[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/a/eee/techno/v115y2022ics0166497222000852.html
   My bibliography  Save this article

Network growth dynamics: The simultaneous interaction between network positions and research performance of collaborative organisations

Author

Listed:
  • Zhang, Yi
  • Chen, Kaihua
Abstract
The extant literature has long focused on the causality between the research performance of organisations and their network positions in an inter-organisational research collaboration network. However, we still do not know much about the simultaneous bidirectional relationship between network positions and research performance, or how this bidirectional relationship varies with the difference in the intrinsic cognitive characteristics of network nodes. This paper attempts to fill these research gaps, which helps to reveal the network growth dynamics of an inter-organisational research collaboration system by incorporating the concept of cognitive proximity into a systemic analytical framework where network positions and research performance are considered to be mutually correlated with each other. Based on the research sample of an inter-organisational research collaboration ego-network composed of research institutes subordinated to the Chinese Academy of Sciences (CAS), firms, and universities, the simultaneous bidirectional relationship between network positions and research performance of CAS research institutes is examined by using a simultaneous equation approach, and the moderating effect of cognitive proximity between CAS research institutes and firms (or universities) is further tested. Our results confirm that the collaborative organisations’ network positions and their research performance mutually affect each other in a co-evolutionary process, providing continuous development momentum of an inter-organisational research collaboration system. The simultaneous bidirectional relationship is significantly enhanced by the cognitive proximity between collaborative organisations.

Suggested Citation

  • Zhang, Yi & Chen, Kaihua, 2022. "Network growth dynamics: The simultaneous interaction between network positions and research performance of collaborative organisations," Technovation, Elsevier, vol. 115(C).
    • Handle: RePEc:eee:techno:v:115:y:2022:i:c:s0166497222000852
    DOI: 10.1016/j.technovation.2022.102538
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0166497222000852
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.technovation.2022.102538?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. Ron A. Boschma & Jan G. Lambooy, 1999. "Evolutionary economics and economic geography," Journal of Evolutionary Economics, Springer, vol. 9(4), pages 411-429.
    2. Wang, Jian, 2016. "Knowledge creation in collaboration networks: Effects of tie configuration," Research Policy, Elsevier, vol. 45(1), pages 68-80.
    3. repec:hal:journl:hal-02370600 is not listed on IDEAS
    4. Banal-Estañol, Albert & Jofre-Bonet, Mireia & Lawson, Cornelia, 2015. "The double-edged sword of industry collaboration: Evidence from engineering academics in the UK," Research Policy, Elsevier, vol. 44(6), pages 1160-1175.
    5. Lopolito, Antonio & Falcone, Pasquale Marcello & Sica, Edgardo, 2022. "The role of proximity in sustainability transitions: A technological niche evolution analysis," Research Policy, Elsevier, vol. 51(3).
    6. Marco Tortoriello & Ray Reagans & Bill McEvily, 2012. "Bridging the Knowledge Gap: The Influence of Strong Ties, Network Cohesion, and Network Range on the Transfer of Knowledge Between Organizational Units," Organization Science, INFORMS, vol. 23(4), pages 1024-1039, August.
    7. Gilsing, Victor & Nooteboom, Bart & Vanhaverbeke, Wim & Duysters, Geert & van den Oord, Ad, 2008. "Network embeddedness and the exploration of novel technologies: Technological distance, betweenness centrality and density," Research Policy, Elsevier, vol. 37(10), pages 1717-1731, December.
    8. Bessonova, Evguenia & Gonchar, Ksenia, 2019. "How the innovation-competition link is shaped by technology distance in a high-barrier catch-up economy," Technovation, Elsevier, vol. 86, pages 15-32.
    9. Olmos-Peñuela, Julia & Castro-Martínez, Elena & D’Este, Pablo, 2014. "Knowledge transfer activities in social sciences and humanities: Explaining the interactions of research groups with non-academic agents," Research Policy, Elsevier, vol. 43(4), pages 696-706.
    10. Honjo, Yuji, 2021. "The impact of founders’ human capital on initial capital structure: Evidence from Japan," Technovation, Elsevier, vol. 100(C).
    11. Anindya Ghose & Panagiotis G. Ipeirotis & Beibei Li, 2014. "Examining the Impact of Ranking on Consumer Behavior and Search Engine Revenue," Management Science, INFORMS, vol. 60(7), pages 1632-1654, July.
    12. Lazzeretti, Luciana & Capone, Francesco, 2016. "How proximity matters in innovation networks dynamics along the cluster evolution. A study of the high technology applied to cultural goods," Journal of Business Research, Elsevier, vol. 69(12), pages 5855-5865.
    13. Abbasi, Alireza & Altmann, Jörn & Hossain, Liaquat, 2011. "Identifying the effects of co-authorship networks on the performance of scholars: A correlation and regression analysis of performance measures and social network analysis measures," Journal of Informetrics, Elsevier, vol. 5(4), pages 594-607.
    14. Zhang, Mengya & Zhang, Gupeng & Liu, Yun & Zhai, Xiaorong & Han, Xinying, 2020. "Scientists’ genders and international academic collaboration: An empirical study of Chinese universities and research institutes," Journal of Informetrics, Elsevier, vol. 14(4).
    15. Srikanth Paruchuri, 2010. "Intraorganizational Networks, Interorganizational Networks, and the Impact of Central Inventors: A Longitudinal Study of Pharmaceutical Firms," Organization Science, INFORMS, vol. 21(1), pages 63-80, February.
    16. Massimo Maoret & Marco Tortoriello & Daniela Iubatti, 2020. "Big Fish, Big Pond? The Joint Effect of Formal and Informal Core/Periphery Positions on the Generation of Incremental Innovations," Organization Science, INFORMS, vol. 31(6), pages 1538-1559, November.
    17. Nooteboom, Bart & Van Haverbeke, Wim & Duysters, Geert & Gilsing, Victor & van den Oord, Ad, 2007. "Optimal cognitive distance and absorptive capacity," Research Policy, Elsevier, vol. 36(7), pages 1016-1034, September.
    18. Freeman, Linton C., 1982. "Centered graphs and the structure of ego networks," Mathematical Social Sciences, Elsevier, vol. 3(3), pages 291-304, October.
    19. Michael P. Murray, 2006. "Avoiding Invalid Instruments and Coping with Weak Instruments," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 111-132, Fall.
    20. Melissa A. Schilling & Corey C. Phelps, 2007. "Interfirm Collaboration Networks: The Impact of Large-Scale Network Structure on Firm Innovation," Management Science, INFORMS, vol. 53(7), pages 1113-1126, July.
    21. Prasanta Bhattacharya & Tuan Q. Phan & Xue Bai & Edoardo M. Airoldi, 2019. "A Coevolution Model of Network Structure and User Behavior: The Case of Content Generation in Online Social Networks," Service Science, INFORMS, vol. 30(1), pages 117-132, March.
    22. Müller, Aranja & Zaby, Alexandra K., 2019. "Research joint ventures and technological proximity," Research Policy, Elsevier, vol. 48(5), pages 1187-1200.
    23. Ben Letaifa, Soumaya & Rabeau, Yves, 2013. "Too close to collaborate? How geographic proximity could impede entrepreneurship and innovation," Journal of Business Research, Elsevier, vol. 66(10), pages 2071-2078.
    24. Gokhan Ertug & Martin Gargiulo & Charles Galunic & Tengjian Zou, 2018. "Homophily and Individual Performance," Organization Science, INFORMS, vol. 29(5), pages 912-930, October.
    25. Gonzalez-Brambila, Claudia N. & Veloso, Francisco M. & Krackhardt, David, 2013. "The impact of network embeddedness on research output," Research Policy, Elsevier, vol. 42(9), pages 1555-1567.
    26. Tsouri, Maria & Hansen, Teis & Hanson, Jens & Steen, Markus, 2022. "Knowledge recombination for emerging technological innovations: The case of green shipping," Technovation, Elsevier, vol. 114(C).
    27. Steven Carnovale & Sengun Yeniyurt, 2015. "The Role of Ego Network Structure in Facilitating Ego Network Innovations," Journal of Supply Chain Management, Institute for Supply Management, vol. 51(2), pages 22-46, April.
    28. Rojas, Mariana Giovanna Andrade & Solis, Edgar Rogelio Ramirez & Zhu, John JianJun, 2018. "Innovation and network multiplexity: R&D and the concurrent effects of two collaboration networks in an emerging economy," Research Policy, Elsevier, vol. 47(6), pages 1111-1124.
    29. Michaël Bikard & Matt Marx, 2020. "Bridging Academia and Industry: How Geographic Hubs Connect University Science and Corporate Technology," Management Science, INFORMS, vol. 66(8), pages 3425-3443, August.
    30. Li, Eldon Y. & Liao, Chien Hsiang & Yen, Hsiuju Rebecca, 2013. "Co-authorship networks and research impact: A social capital perspective," Research Policy, Elsevier, vol. 42(9), pages 1515-1530.
    31. Rosiello, Alessandro & Maleki, Ali, 2021. "A dynamic multi-sector analysis of technological catch-up: The impact of technology cycle times, knowledge base complexity and variety," Research Policy, Elsevier, vol. 50(3).
    32. Albert Banal-Estañol & Mireia Jofre-Bonet & Cornelia Meissner, 2008. "Theimpact of industry collaboration on research: Evidence from engineering academics in the UK," Economics Working Papers 1190, Department of Economics and Business, Universitat Pompeu Fabra, revised Aug 2010.
    33. Chen, Kaihua & Zhang, Yi & Zhu, Guilong & Mu, Rongping, 2020. "Do research institutes benefit from their network positions in research collaboration networks with industries or/and universities?," Technovation, Elsevier, vol. 94.
    34. Park, Han Woo & Leydesdorff, Loet, 2010. "Longitudinal trends in networks of university-industry-government relations in South Korea: The role of programmatic incentives," Research Policy, Elsevier, vol. 39(5), pages 640-649, June.
    35. Heather Berry, 2018. "The Influence of Multiple Knowledge Networks on Innovation in Foreign Operations," Organization Science, INFORMS, vol. 29(5), pages 855-872, October.
    36. Tom Broekel & Ron Boschma, 2012. "Knowledge networks in the Dutch aviation industry: the proximity paradox," Journal of Economic Geography, Oxford University Press, vol. 12(2), pages 409-433, March.
    37. Jeongsik “Jay” Lee, 2010. "Heterogeneity, Brokerage, and Innovative Performance: Endogenous Formation of Collaborative Inventor Networks," Organization Science, INFORMS, vol. 21(4), pages 804-822, August.
    38. Paul Almeida & Anupama Phene & Sali Li, 2015. "The Influence of Ethnic Community Knowledge on Indian Inventor Innovativeness," Organization Science, INFORMS, vol. 26(1), pages 198-217, February.
    39. Perkmann, Markus & Tartari, Valentina & McKelvey, Maureen & Autio, Erkko & Broström, Anders & D’Este, Pablo & Fini, Riccardo & Geuna, Aldo & Grimaldi, Rosa & Hughes, Alan & Krabel, Stefan & Kitson, Mi, 2013. "Academic engagement and commercialisation: A review of the literature on university–industry relations," Research Policy, Elsevier, vol. 42(2), pages 423-442.
    40. Chen, Kaihua & Zhang, Yi & Fu, Xiaolan, 2019. "International research collaboration: An emerging domain of innovation studies?," Research Policy, Elsevier, vol. 48(1), pages 149-168.
    41. Massimo G. Colombo, 2003. "Alliance form: a test of the contractual and competence perspectives," Strategic Management Journal, Wiley Blackwell, vol. 24(12), pages 1209-1229, December.
    42. Zhang, Yi & Chen, Kaihua & Fu, Xiaolan, 2019. "Scientific effects of Triple Helix interactions among research institutes, industries and universities," Technovation, Elsevier, vol. 86, pages 33-47.
    43. Xavier Molina-Morales, F. & Belso-Martínez, José A. & Más-Verdú, Francisco & Martínez-Cháfer, Luis, 2015. "Formation and dissolution of inter-firm linkages in lengthy and stable networks in clusters," Journal of Business Research, Elsevier, vol. 68(7), pages 1557-1562.
    44. Kafouros, Mario & Wang, Chengqi & Piperopoulos, Panagiotis & Zhang, Mingshen, 2015. "Academic collaborations and firm innovation performance in China: The role of region-specific institutions," Research Policy, Elsevier, vol. 44(3), pages 803-817.
    45. Mei Hsiu-Ching Ho, 2009. "How Regional Innovation Systems Play a Relative Competitive Role Within Knowledge Networks," European Planning Studies, Taylor & Francis Journals, vol. 17(12), pages 1881-1905, December.
    46. Frédéric C. Godart & Andrew V. Shipilov & Kim Claes, 2014. "Making the Most of the Revolving Door: The Impact of Outward Personnel Mobility Networks on Organizational Creativity," Organization Science, INFORMS, vol. 25(2), pages 377-400, April.
    47. Corey C. Phelps, 2010. "A longitudinal study of the influence of alliance network structure and composition on firm exploratory innovation," Post-Print hal-00528392, HAL.
    48. Michaël Bikard & Keyvan Vakili & Florenta Teodoridis, 2019. "When Collaboration Bridges Institutions: The Impact of University–Industry Collaboration on Academic Productivity," Organization Science, INFORMS, vol. 30(2), pages 426-445, March.
    49. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    50. 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.
    51. Papazoglou, Michalis E. & Spanos, Yiannis E., 2021. "“Influential knowledge and financial performance: The role of time and rivals’ absorptive capacity”," Technovation, Elsevier, vol. 102(C).
    52. Liang, Xinning & Liu, Anita M.M., 2018. "The evolution of government sponsored collaboration network and its impact on innovation: A bibliometric analysis in the Chinese solar PV sector," Research Policy, Elsevier, vol. 47(7), pages 1295-1308.
    53. Geoffrey Martin & Remzi Gözübüyük & Manuel Becerra, 2015. "Interlocks and firm performance: The role of uncertainty in the directorate interlock-performance relationship," Strategic Management Journal, Wiley Blackwell, vol. 36(2), pages 235-253, February.
    54. Brixy, Udo & Brunow, Stephan & D'Ambrosio, Anna, 2020. "The unlikely encounter: Is ethnic diversity in start-ups associated with innovation?," Research Policy, Elsevier, vol. 49(4).
    55. Almas Heshmati & Hyesung Kim, 2011. "The R&D and productivity relationship of Korean listed firms," Journal of Productivity Analysis, Springer, vol. 36(2), pages 125-142, October.
    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. Wang, Jiaxi & Zhang, Jingjing, 2023. "The impact of policy collaboration networks and policy topic networks on policy diffusion: Empirical evidence from the energy field," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    2. Mohammad Daradkeh, 2023. "Exploring the Curvilinear Relationship between Academic-Industry Collaboration Environment and Innovation Performance: A Multilevel Perspective," Sustainability, MDPI, vol. 15(10), pages 1-20, May.
    3. Mota, Joao & Santos, Jose Novais & Alencar, Raissa, 2023. "Intertwining innovation and business networks for sustainable agricultural systems: A case study of carbon-neutral beef," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    4. Guangyu Huang & Liqiong Shen, 2024. "The Bidirectional Relationship between Digital Transformation and Corporate Social Responsibility: A Legitimacy Perspective," Sustainability, MDPI, vol. 16(7), pages 1-21, April.

    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. Chen, Kaihua & Zhang, Yi & Zhu, Guilong & Mu, Rongping, 2020. "Do research institutes benefit from their network positions in research collaboration networks with industries or/and universities?," Technovation, Elsevier, vol. 94.
    2. Guan, JianCheng & Zuo, KaiRui & Chen, KaiHua & Yam, Richard C.M., 2016. "Does country-level R&D efficiency benefit from the collaboration network structure?," Research Policy, Elsevier, vol. 45(4), pages 770-784.
    3. Zhang, Yi & Chen, Kaihua & Fu, Xiaolan, 2019. "Scientific effects of Triple Helix interactions among research institutes, industries and universities," Technovation, Elsevier, vol. 86, pages 33-47.
    4. Emerson Gomes Santos & Renato Garcia & Veneziano Araujo & Suelene Mascarini & Ariana Costa, 2021. "Spatial and non‐spatial proximity in university–industry collaboration: Mutual reinforcement and decreasing effects," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(4), pages 1249-1261, August.
    5. Jiancheng Guan & Lanxin Pang, 2018. "Bidirectional relationship between network position and knowledge creation in Scientometrics," Scientometrics, Springer;Akadémiai Kiadó, vol. 115(1), pages 201-222, April.
    6. Ben Zhang & Xiaohong Wang, 2017. "Empirical study on influence of university-industry collaboration on research performance and moderating effect of social capital: evidence from engineering academics in China," Scientometrics, Springer;Akadémiai Kiadó, vol. 113(1), pages 257-277, October.
    7. Guan, Jiancheng & Zhang, Jingjing & Yan, Yan, 2015. "The impact of multilevel networks on innovation," Research Policy, Elsevier, vol. 44(3), pages 545-559.
    8. Zhang, Ningning & You, Dingyi & Tang, Le & Wen, Ke, 2023. "Knowledge path dependence, external connection, and radical inventions: Evidence from Chinese Academy of Sciences," Research Policy, Elsevier, vol. 52(4).
    9. Christian Omobhude & Shih-Hsin Chen, 2019. "The Roles and Measurements of Proximity in Sustained Technology Development: A Literature Review," Sustainability, MDPI, vol. 11(1), pages 1-30, January.
    10. Zhang, JingJing & Yan, Yan & Guan, JianCheng, 2019. "Recombinant distance, network governance and recombinant innovation," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 260-272.
    11. Tu, Jing, 2020. "The role of dyadic social capital in enhancing collaborative knowledge creation," Journal of Informetrics, Elsevier, vol. 14(2).
    12. Haifeng Wang & Longwei Tian & Yuan Li, 2019. "A tale of two cultures: Social networks and competitive advantage," Asia Pacific Journal of Management, Springer, vol. 36(2), pages 321-347, June.
    13. Ellen Siu, 2018. "Interorganisational collaboration in Academic Health Science Centre: A case study on King’s Health Partnership," Working Papers 40, Birkbeck Centre for Innovation Management Research, revised Feb 2021.
    14. Ba, Zhichao & Mao, Jin & Ma, Yaxue & Liang, Zhentao, 2021. "Exploring the effect of city-level collaboration and knowledge networks on innovation: Evidence from energy conservation field," Journal of Informetrics, Elsevier, vol. 15(3).
    15. Hugo Ernesto Martínez Ardila & Julián Eduardo Mora Moreno & Jaime Alberto Camacho Pico, 2020. "Networks of collaborative alliances: the second order interfirm technological distance and innovation performance," The Journal of Technology Transfer, Springer, vol. 45(4), pages 1255-1282, August.
    16. Gallo, Julie Le & Plunket, Anne, 2020. "Regional gatekeepers, inventor networks and inventive performance: Spatial and organizational channels," Research Policy, Elsevier, vol. 49(5).
    17. Jiancheng Guan & Yan Yan & Jingjing Zhang, 2015. "How do collaborative features affect scientific output? Evidences from wind power field," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(1), pages 333-355, January.
    18. Krzysztof Klincewicz, 2016. "The emergent dynamics of a technological research topic: the case of graphene," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(1), pages 319-345, January.
    19. Graf, Holger & Kalthaus, Martin, 2018. "International research networks: Determinants of country embeddedness," Research Policy, Elsevier, vol. 47(7), pages 1198-1214.
    20. Abbasiharofteh, Milad & Kinne, Jan & Krüger, Miriam, 2021. "The strength of weak and strong ties in bridging geographic and cognitive distances," ZEW Discussion Papers 21-049, ZEW - Leibniz Centre for European Economic Research.

    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:eee:techno:v:115:y:2022:i:c:s0166497222000852. 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: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/01664972 .

    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.