A Measure of Adaptive Cognition for Entrepreneurship Research

To sense and adapt to uncertainty may characterize a critical entrepreneurial resource. In this research, we employ a metacognitive lens toward the development of a 36–item inventory designed to assess cognitive adaptability, defined as the ability to be dynamic, flexible, and self–regulating in one's cognitions given dynamic and uncertain task environments. Construction of the inventory, and subsequent factor analysis, is confirmatory in nature based on five theoretically justified dimensions of metacognition. We describe the development of the instrument, discuss its implications for entrepreneurship, and finally offer suggestions for further development and testing.

[1]  Zemira R. Mevarech Effects of Metacognitive Training Embedded in Cooperative Settings on Mathematical Problem Solving , 1999 .

[2]  Dawn S. Carlson,et al.  Further Validation of the Perceptions of Politics Scale (Pops): A Multiple Sample Investigation , 1997 .

[3]  David G. Sirmon,et al.  A Model of Strategic Entrepreneurship: The Construct and its Dimensions , 2003 .

[4]  Gregory Schraw Promoting general metacognitive awareness , 1998 .

[5]  Jerald Greenberg,et al.  The College Sophomore as Guinea Pig: Setting the Record Straight , 1987 .

[6]  S. Shane Prior Knowledge and the Discovery of Entrepreneurial Opportunities , 2000 .

[7]  Dean A. Shepherd,et al.  An Intentions–Based Model of Entrepreneurial Teams’ Social Cognition* , 2002 .

[8]  E. Higgins,et al.  Beyond pleasure and pain. , 1997, The American psychologist.

[9]  James W. Carland,et al.  “Who is an Entrepreneur?” Is a Question Worth Asking , 1988 .

[10]  R. Rummel Applied Factor Analysis , 1970 .

[11]  Lewis R. Goldberg,et al.  Revealing structure in the data: principles of exploratory factor analysis , 1994 .

[12]  T. O. Nelson Consciousness and metacognition. , 1996 .

[13]  Kar Yan Tam,et al.  Factors Affecting the Adoption of Open Systems: An Exploratory Study , 1997, MIS Q..

[14]  Philip Burnard,et al.  Reflections on reflection. , 2005, Nurse education today.

[15]  Gregory Schraw,et al.  Assessing metacognitive awareness , 1994 .

[16]  D. Schacter Searching for memory: The brain, the mind, and the past. , 1996 .

[17]  D. Sandy Staples,et al.  A Self-Efficacy Theory Explanation for the Management of Remote Workers in Virtual Organizations , 1999, J. Comput. Mediat. Commun..

[18]  A. Mehrabian Relations Among Political Attitudes, Personality, and Psychopathology Assessed With New Measures of Libertarianism and Conservatism , 1996 .

[19]  Edwin A. Locke,et al.  Effect of self-efficacy, goals, and task strategies on task performance. , 1984 .

[20]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[21]  Ronald K. Mitchell,et al.  Are Entrepreneurial Cognitions Universal? Assessing Entrepreneurial Cognitions across Cultures , 2002 .

[22]  Eva Guterman,et al.  Toward dynamic assessment of reading: applying metacognitive awareness guidance to reading assessment tasks , 2002 .

[23]  Eleanor Armour-Thomas,et al.  Construct Validation of Metacognition , 1993 .

[24]  J. Colquitt On the dimensionality of organizational justice: a construct validation of a measure. , 2001, The Journal of applied psychology.

[25]  T. B. Ward,et al.  Expanding Entrepreneurial Cognition's Toolbox: Potential Contributions from the Field of Cognitive Science , 2004 .

[26]  Ian C. MacMillan,et al.  Elitists, risk-takers, and rugged individualists? An exploratory analysis of cultural differences between entrepreneurs and non-entrepreneurs , 1992 .

[27]  David J. Miller,et al.  The Correlates of Entrepreneurship in Three Types of Firms , 1983 .

[28]  Lowell W. Busenitz,et al.  Toward a Theory of Entrepreneurial Cognition: Rethinking the People Side of Entrepreneurship Research , 2002 .

[29]  Terrence E. Brown,et al.  An operationalization of Stevenson’s conceptualization of entrepreneurship as opportunity-based firm behavior , 2001 .

[30]  J. Flavell Metacognition and Cognitive Monitoring: A New Area of Cognitive-Developmental Inquiry. , 1979 .

[31]  E. A. Locke,et al.  Work Motivation and Satisfaction: Light at the End of the Tunnel , 1990 .

[32]  T. O. Nelson,et al.  Why investigate metacognition , 1994 .

[33]  B. Muthén,et al.  Assessing Reliability and Stability in Panel Models , 1977 .

[34]  J. Kevin Ford,et al.  LEARNING WITHIN A LEARNER CONTROL TRAINING ENVIRONMENT: THE INTERACTIVE EFFECTS OF GOAL ORIENTATION AND METACOGNITIVE INSTRUCTION ON LEARNING OUTCOMES , 2003 .

[35]  P. Earley,et al.  Cultural Intelligence: Individual Interactions Across Cultures , 2020 .

[36]  Drew B. Brock,et al.  Attitudes toward computers: Construct validation and relations to computer use , 1994 .

[37]  R. Ireland,et al.  Intuition in strategic decision making: Friend or foe in the fast-paced 21st century? , 2005 .

[38]  A. Glenberg,et al.  Inexpert calibration of comprehension , 1987, Memory & cognition.

[39]  D. Slevin,et al.  THE INFLUENCE OF ORGANIZATION STRUCTURE ON THE UTILITY OF AN ENTREPRENEURIAL TOP MANAGEMENT STYLE , 1988 .

[40]  Detmar W. Straub,et al.  Validating Instruments in MIS Research , 1989, MIS Q..

[41]  J. Hornaday,et al.  Characteristics of Successful Entrepreneurs , 2008 .

[42]  J. Overall,et al.  Applied multivariate analysis , 1983 .

[43]  Lowell W. Busenitz,et al.  The entrepreneurship of resource-based theory , 2001 .

[44]  C. F. Kao,et al.  The efficient assessment of need for cognition. , 1984, Journal of personality assessment.

[45]  S. Zahra,et al.  Absorptive Capacity: A Review, Reconceptualization, and Extension , 2002 .

[46]  D. Slevin,et al.  Strategic management of small firms in hostile and benign environments , 1989 .

[47]  A. Melot The relationship between metacognitive knowledge and metacognitive experiences: Acquisition and re-elaboration , 1998 .

[48]  R. Baron Cognitive mechanisms in entrepreneurship: Why and when enterpreneurs think differently than other people , 1998 .

[49]  R. Sitgreaves Psychometric theory (2nd ed.). , 1979 .

[50]  R. L. Dipboye,et al.  Research settings in industrial and organizational psychology: Are findings in the field more generalizable than in the laboratory? , 1979 .

[51]  Edwin A. Locke,et al.  The Paradox of Success: An Archival and a Laboratory Study of Strategic Persistence Following Radical Environmental Change , 2000 .

[52]  S. Sarasvathy Causation and Effectuation: Toward a Theoretical Shift from Economic Inevitability to Entrepreneurial Contingency , 2001 .

[53]  Barry M. Staw,et al.  Task Revision: A Neglected Form of Work Performance , 1990 .

[54]  Rita Gunther McGrath,et al.  The Entrepreneurial Mindset: Strategies for Continuously Creating Opportunity in an Age of Uncertainty , 2000 .

[55]  Eleanor M. Smith,et al.  Relationships of goal orientation, metacognitive activity, and practice strategies with learning outcomes and transfer , 1998 .

[56]  A. Tellegen,et al.  Differential convergence of self-report and informant data for multidimensional personality questionnaire traits: implications for the construct of negative emotionality. , 1995, Journal of personality assessment.

[57]  Barbara W. Keats,et al.  Navigating in the new competitive landscape: Building strategic flexibility and competitive advantage in the 21st century , 1998 .

[58]  Gregory Schraw,et al.  The Effect of Knowledge and Strategy Training on Monitoring Accuracy , 2002 .

[59]  D. R. Heise,et al.  Semantic di erential profiles for 1000 most frequent English words , 1965 .

[60]  James Schroeter Reflections on "Reflections" , 1963 .

[61]  J. Flavell Speculations about the nature and development of metacognition , 1987 .

[62]  T. O. Nelson,et al.  Social Metacognition: An Expansionist Review , 1998, Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc.

[63]  P. Robinson,et al.  Entrepreneurial Research on Student Subjects Does Not Generalize to Real World Entrepreneurs , 1991 .

[64]  I. Bernstein Applied Multivariate Analysis , 1988 .

[65]  S. Epstein,et al.  Individual differences in intuitive-experiential and analytical-rational thinking styles. , 1996, Journal of personality and social psychology.

[66]  T. K. Srull,et al.  Memory and Cognition in Its Social Context , 1989 .

[67]  L. Ross,et al.  Subjective Construal, Social Inference, and Human Misunderstanding , 1991 .

[68]  Gerben S. van der Vegt,et al.  Effects of Perceived Skill Dissimilarity and Task Interdependence on Helping in Work Teams , 2005 .