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How does human capital foster product innovation? The contingent roles of industry cluster features

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  • You, Shuyang
  • Zhou, Kevin Zheng
  • Jia, Liangding

Abstract

Although it is well recognized that human capital is an important strategic asset for firms, the evidence regarding its role in developing new products is inconclusive. Prior research has overlooked the contingent role of industry clusters in the relationship between human capital and product innovation. This study suggests that organizational learning and resource availability from industry clusters shape the relationship between human capital and innovation. Using multilevel and multisource onsite survey data from 236 firms in 36 Chinese township clusters, we find that the positive effect of human capital is weaker when firms learn more from inside industry clusters and is stronger when firms learn more from outside clusters. Moreover, human capital has a stronger positive effect on innovation among firms that are located in clusters with more spinoffs. These findings provide novel insights into how human capital can be matched with the features of clusters to foster innovation.

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  • You, Shuyang & Zhou, Kevin Zheng & Jia, Liangding, 2021. "How does human capital foster product innovation? The contingent roles of industry cluster features," Journal of Business Research, Elsevier, vol. 130(C), pages 335-347.
    • Handle: RePEc:eee:jbrese:v:130:y:2021:i:c:p:335-347
    DOI: 10.1016/j.jbusres.2021.03.046
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    as
    1. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    2. Wu, Aiqi & Wei, Jiang, 2013. "Effects of Geographic Search on Product Innovation in Industrial Cluster Firms in China," Management and Organization Review, Cambridge University Press, vol. 9(3), pages 465-487, November.
    3. Hervas-Oliver, Jose-Luis & Lleo, María & Cervello, Roberto, 2017. "The dynamics of cluster entrepreneurship: Knowledge legacy from parents or agglomeration effects? The case of the Castellon ceramic tile district," Research Policy, Elsevier, vol. 46(1), pages 73-92.
    4. Geoffrey G. Bell & Akbar Zaheer, 2007. "Geography, Networks, and Knowledge Flow," Organization Science, INFORMS, vol. 18(6), pages 955-972, December.
    5. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    6. Clive Lawson & Edward Lorenz, 1999. "Collective Learning, Tacit Knowledge and Regional Innovative Capacity," Regional Studies, Taylor & Francis Journals, vol. 33(4), pages 305-317.
    7. Paul Robson & Charles Akuetteh & Paul Westhead & Mike Wright, 2012. "Innovative opportunity pursuit, human capital and business ownership experience in an emerging region: evidence from Ghana," Small Business Economics, Springer, vol. 39(3), pages 603-625, October.
    8. Frank Nagle & Florenta Teodoridis, 2020. "Jack of all trades and master of knowledge: The role of diversification in new distant knowledge integration," Strategic Management Journal, Wiley Blackwell, vol. 41(1), pages 55-85, January.
    9. Daniel Tzabbar & Jaclyn Margolis, 2017. "Beyond the Startup Stage: The Founding Team’s Human Capital, New Venture’s Stage of Life, Founder–CEO Duality, and Breakthrough Innovation," Organization Science, INFORMS, vol. 28(5), pages 857-872, October.
    10. Wu, Aiqi & Wei, Jiang, 2013. "Effects of Geographic Search on Product Innovation in Industrial Cluster Firms in China," Management and Organization Review, Cambridge University Press, pages 465-488.
    11. Ikujiro Nonaka & Georg von Krogh, 2009. "Perspective---Tacit Knowledge and Knowledge Conversion: Controversy and Advancement in Organizational Knowledge Creation Theory," Organization Science, INFORMS, vol. 20(3), pages 635-652, June.
    12. 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.
    13. Solon Moreira & Arjan Markus & Keld Laursen, 2018. "Knowledge diversity and coordination: The effect of intrafirm inventor task networks on absorption speed," Strategic Management Journal, Wiley Blackwell, vol. 39(9), pages 2517-2546, September.
    14. Russell W. Coff, 1999. "How Buyers Cope with Uncertainty when Acquiring Firms in Knowledge-Intensive Industries: Caveat Emptor," Organization Science, INFORMS, vol. 10(2), pages 144-161, April.
    15. Seongsoo Jang & Jinwon Kim & Max von Zedtwitz, 2017. "The importance of spatial agglomeration in product innovation: A microgeography perspective," Post-Print hal-02004347, HAL.
    16. Chen, Shouming & Bu, Miao & Wu, Sibin & Liang, Xin, 2015. "How does TMT attention to innovation of Chinese firms influence firm innovation activities? A study on the moderating role of corporate governance," Journal of Business Research, Elsevier, vol. 68(5), pages 1127-1135.
    17. Jose-Luis Hervas-Oliver & Francisca Sempere-Ripoll & Sofia Estelles-Miguel & Ronald Rojas-Alvarado, 2019. "Radical vs incremental innovation in Marshallian Industrial Districts in the Valencian Region: what prevails?," European Planning Studies, Taylor & Francis Journals, vol. 27(10), pages 1924-1939, October.
    18. Choi, Suk Bong & Lee, Soo Hee & Williams, Christopher, 2011. "Ownership and firm innovation in a transition economy: Evidence from China," Research Policy, Elsevier, vol. 40(3), pages 441-452, April.
    19. Klueter, Thomas & Monteiro, L. Felipe & Dunlap, Denise R., 2017. "Standard vs. partnership-embedded licensing: Attention and the relationship between licensing and product innovations," Research Policy, Elsevier, vol. 46(9), pages 1629-1643.
    20. Michael Lubatkin & Kira Reed & Narasimhan Srinivasan, 2006. "Proposing and Testing an Intellectual Capital-Base View of the Firm," Post-Print hal-02311664, HAL.
    21. Kevin Zheng Zhou & Fang Wu, 2010. "Technological capability, strategic flexibility, and product innovation," Strategic Management Journal, Wiley Blackwell, vol. 31(5), pages 547-561, May.
    22. Peter J. Lane & Michael Lubatkin, 1998. "Relative absorptive capacity and interorganizational learning," Post-Print hal-02311860, HAL.
    23. Christophe Boone & Boris Lokshin & Hannes Guenter & René Belderbos, 2019. "Top management team nationality diversity, corporate entrepreneurship, and innovation in multinational firms," Strategic Management Journal, Wiley Blackwell, vol. 40(2), pages 277-302, February.
    24. Peter Maskell & Anders Malmberg, 2007. "Myopia, knowledge development and cluster evolution," Journal of Economic Geography, Oxford University Press, vol. 7(5), pages 603-618, September.
    25. Elisa Giuliani & Pierre-Alexandre Balland & Andrés Matta, 2019. "Straining but not thriving: understanding network dynamics in underperforming industrial clusters," Journal of Economic Geography, Oxford University Press, vol. 19(1), pages 147-172.
    26. Laura Poppo & Kevin Zheng Zhou & Julie J. Li, 2016. "When can you trust “trust”? Calculative trust, relational trust, and supplier performance," Strategic Management Journal, Wiley Blackwell, vol. 37(4), pages 724-741, April.
    27. Aiqi Wu & Jiang Wei, 2013. "Effects of Geographic Search on Product Innovation in Industrial Cluster Firms in China. 地理搜寻对中国集群企业产品创新的影响," Management and Organization Review, The International Association for Chinese Management Research, vol. 9(3), pages 465-487, November.
    28. Nile W. Hatch & Jeffrey H. Dyer, 2004. "Human capital and learning as a source of sustainable competitive advantage," Strategic Management Journal, Wiley Blackwell, vol. 25(12), pages 1155-1178, December.
    29. 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.
    30. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
    31. Kianto, Aino & Sáenz, Josune & Aramburu, Nekane, 2017. "Knowledge-based human resource management practices, intellectual capital and innovation," Journal of Business Research, Elsevier, vol. 81(C), pages 11-20.
    32. 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.
    33. Shaker A. Zahra & Els Van de Velde & Bárbara Larrañeta, 2007. "Knowledge conversion capability and the performance of corporate and university spin-offs," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(4), pages 569-608, August.
    34. Christian Longhi, 1999. "Networks, Collective Learning and Technology Development in Innovative High Technology Regions: The Case of Sophia-Antipolis," Regional Studies, Taylor & Francis Journals, vol. 33(4), pages 333-342.
    35. Jose-Luis Hervás-Oliver & Jose Albors-Garrigos & Sofia Estelles-Miguel & Carles Boronat-Moll, 2018. "Radical innovation in Marshallian industrial districts," Regional Studies, Taylor & Francis Journals, vol. 52(10), pages 1388-1397, October.
    36. Kira Kristal Reed & Michael Lubatkin & Narasimhan Srinivasan, 2006. "Proposing and Testing an Intellectual Capital‐Based View of the Firm," Journal of Management Studies, Wiley Blackwell, vol. 43(4), pages 867-893, June.
    37. Jose-Luis Hervas-Oliver & Jose Albors-Garrigos, 2009. "The role of the firm's internal and relational capabilities in clusters: when distance and embeddedness are not enough to explain innovation," Journal of Economic Geography, Oxford University Press, vol. 9(2), pages 263-283, March.
    38. Keld Laursen & Francesca Masciarelli & Andrea Prencipe, 2012. "Regions Matter: How Localized Social Capital Affects Innovation and External Knowledge Acquisition," Organization Science, INFORMS, vol. 23(1), pages 177-193, February.
    39. Elisa Giuliani, 2011. "Role of Technological Gatekeepers in the Growth of Industrial Clusters: Evidence from Chile," Regional Studies, Taylor & Francis Journals, vol. 45(10), pages 1329-1348, November.
    40. Lai, Yung-Lung & Hsu, Maw-Shin & Lin, Feng-Jyh & Chen, Yi-Min & Lin, Yi-Hsin, 2014. "The effects of industry cluster knowledge management on innovation performance," Journal of Business Research, Elsevier, vol. 67(5), pages 734-739.
    41. Jose-Luis Hervas-Oliver & Francisca Sempere-Ripoll & Ronald Rojas Alvarado & Sofia Estelles-Miguel, 2018. "Agglomerations and firm performance: who benefits and how much?," Regional Studies, Taylor & Francis Journals, vol. 52(3), pages 338-349, March.
    42. Julie Juan Li & Laura Poppo & Kevin Zheng Zhou, 2008. "Do managerial ties in China always produce value? Competition, uncertainty, and domestic vs. foreign firms," Strategic Management Journal, Wiley Blackwell, vol. 29(4), pages 383-400, April.
    43. Steven Klepper, 2007. "Disagreements, Spinoffs, and the Evolution of Detroit as the Capital of the U.S. Automobile Industry," Management Science, INFORMS, vol. 53(4), pages 616-631, April.
    44. Ooms, Ward & Ebbekink, Miranda, 2018. "In search of the sweet spot: The role of personal proximity in three Dutch clusters," Journal of Business Research, Elsevier, vol. 92(C), pages 48-60.
    45. Ya-Hui Ling, 2013. "The influence of intellectual capital on organizational performance—Knowledge management as moderator," Asia Pacific Journal of Management, Springer, vol. 30(3), pages 937-964, September.
    46. Nee, Victor & Opper, Sonja, 2012. "Capitalism from Below: Markets and Institutional Change in China," Economics Books, Harvard University Press, number 9780674050204, Spring.
    47. Kevin Zheng Zhou & Caroline Bingxin Li, 2012. "How knowledge affects radical innovation: Knowledge base, market knowledge acquisition, and internal knowledge sharing," Strategic Management Journal, Wiley Blackwell, vol. 33(9), pages 1090-1102, September.
    48. Roberta Capello, 1999. "Spatial Transfer of Knowledge in High Technology Milieux: Learning Versus Collective Learning Processes," Regional Studies, Taylor & Francis Journals, vol. 33(4), pages 353-365.
    49. Peter J. Lane & Jane E. Salk & Marjorie A. Lyles, 2001. "Absorptive capacity, learning, and performance in international joint ventures," Strategic Management Journal, Wiley Blackwell, vol. 22(12), pages 1139-1161, December.
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