IDEAS home Printed from https://ideas.repec.org/a/sae/envira/v47y2015i3p744-761.html
   My bibliography  Save this article

Geography of Knowledge Sourcing, Search Breadth and Depth Patterns, and Innovative Performance: A Firm Heterogeneity Perspective

Author

Listed:
  • Cassandra C Wang

    (Department of Earth Sciences, Zhejiang University, 38 Zheda Road, Hangzhou 310027, China)

Abstract

The geography of knowledge sourcing has attracted much attention as firms increasingly rely on external knowledge to accelerate innovation. However, the existing literature has been silent about the way in which firms utilize external knowledge and has largely neglected firm heterogeneity in geographical knowledge sourcing. This paper established a geographical search model by combining geographical scales of knowledge sourcing with firm-level knowledge search strategies to investigate the differentiated knowledge search patterns and innovation dynamics between technological leaders and laggards with survey data from Zhejiang, one of the leading provinces in China. It is found that, while a broad search of local knowledge contributes to product innovation by technological laggards, it exerts no significant influence on technological leaders whose innovation depends more upon a nonlocal variety of knowledge sources. The findings highlight the uneven and selective knowledge flows within a cluster and question the importance of localized strong ties in innovation.

Suggested Citation

  • Cassandra C Wang, 2015. "Geography of Knowledge Sourcing, Search Breadth and Depth Patterns, and Innovative Performance: A Firm Heterogeneity Perspective," Environment and Planning A, , vol. 47(3), pages 744-761, March.
  • Handle: RePEc:sae:envira:v:47:y:2015:i:3:p:744-761
    DOI: 10.1068/a140024p
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1068/a140024p
    Download Restriction: no

    File URL: https://libkey.io/10.1068/a140024p?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
    ---><---

    References listed on IDEAS

    as
    1. Wilbur Chung & Juan Alcácer, 2002. "Knowledge Seeking and Location Choice of Foreign Direct Investment in the United States," Management Science, INFORMS, vol. 48(12), pages 1534-1554, December.
    2. Lori Rosenkopf & Paul Almeida, 2003. "Overcoming Local Search Through Alliances and Mobility," Management Science, INFORMS, vol. 49(6), pages 751-766, June.
    3. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    4. George Lin, 2009. "Scaling-up Regional Development in Globalizing China: Local Capital Accumulation, Land-centred Politics, and Reproduction of Space," Regional Studies, Taylor & Francis Journals, vol. 43(3), pages 429-447.
    5. Ann Markusen, 1996. "Sticky Places in Slippery Space: A Typology of Industrial Districts," Economic Geography, Taylor & Francis Journals, vol. 72(3), pages 293-313, July.
    6. Federico Munari & Maurizio Sobrero & Alessandro Malipiero, 2012. "Absorptive capacity and localized spillovers: focal firms as technological gatekeepers in industrial districts," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(2), pages 429-462, April.
    7. Jan Vandekerckhove & Raymond De Bondt, 2008. "Asymmetric Spillovers And Investments In Research And Development Of Leaders And Followers," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(5), pages 417-433.
    8. C. Cindy Fan & Allen J. Scott, 2003. "Industrial Agglomeration and Development: A Survey of Spatial Economic Issues in East Asia and a Statistical Analysis of Chinese Regions," Economic Geography, Taylor & Francis Journals, vol. 79(3), pages 295-319, July.
    9. Gautam Ahuja & Riitta Katila, 2004. "Where do resources come from? The role of idiosyncratic situations," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 887-907, August.
    10. Kenneth W. Koput, 1997. "A Chaotic Model of Innovative Search: Some Answers, Many Questions," Organization Science, INFORMS, vol. 8(5), pages 528-542, October.
    11. Robert Salomon & Byungchae Jin, 2008. "Does knowledge spill to leaders or laggards? Exploring industry heterogeneity in learning by exporting," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(1), pages 132-150, January.
    12. Juan Alcácer & Wilbur Chung, 2007. "Location Strategies and Knowledge Spillovers," Management Science, INFORMS, vol. 53(5), pages 760-776, May.
    13. Tappeiner, Gottfried & Hauser, Christoph & Walde, Janette, 2008. "Regional knowledge spillovers: Fact or artifact?," Research Policy, Elsevier, vol. 37(5), pages 861-874, June.
    14. Giuliani, Elisa & Bell, Martin, 2005. "The micro-determinants of meso-level learning and innovation: evidence from a Chilean wine cluster," Research Policy, Elsevier, vol. 34(1), pages 47-68, February.
    15. Elisa Giuliani, 2007. "The selective nature of knowledge networks in clusters: evidence from the wine industry," Journal of Economic Geography, Oxford University Press, vol. 7(2), pages 139-168, March.
    16. Baptista, Rui & Swann, Peter, 1998. "Do firms in clusters innovate more?," Research Policy, Elsevier, vol. 27(5), pages 525-540, September.
    17. Fleming, Lee & Sorenson, Olav, 2001. "Technology as a complex adaptive system: evidence from patent data," Research Policy, Elsevier, vol. 30(7), pages 1019-1039, August.
    18. Jatinder S. Sidhu & Harry R. Commandeur & Henk W. Volberda, 2007. "The Multifaceted Nature of Exploration and Exploitation: Value of Supply, Demand, and Spatial Search for Innovation," Organization Science, INFORMS, vol. 18(1), pages 20-38, February.
    19. Yu Zhou & Yifei Sun & Y. H. Dennis Wei & George C. S. Lin, 2011. "De-centering 'spatial fix'--patterns of territorialization and regional technological dynamism of ICT hubs in China," Journal of Economic Geography, Oxford University Press, vol. 11(1), pages 119-150, January.
    20. Asheim, Bjorn T. & Coenen, Lars, 2005. "Knowledge bases and regional innovation systems: Comparing Nordic clusters," Research Policy, Elsevier, vol. 34(8), pages 1173-1190, October.
    21. Yu Zhou & Tong Xin, 2003. "An Innovative Region in China: Interaction Between Multinational Corporations and Local Firms in a High-Tech Cluster in Beijing," Economic Geography, Taylor & Francis Journals, vol. 79(2), pages 129-152, April.
    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. Loris Servillo & Rob Atkinson & Abdelillah Hamdouch & Aiqi Wu & Cassandra C. Wang, 2017. "Knowledge Search Pattern and Product Innovation of Firms in Low and High-Technology Industrial Clusters: A Knowledge Relatedness Perspective," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 108(4), pages 488-502, September.
    2. Xiyao Xiang & Wei-Chiao Huang, 2019. "Does Distance Affect the Role of Nonlocal Subsidiaries on Cluster Firms’ Innovation? An Empirical Investigation on Chinese Biotechnology Cluster Firms," Sustainability, MDPI, vol. 11(23), pages 1-18, November.
    3. Gölgeci, Ismail & Ferraris, Alberto & Arslan, Ahmad & Tarba, Shlomo Y., 2019. "European MNE subsidiaries' embeddedness and innovation performance: Moderating role of external search depth and breadth," Journal of Business Research, Elsevier, vol. 102(C), pages 97-108.

    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. Wang, Cassandra C. & Wu, Aiqi, 2016. "Geographical FDI knowledge spillover and innovation of indigenous firms in China," International Business Review, Elsevier, vol. 25(4), pages 895-906.
    2. Lampert, Curba Morris & Kim, Minyoung, 2019. "Going far to go further: Offshoring, exploration, and R&D performance," Journal of Business Research, Elsevier, vol. 103(C), pages 376-386.
    3. Aiqi Wu & Cassandra C. Wang & Shengxiao Li, 2015. "Geographical knowledge search, internal R&D intensity and product innovation of clustering firms in Zhejiang, China," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 553-572, August.
    4. Jérôme Stuck & Tom Broekel & Javier Revilla Diez, 2016. "Network Structures in Regional Innovation Systems," European Planning Studies, Taylor & Francis Journals, vol. 24(3), pages 423-442, March.
    5. Jiang Wei & Minfei Zhou & Mark Greeven & Hongyan Qu, 2016. "Economic governance, dual networks and innovative learning in five Chinese industrial clusters," Asia Pacific Journal of Management, Springer, vol. 33(4), pages 1037-1074, December.
    6. Aharonson, Barak S. & Schilling, Melissa A., 2016. "Mapping the technological landscape: Measuring technology distance, technological footprints, and technology evolution," Research Policy, Elsevier, vol. 45(1), pages 81-96.
    7. José-Vicente Tomás-Miquel & Gabriel Brătucu & Manuel Expósito-Langa & Oana Bărbulescu, 2018. "The Relevance of Collaborative Networks in Emerging Clusters. The Case of Muntenia-Oltenia Regions in Romania," Sustainability, MDPI, vol. 10(7), pages 1-16, July.
    8. Jatinder S. Sidhu & Harry R. Commandeur & Henk W. Volberda, 2007. "The Multifaceted Nature of Exploration and Exploitation: Value of Supply, Demand, and Spatial Search for Innovation," Organization Science, INFORMS, vol. 18(1), pages 20-38, February.
    9. Yuzhe Miao & Robert M. Salomon & Jaeyong Song, 2021. "Learning from Technologically Successful Peers: The Convergence of Asian Laggards to the Technology Frontier," Organization Science, INFORMS, vol. 32(1), pages 210-232, January.
    10. David H. Hsu & Kwanghui Lim, 2014. "Knowledge Brokering and Organizational Innovation: Founder Imprinting Effects," Organization Science, INFORMS, vol. 25(4), pages 1134-1153, August.
    11. Michaela Wrede & Tobias Dauth, 2020. "A temporal perspective on the relationship between top management team internationalization and firms' innovativeness," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(4), pages 542-561, June.
    12. Qu, Guannan & Chen, Jin & Zhang, Ruhao & Wang, Luyao & Yang, Yayu, 2023. "Technological search strategy and breakthrough innovation: An integrated approach based on main-path analysis," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    13. Kafouros, Mario I. & Buckley, Peter J. & Clegg, Jeremy, 2012. "The effects of global knowledge reservoirs on the productivity of multinational enterprises: The role of international depth and breadth," Research Policy, Elsevier, vol. 41(5), pages 848-861.
    14. Shixiang Wang & Minyuan Zhao, 2018. "A tale of two distances: a study of technological distance, geographic distance and multilocation firms," Journal of Economic Geography, Oxford University Press, vol. 18(5), pages 1091-1120.
    15. Grillitsch, Markus, 2014. "Institutional Change and Economic Evolution in Regions," Papers in Innovation Studies 2014/1, Lund University, CIRCLE - Centre for Innovation Research.
    16. Guo, Jingjing & Guo, Bin & Zhou, Jianghua & Wu, Xiaobo, 2020. "How does the ambidexterity of technological learning routine affect firm innovation performance within industrial clusters? The moderating effects of knowledge attributes," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    17. Ren� Belderbos & Dieter Somers, 2015. "Do Technology Leaders Deter Inward R&D Investments? Evidence from Regional R&D Location Decisions in Europe," Regional Studies, Taylor & Francis Journals, vol. 49(11), pages 1805-1821, November.
    18. Jörg Zimmermann & Wolfgang Sofka, 2013. "Knowledge search versus knowledge deployment: How foreignness can be both an asset and a liability for firms," JRC Working Papers on Corporate R&D and Innovation 2013-03, Joint Research Centre.
    19. Linus Dahlander & Siobhan O'Mahony & David M. Gann, 2016. "One foot in, one foot out: how does individuals' external search breadth affect innovation outcomes?," Strategic Management Journal, Wiley Blackwell, vol. 37(2), pages 280-302, February.
    20. Markus Grillitsch, 2014. "Regional Transformation: Institutional Change and Economic Evolution in Regions," ERSA conference papers ersa14p1481, European Regional Science Association.

    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:sae:envira:v:47:y:2015:i:3:p:744-761. 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: SAGE Publications (email available below). General contact details of provider: .

    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.