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Causality Between International Trade and International Patenting: A Combination of Network Analysis and Granger Causality

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  • Bachar Moussa

    (Aristotle University of Thessaloniki)

  • Nikos C. Varsakelis

    (Aristotle University of Thessaloniki)

Abstract

This paper combines network analysis with Granger causality tests to examine the possible causal relationship between a country’s position in the international trade and international patenting networks. This combination has not been examined thus far. The first stage applies social network analysis to the international patenting and international trade networks using data for 82 countries for the period 1995–2018. The international patenting network and international trade network evolution shows that the linking frequency of patenting abroad and trade participation increased during the sample period. In the second stage, panel data Granger causality tests were applied to the computed metrics of the two networks. The results of the Granger causality tests suggest two-way causality between a country’s relative position as recipient of foreign patents and imports. This might suggest an endogeneity or feedback effect between incoming foreign patenting and imports. Granger causality suggests causality from the country’s relative position as sender of patents abroad to exports, but not vice versa. This last finding indicates that by recognizing business opportunities in a destination country, patentees decide to register their innovation in the foreign country before proceeding to export.

Suggested Citation

  • Bachar Moussa & Nikos C. Varsakelis, 2022. "Causality Between International Trade and International Patenting: A Combination of Network Analysis and Granger Causality," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 50(1), pages 9-26, June.
  • Handle: RePEc:kap:atlecj:v:50:y:2022:i:1:d:10.1007_s11293-022-09743-8
    DOI: 10.1007/s11293-022-09743-8
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    1. Nicholas Bloom & Mirko Draca & John Van Reenen, 2016. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(1), pages 87-117.
    2. Pian Shu & Claudia Steinwender, 2019. "The Impact of Trade Liberalization on Firm Productivity and Innovation," Innovation Policy and the Economy, University of Chicago Press, vol. 19(1), pages 39-68.
    3. Aida Caldera, 2010. "Innovation and exporting: evidence from Spanish manufacturing firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 146(4), pages 657-689, December.
    4. Gould, David M. & Gruben, William C., 1996. "The role of intellectual property rights in economic growth," Journal of Development Economics, Elsevier, vol. 48(2), pages 323-350, March.
    5. Yang, Chih-Hai & Kuo, Nai-Fong, 2008. "Trade-related influences, foreign intellectual property rights and outbound international patenting," Research Policy, Elsevier, vol. 37(3), pages 446-459, April.
    6. Gene M. Grossman & Edwin L.-C. Lai, 2004. "International Protection of Intellectual Property," American Economic Review, American Economic Association, vol. 94(5), pages 1635-1653, December.
    7. Thomas Chaney, 2014. "The Network Structure of International Trade," American Economic Review, American Economic Association, vol. 104(11), pages 3600-3634, November.
    8. Glick, Reuven & Rose, Andrew K., 2016. "Currency unions and trade: A post-EMU reassessment," European Economic Review, Elsevier, vol. 87(C), pages 78-91.
    9. Ejermo, Olof & Karlsson, Charlie, 2006. "Interregional inventor networks as studied by patent coinventorships," Research Policy, Elsevier, vol. 35(3), pages 412-430, April.
    10. Andrew Atkeson & Ariel Tomás Burstein, 2010. "Innovation, Firm Dynamics, and International Trade," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 433-484, June.
    11. Palangkaraya, Alfons & Jensen, Paul H. & Webster, Elizabeth, 2017. "The effect of patents on trade," Journal of International Economics, Elsevier, vol. 105(C), pages 1-9.
    12. David Autor & David Dorn & Gordon H. Hanson & Gary Pisano & Pian Shu, 2020. "Foreign Competition and Domestic Innovation: Evidence from US Patents," American Economic Review: Insights, American Economic Association, vol. 2(3), pages 357-374, September.
    13. David J. TEECE, 2008. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 5, pages 67-87, World Scientific Publishing Co. Pte. Ltd..
    14. Sanjeev Goyal & Sumit Joshi, 2006. "Bilateralism And Free Trade," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 47(3), pages 749-778, August.
    15. Duncan J. Watts & Steven H. Strogatz, 1998. "Collective dynamics of ‘small-world’ networks," Nature, Nature, vol. 393(6684), pages 440-442, June.
    16. Dosi, Giovanni & Grazzi, Marco & Moschella, Daniele, 2015. "Technology and costs in international competitiveness: From countries and sectors to firms," Research Policy, Elsevier, vol. 44(10), pages 1795-1814.
    17. Smith, Pamela J., 1999. "Are weak patent rights a barrier to U.S. exports?," Journal of International Economics, Elsevier, vol. 48(1), pages 151-177, June.
    18. Guellec, Dominique & Pottelsberghe de la Potterie, Bruno v., 2001. "The internationalisation of technology analysed with patent data," Research Policy, Elsevier, vol. 30(8), pages 1253-1266, October.
    19. Maskus, Keith E. & Penubarti, Mohan, 1995. "How trade-related are intellectual property rights?," Journal of International Economics, Elsevier, vol. 39(3-4), pages 227-248, November.
    20. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    21. Nicholas Bloom & Helena Schweiger & John Van Reenen, 2012. "The land that lean manufacturing forgot?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 20(4), pages 593-635, October.
    22. Moussa, Bachar & Varsakelis, Nikos C., 2017. "International patenting: An application of network analysis," The Journal of Economic Asymmetries, Elsevier, vol. 15(C), pages 48-55.
    23. Casella, Alessandra & Rauch, James E., 2002. "Anonymous market and group ties in international trade," Journal of International Economics, Elsevier, vol. 58(1), pages 19-47, October.
    24. Jennifer H. Chen & Show-Ling Jang & Chiao-Hui Chang, 2013. "The patterns and propensity for international co-invention: the case of China," Scientometrics, Springer;Akadémiai Kiadó, vol. 94(2), pages 481-495, February.
    25. De Benedictis Luca & Nenci Silvia & Santoni Gianluca & Tajoli Lucia & Vicarelli Claudio, 2014. "Network Analysis of World Trade using the BACI-CEPII Dataset," Global Economy Journal, De Gruyter, vol. 14(3-4), pages 287-343, October.
    26. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    27. Albert G.Z. Hu & I.P.L. Png, 2013. "Patent rights and economic growth: evidence from cross-country panels of manufacturing industries," Oxford Economic Papers, Oxford University Press, vol. 65(3), pages 675-698, July.
    28. Pilar Beneito & María Engracia Rochina-Barrachina & Amparo Sanchis, 2018. "International patenting decisions: empirical evidence with Spanish firms," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(2), pages 579-599, August.
    29. Smith, Pamela J., 2001. "How do foreign patent rights affect U.S. exports, affiliate sales, and licenses?," Journal of International Economics, Elsevier, vol. 55(2), pages 411-439, December.
    30. Jordan Shan & Ken Wilson, 2001. "Causality between trade and tourism: empirical evidence from China," Applied Economics Letters, Taylor & Francis Journals, vol. 8(4), pages 279-283.
    31. Ivus, Olena, 2010. "Do stronger patent rights raise high-tech exports to the developing world?," Journal of International Economics, Elsevier, vol. 81(1), pages 38-47, May.
    32. repec:hal:spmain:info:hdl:2441/7an8r1ubqs93caeqs80puld0tp is not listed on IDEAS
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