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The Silent Story: Using Computer-Aided Text Analysis to Predict Entrepreneurial Performance

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  • Terry Noel
  • Laura Erskine

Abstract

To provide a naturalistic, empirical analysis of entrepreneurial decision-making through textual analysis, DICTION is used to analyse student journal entries made in conjunction with an entrepreneurship simulation used widely in teaching entrepreneurship. Concrete terms are used as a proxy for action orientation and cognition-related words as a proxy for analytical orientation. Being disposed toward cognitive activity instead of concrete action detracts from performance. To the degree that one’s use of language reflects underlying thought patterns, thinking concretely is a desirable trait for entrepreneurs. This article contributes to research conducted in a naturalistic environment and allows for a closer examination of cognitive processes by analysing the kinds of words used. The article also introduces CATA as a viable methodological tool for the entrepreneurship domain.

Suggested Citation

  • Terry Noel & Laura Erskine, 2013. "The Silent Story: Using Computer-Aided Text Analysis to Predict Entrepreneurial Performance," Journal of Entrepreneurship and Innovation in Emerging Economies, Entrepreneurship Development Institute of India, vol. 22(1), pages 1-14, March.
  • Handle: RePEc:sae:jouent:v:22:y:2013:i:1:p:1-14
    DOI: 10.1177/0971355712469163
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    References listed on IDEAS

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    1. Paul Slovic & Melissa L. Finucane & Ellen Peters & Donald G. MacGregor, 2004. "Risk as Analysis and Risk as Feelings: Some Thoughts about Affect, Reason, Risk, and Rationality," Risk Analysis, John Wiley & Sons, vol. 24(2), pages 311-322, April.
    2. Saulo D. Barbosa & Jill Kickul & Brett R. Smith, 2008. "The Road Less Intended: Integrating Entrepreneurial Cognition And Risk In Entrepreneurship Education," Journal of Enterprising Culture (JEC), World Scientific Publishing Co. Pte. Ltd., vol. 16(04), pages 411-439.
    3. Saulo Dubard Barbosa & Jill Kickul & Brett Smith, 2008. "The road less intended : Integrating entrepreneurial cognition and risk in entrepreneurship education," Post-Print hal-02311841, HAL.
    4. Miguel Pina E Cunha, 2007. "Entrepreneurship As Decision Making: Rational, Intuitive And Improvisational Approaches," Journal of Enterprising Culture (JEC), World Scientific Publishing Co. Pte. Ltd., vol. 15(01), pages 1-20.
    5. Forbes, Daniel P., 2005. "Are some entrepreneurs more overconfident than others?," Journal of Business Venturing, Elsevier, vol. 20(5), pages 623-640, September.
    6. Thomas Astebro & Scott A. Jeffrey & Gordon K. Adomdza, 2007. "Inventor Perseverance after Being Told to Quit : The Role of Cognitive Biases," Post-Print hal-00476770, HAL.
    7. Baron, Robert A., 1998. "Cognitive mechanisms in entrepreneurship: why and when enterpreneurs think differently than other people," Journal of Business Venturing, Elsevier, vol. 13(4), pages 275-294, July.
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