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Does digital trade promote China’s manufacturing industry upgrading?—based on structure rationalization perspective

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Abstract

This paper explores how digital trade facilitates the optimization and upgrading of the manufacturing industry from the standpoint of structural rationalization, based on panel data collected from 30 provinces between 2013 and 2021 in China. The findings indicate that: first, the growth of digital trade can significantly aid in the manufacturing industry rationalization and upgrading. This can be achieved through four indirect channels, including technological innovation, transaction costs, consumer demand, and human capital, in addition to direct effects. Second, the heterogeneity analysis discovers that the growth of digital trade considerably aids in the manufacturing industry rationalization and upgrading in the central and western areas. Finally, the promotion of digital trade on the rationalization and upgrading exhibits threshold effect characteristics, whether based on a nationwide sample or regional heterogeneity. As digital trade exceeds the certain threshold value, it demonstrates that digital trade greatly increases the manufacturing industry’s level of rationalization and upgrading.

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References

  • Antonelli C (2006) Diffusion as a process of creative adoption. J Technol Transf 31(2):226

    Article  Google Scholar 

  • Bertschek I, Cerquera D, Klein GJ (2013) More bits–more bucks? Measuring the impact of broadband internet on firm performance [J]. Inf Econ Policy 25(3):190–203

    Article  Google Scholar 

  • Börsch-Supan A (2003) Labor market effects of population aging [J]. Labour 17(1):5–44

    Article  Google Scholar 

  • Cai F (2010) Demographic transition, demographic dividend, and lewis turning point. Econ Res 4:4–13

    Google Scholar 

  • Cai YZ (2021) National governance mechanism of Digital economy: a data-driven perspective of scientific and technological innovation. J Beijing Jiaotong Univ (soc Sci Edit) 201(20):2

    Google Scholar 

  • Cai HY, Xu YZ (2017) Whether trade openness affects China’s industrial structure upgrading [J]. J Quant Tech Econ 34(10):3–22

    Google Scholar 

  • Dai KZ (2019) How do factor market distortions affect export technological sophistication? —empirical evidence from China’s high-tech industries [J]. Economics 18(01):337–366

    Google Scholar 

  • Du DQ (2017) Research on the dynamic mechanism of Internet promoting consumption upgrading [J]. Economist 03:48–54

    Google Scholar 

  • Fan X (2020) Digital economy development, international trade efficiency and trade uncertainty [J]. Financ Trade Econ 41(08):145–160

    Google Scholar 

  • Gan CH, Zheng RG, Yu DF (2011) The impact of industrial structure change on economic growth and fluctuation in China [J]. Econ Res J 46(05):4–16+31

    Google Scholar 

  • Gao WJ, Qi LQ (2020) Science and technology talent, Total factor Productivity and high-quality development of Equipment Manufacturing Industry [J]. China Sci Technol Forum 26(3):351–361

    Google Scholar 

  • Goldfarb A, Tucker C (2019) Digital economics [J]. J Econ Lit 57(1):3–43

    Article  Google Scholar 

  • Gu XY, Zhu WW, Fu B (2020) Intellectual property protection, technological innovation and industrial structure upgrading from the spatial perspective [J]. Econ Issues 11:68–75

    Google Scholar 

  • Han MC, Zhang X (2019a) Digital trade enables manufacturing export product upgrading: a study from the perspective of technical complexity [J]. Ind Tech Econ 42(02):106–114

    Google Scholar 

  • Han MC, Zhang X (2019b) Digital Trade enables manufacturing export product upgrading: a study based on technical complexity [J]. Ind Tech Econ 42(02):106–114

    Google Scholar 

  • Han MC, Han QJ, Xia L (2020) The impact of industrial robot application on manufacturing employment: an empirical study based on data from prefecture-level cities in China [J]. Reform 03:22–39

    Google Scholar 

  • Hansen BE (1999) Threshold effects in non-dynamic panels: estimation, testing and inference. J Econom 93:345–368

    Article  Google Scholar 

  • He LX, Nan YQ, Zhang ZG (2016) Aging, service consumption and tertiary industry development: evidence from provincial panel data in China [J]. J Financ Econ 10:11–18

    Google Scholar 

  • He XG, Luo Q, Chen JL (2020) High-quality human capital, and the upgrading of urban industrial structure in China: evidence from “University Enrollment expansion” [J]. Econ Rev 4:3–19

    Google Scholar 

  • Henningsen G, Henningsen A, Henning CHCA (2015) transaction costs and social networks in productivity measurement[J]. Empir Econ 48(1):493–515

    Article  Google Scholar 

  • Huang QH, Yu YZ, Zhang SL (2019) Internet development and manufacturing productivity improvement: internal mechanism and China’s experience [J]. China Ind Econ 08:5–23

    Google Scholar 

  • Ju XN, Zhao XK, Sun BW (2019) What trade costs have cross-border e-commerce platforms overcome? Empirical evidence from “Dunhuang Net” data [J]. Econ Res J 55(02):181–196

    Google Scholar 

  • Lan QX, Dou K (2019) An empirical study on the international competitiveness of China’s digital trade based on “diamond model” [J]. Soc Sci 03:44–54

    Google Scholar 

  • Li H, Liang DD (2020) Mechanism, path, and countermeasures of enterprise digital transformation [J]. Guizhou Soc Sci 10:120–125

    Google Scholar 

  • Li XY, Li TP, Zou WJ (2019) Has the Internet promoted the upgrading of household consumption?—research based on micro survey data in China [J]. J China Univ Geosci 19(04):145–160

    Google Scholar 

  • Li L, Liu CQ, Xu CS (2019) The Impact of Labor skills Upgrading on the upgrading of China’s manufacturing Industry: Structural upgrading or Innovation Upgrading? [J]. Econ Sci 4:57–68

    Google Scholar 

  • Lin SF, Cai SC, Sun J et al (2019) Influencing mechanism and achievement of manufacturing transformation and upgrading: empirical analysis based on PLS-SEM model [J]. J Manuf Technol Manag 30(1):213–232

    Article  Google Scholar 

  • Liu B, Zeng Y (2022) Digital trade rules and cross-border flow of R&D factors [J]. China Ind Econ 07:65–83

    Google Scholar 

  • Liu Y, Xia JC, Li Y (2017) Producer services agglomeration and manufacturing upgrading [J]. China Ind Econ 7:24–42

    Google Scholar 

  • Liu Y, Dong JY, Wei J (2019) Digital Innovation Management: theoretical framework and future research [J]. Manag World 36(07):198–217+219

    Google Scholar 

  • Lu F, Han SR (2015) Research on the influence of science and technology finance on science and technology innovation in China—based on panel model [J]. China Soft Sci 06:139–147

    Google Scholar 

  • Lu YP, Zhang KZ, Ouyang J (2018) Does land finance hinder regional technological innovation? Empirical test based on panel data of 267 prefecture-level cities [J]. J Financ Res 05:101–119

    Google Scholar 

  • Luo J (2022) The impact of digital trade development on industrial structure upgrading under the new development pattern: empirical analysis based on provincial data along the Yangtze River Economic Belt [J]. Bus Econ Res 20:185–188

    Google Scholar 

  • Lv MY, You MM (2013) The impact of industrial structure change on the transformation of economic growth mode in South Korea: an empirical analysis based on energy consumption and carbon emissions [J]. World Econ Res 07:73–80+89

    Google Scholar 

  • Ma SZ, Fang C, Liang YF (2018) Digital trade and its times value and research prospects [J]. Int Trade Issues 10:16–30

    Google Scholar 

  • Mao QL (2019) Is human capital driving the upgrading of China’s processing trade? [J]. Econ Res 54(01):52–67

    Google Scholar 

  • Martínez-Caro E, Cegarra-Navarro JG, Alfonso-Ruiz FJ (2020) Digital technologies, and firm performance: the role of digital organizational culture [J]. Technol Forecast Soc Change 154(5):1–10

    Google Scholar 

  • Pei CH, Liu B (2019) The kinetic energy transformation of China’s foreign trade and the formation of new advantages in international competition [J]. Econ Res 54(05):4–15

    Google Scholar 

  • Peneder M (2003) Industrial structure and aggregate growth. Struct Chang Econ Dyn 14:427–448

    Article  Google Scholar 

  • Sánchez JI, Rata BM, Duarte AR et al (2006) Is the internet productive? A firm-level analysis [J]. Tech-Novation 26(7):821–826

    Google Scholar 

  • Saniee I, Kamat S, Prakash S, Weldon M (2017) Will productivity growth return in the new digital era. Bell Labs Tech J 22:1–18. https://doi.org/10.15325/BLTJ.2017.2714819

    Article  Google Scholar 

  • Shen GB, Yuan ZY (2020) The impact of corporate internalization on firms’ innovation and export [J]. Econ Res 55(1):33–48

    Google Scholar 

  • Sheng B, Mao QL (2015) Trade liberalization, firm growth, and size distribution [J]. World Econ 38(02):3–30

    Google Scholar 

  • Shi BZ, Li JT (2020) Does the Internet promote division of labor: evidence from China’s manufacturing firms [J]. Manage World 36(4):130–149

    Google Scholar 

  • Shi D, Zhang C (2017) Systematic optimization of China’s manufacturing industry structure-an analysis from the perspective of output structure optimization and factor structure matching [J]. Econ Res 52(10):158–172

    Google Scholar 

  • Shi LL, Zhao J (2018) Environmental regulation, technological innovation, and industrial structure upgrading [J]. Research Management 39(1):119–125

    Google Scholar 

  • Sun J (2020) From digital economy to digital trade: connotation, characteristics, rules, and impact [J]. Int Econ Trade Explor 36(05):87–98

    Google Scholar 

  • Sun PY, Zhang JJ, Jiang XY (2017) E-commerce, search cost and consumer price change [J]. Econ Res 52(07):139–154

    Google Scholar 

  • Tian XJ, Li R (2022) Digital technology empowers the transformation and development of real economy—an analytical framework based on Schumpeter’s endogenous growth theory [J]. Manag World 38(05):56–74

    Google Scholar 

  • Wang MD (2020) A systematic review of digital technology adoption in off-site construction: current status and future direction towards industry 4.0 [J]. Buildings 10(11):1–29

    Article  Google Scholar 

  • Wang DX, Li LL, Wu DH (2017) Financial capital deepening, technological progress and industrial structure upgrading [J]. J Southwest Univ 43(01):38–53+190

    Google Scholar 

  • Wang GD, Cui LS, Zheng JF (2021) Digital economy-enabled manufacturing transformation and upgrading: Mechanism and effect of heterogeneity [J]. J Stat 2(5):9–23

    Google Scholar 

  • Wei M, Li SH (2018) Research on the measurement of China’s high-quality economic development in the new era [J]. J Quant Tech Econ 35(11):3–20

    Google Scholar 

  • Wu H, Hao Y, Ren S et al (2021) Does internet development improve green total factor energy efficiency? Evidence from China [J]. Energy Policy 153:112247

    Article  Google Scholar 

  • Wu MJ, Xu CP, Tang L (2022) Manufacturing agglomeration, intelligent manufacturing, and labor flow [J]. Stat Decis 38(17):155–159

    Google Scholar 

  • Xu Z, Gao Y, Huo ZF (2022) Regional economic integration, producer services agglomeration and manufacturing transformation and upgrading [J]. China Sci Technol Forum 01:122–130

    Google Scholar 

  • Yang HY, Yang HJ (2021) The impact of digital trade on industrial structure upgrading: empirical data from China’s provincial panel [J]. Price Theory Pract 12:186–189+202

    Google Scholar 

  • Yang LG, Gong SH, Wang B (2018) Human capital, technological progress, and manufacturing upgrading [J]. China Soft Sci 1:138–148

    Google Scholar 

  • Yao ZQ (2021) Digital trade, industrial structure upgrading and export technical complexity: multiple mediating effects based on structural equation model. Reform 1:50–64

    Google Scholar 

  • Zhang RX (2010) Human capital, technology adoption and industrial structure upgrading [J]. Sci Financ Econ 02:66–74

    Google Scholar 

  • Zhang ZG, He LX, Nan Y (2016) Age structure change, consumption structure optimization and industrial structure upgrading: empirical evidence based on provincial panel data in China [J]. J Zhejiang Univ 46(3):81–94

    Google Scholar 

  • Zhang JQ, Hou YZ, Liu PL, He JW, Zhou X (2019a) Objective requirements and strategic path of high-quality development [J]. Manag World 35(07):1–7

    Google Scholar 

  • Zhang X, Yang T, Wang C, Wan GH (2019b) Digital finance development, and Household consumption growth: theory and practice in China [J]. Manag World 36(11):48–63

    Google Scholar 

  • Zhao T, Zhang Z, Liang SK (2019) Digital economy, entrepreneurial activity, and high-quality development: empirical evidence from Chinese cities [J]. Manag World 36(10):65–76

    Google Scholar 

  • Zhong MC, Li MJ, Du WJ (2015) Whether environmental regulations can force industrial restructuring: An empirical test based on China’s provincial panel data [J]. China Popul Resour Environ 25(8):107–115

    Google Scholar 

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Tang, W., Lan, Q. Does digital trade promote China’s manufacturing industry upgrading?—based on structure rationalization perspective. Econ Change Restruct 57, 128 (2024). https://doi.org/10.1007/s10644-024-09714-w

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