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Digital M&A triggers innovation: When the going gets tough, the tough get going

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  • Chen, Wenting
  • Liu, Wenxin

Abstract

As an emerging digital investment behavior, digital mergers and acquisitions (M&A) have garnered significant attention. However, research examining the impact of digital M&A on the decision-making and performance of connected enterprises remains limited. This study employs textual analysis to develop indicators of digital M&A, assessing their impact on and mechanisms for fostering innovation among upstream suppliers. The findings reveal that a one standard deviation increase in downstream firms’ digital M&A activity is associated with a 2.16% increase in innovation investment and a 10.45% increase in innovation output among upstream firms. The study highlights that the bargaining power accrued through digital M&A significantly drives upstream innovation, with knowledge and resource transfers being particularly beneficial when suppliers possess high absorptive capacity. However, the positive effects on innovation may be mitigated by the “digital divide” and excessive reliance of upstream firms on the supply chain. Upstream innovation is shown to enhance supply chain resilience and contribute to overall quality and sustainable development. This research provides valuable insights for enterprises within the supply chain to strengthen their sustainable development capabilities, thereby supporting the long-term, high-quality progression of the supply chain ecosystem.

Suggested Citation

  • Chen, Wenting & Liu, Wenxin, 2025. "Digital M&A triggers innovation: When the going gets tough, the tough get going," Research in International Business and Finance, Elsevier, vol. 78(C).
  • Handle: RePEc:eee:riibaf:v:78:y:2025:i:c:s0275531925002132
    DOI: 10.1016/j.ribaf.2025.102957
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    1. Datta, Sudip & Iskandar-Datta, Mai & Sharma, Vivek, 2011. "Product market pricing power, industry concentration and analysts' earnings forecasts," Journal of Banking & Finance, Elsevier, vol. 35(6), pages 1352-1366, June.
    2. Liang, Peng & Liang, Lin & Tang, Xinhui, 2024. "The impact of digital-oriented mergers and acquisitions on enterprise labor demand," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    3. Shi, Jinyan & Yu, Conghui & Liu, Xiangkun & Li, Yanxi, 2020. "Predicting firm stock returns with customer stock returns: Moderating effects of customer characteristics," Research in International Business and Finance, Elsevier, vol. 54(C).
    4. William S. Comanor, 1967. "Market Structure, Product Differentiation, and Industrial Research," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 81(4), pages 639-657.
    5. Jing Li & Jun Xia & Edward J. Zajac, 2018. "On the duality of political and economic stakeholder influence on firm innovation performance: Theory and evidence from Chinese firms," Strategic Management Journal, Wiley Blackwell, vol. 39(1), pages 193-216, January.
    6. Volker Nocke & Stephen Yeaple, 2008. "An Assignment Theory of Foreign Direct Investment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(2), pages 529-557.
    7. Wang, Lei & Zhou, Yahong & Chiao, Benjamin, 2023. "Robots and firm innovation: Evidence from Chinese manufacturing," Journal of Business Research, Elsevier, vol. 162(C).
    8. Marty Gosman & Trish Kelly & Per Olsson & Terry Warfield, 2004. "The Profitability and Pricing of Major Customers," Review of Accounting Studies, Springer, vol. 9(1), pages 117-139, March.
    9. Shi, Jinyan & Yang, Jianheng & Li, Yanxi, 2020. "Does supply network location affect corporate investment efficiency?," Research in International Business and Finance, Elsevier, vol. 51(C).
    10. Caballero, Julian & Candelaria, Christopher & Hale, Galina, 2018. "Bank linkages and international trade," Journal of International Economics, Elsevier, vol. 115(C), pages 30-47.
    11. Jan De Loecker & Frederic Warzynski, 2012. "Markups and Firm-Level Export Status," American Economic Review, American Economic Association, vol. 102(6), pages 2437-2471, October.
    12. Chen, Yifu & Wang, Liang & Ye, Yongwei & Tao, Yunqing, 2023. "Digital M&A and firm productivity in China," Finance Research Letters, Elsevier, vol. 58(PA).
    13. Alessandro Acquisti & Curtis Taylor & Liad Wagman, 2016. "The Economics of Privacy," Journal of Economic Literature, American Economic Association, vol. 54(2), pages 442-492, June.
    14. Fan, Siyu & Kong, Dongmin & Wu, Yifei & Yu, Honghai, 2025. "Digital innovation and supply chain risk: A large language model-based analysis," Pacific-Basin Finance Journal, Elsevier, vol. 92(C).
    15. Wang, Shuxun & Wu, Kai & Lai, Seiwai, 2022. "Acquisition for innovations? M&A intensity and intra-firm innovation reallocations," Research in International Business and Finance, Elsevier, vol. 62(C).
    16. Fu, Xiaolan & Sun, Zhongjuan & Ghauri, Pervez N., 2018. "Reverse knowledge acquisition in emerging market MNEs: The experiences of Huawei and ZTE," Journal of Business Research, Elsevier, vol. 93(C), pages 202-215.
    17. Mao, Jinzhou & Yang, Siying, 2024. "Changes in supply chain relationships and the enterprise internationalization process," Research in International Business and Finance, Elsevier, vol. 67(PB).
    18. Chorniy, Anna & Miller, Daniel & Tang, Tilan, 2020. "Mergers in Medicare Part D: Assessing market power, cost efficiencies, and bargaining power," International Journal of Industrial Organization, Elsevier, vol. 68(C).
    19. Hertzel, Michael G. & Li, Zhi & Officer, Micah S. & Rodgers, Kimberly J., 2008. "Inter-firm linkages and the wealth effects of financial distress along the supply chain," Journal of Financial Economics, Elsevier, vol. 87(2), pages 374-387, February.
    20. Satish Kumar & Weng Marc Lim & Uthayasankar Sivarajah & Jaspreet Kaur, 2023. "Artificial Intelligence and Blockchain Integration in Business: Trends from a Bibliometric-Content Analysis," Information Systems Frontiers, Springer, vol. 25(2), pages 871-896, April.
    21. Tang, Haodan & Fang, Senhui & Jiang, Dianchun, 2022. "The market value effect of digital mergers and acquisitions: Evidence from China," Economic Modelling, Elsevier, vol. 116(C).
    22. Isaksson, Olov H.D. & Simeth, Markus & Seifert, Ralf W., 2016. "Knowledge spillovers in the supply chain: Evidence from the high tech sectors," Research Policy, Elsevier, vol. 45(3), pages 699-706.
    23. Yang, Baochen & Song, Xinyu, 2023. "Does oil price uncertainty matter in firm innovation? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 88(C).
    24. Ding, Yibing & Li, Jing & Song, Yang & Sahut, Jean-Michel, 2024. "How does the cross-border M&A network affect digital innovation? Empirical evidence from Chinese listed companies," Research in International Business and Finance, Elsevier, vol. 70(PB).
    25. Tang, Haodan & Liang, Jiaxuan & Fang, Senhui, 2024. "The innovation effect of digital M&As: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    26. Joel Peress, 2010. "Product Market Competition, Insider Trading, and Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 65(1), pages 1-43, February.
    27. Fangfang Hou & Congshan Li, 2023. "Reverse innovation and firm value in emerging markets: Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(1), pages 161-198, March.
    28. Stiebale, Joel & Vencappa, Dev, 2018. "Acquisitions, markups, efficiency, and product quality: Evidence from India," Journal of International Economics, Elsevier, vol. 112(C), pages 70-87.
    29. Lee, Kyeong Hun & Mauer, David C. & Xu, Emma Qianying, 2018. "Human capital relatedness and mergers and acquisitions," Journal of Financial Economics, Elsevier, vol. 129(1), pages 111-135.
    30. Xiaoli, Ma & Benye, Shi & Hongliang, Lu & Raza, Ali, 2025. "Domestic value chain, digital finance and the quality of firm's export products," Research in International Business and Finance, Elsevier, vol. 77(PA).
    31. Yongqiang Chu & Xuan Tian & Wenyu Wang, 2019. "Corporate Innovation Along the Supply Chain," Management Science, INFORMS, vol. 67(6), pages 2445-2466, June.
    32. Cabral, Luís, 2021. "Merger policy in digital industries," Information Economics and Policy, Elsevier, vol. 54(C).
    33. Fee, C. Edward & Thomas, Shawn, 2004. "Sources of gains in horizontal mergers: evidence from customer, supplier, and rival firms," Journal of Financial Economics, Elsevier, vol. 74(3), pages 423-460, December.
    34. André Hanelt & Sebastian Firk & Björn Hildebrandt & Lutz M. Kolbe, 2021. "Digital M&A, digital innovation, and firm performance: an empirical investigation," European Journal of Information Systems, Taylor & Francis Journals, vol. 30(1), pages 3-26, January.
    35. Wang, Zhe & Jiang, Dianchun & Zhang, Ming, 2024. "Seeking new location advantages: Analysis of emerging digital cross-border M&As—Based on TIMG index," International Business Review, Elsevier, vol. 33(2).
    36. Michael J. Orlando, 2004. "Measuring Spillovers from Industrial R&D: On the Importance of Geographic and Technological Proximity," RAND Journal of Economics, The RAND Corporation, vol. 35(4), pages 777-786, Winter.
    37. Colleen Cunningham & Florian Ederer & Song Ma, 2021. "Killer Acquisitions," Journal of Political Economy, University of Chicago Press, vol. 129(3), pages 649-702.
    38. Sears, Joshua B., 2018. "Post-acquisition integrative versus independent innovation: A story of dueling success factors," Research Policy, Elsevier, vol. 47(9), pages 1688-1699.
    39. Hong Chen & Murray Z. Frank & Owen Q. Wu, 2005. "What Actually Happened to the Inventories of American Companies Between 1981 and 2000?," Management Science, INFORMS, vol. 51(7), pages 1015-1031, July.
    40. Elia, Stefano & Giuffrida, Maria & Mariani, Marcello M. & Bresciani, Stefano, 2021. "Resources and digital export: An RBV perspective on the role of digital technologies and capabilities in cross-border e-commerce," Journal of Business Research, Elsevier, vol. 132(C), pages 158-169.
    41. Wang, Jiaxin & Yuan, Xue & Huang, Xiang & Liu, Chengxin & Zhang, Pengdong, 2024. "Can digitalization facilitate cross-border M&A? Evidence from Chinese A-share listed companies," Research in International Business and Finance, Elsevier, vol. 67(PA).
    42. Barton, David M & Sherman, Roger, 1984. "The Price and Profit Effects of Horizontal Merger: A Case Study," Journal of Industrial Economics, Wiley Blackwell, vol. 33(2), pages 165-177, December.
    43. Hailin Liao & Xiaohui Liu & Chengang Wang, 2012. "Knowledge spillovers, absorptive capacity and total factor productivity in China’s manufacturing firms," International Review of Applied Economics, Taylor & Francis Journals, vol. 26(4), pages 533-547, August.
    44. Ni, Jian & Cao, Xiyang & Zhou, Wei & Li, Jiali, 2023. "Customer concentration and financing constraints," Journal of Corporate Finance, Elsevier, vol. 82(C).
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