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Examining Cognitive and Social Proximities’ Influence on Cluster Firms’ Green Technological Innovation

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  • Mei Han
  • Bilin Xu

Abstract

Green technological innovation (GTI) has the dual externalities of promoting technological advancements and facilitating environmental protection. GTI assists manufacturing clusters respond to emission reduction and environmental protection challenges. Non-geographic proximity is vital in promoting knowledge sharing among organizations, facilitating GTI’s effective implementation; in this regard, a gap exists in the current literature. Using data from 330 cluster firms in China’s fine chemical industry and drawing on the knowledge-based view, this study explores how cognitive and social proximities affect GTI in cluster firms. The key findings are as follows: First, cognitive and social proximities are crucial factors driving GTI. Second, knowledge sharing mediates the relationship between proximity and GTI. Third, technological distance positively moderates the relationship between social proximity and green product innovation, and that between social proximity and end-of-pipe technological innovation. These findings have critical implications for cluster firms looking to cultivate network relationships based on distinct types of GTI.

Suggested Citation

  • Mei Han & Bilin Xu, 2024. "Examining Cognitive and Social Proximities’ Influence on Cluster Firms’ Green Technological Innovation," SAGE Open, , vol. 14(2), pages 21582440241, June.
  • Handle: RePEc:sae:sagope:v:14:y:2024:i:2:p:21582440241255780
    DOI: 10.1177/21582440241255780
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    1. 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).
    2. Lorenzo Cassi & Anne Plunket, 2014. "Proximity, network formation and inventive performance: in search of the proximity paradox," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(2), pages 395-422, September.
    3. Ghisetti, Claudia & Marzucchi, Alberto & Montresor, Sandro, 2015. "The open eco-innovation mode. An empirical investigation of eleven European countries," Research Policy, Elsevier, vol. 44(5), pages 1080-1093.
    4. Pieter W. Heringa & Edwin Horlings & Mariëlle van der Zouwen & Peter van den Besselaar & Wim van Vierssen, 2014. "How do dimensions of proximity relate to the outcomes of collaboration? A survey of knowledge-intensive networks in the Dutch water sector," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 23(7), pages 689-716, October.
    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. Wagner, Marcus, 2007. "On the relationship between environmental management, environmental innovation and patenting: Evidence from German manufacturing firms," Research Policy, Elsevier, vol. 36(10), pages 1587-1602, December.
    7. Teis Hansen, 2014. "Juggling with Proximity and Distance: Collaborative Innovation Projects in the Danish Cleantech Industry," Economic Geography, Clark University, vol. 90(4), pages 375-402, October.
    8. Steven C Currall & Andrew C Inkpen, 2002. "A Multilevel Approach to Trust in Joint Ventures," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 33(3), pages 479-495, September.
    9. 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.
    10. Klaus Rennings & Thomas Zwick, 2002. "Employment Impact Of Cleaner Production On The Firm Level: Empirical Evidence From A Survey In Five European Countries," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 6(03), pages 319-342.
    11. Al-Tabbaa, Omar & Ankrah, Samuel, 2016. "Social capital to facilitate ‘engineered’ university–industry collaboration for technology transfer: A dynamic perspective," Technological Forecasting and Social Change, Elsevier, vol. 104(C), pages 1-15.
    12. Deyu Li & Gaston Heimeriks & Floor Alkemade, 2021. "Recombinant invention in solar photovoltaic technology: can geographical proximity bridge technological distance?," Regional Studies, Taylor & Francis Journals, vol. 55(4), pages 605-616, April.
    13. Lars Coenen & Jerker Moodysson & Bjørn T. Asheim, 2004. "Nodes, networks and proximities: on the knowledge dynamics of the Medicon Valley biotech cluster," European Planning Studies, Taylor & Francis Journals, vol. 12(7), pages 1003-1018, June.
    14. Jaffe, Adam B. & Newell, Richard G. & Stavins, Robert N., 2005. "A tale of two market failures: Technology and environmental policy," Ecological Economics, Elsevier, vol. 54(2-3), pages 164-174, August.
    15. Elena Verdolini & Marzio Galeotti, 2009. "At Home and Abroad: An Empirical Analysis of Innovation and Diffusion in Energy-Efficient Technologies," Working Papers 2009.123, Fondazione Eni Enrico Mattei.
    16. Chung, Henry F.L. & Yang, Zhilin & Huang, Pei-How, 2015. "How does organizational learning matter in strategic business performance? The contingency role of guanxi networking," Journal of Business Research, Elsevier, vol. 68(6), pages 1216-1224.
    17. Nemet, Gregory F., 2012. "Inter-technology knowledge spillovers for energy technologies," Energy Economics, Elsevier, vol. 34(5), pages 1259-1270.
    18. Robert M. Grant & Charles Baden‐Fuller, 2004. "A Knowledge Accessing Theory of Strategic Alliances," Journal of Management Studies, Wiley Blackwell, vol. 41(1), pages 61-84, January.
    19. Giovanni Gavetti & Joe Porac, 2018. "On the Origin of Great Strategies," Strategy Science, INFORMS, vol. 3(1), pages 352-365, March.
    20. 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.
    21. 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.
    22. Helena Yli‐Renko & Erkko Autio & Harry J. Sapienza, 2001. "Social capital, knowledge acquisition, and knowledge exploitation in young technology‐based firms," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 587-613, June.
    23. Ranjay Gulati & Maxim Sytch & Adam Tatarynowicz, 2012. "The Rise and Fall of Small Worlds: Exploring the Dynamics of Social Structure," Organization Science, INFORMS, vol. 23(2), pages 449-471, April.
    24. Anna Wasiluk & Fahime Sadat Saadatyar, 2020. "Inter-organizational trust as a statement of social proximity," Journal of Entrepreneurship, Management and Innovation, Fundacja Upowszechniająca Wiedzę i Naukę "Cognitione", vol. 16(3), pages 77-100.
    25. Steinmo, Marianne & Rasmussen, Einar, 2016. "How firms collaborate with public research organizations: The evolution of proximity dimensions in successful innovation projects," Journal of Business Research, Elsevier, vol. 69(3), pages 1250-1259.
    26. Verdolini, Elena & Galeotti, Marzio, 2011. "At home and abroad: An empirical analysis of innovation and diffusion in energy technologies," Journal of Environmental Economics and Management, Elsevier, vol. 61(2), pages 119-134, March.
    27. Jean-Marie Courrent & Katherine Gundolf, 2009. "Proximity and Micro-Enterprise Manager’s Ethics: A French Empirical Study of Responsible Business Attitudes," Post-Print hal-03911778, HAL.
    28. Manuela Presutti & Cristina Boari & Antonio Majocchi & Xavier Molina‐morales, 2019. "Distance to Customers, Absorptive Capacity, and Innovation in High‐Tech Firms: The Dark Face of Geographical Proximity," Journal of Small Business Management, Taylor & Francis Journals, vol. 57(2), pages 343-361, April.
    29. Aleksander Jakimowicz & Daniel Rzeczkowski, 2019. "Diversification of innovation strategies of Polish industrial processing enterprises depending on their size after the global financial crisis," Journal of Entrepreneurship, Management and Innovation, Fundacja Upowszechniająca Wiedzę i Naukę "Cognitione", vol. 15(4), pages 35-76.
    30. 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.
    31. Mei Han & Bilin Xu, 2021. "Distance with Customers Effects on Green Product Innovation in SMEs: A Way Through Green Value Co-creation," SAGE Open, , vol. 11(4), pages 21582440211, December.
    32. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    33. Paola Giuri & Myriam Mariani, 2013. "When Distance Disappears: Inventors, Education, and the Locus of Knowledge Spillovers," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 449-463, May.
    34. Albino, Vito & Ardito, Lorenzo & Dangelico, Rosa Maria & Messeni Petruzzelli, Antonio, 2014. "Understanding the development trends of low-carbon energy technologies: A patent analysis," Applied Energy, Elsevier, vol. 135(C), pages 836-854.
    35. Wang, Ming-Chao & Chen, Pei-Chen & Fang, Shih-Chieh, 2018. "A critical view of knowledge networks and innovation performance: The mediation role of firms' knowledge integration capability," Journal of Business Research, Elsevier, vol. 88(C), pages 222-233.
    36. Gloria Parra‐Requena & Francesc Xavier Molina‐Morales & Pedro Manuel García‐Villaverde, 2010. "The Mediating Effect of Cognitive Social Capital on Knowledge Acquisition in Clustered Firms," Growth and Change, Wiley Blackwell, vol. 41(1), pages 59-84, March.
    37. Yunhui Zhao & Taiwen Feng & Hongbo Shi, 2018. "External involvement and green product innovation: The moderating role of environmental uncertainty," Business Strategy and the Environment, Wiley Blackwell, vol. 27(8), pages 1167-1180, December.
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