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Toward an understanding of innovation failure: The timing of failure experience

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  • Wang, Tao

Abstract

Failure is a key feature of innovation and learning from innovation failure has been seen as the main source of knowledge production and future success. The timing of the failure experience affects learning from innovation failure as it determines the speed and salience of the feedback firms get, but the research on this issue is relatively scarce. This study uses drug development data in the biotechnology industry and separates innovation into early and late stages to explore this issue. The results show that firms are more likely to learn from early-stage innovation failures than from late-stage innovation failures. This is because the knowledge gained from late-stage innovation failures may not be applied to improve future early-stage innovation. However, slack resources can facilitate such cross-stage knowledge spillover. This paper sheds light on learning from failure literature by examining the heterogeneity of failure experiences in experiential learning.

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  • Wang, Tao, 2023. "Toward an understanding of innovation failure: The timing of failure experience," Technovation, Elsevier, vol. 125(C).
  • Handle: RePEc:eee:techno:v:125:y:2023:i:c:s0166497223000986
    DOI: 10.1016/j.technovation.2023.102787
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    as
    1. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    2. Beneito, Pilar & Rochina-Barrachina, María Engracia & Sanchis, Amparo, 2014. "Learning through experience in Research & Development: An empirical analysis with Spanish firms," Technological Forecasting and Social Change, Elsevier, vol. 88(C), pages 290-305.
    3. Narendranathan, Wiji & Stewart, Mark B, 1991. "Simple Methods for Testing for the Proportionality of Cause-Specific Hazards in Competing Risk Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 53(3), pages 331-340, August.
    4. Dean A. Shepherd & Holger Patzelt & Trenton A. Williams & Dennis Warnecke, 2014. "How Does Project Termination Impact Project Team Members? Rapid Termination, ‘Creeping Death’, and Learning from Failure," Journal of Management Studies, Wiley Blackwell, vol. 51(4), pages 513-546, June.
    5. Jovanovic, Boyan & Nyarko, Yaw, 1996. "Learning by Doing and the Choice of Technology," Econometrica, Econometric Society, vol. 64(6), pages 1299-1310, November.
    6. William Ocasio, 2011. "Attention to Attention," Organization Science, INFORMS, vol. 22(5), pages 1286-1296, October.
    7. Joel A. C. Baum & Paul Ingram, 1998. "Survival-Enhancing Learning in the Manhattan Hotel Industry, 1898--1980," Management Science, INFORMS, vol. 44(7), pages 996-1016, July.
    8. Nelson, Richard R & Winter, Sidney G, 1973. "Toward an Evolutionary Theory of Economic Capabilities," American Economic Review, American Economic Association, vol. 63(2), pages 440-449, May.
    9. Rerup, Claus, 2005. "Learning from past experience: Footnotes on mindfulness and habitual entrepreneurship," Scandinavian Journal of Management, Elsevier, vol. 21(4), pages 451-472, December.
    10. Wang, Tao, 2023. "The ownership structure of corporate venture capital financing and innovation," Technovation, Elsevier, vol. 123(C).
    11. Karan Girotra & Christian Terwiesch & Karl T. Ulrich, 2007. "Valuing R& D Projects in a Portfolio: Evidence from the Pharmaceutical Industry," Management Science, INFORMS, vol. 53(9), pages 1452-1466, September.
    12. Natarajan Balasubramanian & Jagadeesh Sivadasan, 2011. "What Happens When Firms Patent? New Evidence from U.S. Economic Census Data," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 126-146, February.
    13. Mansfield, Edwin, 1981. "Composition of R and D Expenditures: Relationship to Size of Firm, Concentration, and Innovative Output," The Review of Economics and Statistics, MIT Press, vol. 63(4), pages 610-615, November.
    14. Joshua L. Krieger, 2021. "Trials and Terminations: Learning from Competitors’ R&D Failures," Management Science, INFORMS, vol. 67(9), pages 5525-5548, September.
    15. Giovanni Gavetti, 2005. "Cognition and Hierarchy: Rethinking the Microfoundations of Capabilities’ Development," Organization Science, INFORMS, vol. 16(6), pages 599-617, December.
    16. Rebecca Achee Thornton & Peter Thompson, 2001. "Learning from Experience and Learning from Others: An Exploration of Learning and Spillovers in Wartime Shipbuilding," American Economic Review, American Economic Association, vol. 91(5), pages 1350-1368, December.
    17. June-Young Kim & Ji-Yub (Jay) Kim & Anne S. Miner, 2009. "Organizational Learning from Extreme Performance Experience: The Impact of Success and Recovery Experience," Organization Science, INFORMS, vol. 20(6), pages 958-978, December.
    18. Qin, Jian & van der Rhee, Bo, 2021. "From trash to treasure: A checklist to identify high-potential NPD projects from previously rejected projects," Technovation, Elsevier, vol. 104(C).
    19. Levinthal, Daniel & March, James G., 1981. "A model of adaptive organizational search," Journal of Economic Behavior & Organization, Elsevier, vol. 2(4), pages 307-333, December.
    20. Rebecca Henderson & Iain Cockburn, 1994. "Measuring Competence? Exploring Firm Effects in Pharmaceutical Research," Strategic Management Journal, Wiley Blackwell, vol. 15(S1), pages 63-84, December.
    21. Pamela R. Haunschild & Francisco Polidoro & David Chandler, 2015. "Organizational Oscillation Between Learning and Forgetting: The Dual Role of Serious Errors," Organization Science, INFORMS, vol. 26(6), pages 1682-1701, December.
    22. Frank T. Rothaermel & David L. Deeds, 2004. "Exploration and exploitation alliances in biotechnology: a system of new product development," Strategic Management Journal, Wiley Blackwell, vol. 25(3), pages 201-221, March.
    23. Pamela R. Haunschild & Mooweon Rhee, 2004. "The Role of Volition in Organizational Learning: The Case of Automotive Product Recalls," Management Science, INFORMS, vol. 50(11), pages 1545-1560, November.
    24. J.P. Eggers, 2012. "All experience is not created equal: learning, adapting, and focusing in product portfolio management," Strategic Management Journal, Wiley Blackwell, vol. 33(3), pages 315-335, March.
    25. Henrich R. Greve, 2007. "‘Exploration and exploitation in product innovation’," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(5), pages 945-975, October.
    26. Khalil Rhaiem & Nabil Amara, 2021. "Learning from innovation failures: a systematic review of the literature and research agenda," Review of Managerial Science, Springer, vol. 15(2), pages 189-234, February.
    27. Linda Argote & Sara L. Beckman & Dennis Epple, 1990. "The Persistence and Transfer of Learning in Industrial Settings," Management Science, INFORMS, vol. 36(2), pages 140-154, February.
    28. Rebecca Henderson & Iain Cockburn, 1996. "Scale, Scope, and Spillovers: The Determinants of Research Productivity in Drug Discovery," RAND Journal of Economics, The RAND Corporation, vol. 27(1), pages 32-59, Spring.
    29. Rajat Khanna & Isin Guler & Atul Nerkar, 2018. "Entangled decisions: Knowledge interdependencies and terminations of patented inventions in the pharmaceutical industry," Strategic Management Journal, Wiley Blackwell, vol. 39(9), pages 2439-2465, September.
    30. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    31. Rita Gunther McGrath & Atul Nerkar, 2004. "Real options reasoning and a new look at the R&D investment strategies of pharmaceutical firms," Strategic Management Journal, Wiley Blackwell, vol. 25(1), pages 1-21, January.
    32. Gilsing, Victor & Nooteboom, Bart, 2006. "Exploration and exploitation in innovation systems: The case of pharmaceutical biotechnology," Research Policy, Elsevier, vol. 35(1), pages 1-23, February.
    33. Michael D. Cohen, 1991. "Individual Learning and Organizational Routine: Emerging Connections," Organization Science, INFORMS, vol. 2(1), pages 135-139, February.
    34. David Maslach, 2016. "Change and persistence with failed technological innovation," Strategic Management Journal, Wiley Blackwell, vol. 37(4), pages 714-723, April.
    35. Pablo D’Este & Alberto Marzucchi & Francesco Rentocchini, 2018. "Exploring and yet failing less: learning from past and current exploration in R&D," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(3), pages 525-553.
    36. Irwin, Douglas A & Klenow, Peter J, 1994. "Learning-by-Doing Spillovers in the Semiconductor Industry," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1200-1227, December.
    37. Daniel A. Levinthal & James G. March, 1993. "The myopia of learning," Strategic Management Journal, Wiley Blackwell, vol. 14(S2), pages 95-112, December.
    38. William Ocasio, 1997. "Towards An Attention‐Based View Of The Firm," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 187-206, July.
    39. de Holan Pablo Martin & Nelson Phillips, 2004. "Organizational forgetting as Strategy," Post-Print hal-02312934, HAL.
    40. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    41. Lee Fleming & Olav Sorenson, 2004. "Science as a map in technological search," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 909-928, August.
    42. Daniel Levinthal & Claus Rerup, 2006. "Crossing an Apparent Chasm: Bridging Mindful and Less-Mindful Perspectives on Organizational Learning," Organization Science, INFORMS, vol. 17(4), pages 502-513, August.
    43. Ha Hoang & Frank T. Rothaermel, 2010. "Leveraging internal and external experience: exploration, exploitation, and R&D project performance," Strategic Management Journal, Wiley Blackwell, vol. 31(7), pages 734-758, July.
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    Cited by:

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    2. Yu, Anyu & Zhang, Qin & Yu, Rongjian & Cheng, Yu, 2023. "More is better or in waste? A resource allocation measure of government grants for facilitating firm innovations," Technological Forecasting and Social Change, Elsevier, vol. 197(C).

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