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Game of skill or game of luck? Distant search in response to performance feedback

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  • Walrave, Bob
  • Gilsing, Victor A.

Abstract

Despite its strategic benefits, there is persistent heterogeneity across firms to what extent they engage in distant search activities. According to the default prediction of behavioral theory of the firm (BTF), poor past performance will increase a firm's propensity for distant search, whereas good performance will lead to a decrease. However, a contrasting view is taken within the emerging capability cue perspective, which predicts the opposite. To understand these conflicting views, we emphasize the key role of context that is formed by a firm's sectoral innovation pattern and shapes the dominant cognition of firms' managers. Building on this sectoral innovation perspective and Pavitt's seminal work (1984; 1995) we distinguish between a science-based innovation pattern (here, we focus on the semiconductor industry) and a specialized-supplier innovation pattern (we focus on the machinery industry). The key claim we make is that different sectoral innovation patterns shape other dominant managerial cognitions, leading to a different interpretation of past performance that influences the decision to increase or decrease distant search. Our paper contributes to an understanding of how the competing ideas on different ways in which firms respond to feedback, in view of distant search, can be reconciled. We also contribute to the literature on technological innovation by considering the role of managerial cognition and how differences therein can be associated with different firm choices on their distant search activities.

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  • Walrave, Bob & Gilsing, Victor A., 2023. "Game of skill or game of luck? Distant search in response to performance feedback," Technovation, Elsevier, vol. 121(C).
  • Handle: RePEc:eee:techno:v:121:y:2023:i:c:s0166497222002322
    DOI: 10.1016/j.technovation.2022.102681
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    as
    1. Hart E. Posen & Daniel A. Levinthal, 2012. "Chasing a Moving Target: Exploitation and Exploration in Dynamic Environments," Management Science, INFORMS, vol. 58(3), pages 587-601, March.
    2. Francesco Bogliacino & Mario Pianta, 2016. "The Pavitt Taxonomy, revisited: patterns of innovation in manufacturing and services," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 33(2), pages 153-180, August.
    3. Bob Walrave & Kim E. van Oorschot & A. Georges L. Romme, 2011. "Getting Trapped in the Suppression of Exploration: A Simulation Model," Journal of Management Studies, Wiley Blackwell, vol. 48(8), pages 1727-1751, December.
    4. Saemundsson, Rögnvaldur & Candi, Marina & Sigurjonsson, Throstur Olaf, 2022. "The influence of performance feedback and top management team orientation on decisions about R&D in technology-based firms," Technovation, Elsevier, vol. 113(C).
    5. John Joseph & Vibha Gaba, 2015. "The fog of feedback: Ambiguity and firm responses to multiple aspiration levels," Strategic Management Journal, Wiley Blackwell, vol. 36(13), pages 1960-1978, December.
    6. Situmeang, Frederik B.I. & Gemser, Gerda & Wijnberg, Nachoem M. & Leenders, Mark A.A.M, 2016. "Risk-taking behavior of technology firms: The role of performance feedback in the video game industry," Technovation, Elsevier, vol. 54(C), pages 22-34.
    7. Joel A. C. Baum & Kristina B. Dahlin, 2007. "Aspiration Performance and Railroads’ Patterns of Learning from Train Wrecks and Crashes," Organization Science, INFORMS, vol. 18(3), pages 368-385, June.
    8. Gilsing, Victor & Nooteboom, Bart & Vanhaverbeke, Wim & Duysters, Geert & van den Oord, Ad, 2008. "Network embeddedness and the exploration of novel technologies: Technological distance, betweenness centrality and density," Research Policy, Elsevier, vol. 37(10), pages 1717-1731, December.
    9. Henrich R. Greve, 2003. "Investment and the behavioral theory of the firm: evidence from shipbuilding," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 12(5), pages 1051-1076, October.
    10. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    11. Jissink, Tymen & Schweitzer, Fiona & Rohrbeck, René, 2019. "Forward-looking search during innovation projects: Under which conditions it impacts innovativeness," Technovation, Elsevier, vol. 84, pages 71-85.
    12. Elia, Gianluca & Margherita, Alessandro & Passiante, Giuseppina, 2020. "Digital entrepreneurship ecosystem: How digital technologies and collective intelligence are reshaping the entrepreneurial process," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    13. Gautam Ahuja & Curba Morris Lampert, 2001. "Entrepreneurship in the large corporation: a longitudinal study of how established firms create breakthrough inventions," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 521-543, June.
    14. 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..
    15. Dosi, Giovanni, 1993. "Technological paradigms and technological trajectories : A suggested interpretation of the determinants and directions of technical change," Research Policy, Elsevier, vol. 22(2), pages 102-103, April.
    16. Kevin D. Clark & Patrick G. Maggitti, 2012. "TMT Potency and Strategic Decision-Making in High Technology Firms," Journal of Management Studies, Wiley Blackwell, vol. 49(7), pages 1168-1193, November.
    17. Rhonda K. Reger & Anne Sigismund Huff, 1993. "Strategic groups: A cognitive perspective," Strategic Management Journal, Wiley Blackwell, vol. 14(2), pages 103-123, February.
    18. Nooteboom, Bart & Van Haverbeke, Wim & Duysters, Geert & Gilsing, Victor & van den Oord, Ad, 2007. "Optimal cognitive distance and absorptive capacity," Research Policy, Elsevier, vol. 36(7), pages 1016-1034, September.
    19. Daniel A. Levinthal, 1997. "Adaptation on Rugged Landscapes," Management Science, INFORMS, vol. 43(7), pages 934-950, July.
    20. Giovanni Dosi & Christopher Freeman & Richard Nelson & Gerarld Silverberg & Luc Soete (ed.), 1988. "Technical Change and Economic Theory," LEM Book Series, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy, number dosietal-1988, March.
    21. David Audretsch & Alex Coad & Agustí Segarra, 2014. "Firm growth and innovation," Small Business Economics, Springer, vol. 43(4), pages 743-749, December.
    22. Lai-Yin Cheah, Sarah & Ho, Yuen-Ping & Li, Shiyu, 2021. "Search strategy, innovation and financial performance of firms in process industries," Technovation, Elsevier, vol. 105(C).
    23. 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.
    24. Kristina Dahlin & Joel A.C Baum, 2007. "Aspiration performance and railroads' patterns of learning from train wrecks and crashes," Post-Print hal-00480399, HAL.
    25. Malerba, Franco, 2002. "Sectoral systems of innovation and production," Research Policy, Elsevier, vol. 31(2), pages 247-264, February.
    26. Orietta Marsili, 2001. "The Anatomy and Evolution of Industries," Books, Edward Elgar Publishing, number 2272.
    27. Wei‐Ru Chen & Kent D. Miller, 2007. "Situational and institutional determinants of firms' R&D search intensity," Strategic Management Journal, Wiley Blackwell, vol. 28(4), pages 369-381, April.
    28. Keith Pavitt, 1995. "Backing basics Basic research should not just depend on what industry needs now," New Economy, Institute for Public Policy Research, vol. 2(2), pages 71-74, June.
    29. Pasi Kuusela & Thomas Keil & Markku Maula, 2017. "Driven by aspirations, but in what direction? Performance shortfalls, slack resources, and resource-consuming vs. resource-freeing organizational change," Strategic Management Journal, Wiley Blackwell, vol. 38(5), pages 1101-1120, May.
    30. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    31. Kim, Namil & Lee, Hyeokseong & Kim, Wonjoon & Lee, Hyunjong & Suh, Jong Hwan, 2015. "Dynamic patterns of industry convergence: Evidence from a large amount of unstructured data," Research Policy, Elsevier, vol. 44(9), pages 1734-1748.
    32. Daniel A. Levinthal & James G. March, 1993. "The myopia of learning," Strategic Management Journal, Wiley Blackwell, vol. 14(S2), pages 95-112, December.
    33. James G. March & Zur Shapira, 1987. "Managerial Perspectives on Risk and Risk Taking," Management Science, INFORMS, vol. 33(11), pages 1404-1418, November.
    34. Luke Rhee & William Ocasio & Tae-Hyun Kim, 2019. "Performance Feedback in Hierarchical Business Groups: The Cross-Level Effects of Cognitive Accessibility on R&D Search Behavior," Organization Science, INFORMS, vol. 30(1), pages 51-69, February.
    35. Keld Laursen, 2012. "Keep searching and you'll find: what do we know about variety creation through firms' search activities for innovation?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(5), pages 1181-1220, October.
    36. Lori Rosenkopf & Paul Almeida, 2003. "Overcoming Local Search Through Alliances and Mobility," Management Science, INFORMS, vol. 49(6), pages 751-766, June.
    37. Lori Rosenkopf & Atul Nerkar, 2001. "Beyond local search: boundary‐spanning, exploration, and impact in the optical disk industry," Strategic Management Journal, Wiley Blackwell, vol. 22(4), pages 287-306, April.
    38. John Joseph & Ronald Klingebiel & Alex James Wilson, 2016. "Organizational Structure and Performance Feedback: Centralization, Aspirations, and Termination Decisions," Organization Science, INFORMS, vol. 27(5), pages 1065-1083, October.
    39. Herbert A. Simon, 1991. "Bounded Rationality and Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 125-134, February.
    40. Schoenmakers, Wilfred & Duysters, Geert, 2010. "The technological origins of radical inventions," Research Policy, Elsevier, vol. 39(8), pages 1051-1059, October.
    41. Gautam Ahuja & Riitta Katila, 2004. "Where do resources come from? The role of idiosyncratic situations," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 887-907, August.
    42. Short, Jeremy C. & Palmer, Timothy B., 2003. "Organizational performance referents: An empirical examination of their content and influences," Organizational Behavior and Human Decision Processes, Elsevier, vol. 90(2), pages 209-224, March.
    43. Corey C. Phelps, 2010. "A longitudinal study of the influence of alliance network structure and composition on firm exploratory innovation," Post-Print hal-00528392, HAL.
    44. Zhong, Xi & Chen, Weihong & Ren, Ge, 2022. "The effects of performance shortfalls on firms’ exploitation and exploration R&D internationalization decisions: Does industry environmental matter?," Technovation, Elsevier, vol. 112(C).
    45. Vivek Tandon & Puay Khoon Toh, 2022. "Who deviates? Technological opportunities, career concern, and inventor's distant search," Strategic Management Journal, Wiley Blackwell, vol. 43(4), pages 724-757, April.
    46. Tversky, Amos & Kahneman, Daniel, 1986. "Rational Choice and the Framing of Decisions," The Journal of Business, University of Chicago Press, vol. 59(4), pages 251-278, October.
    47. Wei-Ru Chen, 2008. "Determinants of Firms' Backward- and Forward-Looking R&D Search Behavior," Organization Science, INFORMS, vol. 19(4), pages 609-622, August.
    48. Nightingale, Paul, 2000. "Economies of Scale in Experimentation: Knowledge and Technology in Pharmaceutical R&D," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 9(2), pages 315-359, June.
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