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Geographic distance between co-inventors and firm performance: The moderating roles of interfirm and cross-country collaborations

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  • Moaniba, Igam M.
  • Su, Hsin-Ning
  • Lee, Pei-Chun

Abstract

Firms use strategic collaborations to reduce costs and increase productivity through shared technological capabilities, knowledge and resources. However, technological collaboration over geographic distance involves the risks of facing communication problems including vulnerability to the language difference, cultural issues, and political barriers. Consequently, firms engaging in technical collaborations across different locations often face higher communication (and other distance-related) costs, which in turn could affect their financial performance. This paper investigates the relationship between inventor distance and firm performance by employing panel fixed effect quantile regression techniques with interaction variables on a sample of 556 firms. The study finds empirical evidence that the geographic distance between collaborating inventors has a positive effect on firm performance. This effect is stronger in companies that engage in inventor collaborations across international borders and weaker in multi-national corporations that rely only on intra-firm inventor collaborations.

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  • Moaniba, Igam M. & Su, Hsin-Ning & Lee, Pei-Chun, 2020. "Geographic distance between co-inventors and firm performance: The moderating roles of interfirm and cross-country collaborations," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
  • Handle: RePEc:eee:tefoso:v:157:y:2020:i:c:s0040162519323030
    DOI: 10.1016/j.techfore.2020.120070
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    as
    1. Marco Ceccagnoli, 2009. "Appropriability, preemption, and firm performance," Strategic Management Journal, Wiley Blackwell, vol. 30(1), pages 81-98, January.
    2. Giuliani, Elisa & Martinelli, Arianna & Rabellotti, Roberta, 2016. "Is Co-Invention Expediting Technological Catch Up? A Study of Collaboration between Emerging Country Firms and EU Inventors," World Development, Elsevier, vol. 77(C), pages 192-205.
    3. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 577-598.
    4. Corinne Autant‐Bernard & Pascal Billand & David Frachisse & Nadine Massard, 2007. "Social distance versus spatial distance in R&D cooperation: Empirical evidence from European collaboration choices in micro and nanotechnologies," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 495-519, August.
    5. Gautam Ahuja, 2000. "The duality of collaboration: inducements and opportunities in the formation of interfirm linkages," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 317-343, March.
    6. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    7. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    8. Luca Berchicci & Jeroen P. J. de Jong & Mark Freel, 2016. "Remote collaboration and innovative performance: the moderating role of R&D intensity," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(3), pages 429-446.
    9. Benjamin M Oviatt & Patricia Phillips McDougall, 2005. "Toward a theory of international new ventures," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 36(1), pages 29-41, January.
    10. J. Knoben, 2009. "Localized inter-organizational linkages, agglomeration effects, and the innovative performance of firms," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 757-779, September.
    11. Sarah Kaplan & Keyvan Vakili, 2015. "The double-edged sword of recombination in breakthrough innovation," Strategic Management Journal, Wiley Blackwell, vol. 36(10), pages 1435-1457, October.
    12. Giulio Cainelli & Rinaldo Evangelista & Maria Savona, 2006. "Innovation and economic performance in services: a firm-level analysis," Cambridge Journal of Economics, Oxford University Press, vol. 30(3), pages 435-458, May.
    13. Scott Shane, 2001. "Technology Regimes and New Firm Formation," Management Science, INFORMS, vol. 47(9), pages 1173-1190, September.
    14. Su, Hsin-Ning & Moaniba, Igam M., 2020. "Does geographic distance to partners affect firm R&D spending? The moderating roles of individuals, firms, and countries," Journal of Business Research, Elsevier, vol. 106(C), pages 12-23.
    15. Kafouros, Mario & Wang, Chengqi & Mavroudi, Eva & Hong, Junjie & Katsikeas, Constantine S., 2018. "Geographic dispersion and co-location in global R&D portfolios: Consequences for firm performance," Research Policy, Elsevier, vol. 47(7), pages 1243-1255.
    16. Hans T. W. Frankort & John Hagedoorn & Wilko Letterie, 2012. "R&D partnership portfolios and the inflow of technological knowledge," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(2), pages 507-537, April.
    17. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    18. Veugelers, Reinhilde & Cassiman, Bruno, 2002. "Complementarity in the Innovation Strategy: Internal R&D, External Technology Acquisition and Cooperation," CEPR Discussion Papers 3284, C.E.P.R. Discussion Papers.
    19. Hüseyin Tanriverdi & N. Venkatraman, 2005. "Knowledge relatedness and the performance of multibusiness firms," Strategic Management Journal, Wiley Blackwell, vol. 26(2), pages 97-119, February.
    20. Adam Jaffe & Manuel Trajtenberg, 1999. "International Knowledge Flows: Evidence From Patent Citations," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 8(1-2), pages 105-136.
    21. Cai, Helen (Huifen) & Sarpong, David & Tang, Xiaoyun & Zhao, Guiqin, 2020. "Foreign patents surge and technology spillovers in China (1985–2009): Evidence from the patent and trade markets," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    22. Manuel Trajtenberg & Rebecca Henderson & Adam Jaffe, 1997. "University Versus Corporate Patents: A Window On The Basicness Of Invention," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 5(1), pages 19-50.
    23. Martin Falk, 2004. "What Drives Business R&D Intensity Across OECD Countries?," WIFO Working Papers 236, WIFO.
    24. John Hagedoorn, 1993. "Understanding the rationale of strategic technology partnering: Interorganizational modes of cooperation and sectoral differences," Strategic Management Journal, Wiley Blackwell, vol. 14(5), pages 371-385, July.
    25. Su, Hsin-Ning & Moaniba, Igam M., 2017. "Does innovation respond to climate change? Empirical evidence from patents and greenhouse gas emissions," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 49-62.
    26. Harhoff, Dietmar & Scherer, Frederic M. & Vopel, Katrin, 2003. "Citations, family size, opposition and the value of patent rights," Research Policy, Elsevier, vol. 32(8), pages 1343-1363, September.
    27. Nigel Driffield & Jun Du & Sourafel Girma, 2008. "Optimal geographic diversification and firm performance: evidence from the U.K," Journal of Productivity Analysis, Springer, vol. 30(2), pages 145-154, October.
    28. Geert Duysters & John Hagedoorn, 1998. "Technological Convergence in the IT Industry: The Role of Strategic Technology Alliances and Technological Competencies," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 5(3), pages 355-368.
    29. Alex Coad & Rekha Rao, 2010. "Firm growth and R&D expenditure," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 19(2), pages 127-145.
    30. 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.
    31. Gilbert, Brett Anitra & McDougall, Patricia P. & Audretsch, David B., 2008. "Clusters, knowledge spillovers and new venture performance: An empirical examination," Journal of Business Venturing, Elsevier, vol. 23(4), pages 405-422, July.
    32. Wagner, Caroline S. & Roessner, J. David & Bobb, Kamau & Klein, Julie Thompson & Boyack, Kevin W. & Keyton, Joann & Rafols, Ismael & Börner, Katy, 2011. "Approaches to understanding and measuring interdisciplinary scientific research (IDR): A review of the literature," Journal of Informetrics, Elsevier, vol. 5(1), pages 14-26.
    33. Gomes-Casseres, Benjamin & Hagedoorn, John & Jaffe, Adam B., 2006. "Do alliances promote knowledge flows?," Journal of Financial Economics, Elsevier, vol. 80(1), pages 5-33, April.
    34. Moaniba, Igam M. & Su, Hsin-Ning & Lee, Pei-Chun, 2019. "On the drivers of innovation: Does the co-evolution of technological diversification and international collaboration matter?," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
    35. Galvao Jr., Antonio F., 2011. "Quantile regression for dynamic panel data with fixed effects," Journal of Econometrics, Elsevier, vol. 164(1), pages 142-157, September.
    36. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    37. Charlene L. Nicholls‐Nixon & Carolyn Y. Woo, 2003. "Technology sourcing and output of established firms in a regime of encompassing technological change," Strategic Management Journal, Wiley Blackwell, vol. 24(7), pages 651-666, July.
    38. Zahra, Shaker A. & Bogner, William C., 2000. "Technology strategy and software new ventures' performance: Exploring the moderating effect of the competitive environment," Journal of Business Venturing, Elsevier, vol. 15(2), pages 135-173, March.
    39. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2016. "Innovation and firm growth: Does firm age play a role?," Research Policy, Elsevier, vol. 45(2), pages 387-400.
    40. Lori Rosenkopf & Paul Almeida, 2003. "Overcoming Local Search Through Alliances and Mobility," Management Science, INFORMS, vol. 49(6), pages 751-766, June.
    41. Elia, Stefano & Messeni Petruzzelli, Antonio & Piscitello, Lucia, 2019. "The impact of cultural diversity on innovation performance of MNC subsidiaries in strategic alliances," Journal of Business Research, Elsevier, vol. 98(C), pages 204-213.
    42. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    43. Robert M. Grant & Charles Baden‐Fuller, 2004. "A Knowledge Accessing Theory of Strategic Alliances," Journal of Management Studies, Wiley Blackwell, vol. 41(1), pages 61-84, January.
    44. Joanne Oxley & Tetsuo Wada, 2009. "Alliance Structure and the Scope of Knowledge Transfer: Evidence from U.S.-Japan Agreements," Management Science, INFORMS, vol. 55(4), pages 635-649, April.
    45. 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.
    46. Qiu, Shumin & Liu, Xielin & Gao, Taishan, 2017. "Do emerging countries prefer local knowledge or distant knowledge? Spillover effect of university collaborations on local firms," Research Policy, Elsevier, vol. 46(7), pages 1299-1311.
    47. Donna Marie DeCarolis & David L. Deeds, 1999. "The impact of stocks and flows of organizational knowledge on firm performance: an empirical investigation of the biotechnology industry," Strategic Management Journal, Wiley Blackwell, vol. 20(10), pages 953-968, October.
    48. Leon Oerlemans & Marius Meeus, 2005. "Do Organizational and Spatial Proximity Impact on Firm Performance?," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 89-104.
    49. Udo Zander & Bruce Kogut, 1995. "Knowledge and the Speed of the Transfer and Imitation of Organizational Capabilities: An Empirical Test," Organization Science, INFORMS, vol. 6(1), pages 76-92, February.
    50. 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.
    51. Blind, Knut & Edler, Jakob & Frietsch, Rainer & Schmoch, Ulrich, 2006. "Motives to patent: Empirical evidence from Germany," Research Policy, Elsevier, vol. 35(5), pages 655-672, June.
    52. Alam, Ashraful & Uddin, Moshfique & Yazdifar, Hassan, 2019. "Institutional determinants of R&D investment: Evidence from emerging markets," Technological Forecasting and Social Change, Elsevier, vol. 138(C), pages 34-44.
    53. Deepak Somaya & Ian O. Williamson & Xiaomeng Zhang, 2007. "Combining Patent Law Expertise with R&D for Patenting Performance," Organization Science, INFORMS, vol. 18(6), pages 922-937, December.
    54. Joan Penner‐Hahn & J. Myles Shaver, 2005. "Does international research and development increase patent output? An analysis of Japanese pharmaceutical firms," Strategic Management Journal, Wiley Blackwell, vol. 26(2), pages 121-140, February.
    55. Cassiman, Bruno & Veugelers, Reinhilde, 2002. "Complementarity in the innovation strategy: Internal R&D, external technology acquisition, and cooperation in R&D," IESE Research Papers D/457, IESE Business School.
    56. Siddiqui, Danish Ahmed & Ahmed, Qazi Masood, 2013. "The effect of institutions on economic growth: A global analysis based on GMM dynamic panel estimation," Structural Change and Economic Dynamics, Elsevier, vol. 24(C), pages 18-33.
    57. Deeds, David L. & Decarolis, DONA & Coombs, Joseph, 2000. "Dynamic capabilities and new product development in high technology ventures: An empirical analysis of new biotechnology firms," Journal of Business Venturing, Elsevier, vol. 15(3), pages 211-229, May.
    58. Song, Malin & Wang, Shuhong & Sun, Jing, 2018. "Environmental regulations, staff quality, green technology, R&D efficiency, and profit in manufacturing," Technological Forecasting and Social Change, Elsevier, vol. 133(C), pages 1-14.
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