IDEAS home Printed from https://ideas.repec.org/a/spr/rvmgts/v10y2016i2p345-364.html
   My bibliography  Save this article

Investigating determinants of inter-regional technology transfer in China: a network analysis with provincial patent data

Author

Listed:
  • Gupeng Zhang
  • Hongbo Duan
  • Jianghua Zhou

Abstract

This study examines the determinants of trans-regional technology transfer within China with patent license data. The weighted exponential random graph model is employed for network analysis to investigate the potential impact factors. Our findings have two main streams: First, most technologies are transferred from provinces with greater R&D input, e.g., Beijing and Shanghai, to economically developed provinces, e.g., Guangdong, Jiangsu and Zhejiang. The economic gap between provinces, which is viewed by most researchers to be one of the keys for technology transfer, has insignificant effects. This finding may be because eastern and western provinces are making competing investments and east provinces are investing much less in the west, which is different from what we usually see between developed and developing countries. Because there are competing relationships between provinces, it is common to see repeated investment and similar industry structures between provinces in China, which impose barriers on technology transfer. Second, provinces with more technologies imported from overseas countries acquire more patents from other provinces within China, which indicates a complementary relationship between overseas and domestic technologies. This finding may be partly because provinces acquiring more overseas technology may be in greater demand of additional complementary technology and partly because of the reverse engineering of overseas technology, which may be conducted by provinces with greater R&D input. Our findings should resonate for policy makers seeking to encourage trans-regional technology interaction and boost innovation capabilities. Copyright Springer-Verlag Berlin Heidelberg 2016

Suggested Citation

  • Gupeng Zhang & Hongbo Duan & Jianghua Zhou, 2016. "Investigating determinants of inter-regional technology transfer in China: a network analysis with provincial patent data," Review of Managerial Science, Springer, vol. 10(2), pages 345-364, March.
  • Handle: RePEc:spr:rvmgts:v:10:y:2016:i:2:p:345-364
    DOI: 10.1007/s11846-014-0148-2
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11846-014-0148-2
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11846-014-0148-2?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kim, Jai-Beom & Kim, Jai-June, 2000. "Reputation and international technology transfer: a comparative study of Japanese, European and American corporations in Korea," International Business Review, Elsevier, vol. 9(5), pages 613-624, October.
    2. Winterscheid, Beverly C. & McNabb, Sandra, 1994. "Technology development and transfer across national and organizational borders: The case of AT&T network systems Europe," International Business Review, Elsevier, vol. 3(4), pages 425-442, December.
    3. Liu, Zhiqiang, 2002. "Foreign Direct Investment and Technology Spillover: Evidence from China," Journal of Comparative Economics, Elsevier, vol. 30(3), pages 579-602, September.
    4. Bernard M. Hoekman & Keith E. Maskus & Kamal Saggi, 2023. "Transfer of Technology to Developing Countries: Unilateral and Multilateral Policy Options," World Scientific Book Chapters, in: Kamal Saggi (ed.), Technology Transfer, Foreign Direct Investment, and the Protection of Intellectual Property in the Global Economy, chapter 5, pages 127-142, World Scientific Publishing Co. Pte. Ltd..
    5. Niosi, Jorge & Hanel, Petr & Fiset, Liette, 1995. "Technology transfer to developing countries through engineering firms: The Canadian experience," World Development, Elsevier, vol. 23(10), pages 1815-1824, October.
    6. Altenburg, Tilman & Schmitz, Hubert & Stamm, Andreas, 2008. "Breakthrough China's and India's Transition from Production to Innovation," World Development, Elsevier, vol. 36(2), pages 325-344, February.
    7. repec:fth:harver:1473 is not listed on IDEAS
    8. Ivarsson, Inge & Alvstam, Claes Goran, 2005. "Technology transfer from TNCs to local suppliers in developing countries: A study of AB Volvo's truck and bus plants in Brazil, China, India, and Mexico," World Development, Elsevier, vol. 33(8), pages 1325-1344, August.
    9. Vishwasrao, Sharmila & Gupta, Srabana & Benchekroun, Hassan, 2007. "Optimum tariffs and patent length in a model of North-South technology transfer," International Review of Economics & Finance, Elsevier, vol. 16(1), pages 1-14.
    10. Branstetter, Lee & Chen, Jong-Rong, 2006. "The impact of technology transfer and R & D on productivity growth in Taiwanese industry: Microeconometric analysis using plant and firm-level data," Journal of the Japanese and International Economies, Elsevier, vol. 20(2), pages 177-192, June.
    11. Yam, Richard C. M. & Guan, Jian Cheng & Pun, Kit Fai & Tang, Esther P. Y., 2004. "An audit of technological innovation capabilities in chinese firms: some empirical findings in Beijing, China," Research Policy, Elsevier, vol. 33(8), pages 1123-1140, October.
    12. Yang, Lei & Maskus, Keith E., 2009. "Intellectual property rights, technology transfer and exports in developing countries," Journal of Development Economics, Elsevier, vol. 90(2), pages 231-236, November.
    13. Blalock, Garrick & Gertler, Paul J., 2008. "Welfare gains from Foreign Direct Investment through technology transfer to local suppliers," Journal of International Economics, Elsevier, vol. 74(2), pages 402-421, March.
    14. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    15. Cui, Anna Shaojie & Griffith, David A. & Cavusgil, S. Tamer & Dabic, Marina, 2006. "The influence of market and cultural environmental factors on technology transfer between foreign MNCs and local subsidiaries: A Croatian illustration," Journal of World Business, Elsevier, vol. 41(2), pages 100-111, June.
    16. Cheung Kui-yin & Lin, Ping, 2004. "Spillover effects of FDI on innovation in China: Evidence from the provincial data," China Economic Review, Elsevier, vol. 15(1), pages 25-44.
    17. Fu, Xiaolan & Gong, Yundan, 2011. "Indigenous and Foreign Innovation Efforts and Drivers of Technological Upgrading: Evidence from China," World Development, Elsevier, vol. 39(7), pages 1213-1225, July.
    18. Liu, Xielin & White, Steven, 2001. "Comparing innovation systems: a framework and application to China's transitional context," Research Policy, Elsevier, vol. 30(7), pages 1091-1114, August.
    19. Dobson, Wendy & Safarian, A.E., 2008. "The transition from imitation to innovation: An enquiry into China's evolving institutions and firm capabilities," Journal of Asian Economics, Elsevier, vol. 19(4), pages 301-311, August.
    20. Guan, Jiancheng & Chen, Zifeng, 2009. "The technological system of Chinese manufacturing industry: A sectorial approach," China Economic Review, Elsevier, vol. 20(4), pages 767-776, December.
    21. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    22. Jasjit Singh, 2005. "Collaborative Networks as Determinants of Knowledge Diffusion Patterns," Management Science, INFORMS, vol. 51(5), pages 756-770, May.
    23. Tihanyi, Laszlo & Roath, Anthony S., 2002. "Technology transfer and institutional development in Central and Eastern Europe," Journal of World Business, Elsevier, vol. 37(3), pages 188-198, October.
    24. John Cantwell & José Molero (ed.), 2003. "Multinational Enterprises, Innovative Strategies and Systems of Innovation," Books, Edward Elgar Publishing, number 3182.
    25. Glass, Amy Jocelyn & Saggi, Kamal, 1998. "International technology transfer and the technology gap," Journal of Development Economics, Elsevier, vol. 55(2), pages 369-398, April.
    26. Nichols, Rodney W., 2008. "Innovation, change, and order: Reflections on science and technology in India, China, and the United States," Technology in Society, Elsevier, vol. 30(3), pages 437-450.
    27. Belderbos, Rene & Ito, Banri & Wakasugi, Ryuhei, 2008. "Intra-firm technology transfer and R&D in foreign affiliates: Substitutes or complements? Evidence from Japanese multinational firms," Journal of the Japanese and International Economies, Elsevier, vol. 22(3), pages 310-319, September.
    28. Leoncini, R. & Maggioni, M. A. & Montresor, S., 1996. "Intersectoral innovation flows and national technological systems: network analysis for comparing Italy and Germany," Research Policy, Elsevier, vol. 25(3), pages 415-430, May.
    29. Lee Fleming & Charles King & Adam I. Juda, 2007. "Small Worlds and Regional Innovation," Organization Science, INFORMS, vol. 18(6), pages 938-954, December.
    30. Rugman, Alan M. & Brewer, Thomas L. (ed.), 2001. "The Oxford Handbook of International Business," OUP Catalogue, Oxford University Press, number 9780199241828.
    31. Jiancheng Guan & Yuan Shi, 2012. "Transnational citation, technological diversity and small world in global nanotechnology patenting," Scientometrics, Springer;Akadémiai Kiadó, vol. 93(3), pages 609-633, December.
    32. Stanley Wasserman & Philippa Pattison, 1996. "Logit models and logistic regressions for social networks: I. An introduction to Markov graphs andp," Psychometrika, Springer;The Psychometric Society, vol. 61(3), pages 401-425, September.
    33. Letchumanan, Raman & Kodama, Fumio, 2000. "Reconciling the conflict between the 'pollution-haven' hypothesis and an emerging trajectory of international technology transfer," Research Policy, Elsevier, vol. 29(1), pages 59-79, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhang, Feng & Zhu, Lei & Xu, Zhi & Wu, Yingying, 2023. "Moving from reverse engineering to disruptive innovation in emerging markets: The importance of knowledge creation," Technovation, Elsevier, vol. 125(C).
    2. Sun, Yutao & Grimes, Seamus, 2017. "The actors and relations in evolving networks: The determinants of inter-regional technology transaction in China," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 125-136.
    3. Zhijun Feng & Hechang Cai & Wen Zhou, 2020. "Structural Characteristics and Spatial Patterns of the Technology Transfer Network in the Guangdong–Hong Kong–Macao Greater Bay Area," Sustainability, MDPI, vol. 12(6), pages 1-28, March.
    4. Hechang Cai & Zhijun Feng & Wen Zhou & Jinghan Chen & Zinan Chen, 2023. "Understanding the spatial polarization pattern of technology transfer network in the Guangdong–Hong Kong–Macao Greater Bay area," Growth and Change, Wiley Blackwell, vol. 54(1), pages 4-25, March.
    5. Chongfeng Wang & Gupeng Zhang, 2019. "Examining the moderating effect of technology spillovers embedded in the intra- and inter-regional collaborative innovation networks of China," Scientometrics, Springer;Akadémiai Kiadó, vol. 119(2), pages 561-593, May.
    6. Hu, Zhibin & Wu, Guangdong & Han, Yilong & Niu, Yanliang, 2023. "Unraveling the dynamic changes of high-speed rail network with urban development: Evidence from China," Socio-Economic Planning Sciences, Elsevier, vol. 85(C).
    7. Losacker, Sebastian, 2022. "‘License to green’: Regional patent licensing networks and green technology diffusion in China," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    8. Jielu Fu & Xiao Yu & Qian Xu, 2023. "Standard Radiation: A New Perspective Leading the Coordinated Development of Urban Agglomerations," Sustainability, MDPI, vol. 15(2), pages 1-17, January.
    9. Dezhong Duan & Yang Zhang & Ying Chen & Debin Du, 2019. "Regional Integration in the Inter-City Technology Transfer System of the Yangtze River Delta, China," Sustainability, MDPI, vol. 11(10), pages 1-19, May.
    10. Weidenfeld, Adi & Makkonen, Teemu & Clifton, Nick, 2021. "From interregional knowledge networks to systems," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    11. He, Xi-jun & Dong, Yan-bo & Wu, Yu-ying & Jiang, Guo-rui & Zheng, Yao, 2019. "Factors affecting evolution of the interprovincial technology patent trade networks in China based on exponential random graph models," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 514(C), pages 443-457.
    12. See, Kok Fong & Ma, Zhanxin & Tian, Yuzhen, 2023. "Examining the efficiency of regional university technology transfer in China: A mixed-integer generalized data envelopment analysis framework," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    13. Wei Yang & Xiang Yu & Dian Wang & Jinrui Yang & Ben Zhang, 2021. "Spatio-temporal evolution of technology flows in China: patent licensing networks 2000–2017," The Journal of Technology Transfer, Springer, vol. 46(5), pages 1674-1703, October.
    14. Qin, Xionghe & Wang, Xueli & Kwan, Mei-Po, 2023. "The contrasting effects of interregional networks and local agglomeration on R&D productivity in Chinese provinces: Insights from an empirical spatial Durbin model," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    15. Yutao Sun & Kai Liu, 2016. "Proximity effect, preferential attachment and path dependence in inter-regional network: a case of China’s technology transaction," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(1), pages 201-220, July.
    16. Bangjuan Wang & Weisheng Mao & Junxian Piao & Chengliang Liu, 2023. "Does external linkage stimulate innovation capacity? The analysis based on “dual‐pipelines” framework," Papers in Regional Science, Wiley Blackwell, vol. 102(3), pages 613-633, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chongfeng Wang & Gupeng Zhang, 2019. "Examining the moderating effect of technology spillovers embedded in the intra- and inter-regional collaborative innovation networks of China," Scientometrics, Springer;Akadémiai Kiadó, vol. 119(2), pages 561-593, May.
    2. Cui Zhang & Xiongjin Feng & Yanzhen Wang, 2022. "Technology Spillovers among Innovation Agents from the Perspective of Network Connectedness," Mathematics, MDPI, vol. 10(16), pages 1-17, August.
    3. Neil Foster-McGregor, 2012. "Innovation and Technology Transfer across Countries," wiiw Research Reports 380, The Vienna Institute for International Economic Studies, wiiw.
    4. Ernest Miguélez & Rosina Moreno, 2013. "“Mobility, networks and innovation: The role of regions’ absorptive capacity”," IREA Working Papers 201316, University of Barcelona, Research Institute of Applied Economics, revised Oct 2013.
    5. Benzaim, Samia & Ftiti, Zied & Khedhaouria, Anis & Djermane, Rebai, 2023. "US foreign investments: Technology transfer, relative backwardness, and the productivity growth of host countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 87(C), pages 275-295.
    6. Li, Xibao, 2011. "Sources of External Technology, Absorptive Capacity, and Innovation Capability in Chinese State-Owned High-Tech Enterprises," World Development, Elsevier, vol. 39(7), pages 1240-1248, July.
    7. Miguélez, Ernest & Moreno, Rosina, 2015. "Knowledge flows and the absorptive capacity of regions," Research Policy, Elsevier, vol. 44(4), pages 833-848.
    8. Ning, Lutao & Wang, Fan & Li, Jian, 2016. "Urban innovation, regional externalities of foreign direct investment and industrial agglomeration: Evidence from Chinese cities," Research Policy, Elsevier, vol. 45(4), pages 830-843.
    9. Haiwei Jiang & Yousha Liang & Shiyuan Pan, 2022. "Foreign direct investment and regional innovation: Evidence from China," The World Economy, Wiley Blackwell, vol. 45(6), pages 1876-1909, June.
    10. Alonso-Martínez, Daniel, 2018. "Social progress and international patent collaboration," Technological Forecasting and Social Change, Elsevier, vol. 134(C), pages 169-177.
    11. Ying Zhou & Sukanlaya Sawang & Xiaohua Yang, 2016. "Understanding The Regional Innovation Capacity In China After Economic Reforms," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 20(06), pages 1-36, August.
    12. He, Xiyou & Mu, Qing, 2012. "How Chinese firms learn technology from transnational corporations: A comparison of the telecommunication and automobile industries," Journal of Asian Economics, Elsevier, vol. 23(3), pages 270-287.
    13. Gholamhossein Mehralian & Razieh Ahmady & Mehdi Majidpour & Farzad Peiravian, 2019. "Identification of Critical Factors Contributing to International Technological Collaborations: The Case of Pharmaceutical Industry," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 16(03), pages 1-18, May.
    14. 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.
    15. Daniel Leonard & Ngo Van Long, 2015. "Technology transfers and industry closures," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 24(4), pages 542-569, June.
    16. Yi Zhang & Kaihua Chen & Guilong Zhu & Richard C. M. Yam & Jiancheng Guan, 2016. "Inter-organizational scientific collaborations and policy effects: an ego-network evolutionary perspective of the Chinese Academy of Sciences," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(3), pages 1383-1415, September.
    17. Dieter F. Kogler & Jürgen Essletzbichler & David L. Rigby, 2017. "The evolution of specialization in the EU15 knowledge space," Journal of Economic Geography, Oxford University Press, vol. 17(2), pages 345-373.
    18. Yuandi Wang & Lutao Ning & Jian Li & Martha Prevezer, 2016. "Foreign Direct Investment Spillovers and the Geography of Innovation in Chinese Regions: The Role of Regional Industrial Specialization and Diversity," Regional Studies, Taylor & Francis Journals, vol. 50(5), pages 805-822, May.
    19. Rapahel Soubeyran & Ngo Van Long & Antoine Soubeyran, 2009. "The Pace of Technology Transfer in Anticipation of Joint Venture Breakup," Working Papers 2009.102, Fondazione Eni Enrico Mattei.
    20. Carlo Giglio & Roberto Sbragia & Roberto Musmanno & Roberto Palmieri, 2021. "Cross-country learning from patents: an analysis of citations flows in innovation trajectories," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(9), pages 7917-7936, September.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:rvmgts:v:10:y:2016:i:2:p:345-364. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.