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Influence of digital finance on export green-sophistication

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Abstract

The export green-sophistication (EGS) is not only an important engine for the high-quality development of China’s economy but also the external embodiment of the core international competitiveness and the key to resisting external competition and realizing the upgrade of the value chain. Using the database of China’s digital finance development, China’s A-share listed enterprises, and the China Customs database, we test the relationship between digital finance (DF) and the EGS of enterprises. It shows that DF significantly promotes listed enterprises’ EGS, and compared to the depth of use of DF and digitization degree of DF, the promotion effect of coverage breadth of DF is the most significant. The heterogeneity analysis shows that the positive effect is more conspicuous for promoting the EGS in private enterprises, general trade enterprises, central and western regions’ enterprises, and enterprises exporting to developed countries. The mechanism test finds that alleviating financing constraints and promoting green technological innovation are the two channels for DF to promote the enterprises’ EGS. This study not only advances the understanding of the economic effects of DF but also implies the green transformation of China’s exports.

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References

  • Anand S, Kodan K, Kuldip S (2013) A theoretical and quantitative analysis of financial inclusion and economic growth. Manage Labour Stud 1:85–103

    Google Scholar 

  • Beck T, De JO, Schepens G (2013) Bank competition and stability: cross - country heterogeneity. J Financ Inter-Med 22:218–244

    Google Scholar 

  • Brandt L, Morrow PM (2016) Tariffs and the organization of trade in China. J Int Econ 104:85–103

    Article  Google Scholar 

  • Chor D, Manova K (2012) Off the cliff and back? Credit conditions and international trade during the global financial crisis. J Int Econ 87:117–133

    Article  Google Scholar 

  • Claessens S, Zioumis K (2006) Measuring firms’ access to finance. World Bank Working Paper

  • Demertzis M, Maria S, Wolff GB (2018) Capital Markets Union and the fintech opportunity. J Financ Regul 4:141–157

    Article  Google Scholar 

  • Ding S, Guariglia A, Knight J (2013) Investment and financing constraints in China: does working capital management make a difference. J Bank Finance 37:1490–1507

    Article  Google Scholar 

  • Ding Q, Huang JB, Chen JY (2023) Does digital finance matter for corporate green investment? Evidence from heavily polluting industries in China. Energy Econ 117:106476

    Article  Google Scholar 

  • Duarte J, Siegel S, Young L (2012) Trust and credit: the role of appearance in peer-to-peer lending. Rev Financ Stud 25(8):2455–2483

    Article  Google Scholar 

  • Feestra RC, Li ZY, Yu MJ (2014) Exports and credit constraints under incomplete information: theory and evidence from China. Rev Econ Stat 96:729–744

    Article  Google Scholar 

  • Gao XN, Lan YS (2016) The influence of excess capacity on the quality of export products: evidence from micro enterprise data. Int Trade Issues 10:38–50

    Google Scholar 

  • Ge T, Li J, Sha R (2020) Environmental regulations, financial constraints and export green-sophistication: evidence from China’s enterprises. J Clean Prod 251:119671

    Article  Google Scholar 

  • Hadlock CJ, Pierce JR (2010) New evidence on measuring financial constraints: moving beyond the KZ index. Rev Financ Stud 23(5):1909–1940

    Article  Google Scholar 

  • Huang H (2018) The formation and challenge of digital financial ecosystem: from the experience of China. Economist 4:67–80

    Google Scholar 

  • Huang YP, Huang Z (2018) Digital finance development in China: present and future. China Econ Q 4:1489

    Google Scholar 

  • Jia JS, Liu Y (2021) Digital finance, executive background and enterprise innovation: empirical evidence from SMES and GEM listed companies. Res Financ Trade 32(2):47–65

    Google Scholar 

  • Lee SH, Lee DW (2015) FinTech conversions of finance industry based on ICT. J Korea Converg Soc 6:80–97

    CAS  Google Scholar 

  • Li C, Lu J (2018) R&D, financing constraints and export green-sophistication in China. China Econ Rev 47:234–244

    Article  Google Scholar 

  • Li HJ, Shen KR (2015) Analysis of the factors influencing the quality of export products: based on the inspection of transnational panel data. Ind Econ Res 6:51–62

    Google Scholar 

  • Li KW, Wang YX (2013) Does FDI promote the quality upgrade of China’s exports? Research on GMM method based on dynamic panel system. World Econ Res 5:60–73

    Google Scholar 

  • Liu HY, Lin LT, Gao L (2017) Quality upgrading of Imported intermediate goods and export products: evidence from micro enterprises. Int Trade Issues 2:25–39

    Google Scholar 

  • Manova K, Yu ZH (2016) How firms export: processing vs. ordinary trade with financial friction. J Int Econ 100:120–137

    Article  Google Scholar 

  • Melitz MJ (2003) The impact of trade on intra-industry reallocations and aggregate industry productivity. Econometrica 71:1695–1725

    Article  Google Scholar 

  • Nunn N (2007) Relationship-specificity, incomplete contracts, and the pattern of trade. Q J Econ 122:569–600

    Article  Google Scholar 

  • Qi SZ, Cheng SH (2022) The influence of China’s pollution emissions trading system on the listed companies’ export products’ quality. Environ Sci Pollut Res 29:20145–20159

    Article  Google Scholar 

  • Qi SZ, Zhou CB, Li K (2021) The impact of a carbon trading pilot policy on the low-carbon international competitiveness of industry in China: an empirical analysis based on a DDD model. J Clean Prod 281:125361

    Article  Google Scholar 

  • Qian HZ, Tao YQ, Cao SW (2020) The development of digital finance and economic growth in China. J Quant Tech Econ 37(6):1–26

    Google Scholar 

  • Scott SV, Reenen JMV, Zachariadis M (2017) The long-term effect of digital innovation on bank performance: an empirical study of SWIFT adoption in financial services. Res Policy 46(5):984–1004

    Article  Google Scholar 

  • Sheng B, Mao QL (2017) Does import trade liberalization affect Chinese manufacturing export technological sophistication. J World Econ 40(12):52–75

    Google Scholar 

  • Shi JY, Yu CH, Li YX (2022) Does green financial policy affect debt-financing cost of heavy-polluting enterprises? An empirical evidence based on Chinese pilot zones for green finance reform and innovations. Technol Forecast Soc Chang 179:121678

    Article  Google Scholar 

  • Song XL, Yao YM, Wu XK (2023) Digital finance, technological innovation, and carbon dioxide emissions. Econ Anal Policy 7:482–484

    Article  Google Scholar 

  • Sun Y, Tang XW (2022) The impact of digital inclusive finance on sustainable economic growth in China. Financ Res Lett 50:103234

    Article  Google Scholar 

  • Tang YF, Zhang X, Lu SB (2023) Digital finance and air pollution in China: evolution characteristics, impact mechanism and regional differences. Resour Policy 86:104073

    Article  Google Scholar 

  • Teng L, Ma DG (2020) Can digital finance help to promote high-quality development ? Statistical Research 37:80–92

    Google Scholar 

  • Wan JX, Zhou Q, Xiao Y (2020) Digital finance, financing constraints, and enterprise innovation. Econ Rev 1:71–83

    Google Scholar 

  • Wang HT, Qi SZ, Zhou CB (2022) Green credit policy, government behavior and green innovation quality of enterprises. J Clean Prod 331:129834

    Article  Google Scholar 

  • Xie XL, Shen Y, Zhang HX (2018) Can digital finance promote entrepreneurship—evidence from China. China Econ Q 17:1557–1580

    Google Scholar 

  • Xu B, Lu JY (2009) Foreign direct investment, processing trade and the sophistication of China’s exports. China Econ Rev 30(3):425–439

    Article  Google Scholar 

  • Yang XM, Yang J (2021) Digital finance incentives for SMEs’ innovation: effect identification, mechanism and heterogeneity. J Yunnan Univ Financ Econ 37(7):15–27

    CAS  Google Scholar 

  • Yuan B, Xiang Q (2018) Environmental regulation, industrial innovation and green development of Chinese manufacturing: based on an extended CDM model. J Clean Prod 176:895–908

    Article  Google Scholar 

  • Zhang J, Zhou FX, Zhou XY (2015) Government subsidies, market competition and export product quality. J Quant Tech Econ 32(4):71–88

    Google Scholar 

  • Zheng Y, Zheng JH (2020) How does trade cost influence China’s export technological content? Econ Rev 4:111–127

    Google Scholar 

  • Zhou CB, Li YK, Sun ZX (2022) Has the carbon trading pilot market improved enterprises’ export green-sophistication in China? Sustainability 14:10113

    Article  Google Scholar 

  • Zhou CB, Qi SZ, Li YK (2023) Can the green finance improve export green-sophistication? New insights from China. Environ Sci Pollut Res 23:28289

    Google Scholar 

  • Zhou CB, Sun ZX, Qi SZ (2023) Green credit guideline and enterprise export green-sophistication. J Environ Manage 336:117648

    Article  Google Scholar 

Download references

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Authors and Affiliations

  1. Dong Fureng Institute of Economic and Social Development, Wuhan University, Wuhan, 430072, China

    Hanchun Fu

  2. Ningbo University of Finance and Economics, Ningbo, 315175, China

    Chaobo Zhou

Authors
  1. Hanchun Fu
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  2. Chaobo Zhou
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Contributions

Hanchun Fu: conceptualization and methodology. Chaobo Zhou: formal analysis and writing—original draft preparation.

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Correspondence to Chaobo Zhou.

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Fu, H., Zhou, C. Influence of digital finance on export green-sophistication. Environ Sci Pollut Res 31, 2145–2155 (2024). https://doi.org/10.1007/s11356-023-31293-y

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