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Exploring the mediating effect of managerial ability on knowledge diversity and innovation performance in reverse cross-border M&As: Evidence from Chinese manufacturing corporations

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  • Duan, Yunlong
  • Deng, Zhiqing
  • Liu, Hanxiao
  • Yang, Meng
  • Liu, Meiwu
  • Wang, Xiang

Abstract

There has been an increasing trend that multinational corporations from emerging economies (EMNCs) undertake cross-border mergers and acquisitions (M&As) with corporations in developed economies. As a burgeoning pattern of outward direct investment, reverse cross-border M&As enable EMNCs to access technological resources that are conducive to enhancing innovation efficiency. Deal activity involving Western corporations buying into emerging economies has been extensively studied; conversely, the nature and consequences of reverse cross-border M&As can hardly be explained by internationalization theories. Furthermore, extant studies paid less attention to how diversified knowledge resources affect EMNCs' innovation performance. In contrast, heterogeneous and diversified knowledge has been proven to be vital for generating novel knowledge combinations. We also believe that managerial ability will affect how acquirers reorganize and integrate knowledge, thereby influencing post-acquisition innovation performance. Drawing from the knowledge-based view and upper echelon theory, this study adopted the data of Chinese listed manufacturing corporations that engaged in reverse cross-border M&As from 2010 to 2018 to explore the influencing mechanisms between the two dimensions of knowledge diversity and innovation performance of multinational manufacturing corporations from emerging economies, while managerial ability was additionally analyzed as a mediator of the above relationships. The empirical findings suggested that manufacturing corporations with higher knowledge diversity present better post-acquisition innovation performance. Managerial ability plays a fully mediating effect between the knowledge heterogeneity and innovation performance of EMNCs but imposes a partially mediating effect between technological diversity and innovation performance. The findings help enrich the understanding of the integrating process of reverse cross-border M&A and the endogenous function mechanism of how knowledge diversity and managerial ability affect the promotion of EMNCs’ innovation performance.

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  • Duan, Yunlong & Deng, Zhiqing & Liu, Hanxiao & Yang, Meng & Liu, Meiwu & Wang, Xiang, 2022. "Exploring the mediating effect of managerial ability on knowledge diversity and innovation performance in reverse cross-border M&As: Evidence from Chinese manufacturing corporations," International Journal of Production Economics, Elsevier, vol. 247(C).
  • Handle: RePEc:eee:proeco:v:247:y:2022:i:c:s0925527322000275
    DOI: 10.1016/j.ijpe.2022.108434
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    as
    1. Samuel B. Bonsall IV & Eric R. Holzman & Brian P. Miller, 2017. "Managerial Ability and Credit Risk Assessment," Management Science, INFORMS, vol. 63(5), pages 1425-1449, May.
    2. Fu-Sheng Tsai & Gayle Baugh & Shih-Chieh Fang & Julia Lin, 2014. "Contingent contingency: Knowledge heterogeneity and new product development performance revisited," Asia Pacific Journal of Management, Springer, vol. 31(1), pages 149-169, March.
    3. Bushman, Robert & Chen, Qi & Engel, Ellen & Smith, Abbie, 2004. "Financial accounting information, organizational complexity and corporate governance systems," Journal of Accounting and Economics, Elsevier, vol. 37(2), pages 167-201, June.
    4. Chen, Feiqiong & Meng, Qiaoshuang & Li, Xueying, 2018. "Cross-border post-merger integration and technology innovation: A resource-based view," Economic Modelling, Elsevier, vol. 68(C), pages 229-238.
    5. Lin, Zhilu & Patel, Pankaj & Oghazi, Pejvak, 2021. "The value of managerial ability and general ability for inventor CEOs," Journal of Business Research, Elsevier, vol. 135(C), pages 78-98.
    6. Mehrabi, Hamed & Coviello, Nicole & Ranaweera, Chatura, 2021. "When is top management team heterogeneity beneficial for product exploration? Understanding the role of institutional pressures," Journal of Business Research, Elsevier, vol. 132(C), pages 775-786.
    7. Alicia Rodríguez & María Jesús Nieto, 2016. "Does R&D offshoring lead to SME growth? Different governance modes and the mediating role of innovation," Strategic Management Journal, Wiley Blackwell, vol. 37(8), pages 1734-1753, August.
    8. Sudip Datta & Mai Iskandar-Datta, 2014. "Upper-echelon executive human capital and compensation: Generalist vs specialist skills," Strategic Management Journal, Wiley Blackwell, vol. 35(12), pages 1853-1866, December.
    9. Burgelman, Robert A. & Grove, Andrew S., 2007. "Cross-Boundary Disruptors: Powerful Inter-Industry Entrepreneurial Change Agents," Research Papers 1978, Stanford University, Graduate School of Business.
    10. Fagerberg, Jan & Fosaas, Morten & Sapprasert, Koson, 2012. "Innovation: Exploring the knowledge base," Research Policy, Elsevier, vol. 41(7), pages 1132-1153.
    11. Heidi Wiig Aslesen & Mark Freel, 2012. "Industrial Knowledge Bases as Drivers of Open Innovation?," Industry and Innovation, Taylor & Francis Journals, vol. 19(7), pages 563-584, October.
    12. Bruce Kogut & Harbir Singh, 1988. "The Effect of National Culture on the Choice of Entry Mode," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 19(3), pages 411-432, September.
    13. Suzuki, Jun & Kodama, Fumio, 2004. "Technological diversity of persistent innovators in Japan: Two case studies of large Japanese firms," Research Policy, Elsevier, vol. 33(3), pages 531-549, April.
    14. Peter Demerjian & Baruch Lev & Sarah McVay, 2012. "Quantifying Managerial Ability: A New Measure and Validity Tests," Management Science, INFORMS, vol. 58(7), pages 1229-1248, July.
    15. Onkelinx, Jonas & Manolova, Tatiana S. & Edelman, Linda F., 2016. "The human factor: Investments in employee human capital, productivity, and SME internationalization," Journal of International Management, Elsevier, vol. 22(4), pages 351-364.
    16. Gautam Ahuja & Riitta Katila, 2001. "Technological acquisitions and the innovation performance of acquiring firms: a longitudinal study," Strategic Management Journal, Wiley Blackwell, vol. 22(3), pages 197-220, March.
    17. Phanish Puranam & Kannan Srikanth, 2007. "What they know vs. what they do: how acquirers leverage technology acquisitions," Strategic Management Journal, Wiley Blackwell, vol. 28(8), pages 805-825, August.
    18. Thierry Burger-Helmchen & Caroline Hussler, 2020. "Opening the reverse innovation black box to pinpoint its drivers and challenges in Western MNCs," Post-Print hal-02189757, HAL.
    19. Torres de Oliveira, Rui & Rottig, Daniel, 2018. "Chinese acquisitions of developed market firms: Home semi-formal institutions and a supportive partnering approach," Journal of Business Research, Elsevier, vol. 93(C), pages 230-241.
    20. Qi Ai & Hui Tan, 2018. "The intra-firm knowledge transfer in the outward M&A of EMNCs: Evidence from Chinese manufacturing firms," Asia Pacific Journal of Management, Springer, vol. 35(2), pages 399-425, June.
    21. Colombelli, Alessandra & Krafft, Jackie & Quatraro, Francesco, 2013. "Properties of knowledge base and firm survival: Evidence from a sample of French manufacturing firms," Technological Forecasting and Social Change, Elsevier, vol. 80(8), pages 1469-1483.
    22. Doukas, John A. & Zhang, Rongyao, 2020. "Corporate managerial ability, earnings smoothing, and acquisitions," Journal of Corporate Finance, Elsevier, vol. 65(C).
    23. Andrea L. Eisfeldt & Dimitris Papanikolaou, 2013. "Organization Capital and the Cross-Section of Expected Returns," Journal of Finance, American Finance Association, vol. 68(4), pages 1365-1406, August.
    24. Scott Shane, 2000. "Prior Knowledge and the Discovery of Entrepreneurial Opportunities," Organization Science, INFORMS, vol. 11(4), pages 448-469, August.
    25. Matthew S. Kraatz & Edward J. Zajac, 2001. "How Organizational Resources Affect Strategic Change and Performance in Turbulent Environments: Theory and Evidence," Organization Science, INFORMS, vol. 12(5), pages 632-657, October.
    26. Sathyajit R Gubbi & Preet S Aulakh & Sougata Ray & M B Sarkar & Raveendra Chittoor, 2010. "Do international acquisitions by emerging-economy firms create shareholder value? The case of Indian firms," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(3), pages 397-418, April.
    27. Chen, Yangyang & Podolski, Edward J. & Veeraraghavan, Madhu, 2015. "Does managerial ability facilitate corporate innovative success?," Journal of Empirical Finance, Elsevier, vol. 34(C), pages 313-326.
    28. Lihua Wang & Edward J. Zajac, 2007. "Alliance or acquisition? a dyadic perspective on interfirm resource combinations," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1291-1317, December.
    29. Manish Popli & Ashutosh Sinha, 2014. "Determinants of early movers in cross-border merger and acquisition wave in an emerging market: A study of Indian firms," Asia Pacific Journal of Management, Springer, vol. 31(4), pages 1075-1099, December.
    30. Cerqua, Augusto & Pellegrini, Guido, 2014. "Do subsidies to private capital boost firms' growth? A multiple regression discontinuity design approach," Journal of Public Economics, Elsevier, vol. 109(C), pages 114-126.
    31. Chen Tao & Yiying Qu & Hao Ren & Zhuopin Guo, 2020. "The Influence of Inter-Enterprise Knowledge Heterogeneity on Exploratory and Exploitative Innovation Performance: The Moderating Role of Trust and Contract," Sustainability, MDPI, vol. 12(14), pages 1-19, July.
    32. Kathryn Rudie Harrigan & Maria Chiara Guardo & Bo Cowgill, 2017. "Multiplicative-innovation synergies: tests in technological acquisitions," The Journal of Technology Transfer, Springer, vol. 42(5), pages 1212-1233, October.
    33. Østergaard, Christian R. & Timmermans, Bram & Kristinsson, Kari, 2011. "Does a different view create something new? The effect of employee diversity on innovation," Research Policy, Elsevier, vol. 40(3), pages 500-509, April.
    34. Kenneth Yung & Chen Chen, 2018. "Managerial ability and firm risk-taking behavior," Review of Quantitative Finance and Accounting, Springer, vol. 51(4), pages 1005-1032, November.
    35. Duan, Yunlong & Mu, Chang & Yang, Meng & Deng, Zhiqing & Chin, Tachia & Zhou, Li & Fang, Qifeng, 2021. "Study on early warnings of strategic risk during the process of firms’ sustainable innovation based on an optimized genetic BP neural networks model: Evidence from Chinese manufacturing firms," International Journal of Production Economics, Elsevier, vol. 242(C).
    36. Fu, Xiaolan & Pietrobelli, Carlo & Soete, Luc, 2011. "The Role of Foreign Technology and Indigenous Innovation in the Emerging Economies: Technological Change and Catching-up," World Development, Elsevier, vol. 39(7), pages 1204-1212, July.
    37. Yadong Luo & Rosalie L Tung, 2007. "International expansion of emerging market enterprises: A springboard perspective," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(4), pages 481-498, July.
    38. DeAngelo, Harry & DeAngelo, Linda & Stulz, René M., 2010. "Seasoned equity offerings, market timing, and the corporate lifecycle," Journal of Financial Economics, Elsevier, vol. 95(3), pages 275-295, March.
    39. Exequiel Hernandez & Mauro F Guillén, 2018. "What’s theoretically novel about emerging-market multinationals?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(1), pages 24-33, January.
    40. Dikova, Desislava & Panibratov, Andrei & Veselova, Anna, 2019. "Investment motives, ownership advantages and institutional distance: An examination of Russian cross-border acquisitions," International Business Review, Elsevier, vol. 28(4), pages 625-637.
    41. George P. Huber, 1991. "Organizational Learning: The Contributing Processes and the Literatures," Organization Science, INFORMS, vol. 2(1), pages 88-115, February.
    42. Desyllas, Panos & Hughes, Alan, 2010. "Do high technology acquirers become more innovative?," Research Policy, Elsevier, vol. 39(8), pages 1105-1121, October.
    43. Saim Kashmiri & Cameron Duncan Nicol & Sandeep Arora, 2017. "Me, myself, and I: influence of CEO narcissism on firms’ innovation strategy and the likelihood of product-harm crises," Journal of the Academy of Marketing Science, Springer, vol. 45(5), pages 633-656, September.
    44. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67(3), pages 297-297.
    45. Luo, Yadong & Bu, Juan, 2018. "Contextualizing international strategy by emerging market firms: A composition-based approach," Journal of World Business, Elsevier, vol. 53(3), pages 337-355.
    46. Lori Rosenkopf & Paul Almeida, 2003. "Overcoming Local Search Through Alliances and Mobility," Management Science, INFORMS, vol. 49(6), pages 751-766, June.
    47. J. Tyler Leverty & Martin F. Grace, 2012. "Dupes or Incompetents? An Examination of Management's Impact on Firm Distress," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 79(3), pages 751-783, September.
    48. Chris van Egeraat & Sean O'Riain & Aphra Kerr, 2013. "Social and Spatial Structures of Innovation in the Irish Animation Industry," European Planning Studies, Taylor & Francis Journals, vol. 21(9), pages 1437-1455, September.
    49. Timon Immanuel Haasis & Ingo Liefner & Ritam Garg, 2018. "The organization of knowledge transfer in the context of Chinese cross-border acquisitions in developed economies," Asian Business & Management, Palgrave Macmillan, vol. 17(4), pages 286-311, September.
    50. Dong, Feng & Doukas, John, 2021. "The effect of managers on M&As," Journal of Corporate Finance, Elsevier, vol. 68(C).
    51. Huang, Xuerong (Sharon) & Sun, Li, 2017. "Managerial ability and real earnings management," Advances in accounting, Elsevier, vol. 39(C), pages 91-104.
    52. Schoenmakers, Wilfred & Duysters, Geert, 2010. "The technological origins of radical inventions," Research Policy, Elsevier, vol. 39(8), pages 1051-1059, October.
    53. Buckley, Peter J. & Munjal, Surender & Enderwick, Peter & Forsans, Nicolas, 2016. "Cross-border acquisitions by Indian multinationals: Asset exploitation or asset augmentation?," International Business Review, Elsevier, vol. 25(4), pages 986-996.
    54. Cui, Lin & Jiang, Fuming, 2009. "FDI entry mode choice of Chinese firms: A strategic behavior perspective," Journal of World Business, Elsevier, vol. 44(4), pages 434-444, October.
    55. Xie, En & Huang, Yuanyuan & Stevens, Charles E. & Lebedev, Sergey, 2019. "Performance feedback and outward foreign direct investment by emerging economy firms," Journal of World Business, Elsevier, vol. 54(6), pages 1-1.
    56. Li, Jiatao & Li, Peixin & Wang, Baolian, 2016. "Do cross-border acquisitions create value? Evidence from overseas acquisitions by Chinese firms," International Business Review, Elsevier, vol. 25(2), pages 471-483.
    57. John A. Mathews, 2017. "Dragon multinationals powered by linkage, leverage and learning: A review and development," Asia Pacific Journal of Management, Springer, vol. 34(4), pages 769-775, December.
    58. 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.
    59. Duan, Yunlong & Wang, Wannan & Zhou, Wei, 2020. "The multiple mediation effect of absorptive capacity on the organizational slack and innovation performance of high-tech manufacturing firms: Evidence from Chinese firms," International Journal of Production Economics, Elsevier, vol. 229(C).
    60. Yakob, Ramsin & Nakamura, H. Richard & Ström, Patrik, 2018. "Chinese foreign acquisitions aimed for strategic asset-creation and innovation upgrading: The case of Geely and Volvo Cars," Technovation, Elsevier, vol. 70, pages 59-72.
    61. Zhou, Abby Jingzi & Fey, Carl & Yildiz, H. Emre, 2020. "Fostering integration through HRM practices: An empirical examination of absorptive capacity and knowledge transfer in cross-border M&As," Journal of World Business, Elsevier, vol. 55(2).
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