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The origins of firm strategy: Learning by economic experimentation and strategic pivots in the early automobile industry

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  • Sandeep D. Pillai
  • Brent Goldfarb
  • David A. Kirsch

Abstract

Research Summary We explore the effectiveness of economic experimentation as a learning mechanism through a historical exploration of the early automobile industry. We focus on a particular subset of economic experiments, called strategic pivots, that requires irreversible firm commitments. Our quantitative analysis suggests that strategic pivoting was associated with success. We then use historical methods to understand whether this association is reasonably interpreted as a causal link. We identify lessons that could only plausibly have been learned through strategic pivoting and document that those firms that were able to learn from the strategic pivots were most likely to succeed. We discuss the generalizability of our findings to build the hypothesis that strategic pivots and economic experiments originate firm strategy. Managerial Summary We explore the effectiveness of experimentation as a learning mechanism through a historical exploration of the early automobile industry. We focus on a particular subset of experiments, called strategic pivots, that requires irreversible firm commitments. Our analysis suggests that strategic pivoting was associated with success. We identify lessons that could only plausibly be learned through strategic pivoting and document that those firms that were able to learn from the strategic pivots were most likely to succeed. Even though firms may use lean techniques, market solutions may only be discovered through strategic pivots whose outcomes are unknowable ex‐ante. Therefore, successful strategies reflect an element of luck.

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  • Sandeep D. Pillai & Brent Goldfarb & David A. Kirsch, 2020. "The origins of firm strategy: Learning by economic experimentation and strategic pivots in the early automobile industry," Strategic Management Journal, Wiley Blackwell, vol. 41(3), pages 369-399, March.
  • Handle: RePEc:bla:stratm:v:41:y:2020:i:3:p:369-399
    DOI: 10.1002/smj.3102
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    2. Sanasi, Silvia & Ghezzi, Antonio & Cavallo, Angelo, 2023. "What happens after market validation? Experimentation for scaling in technology-based startups," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    3. Silvia Sanasi, 2023. "Entrepreneurial experimentation in business model dynamics: Current understanding and future opportunities," International Entrepreneurship and Management Journal, Springer, vol. 19(2), pages 805-836, June.
    4. Timo Ehrig & Jens Schmidt, 2022. "Theory‐based learning and experimentation: How strategists can systematically generate knowledge at the edge between the known and the unknown," Strategic Management Journal, Wiley Blackwell, vol. 43(7), pages 1287-1318, July.
    5. Ari Hyytinen & Petri Rouvinen & Mika Pajarinen & Joosua Virtanen, 2023. "Ex Ante Predictability of Rapid Growth: A Design Science Approach," Entrepreneurship Theory and Practice, , vol. 47(6), pages 2465-2493, November.
    6. Burnell, Devin & Stevenson, Regan & Fisher, Greg, 2023. "Early-stage business model experimentation and pivoting," Journal of Business Venturing, Elsevier, vol. 38(4).
    7. Rembrand Koning & Sharique Hasan & Aaron Chatterji, 2022. "Experimentation and Start-up Performance: Evidence from A/B Testing," Management Science, INFORMS, vol. 68(9), pages 6434-6453, September.
    8. Zhou, Dan & Yan, Tingting & Dai, Weiqi & Feng, Junzheng, 2021. "Disentangling the interactions within and between servitization and digitalization strategies: A service-dominant logic," International Journal of Production Economics, Elsevier, vol. 238(C).
    9. Mike G. Tsionas & Pankaj C. Patel, 2022. "An entrepreneur's dilemma: An optimal stopping rule in pivoting," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(8), pages 3498-3515, December.
    10. Tommaso Minola & Nadine Kammerlander & Franz W. Kellermanns & Frank Hoy, 2021. "Corporate Entrepreneurship and Family Business: Learning Across Domains," Journal of Management Studies, Wiley Blackwell, vol. 58(1), pages 1-26, January.
    11. Snihur, Yuliya & Clarysse, Bart, 2022. "Sowing the seeds of failure: Organizational identity dynamics in new venture pivoting," Journal of Business Venturing, Elsevier, vol. 37(1).
    12. Lee, Hyeonsuh, 2023. "Unraveling the effect of pre-entry knowledge of founders on experimentation in nascent industries: A configurational approach," Journal of Business Research, Elsevier, vol. 167(C).

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