IDEAS home Printed from https://ideas.repec.org/a/wly/mgtdec/v45y2024i6p3564-3588.html

A timely helping hand: China‐U.S. Trade War, government subsidy, and firm innovation

Author

Listed:
  • Ze Chen
  • Qiming Yang
  • Zhihao Wu
  • Jiajun Min

Abstract

This paper investigates the impact and mechanism of the China‐U.S. trade war on firm innovation in China exploiting the trade war as a quasi‐natural experiment using firm‐level data from 2015 to 2020. We apply textual analysis to annual reports of listed firms to identify treatment and control groups. Our DID estimates show that while the trade war is a negative shock, it has increased the number of total patent applications, invention patent applications, and non‐invention patent applications by 6.0%, 3.7%, and 4.1%, respectively. We also observe that government subsidies could help firms resist adverse shocks on time with more innovation outcomes. Furthermore, we find the pertinence of government subsidy. The government tended to grant subsidies to firms that have trade connections with the U.S. and firms would use subsidies for R&D to increase innovation. Overall, we find that the trade war prompts the government to increase subsidies for firms, thereby boosting innovation.

Suggested Citation

  • Ze Chen & Qiming Yang & Zhihao Wu & Jiajun Min, 2024. "A timely helping hand: China‐U.S. Trade War, government subsidy, and firm innovation," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(6), pages 3564-3588, September.
  • Handle: RePEc:wly:mgtdec:v:45:y:2024:i:6:p:3564-3588
    DOI: 10.1002/mde.4214
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/mde.4214
    Download Restriction: no

    File URL: https://libkey.io/10.1002/mde.4214?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Shen, Huayu & Hou, Fei, 2021. "Trade policy uncertainty and corporate innovation evidence from Chinese listed firms in new energy vehicle industry," Energy Economics, Elsevier, vol. 97(C).
    2. Caldara, Dario & Iacoviello, Matteo & Molligo, Patrick & Prestipino, Andrea & Raffo, Andrea, 2020. "The economic effects of trade policy uncertainty," Journal of Monetary Economics, Elsevier, vol. 109(C), pages 38-59.
    3. Ting Feng & Zhongyi Xue, 2023. "The impact of government subsidies on corporate resilience: evidence from the COVID-19 shock," Economic Change and Restructuring, Springer, vol. 56(6), pages 4199-4221, December.
    4. Arunava Bandyopadhyay & Prabina Rajib, 2023. "The impact of Sino–US trade war on price discovery of soybean: A double‐edged sword?," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 43(7), pages 858-879, July.
    5. Pengfei Han & Wei Jiang & Danqing Mei, 2024. "Mapping U.S.–China Technology Decoupling: Policies, Innovation, and Firm Performance," Management Science, INFORMS, vol. 70(12), pages 8386-8413, December.
    6. Maryam Farboodi & Roxana Mihet & Thomas Philippon & Laura Veldkamp, 2019. "Big Data and Firm Dynamics," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 38-42, May.
    7. Guo, Di & Guo, Yan & Jiang, Kun, 2016. "Government-subsidized R&D and firm innovation: Evidence from China," Research Policy, Elsevier, vol. 45(6), pages 1129-1144.
    8. Cornaggia, Jess & Mao, Yifei & Tian, Xuan & Wolfe, Brian, 2015. "Does banking competition affect innovation?," Journal of Financial Economics, Elsevier, vol. 115(1), pages 189-209.
    9. Philippe Aghion & Jing Cai & Mathias Dewatripont & Luosha Du & Ann Harrison & Patrick Legros, 2022. "Industrial Policy and Competition," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 15, pages 349-380, World Scientific Publishing Co. Pte. Ltd..
    10. Marc F. Bellemare & Casey J. Wichman, 2020. "Elasticities and the Inverse Hyperbolic Sine Transformation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(1), pages 50-61, February.
    11. Nicholas Bloom & Mirko Draca & John Van Reenen, 2016. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(1), pages 87-117.
    12. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    13. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
    14. Larry D. Qiu & Chaoqun Zhan & Xing Wei, 2019. "An analysis of the China–US trade war through the lens of the trade literature," Economic and Political Studies, Taylor & Francis Journals, vol. 7(2), pages 148-168, April.
    15. Paula Bustos, 2011. "Trade Liberalization, Exports, and Technology Upgrading: Evidence on the Impact of MERCOSUR on Argentinian Firms," American Economic Review, American Economic Association, vol. 101(1), pages 304-340, February.
    16. Benguria, Felipe & Choi, Jaerim & Swenson, Deborah L. & Xu, Mingzhi (Jimmy), 2022. "Anxiety or pain? The impact of tariffs and uncertainty on Chinese firms in the trade war," Journal of International Economics, Elsevier, vol. 137(C).
    17. Federica Coelli & Andreas Moxnes & Karen Helene Ulltveit-Moe, 2022. "Better, Faster, Stronger: Global Innovation and Trade Liberalization," The Review of Economics and Statistics, MIT Press, vol. 104(2), pages 205-216, May.
    18. Loren Brandt & Johannes Van Biesebroeck & Luhang Wang & Yifan Zhang, 2019. "WTO Accession and Performance of Chinese Manufacturing Firms: Corrigendum," American Economic Review, American Economic Association, vol. 109(4), pages 1616-1621, April.
    19. Daron Acemoglu & Ufuk Akcigit & Harun Alp & Nicholas Bloom & William Kerr, 2018. "Innovation, Reallocation, and Growth," American Economic Review, American Economic Association, vol. 108(11), pages 3450-3491, November.
    20. David Atkin & Amit K. Khandelwal & Adam Osman, 2017. "Exporting and Firm Performance: Evidence from a Randomized Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 551-615.
    21. Li, Yuhua & Jian, Ze & Tian, Wei & Zhao, Laixun, 2021. "How political conflicts distort bilateral trade: Firm-level evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 233-249.
    22. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    23. Kasahara, Hiroyuki & Rodrigue, Joel, 2008. "Does the use of imported intermediates increase productivity? Plant-level evidence," Journal of Development Economics, Elsevier, vol. 87(1), pages 106-118, August.
    24. Peter Egger & Christian Keuschnigg, 2015. "Innovation, Trade, and Finance," American Economic Journal: Microeconomics, American Economic Association, vol. 7(2), pages 121-157, May.
    25. Li, Mengzhe & Lin, Qianru & Lan, Fei & Zhan, Zhimin & He, Zhongshi, 2023. "Trade policy uncertainty and financial investment: Evidence from Chinese energy firms," Energy Economics, Elsevier, vol. 117(C).
    26. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    27. Xiwang Gao & Kaz Miyagiwa, 2005. "Antidumping protection and R&D competition," Canadian Journal of Economics, Canadian Economics Association, vol. 38(1), pages 211-227, February.
    28. Liu, Qing & Ma, Hong, 2020. "Trade policy uncertainty and innovation: Firm level evidence from China’s WTO accession," Journal of International Economics, Elsevier, vol. 127(C).
    29. Taylor, M Scott, 1994. "TRIPs, Trade, and Growth," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(2), pages 361-381, May.
    30. M. Scott Taylor, 1993. "TRIPS, Trade, and Technology Transfer," Canadian Journal of Economics, Canadian Economics Association, vol. 26(3), pages 625-637, August.
    31. Ana Cecília Fieler & Marcela Eslava & Daniel Yi Xu, 2018. "Trade, Quality Upgrading, and Input Linkages: Theory and Evidence from Colombia," American Economic Review, American Economic Association, vol. 108(1), pages 109-146, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. repec:isu:genstf:202001010800009179 is not listed on IDEAS
    2. Suyi Zheng & Jiandong Wen, 2023. "How Does Firm-Level Economic Policy Uncertainty Affect Corporate Innovation? Evidence from China," Sustainability, MDPI, vol. 15(7), pages 1-23, April.
    3. Ruiyang Hu & Chen Yin & Zhijie Zheng & Sili Zhou, 2024. "Unlocking Innovation: The Impact of Free Trade Zones on Corporate Innovation in China," Working Papers 202414, University of Macau, Faculty of Business Administration.
    4. Shan Gao & Zheng Li, 2025. "Trade Policy Uncertainty, Financing Constraints, and Firm Innovation: Evidence from China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(2), pages 8929-8960, June.
    5. Li, Juncheng & Qin, Xiuting & Tang, Jian & Yang, Lu, 2022. "Foreign trade and innovation sustainability: Evidence from China," Journal of Asian Economics, Elsevier, vol. 81(C).
    6. Feng, Gen-Fu & Zheng, Mingbo & Wen, Jun & Chang, Chun-Ping & Chen, Yin E., 2019. "The assessment of globalization on innovation in Chinese manufacturing firms," Structural Change and Economic Dynamics, Elsevier, vol. 50(C), pages 190-202.
    7. Pian Shu & Claudia Steinwender, 2019. "The Impact of Trade Liberalization on Firm Productivity and Innovation," Innovation Policy and the Economy, University of Chicago Press, vol. 19(1), pages 39-68.
    8. Cai, Meng & Cui, Riming & Li, Dan, 2023. "Trade with innovation benefits: A re-appraisal using micro data from China," Journal of Asian Economics, Elsevier, vol. 89(C).
    9. Impullitti, Giammario & Akcigit, Ufuk & Ates, Sina T., 2018. "Innovation and Trade Policy in a Globalized World," CEPR Discussion Papers 15804, C.E.P.R. Discussion Papers.
    10. Jaewon Jung, 2021. "Economic Transformation and Sustainable Development through Multilateral Free Trade Agreements," Sustainability, MDPI, vol. 13(5), pages 1-17, February.
    11. Lingshan Chen & Yunong Li & Qian Xie & Mao Zhou, 2024. "Import Policy Uncertainty and Innovation," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 32(1), pages 197-230, January.
    12. Chen, Cheng, 2019. "Trade liberalization, agency problem and aggregate productivity," European Economic Review, Elsevier, vol. 111(C), pages 421-442.
    13. Nicolás de Roux & Luis R. Martínez & Camilo Tovar & Jorge Tovar, 2025. "Trade Collapse and the Performance of Exporting Firms," Documentos CEDE 2025-34, Universidad de los Andes, Facultad de Economía, CEDE.
    14. Antonio Navas & Antonella Nocco, 2021. "Trade liberalization, selection, and technology adoption with vertical linkages," Review of International Economics, Wiley Blackwell, vol. 29(4), pages 979-1012, September.
    15. Fieler, Ana Cecília & Harrison, Ann E., 2023. "Escaping import competition in China," Journal of International Economics, Elsevier, vol. 145(C).
    16. Christian Darko & Giovanni Occhiali & Enrico Vanino, 2021. "The Chinese are Here: Import Penetration and Firm Productivity in Sub-Saharan Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 57(12), pages 2112-2135, December.
    17. Tu, Bingqian & Chen, Ze & Dang, Jingqi, 2025. "The impact of foreign direct investment on innovation in China's forest products industry," Forest Policy and Economics, Elsevier, vol. 170(C).
    18. Gao, Yunshu & Yin, Sisi & Ferrett, Ben & Gao, Bo, 2024. "FDI deregulation and firm innovation: Evidence from firm patents," China Economic Review, Elsevier, vol. 83(C).
    19. Kang, Yankun & Ma, Xin & Xie, Mi & Zhong, Ninghua, 2025. "Innovation’s false spring: U.S. export controls and Chinese patent quality," Journal of International Money and Finance, Elsevier, vol. 150(C).
    20. Auboin, Marc & Koopman, Robert & Xu, Ankai, 2021. "Trade and innovation policies: Coexistence and spillovers," Journal of Policy Modeling, Elsevier, vol. 43(4), pages 844-872.
    21. Jabbour, Liza & Tao, Zhigang & Vanino, Enrico & Zhang, Yan, 2019. "The good, the bad and the ugly: Chinese imports, European Union anti-dumping measures and firm performance," Journal of International Economics, Elsevier, vol. 117(C), pages 1-20.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:mgtdec:v:45:y:2024:i:6:p:3564-3588. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/7976 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.