IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i16p8835-d610147.html
   My bibliography  Save this article

Intra-City Industrial Collaborative Agglomeration, Inter-City Network Connectivity and Green Technology Innovation

Author

Listed:
  • Shanlang Lin

    (School of Economics and Management, Tongji University, Shanghai 200092, China
    All authors contributed equally to this study and share the first authorship.)

  • Ziyang Chen

    (School of Economics and Management, Tongji University, Shanghai 200092, China
    All authors contributed equally to this study and share the first authorship.)

  • Ziwen He

    (School of Economics and Management, Tongji University, Shanghai 200092, China
    All authors contributed equally to this study and share the first authorship.)

Abstract

Using the panel data of 263 prefecture-level cities in China, this article explores the development of green technology innovation under the influence of intra-city industrial collaborative agglomeration and inter-city network connectivity. Regression results prove that both of them can enhance green technology innovation. However, further heterogeneity tests suggest that the promoting power of industrial collaborative agglomeration is only significant in the eastern, central and medium-level cities. Meanwhile, there is a significant negative moderating correlation between industrial collaborative agglomeration and network connectivity. This negative moderating effect is particularly significant in the eastern, high and low-level cities.

Suggested Citation

  • Shanlang Lin & Ziyang Chen & Ziwen He, 2021. "Intra-City Industrial Collaborative Agglomeration, Inter-City Network Connectivity and Green Technology Innovation," Sustainability, MDPI, vol. 13(16), pages 1-25, August.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:16:p:8835-:d:610147
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/16/8835/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/13/16/8835/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Miguélez, Ernest & Moreno, Rosina, 2015. "Knowledge flows and the absorptive capacity of regions," Research Policy, Elsevier, vol. 44(4), pages 833-848.
    2. Weijan Shan & Gordon Walker & Bruce Kogut, 1994. "Interfirm cooperation and startup innovation in the biotechnology industry," Strategic Management Journal, Wiley Blackwell, vol. 15(5), pages 387-394, June.
    3. Dave Donaldson & Richard Hornbeck, 2016. "Railroads and American Economic Growth: A "Market Access" Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 799-858.
    4. Paunov, Caroline & Rollo, Valentina, 2016. "Has the Internet Fostered Inclusive Innovation in the Developing World?," World Development, Elsevier, vol. 78(C), pages 587-609.
    5. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    6. Gilles Duranton & Henry G. Overman, 2005. "Testing for Localization Using Micro-Geographic Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 1077-1106.
    7. Pablo D'Este & Francesco Rentocchini & Jaider Vega-Jurado, 2014. "The Role of Human Capital in Lowering the Barriers to Engaging in Innovation: Evidence from the Spanish Innovation Survey," Industry and Innovation, Taylor & Francis Journals, vol. 21(1), pages 1-19, January.
    8. Jiao, Jingjuan & Wang, Jiaoe & Jin, Fengjun, 2017. "Impacts of high-speed rail lines on the city network in China," Journal of Transport Geography, Elsevier, vol. 60(C), pages 257-266.
    9. Doloreux, David & Parto, Saeed, 2005. "Regional innovation systems: Current discourse and unresolved issues," Technology in Society, Elsevier, vol. 27(2), pages 133-153.
    10. Edward L. Glaeser & Glenn Ellison, 1999. "The Geographic Concentration of Industry: Does Natural Advantage Explain Agglomeration?," American Economic Review, American Economic Association, vol. 89(2), pages 311-316, May.
    11. Evert-Jan Visser & Ron Boschma, 2004. "Learning in districts: Novelty and lock-in in a regional context," European Planning Studies, Taylor & Francis Journals, vol. 12(6), pages 793-808, September.
    12. Eswaran, Mukesh & Kotwal, Ashok, 2002. "The role of the service sector in the process of industrialization," Journal of Development Economics, Elsevier, vol. 68(2), pages 401-420, August.
    13. Raffaele Paci & Emanuela Marrocu & Stefano Usai, 2014. "The Complementary Effects of Proximity Dimensions on Knowledge Spillovers," Spatial Economic Analysis, Taylor & Francis Journals, vol. 9(1), pages 9-30, March.
    14. Roberta Capello & Andrea Caragliu, 2018. "Proximities and the Intensity of Scientific Relations," International Regional Science Review, , vol. 41(1), pages 7-44, January.
    15. Guan, Jiancheng & Zhang, Jingjing & Yan, Yan, 2015. "The impact of multilevel networks on innovation," Research Policy, Elsevier, vol. 44(3), pages 545-559.
    16. Carlino, Gerald A. & Chatterjee, Satyajit & Hunt, Robert M., 2007. "Urban density and the rate of invention," Journal of Urban Economics, Elsevier, vol. 61(3), pages 389-419, May.
    17. Harald Bathelt & Patrick Cohendet, 2014. "The creation of knowledge: local building, global accessing and economic development—toward an agenda," Journal of Economic Geography, Oxford University Press, vol. 14(5), pages 869-882.
    18. Toby E. Stuart, 2000. "Interorganizational alliances and the performance of firms: a study of growth and innovation rates in a high‐technology industry," Strategic Management Journal, Wiley Blackwell, vol. 21(8), pages 791-811, August.
    19. Ekaterina Turkina & Ari Van Assche, 2018. "Global Connectedness and Local Innovation in Industrial Clusters," CIRANO Working Papers 2018s-12, CIRANO.
    20. Ascani, Andrea & Bettarelli, Luca & Resmini, Laura & Balland, Pierre-Alexandre, 2020. "Global networks, local specialisation and regional patterns of innovation," Research Policy, Elsevier, vol. 49(8).
    21. Mario Maggioni & Teodora Uberti, 2009. "Knowledge networks across Europe: which distance matters?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 691-720, September.
    22. Ernst, Dieter & Kim, Linsu, 2002. "Global production networks, knowledge diffusion, and local capability formation," Research Policy, Elsevier, vol. 31(8-9), pages 1417-1429, December.
    23. Blanc, Helene & Sierra, Christophe, 1999. "The Internationalisation of R&D by Multinationals: A Trade-off between External and Internal Proximity," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 23(2), pages 187-206, March.
    24. Ekaterina Turkina & Ari Van Assche, 2018. "Global connectedness and local innovation in industrial clusters," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(6), pages 706-728, August.
    25. Cantner, Uwe & Graf, Holger, 2006. "The network of innovators in Jena: An application of social network analysis," Research Policy, Elsevier, vol. 35(4), pages 463-480, May.
    26. Asheim, Bjorn T & Isaksen, Arne, 2002. "Regional Innovation Systems: The Integration of Local 'Sticky' and Global 'Ubiquitous' Knowledge," The Journal of Technology Transfer, Springer, vol. 27(1), pages 77-86, January.
    27. James Simmie, 2003. "Innovation and Urban Regions as National and International Nodes for the Transfer and Sharing of Knowledge," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 607-620.
    28. Bell, Martin & Albu, Michael, 1999. "Knowledge Systems and Technological Dynamism in Industrial Clusters in Developing Countries," World Development, Elsevier, vol. 27(9), pages 1715-1734, September.
    29. Evert Meijers & Martijn Burger & Mark Thissen & Thomas Graaff & Frank Oort, 2016. "Competitive network positions in trade and structural economic growth: A geographically weighted regression analysis for European regions," Papers in Regional Science, Wiley Blackwell, vol. 95(1), pages 159-180, March.
    30. Baptista, Rui & Swann, Peter, 1998. "Do firms in clusters innovate more?," Research Policy, Elsevier, vol. 27(5), pages 525-540, September.
    31. Simona Iammarino, 2005. "An evolutionary integrated view of Regional Systems of Innovation: Concepts, measures and historical perspectives," European Planning Studies, Taylor & Francis Journals, vol. 13(4), pages 497-519, June.
    32. Shao, Shuai & Tian, Zhihua & Yang, Lili, 2017. "High speed rail and urban service industry agglomeration: Evidence from China's Yangtze River Delta region," Journal of Transport Geography, Elsevier, vol. 64(C), pages 174-183.
    33. Nur Fadiah Binti Mohd Zawawi & Sazali Abdul Wahab & Abdullah Al Mamun, 2017. "Logistics Capability, Logistics Performance, And The Moderating Effect Of Firm Size: Empirical Evidence From East Coast Malaysia," Journal of Developing Areas, Tennessee State University, College of Business, vol. 51(2), pages 171-182, April-Jun.
    34. Furman, Jeffrey L. & Porter, Michael E. & Stern, Scott, 2002. "The determinants of national innovative capacity," Research Policy, Elsevier, vol. 31(6), pages 899-933, August.
    35. Guerrieri, Paolo & Meliciani, Valentina, 2005. "Technology and international competitiveness: The interdependence between manufacturing and producer services," Structural Change and Economic Dynamics, Elsevier, vol. 16(4), pages 489-502, December.
    36. Ben Arfi, Wissal & Hikkerova, Lubica & Sahut, Jean-Michel, 2018. "External knowledge sources, green innovation and performance," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 210-220.
    37. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    38. Jason Owen-Smith & Walter W. Powell, 2004. "Knowledge Networks as Channels and Conduits: The Effects of Spillovers in the Boston Biotechnology Community," Organization Science, INFORMS, vol. 15(1), pages 5-21, February.
    39. Evert Meijers & Martijn Burger & Martijn J. Burger & Evert J. Meijers, 2016. "Agglomerations and the rise of urban network externalities," Papers in Regional Science, Wiley Blackwell, vol. 95(1), pages 5-15, March.
    Full references (including those not matched with items on IDEAS)

    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. Ascani, Andrea & Bettarelli, Luca & Resmini, Laura & Balland, Pierre-Alexandre, 2020. "Global networks, local specialisation and regional patterns of innovation," Research Policy, Elsevier, vol. 49(8).
    2. Ron Boschma, 2021. "Global Value Chains from an Evolutionary Economic Geography perspective: a research agenda," Papers in Evolutionary Economic Geography (PEEG) 2134, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2021.
    3. 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).
    4. Pablo Galaso & Jaromír Kovářík, 2021. "Collaboration networks, geography and innovation: Local and national embeddedness," Papers in Regional Science, Wiley Blackwell, vol. 100(2), pages 349-377, April.
    5. Lara Agostini & Federico Caviggioli & Francesco Galati & Barbara Bigliardi, 2020. "A social perspective of knowledge-based innovation: mobility and agglomeration. Introduction to the special section," The Journal of Technology Transfer, Springer, vol. 45(5), pages 1309-1323, October.
    6. Ferretti, Marco & Guerini, Massimiliano & Panetti, Eva & Parmentola, Adele, 2022. "The partner next door? The effect of micro-geographical proximity on intra-cluster inter-organizational relationships," Technovation, Elsevier, vol. 111(C).
    7. Ron Boschma & Simona Iammarino, 2009. "Related Variety, Trade Linkages, and Regional Growth in Italy," Economic Geography, Clark University, vol. 85(3), pages 289-311, July.
    8. 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.
    9. Koen Frenken & Roderik Ponds & Frank Van Oort, 2010. "The citation impact of research collaboration in science‐based industries: A spatial‐institutional analysis," Papers in Regional Science, Wiley Blackwell, vol. 89(2), pages 351-271, June.
    10. Marina Van Geenhuizen & Pieter Stek, 2015. "Mapping innovation in the global photovoltaic industry: a bibliometric approach to cluster identification and analysis," ERSA conference papers ersa15p697, European Regional Science Association.
    11. Simona Iammarino & Philip McCann, 2010. "The Relationship between Multinational Firms and Innovative Clusters," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 8, Edward Elgar Publishing.
    12. Uwe Cantner & Holger Graf, 2011. "Innovation Networks: Formation, Performance and Dynamics," Chapters, in: Cristiano Antonelli (ed.), Handbook on the Economic Complexity of Technological Change, chapter 15, Edward Elgar Publishing.
    13. Nicola Cortinovis & Frank van Oort, 2017. "Between spilling over and boiling down: network-mediated spillovers, absorptive capacity and productivity in European regions," Tinbergen Institute Discussion Papers 17-118/VI, Tinbergen Institute.
    14. Antonio Messeni Petruzzelli & Gianluca Murgia, 2020. "University–Industry collaborations and international knowledge spillovers: a joint-patent investigation," The Journal of Technology Transfer, Springer, vol. 45(4), pages 958-983, August.
    15. Wilhelmsson, Mats, 2007. "The Spatial Distribution of Innovation Networks," Working Paper Series in Economics and Institutions of Innovation 91, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    16. Marina Papanastassiou & Robert Pearce & Antonello Zanfei, 2020. "Changing perspectives on the internationalization of R&D and innovation by multinational enterprises: A review of the literature," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(4), pages 623-664, June.
    17. Takashi Iino & Hiroyasu Inoue & Yukiko U. Saito & Yasuyuki Todo, 2021. "How does the global network of research collaboration affect the quality of innovation?," The Japanese Economic Review, Springer, vol. 72(1), pages 5-48, January.
    18. 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.
    19. André Spithoven & Jef Vlegels & Walter Ysebaert, 2021. "Commercializing academic research: a social network approach exploring the role of regions and distance," The Journal of Technology Transfer, Springer, vol. 46(4), pages 1196-1231, August.
    20. Der-Shiuan Lee, 2018. "Towards Urban Resilience through Inter-City Networks of Co-Invention: A Case Study of U.S. Cities," Sustainability, MDPI, vol. 10(2), pages 1-23, January.

    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:gam:jsusta:v:13:y:2021:i:16:p:8835-:d:610147. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.