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22 - Toward Deliberate Practice in the Development of Entrepreneurial Expertise: The Anatomy of the Effectual Ask

from Part V.I - Domains of Expertise: Professions

Published online by Cambridge University Press:  10 May 2018

K. Anders Ericsson
Florida State University
Robert R. Hoffman
Florida Institute for Human and Machine Cognition
Aaron Kozbelt
Brooklyn College, City University of New York
A. Mark Williams
University of Utah
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Print publication year: 2018

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Aarikka-Stenroos, L., & Jaakkola, E. (2012). Value co-creation in knowledge intensive business services: A dyadic perspective on the joint problem solving process. Industrial Marketing Management, 41, 1526.CrossRefGoogle Scholar
Abbott, A. (1988). The system of professions: An essay on the division of expert labor. University of Chicago Press.Google Scholar
Ainslie, G. (2001). Breakdown of will. Cambridge University Press.CrossRefGoogle Scholar
Alvarez, S. A., & Barney, J. B. (2007). Discovery and creation: Alternative theories of entrepreneurial action. Strategic Entrepreneurship Journal, 1, 1126.CrossRefGoogle Scholar
Åstebro, T., Chen, J., & Thompson, P. (2011). Stars and misfits: Self-employment and labor market frictions. Management Science, 57, 19992017.CrossRefGoogle Scholar
Audretsch, D. B., Grilo, I., & Thurik, A. R. (eds.) (2007). Handbook of research on entrepreneurship policy. Cheltenham: Edward Elgar.CrossRefGoogle Scholar
Banerjee, A. V., & Newman, A. F. (1993). Occupational choice and the process of development. Journal of Political Economy, 101, 274298.CrossRefGoogle Scholar
Baron, R. A. (2000). Social capital. New York: John Wiley.Google Scholar
Baron, R. A. (2009). Effectual versus predictive logics in entrepreneurial decision making: Differences between experts and novices. Does experience in starting new ventures change the way entrepreneurs think? Perhaps, but for now, “caution” is essential. Journal of Business Venturing, 24, 310315.CrossRefGoogle Scholar
Baron, R. A., & Ensley, M. D. (2006). Opportunity recognition as the detection of meaningful patterns: Evidence from comparisons of novice and experienced entrepreneurs. Management Science, 52, 13311344.CrossRefGoogle Scholar
Baron, R. A., & Henry, R. A. (2010). How entrepreneurs acquire the capacity to excel: Insights from research on expert performance. Strategic Entrepreneurship Journal, 4, 4965.CrossRefGoogle Scholar
Baum, J. A., & Singh, J. V. (1994). Organizational niches and the dynamics of organizational founding. Organization Science, 5, 483501.CrossRefGoogle Scholar
Becker, G. S. (1964). Human capital: A theoretical and empirical analysis, with special reference to education. University of Chicago Press.Google Scholar
Becker, G. S. (1975). Human capital. University of Chicago Press.Google Scholar
Bhide, A. (1991). Bootstrap finance: The art of start-ups. Harvard Business Review, 70, 109117.Google Scholar
Boyd, N. G., & Vozikis, G. S. (1994). The influence of self-efficacy on the development of entrepreneurial intentions and actions. Entrepreneurship Theory and Practice, 18, 6377.CrossRefGoogle Scholar
Braudel, F. (1982). Civilization and capitalism, 15th–18th century: The wheels of commerce. Berkeley: University of California Press.Google Scholar
Brockhaus, R. H., & Horwitz, P. S. (1986). The psychology of the entrepreneur. Entrepreneurship: Critical Perspectives on Business and Management, 2, 260283.Google Scholar
Busenitz, L. W., & Barney, J. B. (1997). Differences between entrepreneurs and managers in large organizations: Biases and heuristics in strategic decision-making. Journal of Business Venturing, 12, 930.CrossRefGoogle Scholar
Cantillon, R. (1959). Essay on the nature of trade in general (trans. Higgs, H.). New York: A. M. Kelley. (Original work published c.1730)Google Scholar
Cassar, G. (2006). Entrepreneur opportunity costs and intended venture growth. Journal of Business Venturing, 21, 610632.CrossRefGoogle Scholar
Chi, M. T. H., Glaser, R., & Rees, E. (1982). Expertise in problem solving. In: Sternberg, R. J. (ed.), Advances in the psychology of human intelligence. Hillsdale, NJ: Erlbaum.Google Scholar
Colombo, M. G., & Grilli, L. (2005). Founders’ human capital and the growth of new technology-based firms: A competence-based view. Research Policy, 34, 795816.CrossRefGoogle Scholar
Cooper, A. C., Gimeno-Gascon, F. J., & Woo, C. Y. (1994). Initial human and financial capital as predictors of new venture performance. Journal of Business Venturing, 9, 371395.CrossRefGoogle Scholar
Cornelissen, J. P., & Clarke, J. S. (2010). Imagining and rationalizing opportunities: Inductive reasoning and the creation and justification of new ventures. Academy of Management Review, 35, 539557.Google Scholar
Cressy, R. (2002). Introduction: Funding gaps: A symposium. Economic Journal, 112, F1F16.CrossRefGoogle Scholar
Cross, N. (2004). Expertise in design: An overview. Design Studies, 25, 427441.CrossRefGoogle Scholar
Csikszentmihalyi, M., Larson, R., & Prescott, S. (1977). The ecology of adolescent activity and experience, Journal of Youth and Adolescence, 6, 281294.CrossRefGoogle ScholarPubMed
Davidsson, P., & Honig, B. (2003). The role of social and human capital among nascent entrepreneurs. Journal of Business Venturing, 18, 301331.CrossRefGoogle Scholar
de Meza, D., & Webb, D. C. (1987). Too much investment: A problem of asymmetric information. Quarterly Journal of Economics, 102, 281292.CrossRefGoogle Scholar
Dew, N., Sarasathy, S., Read, S., & Wiltbank, R. (2009). Affordable loss: Behavioral economic aspects of the plunge decision. Strategic Entrepreneurship Journal, 3, 105126.CrossRefGoogle Scholar
Dunn, T. G., & Shriner, C. (1999). Deliberate practice in teaching: What teachers do for self-improvement. Teaching and Teacher Education, 15, 631651.CrossRefGoogle Scholar
Ericsson, K. A. (2004). Deliberate practice and the acquisition and maintenance of expert performance in medicine and related domains. Academic Medicine, 79, S70S81.CrossRefGoogle ScholarPubMed
Ericsson, K. A. (2016). Summing up hours of any type of practice versus identifying optimal practice activities: Comments on Macnamara, Moreau, and Hambrick (2016). Perspectives on Psychological Science, 11, 351354.CrossRefGoogle Scholar
Ericsson, K. A., Krampe, R. T., & Tesch-Römer, C. (1993). The role of deliberate practice in the acquisition of expert performance. Psychological Review, 100, 363406.CrossRefGoogle Scholar
Ericsson, A., & Pool, R. (2016). Peak: Secrets from the new science of expertise. New York: Houghton Mifflin Harcourt.Google Scholar
Ericsson, K. A., & Simon, H. A. (1993). Protocol analysis: Verbal reports as data. Cambridge, MA: MIT Press.Google Scholar
Ericsson, K. A., & Smith, J. (eds.) (1991). Toward a general theory of expertise: Prospects and limits. Cambridge University Press.Google Scholar
Evans, D. S., & Jovanovic, B. (1989). An estimated model of entrepreneurial choice under liquidity constraints. Journal of Political Economy, 97, 808827.CrossRefGoogle Scholar
Fadde, P. J., & Klein, G. A. (2010). Deliberate performance: Accelerating expertise in natural settings. Performance Improvement, 49, 514.CrossRefGoogle Scholar
Flugel, J. C. (1925). A quantitative study of feeling and emotion in everyday life. British Journal of Psychology, 15, 318355.Google Scholar
Flynn, F. J., & Lake, V. K. (2008). If you need help, just ask: Underestimating compliance with direct requests for help. Journal of Personality and Social Psychology, 95, 128143.CrossRefGoogle ScholarPubMed
Foss, N. J., & Klein, P. G. (2012). Organizing entrepreneurial judgment: A new approach to the firm. Cambridge University Press.CrossRefGoogle Scholar
Frankish, J. S., Roberts, R. G., Coad, A., Spears, T. C., & Storey, D. J. (2013). Do entrepreneurs really learn? Or do they just tell us that they do? Industrial and Corporate Change, 22, 73106.CrossRefGoogle Scholar
Frese, M., Krauss, S. I., Keith, N., Escher, S., Grabarkiewicz, R., Luneng, S. T., … & Friedrich, C. (2007). Business owners’ action planning and its relationship to business success in three African countries. Journal of Applied Psychology, 92, 14811498.CrossRefGoogle ScholarPubMed
Gartner, W. B. (1988). Who is the entrepreneur? is the wrong question. American Journal of Small Business, 12, 1132.CrossRefGoogle Scholar
Ginzberg, E., Ginsburg, S. W., Axelrad, S., & Herma, J. L. (1951). Occupational choice. New York: Columbia University Press.Google Scholar
Heide, J. B., & Miner, A. S. (1992). The shadow of the future: Effects of anticipated interaction and frequency of contact on buyer–seller cooperation. Academy of Management Journal, 35, 265291.Google Scholar
Hellmann, T. (2007). Entrepreneurs and the process of obtaining resources. Journal of Economics and Management Strategy, 16, 81109.CrossRefGoogle Scholar
Hoffman, R. R., Feltovich, P. J., & Ford, K. M. (1997). A general framework for conceiving of expertise and expert systems in context. In Feltovich, P. J., Ford, K. M., & Hoffman, R. R. (eds.), Expertise in context: Human and machine (pp. 543580). Menlo Park, CA: AAAI Press.Google Scholar
Hoffman, R. R., Klein, G., & Miller, J. (2011). Naturalistic investigations and models of reasoning about complex indeterminate causation. Information Knowledge Systems Management, 10, 397425.Google Scholar
Hoffman, R. R., Ward, P., DiBello, L., Feltovich, P. J., Fiore, S. M., & Andrews, D. (2013). Accelerated expertise: Training for high proficiency in a complex world. Boca Raton, FL: Psychology Press.Google Scholar
Hurst, E., & Lusardi, A. (2004). Liquidity constraints, household wealth, and entrepreneurship. Journal of Political Economy, 112, 319347.CrossRefGoogle Scholar
Joas, H. (1996). The creativity of action. University of Chicago Press.Google Scholar
Kalakoski, V., & Saariluoma, P. (2001). Taxi drivers’ exceptional memory of street names. Memory & Cognition, 29, 634638.CrossRefGoogle ScholarPubMed
Kassicieh, S. K., Radosevich, H. R., & Banbury, C. M. (1997). Using attitudinal, situational, and personal characteristics variables to predict future entrepreneurs from national laboratory inventors. IEEE Transactions on Engineering Management, 44, 248257.CrossRefGoogle Scholar
Katz, J. A. (2003). The chronology and intellectual trajectory of American entrepreneurship education: 1876–1999. Journal of Business Venturing, 18, 283300.CrossRefGoogle Scholar
Kihlstrom, R. E., & Laffont, J. J. (1979). A general equilibrium entrepreneurial theory of firm formation based on risk aversion. Journal of Political Economy, 87, 719748.CrossRefGoogle Scholar
Kim, P. H., Aldrich, H. E., & Keister, L. A. (2006). Access (not) denied: The impact of financial, human, and cultural capital on entrepreneurial entry in the United States. Small Business Economics, 27, 522.CrossRefGoogle Scholar
Klein, G. (2009). Streetlights and shadows: Searching for the keys to adaptive decision making. Cambridge, MA: MIT Press.CrossRefGoogle Scholar
Klein, G., & Borders, J. (2016). The ShadowBox approach to cognitive skills training: An empirical evaluation. Journal of Cognitive Engineering and Decision Making, 10, 268280.CrossRefGoogle Scholar
Klein, G., Rasmussen, L., Lin, M. H., Hoffman, R. R., & Case, J. (2014). Influencing preferences for different types of causal explanation of complex events. Human Factors, 56, 13801400.CrossRefGoogle ScholarPubMed
Knight, F. H. (1921). Risk, uncertainty and profit. New York: Hart, Schaffner and Marx.Google Scholar
Ko, D. G., & Dennis, A. R. (2004). Sales force automation and sales performance: Do experience and expertise matter? Journal of Personal Selling and Sales Management, 24, 311322.Google Scholar
Koellinger, P., Minniti, M., & Schade, C. (2007). “I think I can, I think I can”: Overconfidence and entrepreneurial behavior. Journal of Economic Psychology, 28, 502527.CrossRefGoogle Scholar
Kolb, D. A. (1984). Experiential learning: Experience as the source of learning and development. Harlow: Pearson Education.Google Scholar
Krishnan, J. (2012). Breaking barriers: Success stories of India’s leading businesswomen. Mumbai: Jaico Publishing House.Google Scholar
Krueger, N. F. (2007). What lies beneath? The experiential essence of entrepreneurial thinking. Entrepreneurship Theory and Practice, 31, 123138.CrossRefGoogle Scholar
Lévesque, M., Shepherd, D. A., & Douglas, E. J. (2002). Employment or self-employment: A dynamic utility-maximizing model. Journal of Business Venturing, 17, 189210.CrossRefGoogle Scholar
March, J. G. (1978). Bounded rationality, ambiguity, and the engineering of choice. The Bell Journal of Economics, 9, 587608.CrossRefGoogle Scholar
Mayer-Haug, K., Read, S., Brinckmann, J., Dew, N., & Grichnik, D. (2013). Entrepreneurial talent and venture performance: A meta-analytic investigation of SMEs. Research Policy, 42, 12511273.CrossRefGoogle Scholar
McClelland, D. C. (1965). N achievement and entrepreneurship: A longitudinal study. Journal of Personality and Social Psychology, 1, 389392.CrossRefGoogle ScholarPubMed
Mead, G. H. (1927). The objective reality of perspectives. In Brightman, E. S. (ed.), Proceedings of the sixth international congress of philosophy (pp. 7585). New York: Longmans & Green.CrossRefGoogle Scholar
Mieg, H. A. (2006). Social and sociological factors in the development of expertise. In Ericsson, K. A., Charness, N., Hoffman, R. R., & Feltovich, P. J. (eds.), The Cambridge handbook of expertise and expert performance (pp. 743760). Cambridge University Press.CrossRefGoogle Scholar
Mieg, H. A., Bedenk, S. J., Braun, A., & Neyer, F. J. (2012). How emotional stability and openness to experience support invention: A study with German independent inventors. Creativity Research Journal, 24, 200207.CrossRefGoogle Scholar
Miner, J. B., & Raju, N. S. (2004). Risk propensity differences between managers and entrepreneurs and between low- and high-growth entrepreneurs: A reply in a more conservative vein. Journal of Applied Psychology, 89, 313.CrossRefGoogle Scholar
Minniti, M., & Lévesque, M. (2008). Recent developments in the economics of entrepreneurship. Journal of Business Venturing, 23, 603612.CrossRefGoogle Scholar
Mises, Ludwig (1949). Human action. New Haven, CT: Yale University Press.Google Scholar
Mitchell, R. K. (1994). The composition, classification, and creation of new venture formation expertise. Management Department, University of Utah, Salt Lake City.Google Scholar
Mitchell, R. K., Busenitz, L. W., Bird, B., Gaglio, C. M., McMullen, J. S., Morse, E. A., & Smith, J. B. (2007). The central question in entrepreneurial cognition research 2007. Entrepreneurship Theory and Practice, 31, 127.CrossRefGoogle Scholar
Mitchell, R. K., Randolph-Seng, B., & Mitchell, J. R. (2011). Socially situated cognition: Imagining new opportunities for entrepreneurship research. Academy of Management Review, 36, 774776.Google Scholar
Mitchell, R. K., Smith, B., Seawright, K. W., & Morse, E. A. (2000). Cross-cultural cognitions and the venture creation decision. Academy of Management Journal, 43, 974993.Google Scholar
Parker, S. C. (2009). The economics of entrepreneurship. Cambridge University Press.CrossRefGoogle Scholar
Read, S., Dew, N., Sarasvathy, S. D., Song, M., & Wiltbank, R. (2009). Marketing under uncertainty: The logic of an effectual approach. Journal of Marketing, 73, 118.CrossRefGoogle Scholar
Read, S., & Sarasvathy, S. D. (2005). Knowing what to do and doing what you know: Effectuation as a form of entrepreneurial expertise. Journal of Private Equity, 9, 4562.CrossRefGoogle Scholar
Read, S., Sarasvathy, S., Dew, N., & Wiltbank, R. (2016a). Effectual entrepreneurship. New York: Taylor & Francis.CrossRefGoogle Scholar
Read, S., Sarasvathy, S. D., Dew, N., & Wiltbank, R. (2016b). Response to Arend et al.: Co-creating effectual entrepreneurship research. Academy of Management Review.
Reuber, R., & Fischer, E. (1994). Entrepreneurs’ experience, expertise, and the performance of technology based firms. IEEE Transactions on Engineering Management, 41, 365374.CrossRefGoogle Scholar
Roschelle, J., & Teasley, S. D. (1995). The construction of shared knowledge in collaborative problem solving. In O’Malley, C. E. (ed.), Computer-supported collaborative learning (pp. 6997). Berlin: Springer.CrossRefGoogle Scholar
Sarasvathy, D. K., Simon, H. A., & Lave, L. (1998). Perceiving and managing business risks: Differences between entrepreneurs and bankers. Journal of Economic Behavior and Organization, 33, 207225.CrossRefGoogle Scholar
Sarasvathy, S. D. (1998). How do firms come to be? Towards a theory of the prefirm. PhD Dissertation, Carnegie Mellon University, Pittsburgh.
Sarasvathy, S. D. (2001). Causation and effectuation: Toward a theoretical shift from economic inevitability to entrepreneurial contingency. Academy of Management Review, 26, 243267.CrossRefGoogle Scholar
Sarasvathy, S. D. (2008). Effectuation: Elements of entrepreneurial expertise. Cheltenham: Edward Elgar.CrossRefGoogle Scholar
Schumpeter, J. A. (1934). The theory of economic development: An inquiry into profits, capital, credit, interest, and the business cycle. Cambridge, MA: Harvard University Press.Google Scholar
Scollon, C. N., Prieto, C. K., & Diener, E. (2009). Experience sampling: Promises and pitfalls, strength and weaknesses. In Diener, E. (ed.), Assessing well-being (pp. 157180). Dordrecht: Springer.CrossRefGoogle Scholar
Shanteau, J. (1992). Competence in experts: The role of task characteristics. Organizational Behavior and Human Decision Processes, 53, 252266.CrossRefGoogle Scholar
Shepherd, D. A. (2015). Party on! A call for entrepreneurship research that is more interactive, activity based, cognitively hot, compassionate, and prosocial. Journal of Business Venturing, 30, 489507.CrossRefGoogle Scholar
Simon, H. (1969). Sciences of the artificial. Cambridge, MA: MIT Press.Google Scholar
Simons, K. L., & Åstebro, T. (2010). Entrepreneurs seeking gains: Profit motives and risk aversion in inventors’ commercialization decisions. Journal of Economics and Management Strategy, 19, 863888.CrossRefGoogle Scholar
Smith, J. B., Mitchell, J. R., & Mitchell, R. K. (2009). Entrepreneurial scripts and the new transaction commitment mindset: Extending the expert information processing theory approach to entrepreneurial cognition research. Entrepreneurship Theory and Practice, 33, 815844.CrossRefGoogle Scholar
Sonnentag, S., & Kleine, B. M. (2000). Deliberate practice at work: A study with insurance agents. Journal of Occupational and Organizational Psychology, 73, 87102.CrossRefGoogle Scholar
Sonnentag, S., Niessen, C., & Volmer, J. (2006). Expertise in software design. In Ericsson, K. A., Charness, N., Hoffman, R. R., & Feltovich, P. J. (eds.), The Cambridge handbook of expertise and expert performance (pp. 373388). Cambridge University Press.CrossRefGoogle Scholar
Stewart, W. H., & Roth, P. L. (2007). A meta-analysis of achievement motivation differences between entrepreneurs and managers. Journal of Small Business Management, 45, 401421.CrossRefGoogle Scholar
Taylor, D. W., & Thorpe, R. (2004). Entrepreneurial learning: A process of co-participation. Journal of Small Business and Enterprise Development, 11, 203211.CrossRefGoogle Scholar
Thompson, P. (2010). Learning by doing. Handbook of the Economics of Innovation, 1, 429476.CrossRefGoogle Scholar
Toft-Kehler, R., Wennberg, K., & Kim, P. H. (2014). Practice makes perfect: Entrepreneurial-experience curves and venture performance. Journal of Business Venturing, 29, 453470.CrossRefGoogle Scholar
Unger, J. M., Keith, N., Hilling, C., Gielnik, M. M., & Frese, M. (2009). Deliberate practice among South African small business owners: Relationships with education, cognitive ability, knowledge, and success. Journal of Occupational and Organizational Psychology, 82, 2144.CrossRefGoogle Scholar
Unger, J. M., Rauch, A., Frese, M., & Rosenbusch, N. (2011). Human capital and entrepreneurial success: A meta-analytical review. Journal of Business Venturing, 26, 341358.CrossRefGoogle Scholar
Venkataraman, S. (1997). The distinctive domain of entrepreneurship research. Advances in Entrepreneurship, Firm Emergence and Growth, 3, 119138.Google Scholar
Vygotsky, L. S. (1978). Mind in society: The development of higher mental processes. Cambridge, MA: Harvard University Press.Google Scholar
Wang, C. L., & Chugh, H. (2014). Entrepreneurial learning: Past research and future challenges. International Journal of Management Reviews, 16, 2461.CrossRefGoogle Scholar
Yates, J. F., & Tschirhart, M. D. (2006). Decision-making expertise. In Ericsson, K. A., Charness, N., Hoffman, R. R., & Feltovich, P. J. (eds.), The Cambridge handbook of expertise and expert performance (pp. 421438). Cambridge University Press.CrossRefGoogle Scholar
Zacharakis, A. L., & Meyer, G. D. (2000). The potential of actuarial decision models: Can they improve the venture capital investment decision? Journal of Business Venturing, 15, 323346.CrossRefGoogle Scholar
Zhao, H., & Seibert, S. E. (2006). The big five personality dimensions and entrepreneurial status: A meta-analytical review. Journal of Applied Psychology, 91, 259271.CrossRefGoogle ScholarPubMed
Zhao, H., Seibert, S. E., & Lumpkin, G. T. (2010). The relationship of personality to entrepreneurial intentions and performance: A meta-analytic review. Journal of Management, 36, 381404.CrossRefGoogle Scholar

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