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A Scientific Approach to Entrepreneurial Decision Making: Large Scale Replication and Extension

Author

Listed:
  • Camuffo, Arnaldo
  • Gambardella, Alfonso
  • Messinese, Danilo
  • Novelli, Elena
  • Paolucci, Emilio
  • Spina, Chiara

Abstract

This large-scale replication of Camuffo et al. (2020) - 759 firms in 4 randomized control trials - confirms that a scientific approach to entrepreneurial decisions can be taught and leads to superior results. The paper yields novel contributions. First, the adoption of a scientific approach generates fewer pivots, which is associated with higher performance. Second, it develops a theoretical framework that sheds light on the underlying mechanisms: methodic doubt (greater caution) and efficient search (better information). We show that fewer pivots imply that, in our sample, the former mechanism dominates. Third, results are robust to the use of a measure of the adoption of the scientific approach instrumented by the treatment, and to models that account for the joint determination of variables.

Suggested Citation

  • Camuffo, Arnaldo & Gambardella, Alfonso & Messinese, Danilo & Novelli, Elena & Paolucci, Emilio & Spina, Chiara, 2021. "A Scientific Approach to Entrepreneurial Decision Making: Large Scale Replication and Extension," CEPR Discussion Papers 15972, Centre for Economic Policy Research.
  • Handle: RePEc:cpr:ceprdp:15972
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    File URL: https://cepr.org/publications/DP15972
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    References listed on IDEAS

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    1. Nicholas Bloom & John Van Reenen, 2007. "Measuring and Explaining Management Practices Across Firms and Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1351-1408.
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    Cited by:

    1. Fabian Gaessler & Henning Piezunka, 2023. "Training with AI: Evidence from chess computers," Strategic Management Journal, Wiley Blackwell, vol. 44(11), pages 2724-2750, November.
    2. Ruiqing Cao & Rembrand Koning & Ramana Nanda, 2024. "Sampling Bias in Entrepreneurial Experiments," Management Science, INFORMS, vol. 70(10), pages 7283-7307, October.

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    Keywords

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    JEL classification:

    • L21 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Business Objectives of the Firm
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • M13 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - New Firms; Startups
    • M21 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Economics - - - Business Economics

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