Access the full text.
Sign up today, get DeepDyve free for 14 days.
Chris Forman, Avi Goldfarb, S. Greenstein (2016)
Agglomeration of Invention in the Bay Area: Not Just ICT †The American Economic Review, 106
Lu Xu, Jie Yan, Jie Xiong (2019)
Network characteristics and organizational innovation capability: A study of the inter‐organizational collaboration network of new drug development in Shanghai, ChinaStrategic Change
Lei Wang, Jing Lin, Ting Yi, Wenqi Fan (2019)
Influence of Reputation on Cooperative Behavior in Crowd Innovation NetworkSocial Science Quarterly
O. Bai, Jiang Wei, Xiaohua Yang, R. Chen (2020)
Third-Party Relational Governance and Collaborative Innovation Performance: The Role of IPR ProtectionEnvironment for Innovation eJournal
Wenpin Tsai (2001)
Knowledge Transfer in Intraorganizational Networks: Effects of Network Position and Absorptive Capacity on Business Unit Innovation and PerformanceAcademy of Management Journal, 44
Céline Carrère (2006)
Revisiting the effects of regional trade agreements on trade flows with proper specification of the gravity modelEuropean Economic Review, 50
B. Chiswick, P. Miller (2014)
International Migration and the Economics of LanguageLabor: Human Capital eJournal
O. Neumann, C. Matt, Benedikt Hitz-Gamper, Lisa Schmidthuber, M. Stürmer (2019)
Joining forces for public value creation? Exploring collaborative innovation in smart city initiativesGov. Inf. Q., 36
J. Hoekman, K. Frenken, R. Tijssen (2010)
Research collaboration at a distance: Changing spatial patterns of scientific collaboration within EuropeResearch Policy, 39
Laura Márquez-Ramos, I. Martínez‐Zarzoso (2010)
The Effect of Technological Innovation on International TradeEconomics, 4
D. Audretsch, M. Feldman (1996)
R&D spillovers and the ge-ography of innovation and production
J. Howells (2002)
Tacit Knowledge, Innovation and Economic GeographyUrban Studies, 39
Nivedita Mukherji, Jonathan Silberman (2013)
Absorptive Capacity, Knowledge Flows, and Innovation in U.S. Metropolitan AreasERN: Analytical Models (Topic)
T. Baycan, P. Nijkamp, R. Stough (2017)
Spatial Spillovers Revisited: Innovation, Human Capital and Local DynamicsInternational Journal of Urban and Regional Research, 41
P. Romer (1989)
Endogenous Technological ChangeJournal of Political Economy, 98
M. Castells (1996)
The rise of the network society
P. Almeida, B. Kogut (1999)
Localization of Knowledge and the Mobility of Engineers in Regional NetworksManagement Science, 45
H. Moralles, N. Silveira, D. Rebelatto (2019)
Spatial spillovers of innovation and transport in BrazilArea Development and Policy, 4
C. Folke, T. Hahn, P. Olsson, J. Norberg (2005)
ADAPTIVE GOVERNANCE OF SOCIAL-ECOLOGICAL SYSTEMSAnnual Review of Environment and Resources, 30
Magnus Blomstrom, A. Kokko (1998)
Multinational Corporations and SpilloversJournal of Economic Surveys, 12
L. Bottazzi, G. Peri (2002)
Innovation and Spillovers in Regions: Evidence from European Patent DataEuropean Economics eJournal
Yanguang Chen, Linshan Huang (2015)
A scaling approach to evaluating the distance exponent of the urban gravity modelChaos Solitons & Fractals, 109
J. Bröcker, T. Mitze (2021)
Factor Mobility and Migration ModelsHandbook of Regional Science
Hervé Ott, P. Rondé (2019)
Inside the regional innovation system black box: Evidence from French dataPapers in Regional Science
D. Ketchen, R. Ireland, Charles Snow (2007)
Strategic entrepreneurship, collaborative innovation, and wealth creationStrategic Entrepreneurship Journal, 1
Mariske Aswegen, F. Retief (2020)
The role of innovation and knowledge networks as a policy mechanism towards more resilient peripheral regionsLand Use Policy, 90
R. Capello, C. Lenzi (2018)
The dynamics of regional learning paradigms and trajectoriesJournal of Evolutionary Economics, 28
Miao Chang-hong (2010)
"SPACE OF PLACES","SPACE OF FLOWS" AND "SPACE OF ACTOR-NETWORKS":FROM THE PERSPECTIVE OF ANT
(2005)
novation and Transport in Brazil, Area Development & Policy
C. Maheu (2013)
Research collaboration at a distance.Canadian oncology nursing journal = Revue canadienne de nursing oncologique, 23 4
Chongfeng Mao, Xianyun Yu, Qing Zhou, R. Harms, G. Fang (2020)
Knowledge growth in university-industry innovation networks – Results from a simulation studyTechnological Forecasting and Social Change, 151
J. LeSage, M. Fischer (2007)
Spatial Growth Regressions: Model Specification, Estimation and InterpretationSpatial Economic Analysis, 3
R. Rothwell (1992)
Successful industrial innovation: critical factors for the 1990sR & D Management, 22
B. Asheim, H. Smith, C. Oughton (2011)
Regional Innovation Systems: Theory, Empirics and PolicyRegional Studies, 45
Xianzhong Cao, G. Zeng, T. Teng, Yuefang Si (2018)
The best spatial scale of firm innovation networks: Evidence from Shanghai high‐tech firmsGrowth and Change
D. Cohen, R. Kozak (2002)
Research and technology: Market-driven innovation in the twenty-first centuryForestry Chronicle, 78
Jin Chen, Yu-Shan Su, Jeroen Jong, E. Hippel (2020)
Household Sector Innovation in China: Impacts of Income and MotivationIRPN: Other Sources of Innovation (Topic)
Xiangyuan Ma, Liqin Ren, G. Fang (2014)
Antecedents of Network Capability and Their Effects on Innovation Performance: An Empirical Test of Hi‐Tech Firms in ChinaIndividual Issues & Organizational Behavior eJournal
M. Gertler (2003)
Tacit knowledge and the economic geography of context, or The undefinable tacitness of being (there)Journal of Economic Geography, 3
S. Borgatti, P. Foster (2003)
The Network Paradigm in Organizational Research: A Review and TypologyJournal of Management, 29
Stefano Breschi, F. Lissoni (2001)
Knowledge Spillovers And Local Innovation Systems: A Critical Survey
K. Desmet, E. Rossi-Hansberg (2009)
Spatial DevelopmentEconomic Growth eJournal
Z. Acs, D. Audretsch, M. Feldman (1994)
R&D spillovers and recipient firm sizeThe Review of Economics and Statistics, 76
A. Jaffe (1989)
Real Effects of Academic ResearchThe American Economic Review, 79
J. Dunning, Changsu Kim, Donghyun Park (2008)
Old Wine in New Bottles: A Comparison of Emerging Market TNCs Today and Developed Country TNCs Thirty Years Ago.Research Papers in Economics, 011
W. Tobler (1970)
A Computer Movie Simulating Urban Growth in the Detroit RegionEconomic Geography, 46
(2009)
Report on the Underlying Mechanisms of knowledge diffusion.
Daron Acemoglu, Ufuk Akcigit, N. Bloom, W. Kerr (2002)
Discussion Papers
Song Wang, Jianqing Zhang, Fei Fan, Fei Lu, Lisheng Yang (2018)
The symbiosis of scientific and technological innovation efficiency and economic efficiency in China — an analysis based on data envelopment analysis and logistic modelTechnology Analysis & Strategic Management, 31
Hakim Hammadou, S. Paty, M. Savona (2013)
Strategic Interactions in Public R&D Across European Countries: A Spatial Econometric AnalysisSPRU Working Paper Series
D. Harrisson, M. Laberge (2002)
Innovation, Identities and Resistance: The Social Construction of an Innovation Network
Raffaele Paci, S. Usai (1997)
Technological Enclaves and Industrial Districts: An Analysis of the Regional Distribution of Innovative Activity in EuropeRegional Studies, 34
(2017)
Structural Heterogeneity and Proximity Mechanism
(2004)
Innovating Firms and Aggregate Innovation
M. Jelinek, M. Porter (1990)
The Competitive Advantage of Nations.Administrative Science Quarterly, 37
X. An, Hepu Deng, Lemen Chao, W. Bai (2014)
Knowledge management in supporting collaborative innovation community capacity buildingJ. Knowl. Manag., 18
Yang Liu, Ying Ying, Xiaojie Wu (2017)
Catch‐up through Collaborative Innovation: Evidence from ChinaThunderbird International Business Review, 59
Elodie Gardet, C. Mothe (2011)
The Dynamics of Coordination in Innovation NetworksTypes of Organizations & Organizational Behavior eJournal
Andrea Furková (2018)
Spatial spillovers and European Union regional innovation activitiesCentral European Journal of Operations Research, 27
C. Autant-Bernard, J. LeSage (2009)
Quantifying Knowledge Spillovers Using Spatial Econometric ModelsO&M: Structures & Processes in Organizations eJournal
A. Scott (1989)
New Industrial Spaces: Flexible Production Organization and Regional Development in North America and Western EuropeEconomic Geography, 65
Yanchao Feng, Xiaohong Wang, Wenchao Du, Hongyu Wu, Jintao Wang (2019)
Effects of environmental regulation and FDI on urban innovation in China: A spatial Durbin econometric analysisJournal of Cleaner Production
Anna Yström, Marine Agogué (2020)
Exploring Practices in Collaborative Innovation: Unpacking Dynamics, Relations, and Enactment in In‐Between SpacesInnovation & Organizational Behavior eJournal
Jin Guo (2015)
On the spillovers between patents and innovation in JapanJournal of Economics and Finance, 39
N. Cantore, C. Cheng (2018)
International trade of environmental goods in gravity models.Journal of environmental management, 223
Xiaohong Liu (2018)
Dynamic evolution, spatial spillover effect of technological innovation and haze pollution in ChinaEnergy & Environment, 29
M. Cipollina, Federica Demaria, F. Pietrovito (2016)
Determinants of Trade: the Role of Innovation in Presence of Quality StandardsJournal of Industry, Competition and Trade, 16
Xianzhong Cao, G. Zeng, L. Ye (2019)
The structure and proximity mechanism of formal innovation networks: Evidence from Shanghai high‐tech ITISAsGrowth and Change
Adriana Gama, I. Maret, V. Masson (2018)
Endogenous heterogeneity in duopoly with deterministic one-way spilloversAnnals of Finance, 15
Zheye Wang, Yeqing Cheng, X. Ye, Y. Wei (2016)
Analyzing the Space–Time Dynamics of Innovation in China: ESDA and Spatial Panel ApproachesGrowth and Change, 47
R. Capello (1999)
Spatial Transfer of Knowledge in High Technology Milieux: Learning Versus Collective Learning ProcessesRegional Studies, 33
R. Sternberg (1996)
Successful Intelligence: How Practical and Creative Intelligence Determine Success in Life
児玉 充 (2015)
Collaborative innovation : developing health support ecosystems
Ben Shepherd (2019)
Mega-regional trade agreements and Asia: An application of structural gravity to goods, services, and value chainsJournal of the Japanese and International Economies
A. Varga (2007)
AND INNOVATION: THE ROLE OF SPATIALLY MEDIATED KNOWLEDGE SPILLOVERS IN HUNGARY*
D. Davis, Jonathan Dingel (2012)
A Spatial Knowledge EconomyERN: Analytical Models (Topic)
R. Sternberg (2000)
Innovation Networks and Regional Development—Evidence from the European Regional Innovation Survey (ERIS): Theoretical Concepts, Methodological Approach, Empirical Basis and Introduction to the Theme IssueEuropean Planning Studies, 8
H. Ibarra (1993)
NETWORK CENTRALITY, POWER, AND INNOVATION INVOLVEMENT: DETERMINANTS OF TECHNICAL AND ADMINISTRATIVE ROLESAcademy of Management Journal, 36
F. Quatraro (2009)
Diffusion of Regional Innovation Capabilities: Evidence from Italian Patent DataRegional Studies, 43
C. Autant-Bernard (2011)
Spatial Econometrics of Innovation: Recent Contributions and Research PerspectivesSpatial Economic Analysis, 7
Timothy Conley, Ethan Ligon (1998)
ECONOMIC DISTANCE, SPILLOVERS, AND CROSS-COUNTRY COMPARISONS
R. Benedetti, D. Palma, P. Postiglione (2020)
Modeling the Impact of Technological Innovation on Environmental Efficiency: A Spatial Panel Data ApproachGeographical Analysis, 52
P. McCann, J. Simonen (2005)
Innovation, knowledge spillovers and local labour markets, 84
C. Lawson, Edward Lorenz (1999)
Collective Learning, Tacit Knowledge and Regional Innovative Capacity
Y. Sheng, Jinli Zhao, Xuebo Zhang, Jinping Song, Yi Miao (2019)
Innovation efficiency and spatial spillover in urban agglomerations: A case of the Beijing‐Tianjin‐Hebei, the Yangtze River Delta, and the Pearl River DeltaGrowth and Change
Ivan Kandilov, T. Grennes (2012)
The determinants of service offshoring: Does distance matter?Japan and the World Economy, 24
C. Li, Pin Zhou, Yi Li (2019)
Managerial overconfidence, overinvestment, and R&D spilloverManagerial and Decision Economics
Itai Arieli, Y. Babichenko, R. Peretz, H. Young (2019)
The Speed of Innovation Diffusion in Social NetworksEntrepreneurship
A. Wal (2014)
The dynamics of the inventor network in German biotechnology: geographic proximity versus triadic closureJournal of Economic Geography, 14
Haifeng Wang, Jie Zhao, Yuan Li, Chuanjia Li (2015)
Network centrality, organizational innovation, and performance: A meta‐analysisCanadian Journal of Administrative Sciences-revue Canadienne Des Sciences De L Administration, 32
S. Gibbons, H. Overman (2012)
Mostly Pointless Spatial Econometrics?Urban Economics & Regional Studies eJournal
Hans Lööf, Pardis Nabavi (2015)
The Joint Impact of Innovation and Knowledge Spillovers on Productivity and Growth for Exporting FirmsERN: Productivity (Topic)
J. Knoben, L. Oerlemans (2006)
Proximity and Inter-Organizational Collaboration: A Literature ReviewInternational Journal of Management Reviews, 8
J. Katz, B. Martin (1997)
What is research collaborationResearch Policy, 26
V. Scuotto, Orlando Beatrice, C. Valentina, M. Nicotra, L. Gioia, M. Briamonte (2020)
Uncovering the micro-foundations of knowledge sharing in open innovation partnerships: An intention-based perspective of technology transferTechnological Forecasting and Social Change, 152
R. Boschma (2005)
Proximity and Innovation: A Critical AssessmentRegional Studies, 39
M. Ugarte (2011)
Introduction to Spatial EconometricsJournal of The Royal Statistical Society Series A-statistics in Society, 174
C. Autant-Bernard, M. Fadairo, N. Massard (2010)
Knowledge Diffusion and Innovation Policies within the European Regions: Challenges Based on Recent Empirical EvidenceERN: Other European Economics: Microeconomics & Industrial Organization (Topic)
Rosina Moreno, Raffaele Paci, S. Usai (2003)
Spatial Spillovers and Innovation Activity in European RegionsEnvironment and Planning A, 37
L. Anselin, J. Gallo, H. Jayet (2008)
Spatial Panel Econometrics
Sujin Min, Juseong Kim, Y. Sawng (2020)
The effect of innovation network size and public R&D investment on regional innovation efficiencyTechnological Forecasting and Social Change
Tim Rowley, Dean Behrens, D. Krackhardt (2000)
Redundant governance structures: an analysis of structural and relational embeddedness in the steel and semiconductor industriesStrategic Management Journal, 21
Teis Hansen (2014)
Juggling with Proximity and Distance: Collaborative Innovation Projects in the Danish Cleantech IndustryEconomic Geography, 90
Sebastian Heil, Torsten Bornemann (2018)
Creating Shareholder Value Via Collaborative Innovation: The Role of Industry and Resource Alignment in Knowledge ExplorationChange Management Strategy eJournal
İrfan Kaygalak, N. Reid (2016)
Innovation and knowledge spillovers in Turkey: The role of geographic and organizational proximityRegional Science Policy and Practice, 8
(2016)
Structural Evolution of Innovation Networks of China's Equipment Manufacturing Industry
(1998)
Intellectual Human Capital and the Birth of US biotechnology Enterprises.
J. Brown, P. Duguid (1991)
Organizational Learning and Communities-of-Practice: Toward a Unified View of Working, Learning, and InnovationOrganization Science, 2
B. Cabrer-Borrás, G. Serrano-Domingo (2007)
Innovation and R&D spillover effects in Spanish regions: A spatial approachResearch Policy, 36
João Romão, P. Nijkamp (2019)
Impacts of innovation, productivity and specialization on tourism competitiveness – a spatial econometric analysis on European regionsCurrent Issues in Tourism, 22
Monica Matei-Chesnoiu (2012)
Geography and Trade
R. Capello, C. Lenzi (2018)
Regional innovation patterns from an evolutionary perspectiveRegional Studies, 52
Lei Hua, Wenping Wang (2015)
The impact of network structure on innovation efficiency: An agent-based study in the context of innovation networksComplex., 21
Diego Comin, B. Hobijn (2006)
An Exploration of Technology DiffusionEconomic Growth
Francisco Buera, E. Oberfield (2015)
The Global Diffusion of IdeasERN: Knowledge Management & Innovation (Topic)
Fei Fan, Huang Lian, Song Wang (2020)
Can regional collaborative innovation improve innovation efficiency? An empirical study of Chinese citiesGrowth and Change, 51
Haisen Wang, Gangqiang Yang, Jiaying Qin (2020)
City Centrality, Migrants and Green Inovation Efficiency: Evidence from 106 Cities in the Yangtze River Economic Belt of ChinaInternational Journal of Environmental Research and Public Health, 17
Bronwyn Hall, A. Jaffe, M. Trajtenberg (2005)
Market value and patent citationsThe RAND Journal of Economics, 36
Masahisa Fujita, P. Krugman (2003)
The new economic geography: Past, present and the futurePapers in Regional Science, 83
M. Howard, H. Steensma, Marjorie Lyles, C. Dhanaraj (2016)
Learning to collaborate through collaboration: How allying with expert firms influences collaborative innovation within novice firmsStrategic Management Journal, 37
R. Leenders, W. Dolfsma (2016)
Social networks for innovation and new product developmentJournal of Product Innovation Management, 33
Thomas Scherngell, Yuanjia Hu (2011)
Collaborative Knowledge Production in China: Regional Evidence from a Gravity Model ApproachRegional Studies, 45
W. Keller, S. Yeaple (2009)
The Gravity of KnowledgeERN: Knowledge Management & Innovation (Topic)
W. Powell, K. Koput, Laurel Smith‐Doerr (1996)
Interorganizational Collaboration and the Locus of Innovation: Networks of Learning in Biotechnology.Administrative Science Quarterly, 41
Zeynep Emden, R. Calantone, Cornelia Dröge (2006)
Collaborating for new product development: Selecting the partner with maximum potential to create valueJournal of Product Innovation Management, 23
R. Amir (2000)
Modelling Imperfectly Appropriable R&D via SpilloversInternational Journal of Industrial Organization, 18
Marta Caccamo (2020)
Leveraging Innovation Spaces to Foster Collaborative InnovationORG: Other Innovation & Organizational Behavior (Topic)
Rannveig Hjaltadóttir, T. Makkonen, T. Mitze (2020)
Inter-regional innovation cooperation and structural heterogeneity: Does being a rural, or border region, or both, make a difference?Journal of Rural Studies, 74
P. Cardamone (2018)
Firm innovation and spillovers in Italy: Does geographical proximity matter?Letters in Spatial and Resource Sciences, 11
Pierre Desrochers (2001)
Geographical Proximity and the Transmission of Tacit KnowledgeThe Review of Austrian Economics, 14
M. Kabir, Ruhul Salim, N. Al-Mawali (2017)
The gravity model and trade flows: Recent developments in econometric modeling and empirical evidenceEconomic Analysis and Policy, 56
Julia Nieves, J. Osorio (2013)
The role of social networks in knowledge creationKnowledge Management Research & Practice, 11
Gustavo Barboza, V. Pede (2012)
A Spatial Econometric Analysis of Cultural Dimensions, Technology Knowledge and Economic GrowthWiley-Blackwell: Review of Development Economics
S. Ollila, Anna Yström (2016)
Exploring Design Principles of Organizing for Collaborative Innovation: The Case of an Open Innovation InitiativeWiley-Blackwell: Creativity & Innovation Management
L. Anselin, A. Varga, Z. Acs (1997)
Local Geographic Spillovers between University Research and High Technology InnovationsJournal of Urban Economics, 42
Yuyun Liu, Yang Jiao, Xianxiang Xu (2020)
Promoting or Preventing Labor Migration? Revisiting the Role of LanguageLabor: Human Capital eJournal
S. Hardeman, K. Frenken, Önder Nomaler, A. Wal (2015)
Characterizing and comparing innovation systems by different ‘modes’ of knowledge production: A proximity approachScience and Public Policy, 42
L. Ning, Fan Wang, Jian Li (2016)
Urban innovation, regional externalities of foreign direct investment and industrial agglomeration: Evidence from Chinese citiesResearch Policy, 45
H. Ji, Zhongzhen Miao (2020)
Corporate social responsibility and collaborative innovation: The role of government supportJournal of Cleaner Production, 260
R. Lucas (1988)
On the Mechanics of Economic Development
The spillover effect serves as the basis of regional collaborative innovation. Existing research on innovation spillover focuses on the overall impact of a region's innovation factors on local and other regions' innovation activities. However, re-spillover may occur since the flow of innovation factors between any two regions may influence the innovation in third-party regions. This study quantifies labor flow, capital flow, and institutional learning between regions in China using a gravity model and a social network analysis model, and then applies a spatial econometric model to investigate innovation spillover and re-spillover. The results show that re-spillover can better explain levels of regional innovation. Capital, government support, labour flow, capital flow, and institutional learning have a positive spillover effect on local innovation, while labour flow also has positive spillover effects to other regions.
International Regional Science Review – SAGE
Published: Jan 1, 2023
Keywords: spillover effect; re-spillover; Spatial Econometric Model; regional collaborative innovation; China
Read and print from thousands of top scholarly journals.
Already have an account? Log in
Bookmark this article. You can see your Bookmarks on your DeepDyve Library.
To save an article, log in first, or sign up for a DeepDyve account if you don’t already have one.
Copy and paste the desired citation format or use the link below to download a file formatted for EndNote
Access the full text.
Sign up today, get DeepDyve free for 14 days.
All DeepDyve websites use cookies to improve your online experience. They were placed on your computer when you launched this website. You can change your cookie settings through your browser.