2000, Memory & cognition.

[47]  F. Paas,et al.  Variability of Worked Examples and Transfer of Geometrical Problem-Solving Skills: A Cognitive-Load Approach , 1994 .

[48]  D. Gentner,et al.  Structural Alignment during Similarity Comparisons , 1993, Cognitive Psychology.

[49]  K. Holyoak,et al.  Analogical problem solving , 1980, Cognitive Psychology.

[50]  C. Schunn,et al.  Priming, analogy, and awareness in complex reasoning , 1996, Memory & cognition.

[51]  A. Bandura,et al.  Impact of conceptions of ability on self-regulatory mechanisms and complex decision making. , 1989, Journal of personality and social psychology.

[52]  D. Gentner,et al.  The analogical mind : perspectives from cognitive science , 2001 .

[53]  K. Holyoak,et al.  Mental Leaps: Analogy in Creative Thought , 1994 .

[54]  Michael Shayne Gary,et al.  Implementation strategy and performance outcomes in related diversification , 2005 .

[55]  J. Kolodner.  Educational implications of analogy. A view from case-based reasoning. , 1997, The American psychologist.

[56]  Arie Y. Lewin,et al.  Interdependency, Competition, and the Distribution of Firm and Industry Profits , 2006, Manag. Sci..

[57]  H. Thomas,et al.  Rivalry and the Industry Model of Scottish Knitwear Producers , 1995 .

[58]  Robert J. Crutcher,et al.  The role of deliberate practice in the acquisition of expert performance. , 1993 .