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The effects of performance shortfalls on firms’ exploitation and exploration R&D internationalization decisions: Does industry environmental matter?

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  • Zhong, Xi
  • Chen, Weihong
  • Ren, Ge

Abstract

Building on the behavioral theory of the firm (BTF), our study investigated how firms adjust their exploitation and exploration R&D internationalization in response to performance shortfalls and how this adjustment is moderated by industry environmental factors. Using 16 years (2003–2018) of data on Chinese listed firms, our study found that in response to performance shortfalls, firms will increase exploitation R&D internationalization rather than exploration R&D internationalization. In other words, performance shortfalls negatively affect the share of exploration R&D internationalization. In addition, we also found that the relationship between performance shortfalls and the share of exploitation R&D internationalization is strengthened by industry market turbulence but weakened by industry technological turbulence.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:techno:v:112:y:2022:i:c:s0166497221001899
    DOI: 10.1016/j.technovation.2021.102408
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    as
    1. Raffaele Morandi Stagni & Andrea Fosfuri & Juan Santaló, 2021. "A bird in the hand is worth two in the bush: Technology search strategies and competition due to import penetration," Strategic Management Journal, Wiley Blackwell, vol. 42(8), pages 1516-1544, August.
    2. Christian Schumacher & Steffen Keck & Wenjie Tang, 2020. "Biased interpretation of performance feedback: The role of CEO overconfidence," Strategic Management Journal, Wiley Blackwell, vol. 41(6), pages 1139-1165, June.
    3. Wen, Jinyan & Qualls, William J. & Zeng, Deming, 2021. "To explore or exploit: The influence of inter-firm R&D network diversity and structural holes on innovation outcomes," Technovation, Elsevier, vol. 100(C).
    4. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    5. Miguelez, Ernest, 2019. "Collaborative patents and the mobility of knowledge workers," Technovation, Elsevier, vol. 86, pages 62-74.
    6. Choi, Jaeho & Rhee, Mooweon & Kim, Young-Choon, 2019. "Performance feedback and problemistic search: The moderating effects of managerial and board outsiderness," Journal of Business Research, Elsevier, vol. 102(C), pages 21-33.
    7. Hsu, Chia-Wen & Lien, Yung-Chih & Chen, Homin, 2015. "R&D internationalization and innovation performance," International Business Review, Elsevier, vol. 24(2), pages 187-195.
    8. Heather Berry, 2020. "Internationalizing firm innovations: The influence of multimarket overlap in knowledge activities," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(6), pages 963-985, August.
    9. Jie Yang & Jieqiong Ma & Hongxin Zhao & Jim Cater & Mark Arnold, 2019. "Family involvement, environmental turbulence, and R&D investment: evidence from Listed Chinese SMEs," Small Business Economics, Springer, vol. 53(4), pages 1017-1032, December.
    10. Ambos, Bjorn, 2005. "Foreign direct investment in industrial research and development: A study of German MNCs," Research Policy, Elsevier, vol. 34(4), pages 395-410, May.
    11. von Zedtwitz, Maximilian & Gassmann, Oliver, 2002. "Market versus technology drive in R&D internationalization: four different patterns of managing research and development," Research Policy, Elsevier, vol. 31(4), pages 569-588, May.
    12. Chen, Chung-Jen & Huang, Yi-Fen & Lin, Bou-Wen, 2012. "How firms innovate through R&D internationalization? An S-curve hypothesis," Research Policy, Elsevier, vol. 41(9), pages 1544-1554.
    13. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    14. Tang, Chunhui & Tang, Yaojia & Su, Shengwei, 2019. "R&D internationalization, product diversification and international performance for emerging market enterprises: An empirical study on Chinese enterprises," European Management Journal, Elsevier, vol. 37(4), pages 529-539.
    15. René Belderbos & Jinhyuck (Joseph) Park & Martin Carree, 2021. "Do R&D investments in weak IPR countries destroy market value? The role of internal linkages," Strategic Management Journal, Wiley Blackwell, vol. 42(8), pages 1401-1431, August.
    16. Todd A. Gormley & David A. Matsa, 2014. "Common Errors: How to (and Not to) Control for Unobserved Heterogeneity," The Review of Financial Studies, Society for Financial Studies, vol. 27(2), pages 617-661.
    17. Hurtado-Torres, Nuria E. & Aragón-Correa, J. Alberto & Ortiz-de-Mandojana, Natalia, 2018. "How does R&D internationalization in multinational firms affect their innovative performance? The moderating role of international collaboration in the energy industry," International Business Review, Elsevier, vol. 27(3), pages 514-527.
    18. Xie, En & Huang, Yuanyuan & Stevens, Charles E. & Lebedev, Sergey, 2019. "Performance feedback and outward foreign direct investment by emerging economy firms," Journal of World Business, Elsevier, vol. 54(6), pages 1-1.
    19. 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.
    20. 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.
    21. Zi-Lin He & Poh-Kam Wong, 2004. "Exploration vs. Exploitation: An Empirical Test of the Ambidexterity Hypothesis," Organization Science, INFORMS, vol. 15(4), pages 481-494, August.
    22. Shigemi Yoneyama, 2012. "Building External Networks And Its Effect On The Performance Of Overseas R&D Base," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 16(03), pages 1-18.
    23. John H Dunning, 1988. "The Eclectic Paradigm of International Production: A Restatement and Some Possible Extensions," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 19(1), pages 1-31, March.
    24. Grüning, Patrick, 2018. "Heterogeneity in the internationalization of R&D: Implications for anomalies in finance and macroeconomics," Finance Research Letters, Elsevier, vol. 26(C), pages 132-138.
    25. Tang, Qingqing & Gu, Flora F. & Xie, En & Wu, Zhan, 2020. "Exploratory and exploitative OFDI from emerging markets: Impacts on firm performance," International Business Review, Elsevier, vol. 29(2).
    26. Pino G. Audia & Henrich R. Greve, 2006. "Less Likely to Fail: Low Performance, Firm Size, and Factory Expansion in the Shipbuilding Industry," Management Science, INFORMS, vol. 52(1), pages 83-94, January.
    27. David Maslach, 2016. "Change and persistence with failed technological innovation," Strategic Management Journal, Wiley Blackwell, vol. 37(4), pages 714-723, April.
    28. Tristan Fitzgerald & Benjamin Balsmeier & Lee Fleming & Gustavo Manso, 2021. "Innovation Search Strategy and Predictable Returns," Management Science, INFORMS, vol. 67(2), pages 1109-1137, February.
    29. Alessandri, Todd M. & Pattit, Jason M., 2014. "Drivers of R&D investment: The interaction of behavioral theory and managerial incentives," Journal of Business Research, Elsevier, vol. 67(2), pages 151-158.
    30. Martin, Silvia L. & Javalgi, Rajshekhar (Raj) G., 2016. "Entrepreneurial orientation, marketing capabilities and performance: The Moderating role of Competitive Intensity on Latin American International New Ventures," Journal of Business Research, Elsevier, vol. 69(6), pages 2040-2051.
    31. Stephen J. Smulowitz & Horacio E. Rousseau & Philip Bromiley, 2020. "The behavioral theory of the (community‐oriented) firm: The differing response of community‐oriented firms to performance relative to aspirations," Strategic Management Journal, Wiley Blackwell, vol. 41(6), pages 1023-1053, June.
    32. Ardito, Lorenzo & Ernst, Holger & Messeni Petruzzelli, Antonio, 2020. "The interplay between technology characteristics, R&D internationalisation, and new product introduction: Empirical evidence from the energy conservation sector," Technovation, Elsevier, vol. 96.
    33. Gao, Wenlian & Chou, Julia, 2015. "Innovation efficiency, global diversification, and firm value," Journal of Corporate Finance, Elsevier, vol. 30(C), pages 278-298.
    34. René Belderbos & Boris Lokshin & Bert Sadowski, 2015. "The returns to foreign R&D," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 46(4), pages 491-504, May.
    35. Yadong Luo, 2003. "Industrial dynamics and managerial networking in an emerging market: the case of China," Strategic Management Journal, Wiley Blackwell, vol. 24(13), pages 1315-1327, December.
    36. Ye Dai & Philip T. Roundy & Jay I. Chok & Fangsheng Ding & Gukdo Byun, 2016. "‘Who Knows What?’ in New Venture Teams: Transactive Memory Systems as a Micro-Foundation of Entrepreneurial Orientation," Journal of Management Studies, Wiley Blackwell, vol. 53(8), pages 1320-1347, December.
    37. Jerker Denrell & James G. March, 2001. "Adaptation as Information Restriction: The Hot Stove Effect," Organization Science, INFORMS, vol. 12(5), pages 523-538, October.
    38. Odagiri, Hiroyuki & Yasuda, Hideto, 1996. "The determinants of overseas R&D by Japanese firms: an empirical study at the industry and company levels," Research Policy, Elsevier, vol. 25(7), pages 1059-1079, October.
    39. Zhang, Tingting (Grace) & You, Yu, 2021. "Scale or efficiency? Performance shortfall and engagement in production activities of foreign subsidiaries in China," Journal of International Management, Elsevier, vol. 27(1).
    40. Ohad Ref & Zur Shapira, 2017. "Entering new markets: The effect of performance feedback near aspiration and well below and above it," Strategic Management Journal, Wiley Blackwell, vol. 38(7), pages 1416-1434, July.
    41. Alicia Rodríguez & María Jesús Nieto, 2016. "Does R&D offshoring lead to SME growth? Different governance modes and the mediating role of innovation," Strategic Management Journal, Wiley Blackwell, vol. 37(8), pages 1734-1753, August.
    42. Srivardhini K. Jha & Charles Dhanaraj & Rishikesha T. Krishnan, 2018. "From Arbitrage to Global Innovation: Evolution of Multinational R&D in Emerging Markets," Management International Review, Springer, vol. 58(4), pages 633-661, August.
    43. Chen, Kaui-Hwang & Wang, Chun-Hsien & Huang, Shi-Zheng & Shen, George C., 2016. "Service innovation and new product performance: The influence of market-linking capabilities and market turbulence," International Journal of Production Economics, Elsevier, vol. 172(C), pages 54-64.
    44. S. Trevis Certo & John R. Busenbark & Hyun‐soo Woo & Matthew Semadeni, 2016. "Sample selection bias and Heckman models in strategic management research," Strategic Management Journal, Wiley Blackwell, vol. 37(13), pages 2639-2657, December.
    45. Steinberg, Philip J. & Procher, Vivien D. & Urbig, Diemo, 2017. "Too much or too little of R&D offshoring: The impact of captive offshoring and contract offshoring on innovation performance," Research Policy, Elsevier, vol. 46(10), pages 1810-1823.
    46. 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.
    47. Vrontis, Demetris & Christofi, Michael, 2021. "R&D internationalization and innovation: A systematic review, integrative framework and future research directions," Journal of Business Research, Elsevier, vol. 128(C), pages 812-823.
    48. Snehal Awate & Marcus M Larsen & Ram Mudambi, 2015. "Accessing vs sourcing knowledge: A comparative study of R&D internationalization between emerging and advanced economy firms," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 46(1), pages 63-86, January.
    49. Harry G Barkema & Rian Drogendijk, 2007. "Internationalising in small, incremental or larger steps?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(7), pages 1132-1148, December.
    50. Liat Eldor, 2020. "How Collective Engagement Creates Competitive Advantage for Organizations: A Business‐Level Model of Shared Vision, Competitive Intensity, and Service Performance," Journal of Management Studies, Wiley Blackwell, vol. 57(2), pages 177-209, March.
    51. Lin-Hua Lu & Poh-Kam Wong, 2019. "Performance feedback, financial slack and the innovation behavior of firms," Asia Pacific Journal of Management, Springer, vol. 36(4), pages 1079-1109, December.
    52. Cozza, Claudio & Franco, Chiara & Perani, Giulio, 2018. "R&D endowments at home driving R&D internationalisation: Evidence from the Italian business R&D survey," Technological Forecasting and Social Change, Elsevier, vol. 134(C), pages 277-289.
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