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Financial forecasting and risky decisions: an experimental study grounded in Prospect theory

Author

Listed:
  • Rodney C. Shrader

    (University of Illinois at Chicago)

  • Mark Simon

    (University of Michigan—Flint)

  • Steven Stanton

    (Oakland University)

Abstract

This study employed prospect theory to examine relationships between effort invested in developing financial forecasts and risk taking. Results of an experimental study indicated that the more effort subjects invested in developing forecasts, the more likely they were to use those forecasts as their reference points when evaluating venture performance. Results also indicated that subjects who used forecasts as their reference points and exerted greater effort developing those forecasts were more likely to take risky actions when performance fell below their reference points. This study is the first to link effort to the type of reference point used and the first to link effort and the use of financial forecasts to risky decisions. In addition, it is one of only a few studies to employ prospect theory to examine risk taking decisions subsequent to start-up. Its results enhance our understanding of risk taking, prospect theory and reference points.

Suggested Citation

  • Rodney C. Shrader & Mark Simon & Steven Stanton, 2021. "Financial forecasting and risky decisions: an experimental study grounded in Prospect theory," International Entrepreneurship and Management Journal, Springer, vol. 17(4), pages 1827-1841, December.
    • Handle: RePEc:spr:intemj:v:17:y:2021:i:4:d:10.1007_s11365-020-00697-4
    DOI: 10.1007/s11365-020-00697-4
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    References listed on IDEAS

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    1. Aguinis, Herman & Lawal, Sola O., 2012. "Conducting field experiments using eLancing's natural environment," Journal of Business Venturing, Elsevier, vol. 27(4), pages 493-505.
    2. Alwine Mohnen & Kathrin Pokorny & Dirk Sliwka, 2008. "Transparency, Inequity Aversion, and the Dynamics of Peer Pressure in Teams: Theory and Evidence," Journal of Labor Economics, University of Chicago Press, vol. 26(4), pages 693-720, October.
    3. Daniel Kahneman & Dan Lovallo, 1993. "Timid Choices and Bold Forecasts: A Cognitive Perspective on Risk Taking," Management Science, INFORMS, vol. 39(1), pages 17-31, January.
    4. Johannes Abeler & Armin Falk & Lorenz Goette & David Huffman, 2011. "Reference Points and Effort Provision," American Economic Review, American Economic Association, vol. 101(2), pages 470-492, April.
    5. repec:cup:judgdm:v:11:y:2016:i:3:p:223-242 is not listed on IDEAS
    6. Cramer, J. S. & Hartog, J. & Jonker, N. & Van Praag, C. M., 2002. "Low risk aversion encourages the choice for entrepreneurship: an empirical test of a truism," Journal of Economic Behavior & Organization, Elsevier, vol. 48(1), pages 29-36, May.
    7. repec:cup:judgdm:v:9:y:2014:i:2:p:167-175 is not listed on IDEAS
    8. Martin Brown & Armin Falk & Ernst Fehr, 2004. "Relational Contracts and the Nature of Market Interactions," Econometrica, Econometric Society, vol. 72(3), pages 747-780, May.
    9. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    10. Brinckmann, Jan & Grichnik, Dietmar & Kapsa, Diana, 2010. "Should entrepreneurs plan or just storm the castle? A meta-analysis on contextual factors impacting the business planning-performance relationship in small firms," Journal of Business Venturing, Elsevier, vol. 25(1), pages 24-40, January.
    11. Marco Faravelli & Kenan Kalayci & Carlos Pimienta, 2020. "Costly voting: a large-scale real effort experiment," Experimental Economics, Springer;Economic Science Association, vol. 23(2), pages 468-492, June.
    12. Charness, Gary & Gneezy, Uri & Henderson, Austin, 2018. "Experimental methods: Measuring effort in economics experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 149(C), pages 74-87.
    13. Saul Estrin & Tomasz Mickiewicz & Anna Rebmann, 2017. "Prospect theory and the effects of bankruptcy laws on entrepreneurial aspirations," Small Business Economics, Springer, vol. 48(4), pages 977-997, April.
    14. Hvide, Hans K. & Panos, Georgios A., 2014. "Risk tolerance and entrepreneurship," Journal of Financial Economics, Elsevier, vol. 111(1), pages 200-223.
    15. Victor Martin-Sanchez & Ignacio Contín-Pilart & Martin Larraza-Kintana, 2018. "The influence of entrepreneurs’ social referents on start-up size," International Entrepreneurship and Management Journal, Springer, vol. 14(1), pages 173-194, March.
    16. Busenitz, Lowell W. & Barney, Jay B., 1997. "Differences between entrepreneurs and managers in large organizations: Biases and heuristics in strategic decision-making," Journal of Business Venturing, Elsevier, vol. 12(1), pages 9-30, January.
    17. Simon, Mark & Houghton, Susan M. & Savelli, Sonia, 2003. "Out of the frying pan...?: Why small business managers introduce high-risk products," Journal of Business Venturing, Elsevier, vol. 18(3), pages 419-440, May.
    18. Andreas Hack & Frauke Bieberstein & Nils D. Kraiczy, 2016. "Reference point formation and new venture creation," Small Business Economics, Springer, vol. 46(3), pages 447-465, March.
    19. Brice Corgnet & Roberto Hernán-González & Stephen Rassenti, 2011. "Real Effort, Real Leisure and Real-time Supervision: Incentives and Peer Pressure in Virtual Organizations," Working Papers 11-05, Chapman University, Economic Science Institute.
    20. Manimala, Mathew J., 1992. "Entrepreneurial heuristics: A comparison between high PL (pioneering-innovative) and low PI ventures," Journal of Business Venturing, Elsevier, vol. 7(6), pages 477-504, November.
    21. Gary Charness & Daniela Grieco, 2019. "Creativity and Incentives," Journal of the European Economic Association, European Economic Association, vol. 17(2), pages 454-496.
    22. Simon, Mark & Stanton, Steven J. & Townsend, Janell D. & Kim, John, 2019. "A multi-method study of social ties and crowdfunding success: Opening the black box to get the cash inside," Journal of Business Research, Elsevier, vol. 104(C), pages 206-214.
    23. Cooper, Arnold C. & Woo, Carolyn Y. & Dunkelberg, William C., 1988. "Entrepreneurs' perceived chances for success," Journal of Business Venturing, Elsevier, vol. 3(2), pages 97-108.
    24. repec:cup:judgdm:v:12:y:2017:i:4:p:382-395 is not listed on IDEAS
    25. Gavin Cassar, 2010. "Are individuals entering self‐employment overly optimistic? an empirical test of plans and projections on nascent entrepreneur expectations," Strategic Management Journal, Wiley Blackwell, vol. 31(8), pages 822-840, August.
    26. Simon, Mark & Houghton, Susan M. & Aquino, Karl, 2000. "Cognitive biases, risk perception, and venture formation: How individuals decide to start companies," Journal of Business Venturing, Elsevier, vol. 15(2), pages 113-134, March.
    27. Daly, Timothy M. & Nataraajan, Rajan, 2015. "Swapping bricks for clicks: Crowdsourcing longitudinal data on Amazon Turk," Journal of Business Research, Elsevier, vol. 68(12), pages 2603-2609.
    28. Baron, Robert A., 2004. "The cognitive perspective: a valuable tool for answering entrepreneurship's basic "why" questions," Journal of Business Venturing, Elsevier, vol. 19(2), pages 221-239, March.
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