Asymmetric Effects of OFDI Supply Chain Spillovers in an Open Economy: An Empirical Study on the Upstream and Downstream Transmission Mechanisms of Digital Technological Innovation in Local Enterprises
DOI:
https://doi.org/10.54691/pwvgqh19Keywords:
OFDI Supply Chain Spillovers; Domestic Enterprises; Digital Technology Innovation; Heterogeneous Impact; Mediating Mechanism; Two-way Fixed-effects Model.Abstract
Against the backdrop of the digital economy and high-level opening-up, this study uses A-share listed companies (2007–2024) to explore OFDI supply chain spillovers’ impact on domestic enterprises’ digital technology innovation via the two-way fixed-effects model and related tests. Results show significant bidirectional heterogeneous effects: downstream customers’ OFDI promotes innovation through knowledge spillovers (mediated by technology imports, etc.), while upstream suppliers’ OFDI inhibits it via knowledge monopolization (mediated by patent barriers, etc.), validating spillover asymmetry. Robustness tests confirm reliability. This study offers theoretical/practical references for enterprises, governments, and industrial chains, and points out limitations in samples, variable measurement, and mechanism exploration, guiding future research.
Downloads
References
[1] Bolton R N,McColl-Kennedy JR,Cheung L,et al.Bringing together digital, physical and social realms[J]. Journal of Service Management,2018,29(5):776-808
[2] Liu, J., Kang, M. N., & Zhao, L. T. (2024). Xuqiu jili haishi chuangxin yizhi: OFDI gongyinglian waiyi yu bentu qiye shuzihua chuangxin zhuanxing-Jiyu kehu yu gongyingshang guanxi de jingyan fenxi [Demand incentive or innovation inhibition: OFDI supply chain spillovers and digital innovation transformation of local enterprises-Empirical analysis based on customer-supplier relationships] (in Chinese). Journal of Finance and Economics, 50(12), 122–136.
[3] Tang, Y. H., & Zhang, P. Y. (2023). Zai tuijin Zhongguo gongyinglian waiyi zhong yingdui chanye waiqian [Coping with industrial relocation in advancing China’s supply chain spillovers] (in Chinese). China Opening Journal, (2), 12–21.
[4] Liu, Y., Dong, J. Y., & Wei, J. (2020). Shuzi chuangxin guanli: Lilun kuangjia yu weilai yanjiu [Digital innovation management: Theoretical framework and future research] (in Chinese). Management World, 36(7), 198–217, 219.
[5] Yang, Z., & Chen, Y. L. (2025). Xinyong chengshi jianshe nengfou cujin qiye shuzi jishu chuangxin?-Jiyu “Guojia Xinyong Shifan Chengshi” de zhun ziran shiyan [Can credit city construction promote enterprise digital technology innovation?-A quasi-natural experiment based on “National Credit Demonstration Cities”] (in Chinese). Journal of Guangxi Normal University (Philosophy and Social Sciences Edition), 61(3), 128–145.
[6] Wang, S. Y. (2025). Shuzi jishu chuangxin dui qiye renxing de yingxiang yanjiu [Research on the impact of digital technology innovation on enterprise resilience] (in Chinese). Modern Business, (7), 76–79.
[7] Xia, Y., Sun, Y. B., Liu, L. W., & Li, Y. F. (2025). Kaiyuan jieliu, shuzihua zhuanxing yu qiye jishu chuangxin [Increasing revenue and reducing expenditure, digital transformation and enterprise technological innovation] (in Chinese). Review of Industrial Economics, (5), 159–182.
[8] Long, Y., & Pan, H. C. (2014). Gongyinglian xietong dui qiye chuangxin de yingxiang xiaoying yanjiu-Jiyu zhishi gongxiang shijiao [Research on the impact of supply chain collaboration on enterprise innovation-From the perspective of knowledge sharing] (in Chinese). Science & Technology Progress and Policy, 31(3), 138–143.
[9] Fan, H. J., Wu, T., & He, S. J. (2023). Qiye shuzihua de chanyelian liandong xiaoying yanjiu [Research on the industrial chain linkage effect of enterprise digitalization] (in Chinese). China Industrial Economics, (3), 115–132.
[10] Yang, J. Y., Peng, Q. P., & Ge, Z. T. (2022). Shuzihua zhuanxing de kehu chuanran xiaoying-Gongyingshang chuangxin shijiao [The customer contagion effect of digital transformation-From the perspective of supplier innovation] (in Chinese). China Industrial Economics, (8), 156–174.
[11] Du, Y., & Huang, D. H. (2023). “Tong ming xiang lian”: Gongyinglian wangluo zhong qiye shuzihua zhuanxing de tongqun xiaoying [“Sharing weal and woe”: The peer effect of enterprise digital transformation in supply chain networks] (in Chinese). Finance & Economics, (3), 74–92.
[12] Li, Y. H., Lan, Q. F., & Wu, W. F. (2022). Kehu gongsi shuzihua zhuanxing de gongyinglian kuosan jizhi yanjiu [Research on the supply chain diffusion mechanism of customer enterprises’ digital transformation] (in Chinese). China Industrial Economics, (12), 146–165.
[13] Guo, J. J. (2024). Shuzihua zhuanxing ruhe yingxiang qiye OFDI xingwei: Neizai jizhi yu jingyan zhengju [How does digital transformation affect enterprises’ OFDI behavior: Internal mechanism and empirical evidence] (in Chinese). World Economy Studies, (2), 63–77, 136.
[14] Bao,Q., & Liao, S.N.(2023). Guonei shengchan wangluo yu jianjie chukou waiyi: Jiyu kehu-gongyingshang guanxi de zhengju [Domestic production networks and indirect export spillovers: Evidence from customer-supplier relationships] (in Chinese). Management World, (8), 20–45.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Frontiers in Sustainable Development

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.






