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Learning process and capability formation in cross-border buyer–supplier relationships: A qualitative case study of Taiwanese technological firms

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  • Liu, Chia-Ling (Eunice)
  • Zhang, Yingying

Abstract

This paper examines the alliance learning process from the perspective of local suppliers in a Global Production Network (GPN). After reviewing critical literature in the field, we employed a qualitative case research method to explore alliance learning antecedents, process and outcomes. Six Taiwanese technological firms with different positions in a GPN were examined and we found that these well-performing firms integrate both inter- and intra-organizational learning, as well as a bi-directional learning process. A framework of cross-level knowledge flow is proposed with refined alliance learning antecedents and outcomes. We also extend the typology of GPN positioning level. Propositions are suggested with results discussed for future research.

Suggested Citation

  • Liu, Chia-Ling (Eunice) & Zhang, Yingying, 2014. "Learning process and capability formation in cross-border buyer–supplier relationships: A qualitative case study of Taiwanese technological firms," International Business Review, Elsevier, vol. 23(4), pages 718-730.
    • Handle: RePEc:eee:iburev:v:23:y:2014:i:4:p:718-730
    DOI: 10.1016/j.ibusrev.2013.11.001
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    as
    1. Ranjay Gulati, 1999. "Network location and learning: the influence of network resources and firm capabilities on alliance formation," Strategic Management Journal, Wiley Blackwell, vol. 20(5), pages 397-420, May.
    2. Byung Park, 2010. "What matters to managerial knowledge acquisition in international joint ventures? High knowledge acquirers versus low knowledge acquirers," Asia Pacific Journal of Management, Springer, vol. 27(1), pages 55-79, March.
    3. Beamish, Paul W. & Kachra, Ariff, 2004. "Number of partners and JV performance," Journal of World Business, Elsevier, vol. 39(2), pages 107-120, May.
    4. 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.
    5. Yingying Zhang & Simon Dolan & Tony Lingham & Yochanan Altman, 2009. "International Strategic Human Resource Management: A Comparative Case Analysis of Spanish Firms in China," Management and Organization Review, The International Association for Chinese Management Research, vol. 5(2), pages 195-222, July.
    6. Akbar Zaheer & Geoffrey G. Bell, 2005. "Benefiting from network position: firm capabilities, structural holes, and performance," Strategic Management Journal, Wiley Blackwell, vol. 26(9), pages 809-825, September.
    7. Anthony Goerzen & Paul W. Beamish, 2005. "The effect of alliance network diversity on multinational enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 26(4), pages 333-354, April.
    8. Chung-Leung Luk & Oliver H M Yau & Leo Y M Sin & Alan C B Tse & Raymond P M Chow & Jenny S Y Lee, 2008. "The effects of social capital and organizational innovativeness in different institutional contexts," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(4), pages 589-612, June.
    9. Masaaki Kotabe & Denise Dunlap-Hinkler & Ronaldo Parente & Harsh A Mishra, 2007. "Determinants of cross-national knowledge transfer and its effect on firm innovation," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(2), pages 259-282, March.
    10. Mehta, Rajiv & Polsa, Pia & Mazur, Jolanta & Xiucheng, Fan & Dubinsky, Alan J., 2006. "Strategic alliances in international distribution channels," Journal of Business Research, Elsevier, vol. 59(10-11), pages 1094-1104, October.
    11. Oliver E. Williamson, 1991. "Strategizing, economizing, and economic organization," Strategic Management Journal, Wiley Blackwell, vol. 12(S2), pages 75-94, December.
    12. Ikujiro Nonaka, 1994. "A Dynamic Theory of Organizational Knowledge Creation," Organization Science, INFORMS, vol. 5(1), pages 14-37, February.
    13. Tsui, Anne S., 2009. "Editor's Introduction – Autonomy of Inquiry: Shaping the Future of Emerging Scientific Communities," Management and Organization Review, Cambridge University Press, vol. 5(01), pages 1-14, March.
    14. Bernard L. Simonin, 1999. "Ambiguity and the process of knowledge transfer in strategic alliances," Strategic Management Journal, Wiley Blackwell, vol. 20(7), pages 595-623, July.
    15. Bernard L Simonin, 2004. "An empirical investigation of the process of knowledge transfer in international strategic alliances," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(5), pages 407-427, September.
    16. Shantanu Dutta & Om Narasimhan & Surendra Rajiv, 2005. "Conceptualizing and measuring capabilities: methodology and empirical application," Strategic Management Journal, Wiley Blackwell, vol. 26(3), pages 277-285, March.
    17. Matthew Murphy & François Perrot & Miguel Rivera-Santos, 2012. "New perspectives on learning and innovation in cross-sector collaborations," Post-Print hal-02313075, HAL.
    18. Marjorie A Lyles & Jane E Salk, 1996. "Knowledge Acquisition from Foreign Parents in International Joint Ventures: An Empirical Examination in the Hungarian Context," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 27(4), pages 877-903, December.
    19. Mohan Subramaniam & N. Venkatraman, 2001. "Determinants of transnational new product development capability: testing the influence of transferring and deploying tacit overseas knowledge," Strategic Management Journal, Wiley Blackwell, vol. 22(4), pages 359-378, April.
    20. John Mathews, 2006. "Dragon multinationals: New players in 21 st century globalization," Asia Pacific Journal of Management, Springer, vol. 23(1), pages 5-27, March.
    21. Dieter Ernst & Paolo Guerrieri, 1998. "International production networks and changing trade patterns in East Asia: The case of the electronics industry," Oxford Development Studies, Taylor & Francis Journals, vol. 26(2), pages 191-212.
    22. Nicolai Juul Foss & Torben Pedersen, 2004. "Organizing knowledge processes in the multinational corporation: an introduction," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(5), pages 340-349, September.
    23. Andrew C. Inkpen, 2000. "Learning Through Joint Ventures: A Framework Of Knowledge Acquisition," Journal of Management Studies, Wiley Blackwell, vol. 37(7), pages 1019-1044, November.
    24. Kotabe, Masaaki & Jiang, Crystal Xiangwen & Murray, Janet Y., 2011. "Managerial ties, knowledge acquisition, realized absorptive capacity and new product market performance of emerging multinational companies: A case of China," Journal of World Business, Elsevier, vol. 46(2), pages 166-176, April.
    25. Frenz, Marion & Ietto-Gillies, Grazia, 2009. "The impact on innovation performance of different sources of knowledge: Evidence from the UK Community Innovation Survey," Research Policy, Elsevier, vol. 38(7), pages 1125-1135, September.
    26. Nielsen, Bo Bernhard, 2007. "Determining international strategic alliance performance: A multidimensional approach," International Business Review, Elsevier, vol. 16(3), pages 337-361, June.
    27. Snejina Michailova & Kate Hutchings, 2006. "National Cultural Influences on Knowledge Sharing: A Comparison of China and Russia," Journal of Management Studies, Wiley Blackwell, vol. 43(3), pages 383-405, May.
    28. Ulf Andersson & Mats Forsgren & Ulf Holm, 2007. "Balancing subsidiary influence in the federative MNC: a business network view," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(5), pages 802-818, September.
    29. Prashant Kale & Harbir Singh, 2007. "Building firm capabilities through learning: the role of the alliance learning process in alliance capability and firm‐level alliance success," Strategic Management Journal, Wiley Blackwell, vol. 28(10), pages 981-1000, October.
    30. Luiz F. Mesquita & Jaideep Anand & Thomas H. Brush, 2008. "Comparing the resource‐based and relational views: knowledge transfer and spillover in vertical alliances," Strategic Management Journal, Wiley Blackwell, vol. 29(9), pages 913-941, September.
    31. Mary M. Crossan & Iris Berdrow, 2003. "Organizational learning and strategic renewal," Strategic Management Journal, Wiley Blackwell, vol. 24(11), pages 1087-1105, November.
    32. Murphy, Matthew & Perrot, Francois & Rivera-Santos, Miguel, 2012. "New perspectives on learning and innovation in cross-sector collaborations," Journal of Business Research, Elsevier, vol. 65(12), pages 1700-1709.
    33. Eric Fang & Shaoming Zou, 2010. "The effects of absorptive and joint learning on the instability of international joint ventures in emerging economies," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(5), pages 906-924, June.
    34. Robert M. Grant, 1996. "Prospering in Dynamically-Competitive Environments: Organizational Capability as Knowledge Integration," Organization Science, INFORMS, vol. 7(4), pages 375-387, August.
    35. Balaji R. Koka & John E. Prescott, 2008. "Designing alliance networks: the influence of network position, environmental change, and strategy on firm performance," Strategic Management Journal, Wiley Blackwell, vol. 29(6), pages 639-661, June.
    36. Jiatao Li & Rajiv Kozhikode, 2008. "Knowledge management and innovation strategy: The challenge for latecomers in emerging economies," Asia Pacific Journal of Management, Springer, vol. 25(3), pages 429-450, September.
    37. Paul E. Bierly & Fariborz Damanpour & Michael D. Santoro, 2009. "The Application of External Knowledge: Organizational Conditions for Exploration and Exploitation," Journal of Management Studies, Wiley Blackwell, vol. 46(3), pages 481-509, May.
    38. Liu, Chia-Ling (Eunice) & Ghauri, Pervez N. & Sinkovics, Rudolf R., 2010. "Understanding the impact of relational capital and organizational learning on alliance outcomes," Journal of World Business, Elsevier, vol. 45(3), pages 237-249, July.
    39. Ted London & Stuart L Hart, 2004. "Reinventing strategies for emerging markets: beyond the transnational model," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(5), pages 350-370, September.
    40. Anoop Madhok, 2006. "How much does ownership really matter? Equity and trust relations in joint venture relationships," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 37(1), pages 4-11, January.
    41. Susan E. Feinberg & Anil K. Gupta, 2004. "Knowledge spillovers and the assignment of R&D responsibilities to foreign subsidiaries," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 823-845, August.
    42. Charles Dhanaraj & Marjorie A Lyles & H Kevin Steensma & Laszlo Tihanyi, 2004. "Managing tacit and explicit knowledge transfer in IJVs: the role of relational embeddedness and the impact on performance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(5), pages 428-442, September.
    43. Ming-Jer Chen, 2002. "Transcending Paradox: The Chinese “Middle Way” Perspective," Asia Pacific Journal of Management, Springer, vol. 19(2), pages 179-199, August.
    44. Susan M. Mudambi & Stephen Tallman, 2010. "Make, Buy or Ally? Theoretical Perspectives on Knowledge Process Outsourcing through Alliances," Journal of Management Studies, Wiley Blackwell, vol. 47(s2), pages 1434-1456, December.
    45. Dieter Ernst, 2000. "Inter-Organizational Knowledge Outsourcing: What Permits Small Taiwanese Firms to Compete in the Computer Industry?," Economics Study Area Working Papers 01, East-West Center, Economics Study Area.
    46. Gary Hamel, 1991. "Competition for competence and interpartner learning within international strategic alliances," Strategic Management Journal, Wiley Blackwell, vol. 12(S1), pages 83-103, June.
    47. Joanne E. Oxley & Rachelle C. Sampson, 2004. "The scope and governance of international R&D alliances," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 723-749, August.
    48. Sigvald J. Harryson & Rafal Dudkowski & Alexander Stern, 2008. "Transformation Networks in Innovation Alliances – The Development of Volvo C70," Journal of Management Studies, Wiley Blackwell, vol. 45(4), pages 745-773, June.
    49. Linsu Kim, 1998. "Crisis Construction and Organizational Learning: Capability Building in Catching-up at Hyundai Motor," Organization Science, INFORMS, vol. 9(4), pages 506-521, August.
    50. Norman, Patricia M., 2004. "Knowledge acquisition, knowledge loss, and satisfaction in high technology alliances," Journal of Business Research, Elsevier, vol. 57(6), pages 610-619, June.
    51. Walter, Jorge & Lechner, Christoph & Kellermanns, Franz W., 2007. "Knowledge transfer between and within alliance partners: Private versus collective benefits of social capital," Journal of Business Research, Elsevier, vol. 60(7), pages 698-710, July.
    52. Bo Bernhard Nielsen & Sabina Nielsen, 2009. "Learning and Innovation in International Strategic Alliances: An Empirical Test of the Role of Trust and Tacitness," Journal of Management Studies, Wiley Blackwell, vol. 46(6), pages 1031-1056, September.
    53. Susan M. Mudambi & Stephen Tallman, 2010. "Make, Buy or Ally? Theoretical Perspectives on Knowledge Process Outsourcing through Alliances," Journal of Management Studies, Wiley Blackwell, vol. 47(8), pages 1434-1456, December.
    54. Dieter Ernst & Linsu Kim, 2002. "Global Production Networks, Information Technology and Knowledge Diffusion," Industry and Innovation, Taylor & Francis Journals, vol. 9(3), pages 147-153.
    55. Ernst, Dieter & Kim, Linsu, 2002. "Global production networks, knowledge diffusion, and local capability formation," Research Policy, Elsevier, vol. 31(8-9), pages 1417-1429, December.
    56. Andrew C. Inkpen & Wang Pien, 2006. "An Examination of Collaboration and Knowledge Transfer: China–Singapore Suzhou Industrial Park," Journal of Management Studies, Wiley Blackwell, vol. 43(4), pages 779-811, June.
    57. Homi Kharas, 2010. "The Emerging Middle Class in Developing Countries," OECD Development Centre Working Papers 285, OECD Publishing.
    58. Marjorie A Lyles & Jane E Salk, 1996. "Knowledge Acquisition from Foreign Parents in International Joint Ventures: An Empirical Examination in the Hungarian Context," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 27(5), pages 877-903, December.
    59. Jonathan P. Doh, 2005. "Offshore Outsourcing: Implications for International Business and Strategic Management Theory and Practice," Journal of Management Studies, Wiley Blackwell, vol. 42(3), pages 695-704, May.
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