Causality Between International Trade and International Patenting: A Combination of Network Analysis and Granger Causality
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DOI: 10.1007/s11293-022-09743-8
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- 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.
- Nicholas Bloom & Mirko Draca & John Van Reenen, 2011. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," CEP Discussion Papers dp1000, Centre for Economic Performance, LSE.
- Van Reenen, John & Bloom, Nicholas & Draca, Mirko, 2011. "Trade induced technical change? The impact of Chinese imports on innovation, IT and productivity," CEPR Discussion Papers 8236, C.E.P.R. Discussion Papers.
- Nicholas Bloom & Mirko Draca & John Van Reenen, 2011. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," NBER Working Papers 16717, National Bureau of Economic Research, Inc.
- Bloom, Nick & Draca, Mirko & Van Reenen, John, 2011. "Trade induced technical change? The impact of Chinese imports on innovation, IT and productivity," LSE Research Online Documents on Economics 121704, London School of Economics and Political Science, LSE Library.
- 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.
- Pian Shu & Claudia Steinwender, 2018. "The Impact of Trade Liberalization on Firm Productivity and Innovation," NBER Chapters, in: Innovation Policy and the Economy, Volume 19, pages 39-68, National Bureau of Economic Research, Inc.
- Pian Shu & Claudia Steinwender, 2018. "The Impact of Trade Liberalization on Firm Productivity and Innovation," NBER Working Papers 24715, National Bureau of Economic Research, Inc.
- 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.
- Aïda Caldera Sanchez, 2009. "Innovation and Exporting: Edvidence from Spanish Manufacturing Firms," Working Papers ECARES 2009_014, ULB -- Universite Libre de Bruxelles.
- Aïda Caldera Sanchez, 2010. "Innovation and exporting: Evidence from Spanish manufacturing firms," ULB Institutional Repository 2013/192285, ULB -- Universite Libre de Bruxelles.
- 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.
- David M. Gould & William C. Gruben, 1994. "The role of intellectual property rights in economic growth," Working Papers 9409, Federal Reserve Bank of Dallas.
- 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.
- 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.
- Grossman, G.M. & Lai, E., 2001. "International Protection of intellectual Property," Papers 215, Princeton, Woodrow Wilson School - Public and International Affairs.
- Gene M Grossman & Edwin L Lai, 2004. "International Protection of Intellectual Property," Levine's Working Paper Archive 122247000000000442, David K. Levine.
- Gene M. Grossman & Edwin L.-C. Lai, 2002. "International Protection of Intellectual Property," CESifo Working Paper Series 790, CESifo.
- Grossman, Gene & Lai, Edwin, 2002. "International Protection of Intellectual Property," CEPR Discussion Papers 3118, C.E.P.R. Discussion Papers.
- Gene Grossman & Edwin L.-C. Lai, 2002. "International Protection of Intellectual Property," NBER Working Papers 8704, National Bureau of Economic Research, Inc.
- Thomas Chaney, 2014.
"The Network Structure of International Trade,"
American Economic Review, American Economic Association, vol. 104(11), pages 3600-3634, November.
- Chaney, Thomas, 2011. "The Network Structure of International Trade," CEPR Discussion Papers 8240, C.E.P.R. Discussion Papers.
- Thomas Chaney, 2014. "The Network Structure of International Trade," SciencePo Working papers Main hal-03579668, HAL.
- Thomas Chaney, 2011. "The Network Structure of International Trade," NBER Working Papers 16753, National Bureau of Economic Research, Inc.
- Thomas Chaney, 2014. "The Network Structure of International Trade," Post-Print hal-03579668, HAL.
- Glick, Reuven & Rose, Andrew K., 2016.
"Currency unions and trade: A post-EMU reassessment,"
European Economic Review, Elsevier, vol. 87(C), pages 78-91.
- Reuven Glick & Andrew K. Rose, "undated". "Currency Unions and Trade: A Post‐EMU Reassessment," GRU Working Paper Series GRU_2016_016, City University of Hong Kong, Department of Economics and Finance, Global Research Unit.
- Ejermo, Olof & Karlsson, Charlie, 2006.
"Interregional inventor networks as studied by patent coinventorships,"
Research Policy, Elsevier, vol. 35(3), pages 412-430, April.
- Ejermo, Olof & Karlsson, Charlie, 2005. "Interregional Inventor Networks as Studied by Patent Co-inventorships," Papers in Innovation Studies 2005/11, Lund University, CIRCLE - Centre for Innovation Research.
- 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.
- Andrew Atkeson & Ariel Burstein, 2007. "Innovation, firm dynamics, and international trade," NBER Working Papers 13326, National Bureau of Economic Research, Inc.
- Ariel Burstein & Andrew Atkeson, 2009. "Innovation, Firm Dynamics, and International Trade," 2009 Meeting Papers 186, Society for Economic Dynamics.
- Andrew Atkeson & Ariel Burstein, 2010. "Innovation, firm dynamics, and international trade," Staff Report 444, Federal Reserve Bank of Minneapolis.
- Andrew Atkeson & Ariel Burstein, 2007. "Innovation, Firm Dynamics, and International Trade," Levine's Working Paper Archive 122247000000001423, David K. Levine.
- 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.
- 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.
- Dorn, David & Autor, David & Hanson, Gordon & Pisano, Gary P. & Shu, Pian, 2016. "Foreign Competition and Domestic Innovation: Evidence from U.S. Patents," CEPR Discussion Papers 11664, C.E.P.R. Discussion Papers.
- David H. Autor & David Dorn & Gordon H. Hanson & Gary Pisano & Pian Shu, 2019. "Foreign Competition and Domestic Innovation: Evidence from U.S. Patents," CESifo Working Paper Series 7865, CESifo.
- Autor, David & Dorn, David & Hanson, Gordon H. & Pisano, Gary & Shu, Pian, 2019. "Foreign Competition and Domestic Innovation: Evidence from U.S. Patents," IZA Discussion Papers 12638, Institute of Labor Economics (IZA).
- David Autor & David Dorn & Gary Pisano & Gordon Hanson & Pian Shu, 2018. "Foreign Competition and Domestic Innovation: Evidence from U.S. Patents," 2018 Meeting Papers 239, Society for Economic Dynamics.
- David Autor & David Dorn & Gordon H. Hanson & Gary Pisano & Pian Shu, 2016. "Foreign Competition and Domestic Innovation: Evidence from U.S. Patents," NBER Working Papers 22879, National Bureau of Economic Research, Inc.
- 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..
- Teece, David J., 1986. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," Research Policy, Elsevier, vol. 15(6), pages 285-305, December.
- Teece, David J., 1993. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," Research Policy, Elsevier, vol. 22(2), pages 112-113, April.
- David J. Teece, 2003. "Profiting from Technological Innovation: Implications for Integration, Collaboration, Licensing and Public Policy," World Scientific Book Chapters, in: Essays In Technology Management And Policy Selected Papers of David J Teece, chapter 2, pages 11-46, World Scientific Publishing Co. Pte. Ltd..
- 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.
- Goyal, S. & Joshi, S., 1999. "Bilateralism and free trade," Econometric Institute Research Papers EI 9953-/A, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
- Duncan J. Watts & Steven H. Strogatz, 1998. "Collective dynamics of ‘small-world’ networks," Nature, Nature, vol. 393(6684), pages 440-442, June.
- 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.
- Giovanni Dosi & Marco Grazzi & Daniele Moschella, 2014. "Technology and costs in international competitiveness: from countries and sectors to firms," LEM Papers Series 2014/10, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- G. Dosi & M. Grazzi & D. Moschella, 2014. "Technology and costs in international competitiveness: from countries and sectors to firms," Working Papers wp941, Dipartimento Scienze Economiche, Universita' di Bologna.
- 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.
- 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.
- Bruno Van Pottelsberghe & Dominique Guellec, 2001. "The internationalisation of technology analysed with patent data," ULB Institutional Repository 2013/6223, ULB -- Universite Libre de Bruxelles.
- 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.
- Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012.
"Testing for Granger non-causality in heterogeneous panels,"
Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
- Christophe Hurlin & Elena Dumitrescu, 2012. "Testing for Granger Non-causality in Heterogeneous Panels," Working Papers halshs-00224434, HAL.
- Elena Ivona Dumitrescu & Christophe Hurlin, 2012. "Testing for Granger Non-causality in Heterogeneous Panels," Post-Print hal-01385899, HAL.
- 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.
- 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.
- 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.
- Casella, Alessandra & Rauch, James E, 1997. "Anonymous Market and Group Ties in International Trade," CEPR Discussion Papers 1748, C.E.P.R. Discussion Papers.
- Alessandra Casella & James E. Rauch, 1997. "Anonymous Market and Group Ties in International Trade," NBER Working Papers 6186, National Bureau of Economic Research, Inc.
- 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.
- 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.
- Luca De Benedictis & Silvia Nenci & Gianluca Santoni & Lucia Tajoli & Claudio Vicarelli, 2014. "Network Analysis of World Trade using the BACI-CEPII Dataset," Global Economy Journal (GEJ), World Scientific Publishing Co. Pte. Ltd., vol. 14(03n04), pages 287-343, October.
- De Benedictis, L. & Nenci, S. & Santoni, G. & Tajoli, L. & Vicarelli, C., 2013. "Network Analysis of World Trade using the BACI-CEPII dataset," Working papers 471, Banque de France.
- Luca De Benedictis & Silvia Nenci & Gianluca Santoni & Lucia Tajoli & Claudio Vicarelli, 2013. "Network Analysis of World Trade using the BACI-CEPII dataset," Working Papers 2013-24, CEPII research center.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- repec:hal:spmain:info:hdl:2441/7an8r1ubqs93caeqs80puld0tp is not listed on IDEAS
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Keywords
International trade; International patenting; Network analysis; Granger causality;All these keywords.
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