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Leveraging the digital layer: the strength of weak and strong ties in bridging geographic and cognitive distances

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  • Milad Abbasiharofteh
  • Jan Kinne
  • Miriam Krüger

Abstract

Firms may seek non-redundant information through inter-firm relations beyond their geographic and cognitive boundaries (i.e., relations with firms in other regions and active in different fields). Little is known about the conditions under which firms benefit from this high-risk/high-gain strategy. We created a digital layer of 600,000 German firms by using their websites’ textual and relational content. Our results suggest that strong relations (relations with common third partners) between firms from different fields and inter-regional relations are positively associated with a firm’s innovation level. We also found that a specific combination of weak and strong relations confers greater innovation benefits.

Suggested Citation

  • Milad Abbasiharofteh & Jan Kinne & Miriam Krüger, 2024. "Leveraging the digital layer: the strength of weak and strong ties in bridging geographic and cognitive distances," Journal of Economic Geography, Oxford University Press, vol. 24(2), pages 241-262.
  • Handle: RePEc:oup:jecgeo:v:24:y:2024:i:2:p:241-262.
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    References listed on IDEAS

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    1. Haus-Reve, Silje & Fitjar, Rune Dahl & Rodríguez-Pose, Andrés, 2019. "Does combining different types of collaboration always benefit firms? Collaboration, complementarity and product innovation in Norway," Research Policy, Elsevier, vol. 48(6), pages 1476-1486.
    2. Dominique Foray, 2018. "Smart specialization strategies as a case of mission-oriented policy—a case study on the emergence of new policy practices," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(5), pages 817-832.
    3. Ron Boschma & Ernest Miguelez & Rosina Moreno & Diego B. Ocampo-Corrales, 2023. "The Role of Relatedness and Unrelatedness for the Geography of Technological Breakthroughs in Europe," Economic Geography, Taylor & Francis Journals, vol. 99(2), pages 117-139, March.
    4. Ron Boschma & Ron Martin (ed.), 2010. "The Handbook of Evolutionary Economic Geography," Books, Edward Elgar Publishing, number 12864.
    5. Gino Cattani & Simone Ferriani, 2008. "A Core/Periphery Perspective on Individual Creative Performance: Social Networks and Cinematic Achievements in the Hollywood Film Industry," Organization Science, INFORMS, vol. 19(6), pages 824-844, December.
    6. Rodríguez-Pose, Andrés & Haus-Reve, Silje & Fitjar, Rune, 2019. "Does combining different types of collaboration always benefit firms? Collaboration, complementarity and product innovation in," CEPR Discussion Papers 13622, C.E.P.R. Discussion Papers.
    7. Francesco Capone & Luciana Lazzeretti, 2018. "The different roles of proximity in multiple informal network relationships: evidence from the cluster of high technology applied to cultural goods in Tuscany," Industry and Innovation, Taylor & Francis Journals, vol. 25(9), pages 897-917, October.
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    More about this item

    Keywords

    digital layer; weak and strong ties; proximity; innovation;
    All these keywords.

    JEL classification:

    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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