IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v85y2025ipes1544612325015090.html

Effect of technology finance on enterprise export green-sophistication

Author

Listed:
  • Wang, Mengsha
  • Mei, Jiangqiao
  • Zhou, Chaobo

Abstract

On the basis of the listed companies in China from 2007 to 2015, we use the difference-in-difference method to evaluate the influence of the technology finance (TF) on export green-sophistication (EGS) of the enterprises. Results show that TF improves the EGS of enterprises. The mechanism analysis reveals that TF promotes the EGS by enhancing enterprise green innovation and alleviating financing constraints. Media attention can further expand the effectiveness of TF in enhancing enterprise EGS. The heterogeneity results show that the promotion of TF on EGS is mainly reflected in enterprises located in eastern cities and state-owned enterprises. Therefore, we should continue to implement the science and technology finance system, adhere to the combination of technology and finance, promote the innovation-driven development model, enhance the export competitiveness of enterprises, and realize the transformation and upgrading of trade.

Suggested Citation

  • Wang, Mengsha & Mei, Jiangqiao & Zhou, Chaobo, 2025. "Effect of technology finance on enterprise export green-sophistication," Finance Research Letters, Elsevier, vol. 85(PE).
  • Handle: RePEc:eee:finlet:v:85:y:2025:i:pe:s1544612325015090
    DOI: 10.1016/j.frl.2025.108255
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1544612325015090
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.frl.2025.108255?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
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Ying Lu & Mahmood Ahmad & Haotian Zhang & Jingxian Guo, 2024. "Effects of Science and Technology Finance on Green Total Factor Productivity in China: Insights from an Empirical Spatial Durbin Model," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 7280-7306, June.
    2. Shao-Zhou Qi & Chao-Bo Zhou & Kai Li & Si-Yan Tang, 2021. "Influence of a pilot carbon trading policy on enterprises’ low-carbon innovation in China," Climate Policy, Taylor & Francis Journals, vol. 21(3), pages 318-336, March.
    3. Xuefeng Wang & Lixia Wang & Haiyun Liu & Qi Zhang, 2024. "Effects of Imported Inputs on Export Sophistication: Evidence from Chinese Manufacturing Firms," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 60(15), pages 3494-3511, December.
    4. Fan, Haichao & Lai, Edwin L.-C. & Li, Yao Amber, 2015. "Credit constraints, quality, and export prices: Theory and evidence from China," Journal of Comparative Economics, Elsevier, vol. 43(2), pages 390-416.
    5. He, Yu & Deng, Jiaxin & Zhang, Xiaoqi, 2024. "How does the technological finance cooperation pilot policy affect prefecture-level cities’ high quality economic development in China?," Finance Research Letters, Elsevier, vol. 67(PB).
    6. Constant L. Yayi, 2024. "Economic policy uncertainty and trade: does export sophistication matter?," Applied Economics, Taylor & Francis Journals, vol. 56(2), pages 169-185, January.
    7. repec:hal:spmain:hal-01238987 is not listed on IDEAS
    8. Xiao, Biyun & Chen, Ling & Li, Haibo, 2025. "Impact of SciTech – Finance integration policy implementation on SME innovation performance: Mediating effect of tax burden," Finance Research Letters, Elsevier, vol. 77(C).
    9. Bernini, Michele & Guillou, Sarah & Bellone, Flora, 2015. "Financial leverage and export quality: Evidence from France," Journal of Banking & Finance, Elsevier, vol. 59(C), pages 280-296.
    10. Piotr Å asak, 2022. "The role of financial technology and entrepreneurial finance practices in funding small and medium-sized enterprises," Journal of Entrepreneurship, Management and Innovation, Fundacja Upowszechniająca Wiedzę i Naukę "Cognitione", vol. 18(1), pages 7-34.
    11. Xiaohui Xu & Mobing Jiang & Zhengrong Zhang & Jun Yang, 2023. "Does digital finance facilitate improvement in export product quality? Evidence from China," Applied Economics Letters, Taylor & Francis Journals, vol. 30(20), pages 2983-2986, November.
    12. Liu, Yuxin & Liu, Wenfei, 2024. "The impact of integrating technology and finance on firm entry: Evidence from China's FinTech pilot policy," Finance Research Letters, Elsevier, vol. 70(C).
    13. Xuewei Wang & Fayyaz Ahmad & Jie Wang & Hongzhen Luo & Abbas Ali Chandio & Salim Khan, 2025. "Environmental regulation and export sophistication impact on Chinese firms: a global value chain perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(2), pages 4203-4223, February.
    14. Zhong, Yuting & Jin, Xin, 2024. "How does technology finance promote the high-quality development of firms? Evidence from China," Finance Research Letters, Elsevier, vol. 69(PB).
    15. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    16. Canh Phuc Nguyen & Thanh Dinh Su, 2021. "Export quality dynamics: Multidimensional evidence of financial development," The World Economy, Wiley Blackwell, vol. 44(8), pages 2319-2343, August.
    17. repec:hal:journl:hal-01238987 is not listed on IDEAS
    18. Li, Changqing & Lu, Jian, 2018. "R&D, financing constraints and export green-sophistication in China," China Economic Review, Elsevier, vol. 47(C), pages 234-244.
    19. Hongying Zhang & Liyang Wan & Qiaozhe Guo & Song Nie, 2025. "The Effects of the Sci-Tech Finance Policy on Urban Green Technology Innovation: Evidence from 283 Cities in China," Sustainability, MDPI, vol. 17(5), pages 1-24, February.
    20. Eliana La Ferrara & Alberto Chong & Suzanne Duryea, 2012. "Soap Operas and Fertility: Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 1-31, October.
    21. Du, Yongshan & Liang, Shuhao & Ma, Zihao & Xu, Zailin, 2025. "The impact of technology finance pilot policies on the quality of urban entrepreneurship in China," Pacific-Basin Finance Journal, Elsevier, vol. 92(C).
    22. Tuo Su, 2024. "RETRACTED ARTICLE: Investigating Science and Technology Finance and Its Implications on Real Economy Development: A Performance Evaluation in Chinese Provinces," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 10442-10469, September.
    23. Zhao, Guomeng & Xin, Zijun & Wang, Yifeng, 2024. "Effect of the sci-tech finance pilot policy on corporate environmental information disclosure—moderating role of green credit," Finance Research Letters, Elsevier, vol. 62(PB).
    24. Shao, Xuefeng & Xi, Kang & Chen, Zijing, 2025. "Science and Technology Financial Policies and Enterprise Digital Technology Innovation," Finance Research Letters, Elsevier, vol. 83(C).
    25. Ciani, Andrea & Bartoli, Francesca, 2015. "Export quality upgrading under credit constraints," DICE Discussion Papers 191, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    26. Kai Tang & Kun Zhang, 2024. "The Effects of Low-Carbon Governance on Energy-Environmental Efficiency: Evidence from China’s Low-Carbon City Pilot Policy," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 60(6), pages 1227-1245, May.
    27. Andrew B. Bernard & J. Bradford Jensen, 2004. "Why Some Firms Export," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 561-569, May.
    28. Wenhui Liu & Guangqin Li, 2025. "Sci-tech finance and urban entrepreneurial activity: evidence from China," Economic Change and Restructuring, Springer, vol. 58(3), pages 1-31, June.
    29. Zhang, Zhitao & Khan, Arshad Ahmad & Wang, Zonglin, 2025. "How does science and technology finance affect the renewable energy development? Evidence from China," Renewable Energy, Elsevier, vol. 243(C).
    30. Burak Sencer Atasoy, 2021. "The determinants of export sophistication: Does digitalization matter?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5135-5159, October.
    31. repec:spo:wpmain:info:hdl:2441/14bcgn3ce19ns9gv417qkp04in is not listed on IDEAS
    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. Chao Han & Hang Su & Baoqi Chen & Xiaotong Xu, 2026. "Synergistic effect of the low-carbon city and sci-tech finance pilots on green innovation in China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 13(1), pages 1-15, December.
    2. Yeping He & Tingting Ren & Ren Yayun, 2025. "Synergistic Effects of Low-Carbon and Science and Technology Finance Policies on New-Quality Productivity," SAGE Open, , vol. 15(4), pages 21582440251, November.
    3. Chaobo Zhou & Yuankun Li & Zhengxin Sun, 2022. "Has the Carbon Trading Pilot Market Improved Enterprises’ Export Green-Sophistication in China?," Sustainability, MDPI, vol. 14(16), pages 1-18, August.
    4. Choi, ByeongHwa, 2023. "The impact of financial development on innovation-based exports: Do all firms benefit equally?," The Quarterly Review of Economics and Finance, Elsevier, vol. 88(C), pages 81-100.
    5. Ha, Le Thanh, 2023. "The role of financial development in enhancing trades in environmental goods: International insights from 119 countries," Journal of Commodity Markets, Elsevier, vol. 29(C).
    6. C.O. Olaniyi & N.M. Odhiambo, 2024. "Does Institutional Quality Matter In The Financial Development-Economic Complexity Nexus? Empirical Insights From Africa," Working Papers WP042024, African Economic and Social Research Institute (AESRI).
    7. Ma, Yisen & Song, Caixia, 2025. "The impact of ESG on firms’ export technology complexity," Finance Research Letters, Elsevier, vol. 72(C).
    8. Carsten Eckel & Florian Unger, 2023. "Credit Constraints, Endogenous Innovations, And Price Setting In International Trade," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 64(4), pages 1715-1747, November.
    9. Hermann Ndoya & Bruno Emmanuel Ongo Nkoa & Francis Hypolite Kemeze & Tii N. Nchofoung, 2024. "Financial development and economic complexity: The role of country stability," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 32(2), pages 415-447, April.
    10. Bresnahan, Lauren & Coxhead, Ian & Foltz, Jeremy & Mogues, Tewodaj, 2016. "Does Freer Trade Really Lead to Productivity Growth? Evidence from Africa," World Development, Elsevier, vol. 86(C), pages 18-29.
    11. Sèna Kimm Gnangnon, 2024. "Export product quality and inclusivity in developing countries," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 32(3), pages 807-843, July.
    12. Shen, Li & Zhang, Lishu & Jiang, Yuanyuan & Wang, Sen, 2025. "Can the development of digital finance enhance the quality of export products? An analysis based on heterogeneity and moderating effects," Finance Research Letters, Elsevier, vol. 85(PB).
    13. Canh Phuc Nguyen & Thanh Dinh Su, 2021. "Export quality dynamics: Multidimensional evidence of financial development," The World Economy, Wiley Blackwell, vol. 44(8), pages 2319-2343, August.
    14. Rosario Crinò & Laura Ogliari, 2015. "Financial Frictions, Product Quality, and International Trade," DISCE - Working Papers del Dipartimento di Economia e Finanza def030, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    15. Alessia Lo Turco & Daniela Maggioni, 2017. "“Glocal” ties: banking development and SEs’ export entry," Small Business Economics, Springer, vol. 48(4), pages 999-1020, April.
    16. Liu, Tong & Lan, Bo, 2024. "On the conflict of natural resources abundance and export upgrading in upper-middle and high-income countries," Resources Policy, Elsevier, vol. 89(C).
    17. Yuanhong Hu & Min Jiang & Sheng Sun & Yixin Dai, 2022. "Does Trade Facilitation Promote Export Technological Sophistication? Evidence From the European Transition Countries," SAGE Open, , vol. 12(2), pages 21582440221, June.
    18. Wang, Sai & Zeng, Shirong & Xie, Wenwu, 2025. "City commercial banks’ expansion and firm innovation: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 2658-2673.
    19. Teng Zhang & Yanlin Xing & Hua Shang, 2024. "Foreign bank entry and export quality upgrading: evidence from a quasi-natural experiment set in China," Empirical Economics, Springer, vol. 66(5), pages 1975-2005, May.
    20. Conti, Giuliano & Lo Turco, Alessia & Maggioni, Daniela, 2014. "Spillovers through backward linkages and the export performance of business services. Evidence from a sample of Italian firms," International Business Review, Elsevier, vol. 23(3), pages 552-565.

    More about this item

    Keywords

    ;
    ;
    ;

    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:eee:finlet:v:85:y:2025:i:pe:s1544612325015090. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/frl .

    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.