The impact of the digital economy on green innovation: the moderating role of fiscal decentralization

Economic Change and Restructuring - Tập 57 - Trang 1-33 - 2024
Minjie Li1, Mengjun Meng2, Yihui Chen3
1School of Economics and Trade, Fujian Jiangxia University, Fuzhou, People’s Republic of China
2School of Economics and Management, Fuzhou University, Fuzhou, People’s Republic of China
3College of Digital Economy, Fujian Agriculture and Forestry University, Fuzhou, People’s Republic of China

Tóm tắt

The digital economy represents a new economic form that exhibits a heavy reliance on data resources, and it has the potential to extensively affect green innovation. In this paper, the theoretical mechanism through which the digital economy affects green innovation is dissected and panel data from 278 Chinese cities covering the period of 2011 to 2019 are collected to empirically test both the quantitative and qualitative dimensions of the impact of the digital economy on green innovation. The results show the following: (1) The digital economy exerts a dual impact by both increasing quantity and improving quality in green innovation. (2) By eliminating financial restrictions, encouraging industrial collaborative agglomeration, and raising governmental environmental concerns, the digital economy exerts an influence on green innovation. (3) The relationship between the digital economy and green innovation is significantly negatively mediated by fiscal decentralization. (4) The digital economy hinders the growth of green innovation by exerting a negative spatial spillover effect on surrounding areas. (5) The digital economy has a more positive impact on green innovation in eastern cities, large cities, cities with high administrative hierarchy, and cities with strong intellectual property rights protection. Based on the conclusions of this study, we propose that the government should continue to promote the development of the digital economy in the future to fully release the innovation dividend of the digital economy, accelerate the construction of a scientific performance appraisal system to overcome government failure in the process of green innovation, and consider the differences in the development of regions to form a new pattern of synergistic green innovation between regions. In this paper, to understand how the digital economy promotes green innovation, we not only provide theoretical and empirical evidence at the city level but also provide references and insights with which governments can improve their green innovation incentive policies and optimize the design of fiscal decentralization systems for the promotion of green innovation.

Tài liệu tham khảo

Bazavan A (2019) Chinese government’s shifting role in the national innovation system. Technol Forecast Soc Chang 148:119738 Ben Arfi W, Hikkerova L, Sahut JM (2018) External knowledge sources, green innovation and performance. Technol Forecast Soc Chang 129:210–220 Blundell R, Bond S (2007) GMM estimation with persistent panel data: An application to production functions. Economet Rev 19(3):321–340 Borsatto JMLS, Bazani CL (2021) Green innovation and environmental regulations: a systematic review of international academic works. Environ Sci Pollut Res 28(45):63751–63768 Chai J, Hao Y, Wu H, Yu Y, Hu N (2023) How do local government fiscal revenue targets affect green technology innovation in China? Econ Innov New Technol. https://doi.org/10.1080/10438599.2023.2267447 Che S, Wang J (2022) Digital economy development and haze pollution: evidence from China. Environ Sci Pollut Res 29(48):73210–73226 Chen W (2023) Digital economy development, corporate social responsibility and low-carbon innovation. Corp Soc Responsib Environ Manag 30(4):1664–1679 Chen C, Ye F, Xiao H, Xie W, Liu B, Wang L (2023a) The digital economy, spatial spillovers and forestry green total factor productivity. J Clean Prod 405:136890 Chen J, Zhu D, Ding S, Qu J (2023b) Government environmental concerns and corporate green innovation: evidence from heavy-polluting enterprises in China. Bus Strateg Environ. https://doi.org/10.1002/bse.3583 Chen S, Tian C, Jiang X, Lai J (2023c) A dual-path model: Bridge between heterogeneous environmental regulations and enterprise green innovation. Energy Environ. https://doi.org/10.1177/0958305X231200573 Chen X, Zhou P, Hu D (2023d) Influences of the ongoing digital transformation of the Chinese Economy on innovation of sustainable green technologies. Sci Total Environ 875:162708 Chin T, Shi Y, Singh SK, Agbanyo GK, Ferraris A (2022) Leveraging blockchain technology for green innovation in ecosystem-based business models: a dynamic capability of values appropriation. Technol Forecast Soc Chang 183:121908 Cui X, Wang C, Sensoy A, Liao J, Xie X (2023) Economic policy uncertainty and green innovation: Evidence from China. Econ Model 118:106104 Donis S, Gomez J, Salazar I (2023) Economic complexity, property rights and the judicial system as drivers of eco-innovations: An analysis of OECD countries. Technovation 128:102868 Elhorst JP (2014) MATLAB software for spatial panels. Int Reg Sci Rev 37(3):389–405 Ellison G, Glaeser EL, Kerr WR (2010) What causes industry agglomeration? Evidence from coagglomeration patterns. Am Econ Rev 100(3):1195–1213 Farooq U (2023) Exploring the external forces driving green environmental innovation: Empirical evidence from Asian market. Econ Chang Restruct 56(2):981–1006 Feng S, Chong Y, Li G, Zhang S (2022a) Digital finance and innovation inequality: evidence from green technological innovation in China. Environ Sci Pollut Res 29(58):87884–87900 Feng S, Zhang R, Li G (2022b) Environmental decentralization, digital finance and green technology innovation. Struct Chang Econ Dyn 61:70–83 Feng Y, Chen Z, Nie C (2023) The effect of broadband infrastructure construction on urban green innovation: evidence from a quasi-natural experiment in China. Econ Anal Policy 77:581–598 Fu L, Yi Y, Wu T, Cheng R, Zhang Z (2022) Do carbon emission trading scheme policies induce green technology innovation? New evidence from provincial green patents in China. Environ Sci Pollut Res 30(5):13342–13358 Giummo J (2014) An examination of the intertemporal returns of patented inventions. Res Policy 43(8):1312–1319 Gomber P, Kauffman RJ, Parker C, Weber BW (2018) On the fintech revolution: Interpreting the forces of innovation, disruption, and transformation in financial services. J Manag Inf Syst 35(1):220–265 Gopalan S, Reddy K, Sasidharan S (2022) Does digitalization spur global value chain participation? Firm-level evidence from emerging markets. Inf Econ Policy 59:100972 Gu R, Li C, Yang Y, Zhang J, Liu K (2023) Impact of digital economy development on carbon emission intensity in the Beijing-Tianjin-Hebei region: a mechanism analysis based on industrial structure optimization and green innovation. Environ Sci Pollut Res 30(14):41644–41664 Hao X, Li Y, Ren S, Wu H, Hao Y (2023) The role of digitalization on green economic growth: Does industrial structure optimization and green innovation matter? J Environ Manag 325:116504 Hu J, Pan X, Huang Q (2020) Quantity or quality? The impacts of environmental regulation on firms’ innovation - Quasi-natural experiment based on China’s carbon emissions trading pilot. Technol Forecast Soc Chang 158:120122 Hu H, Wei W, Chang C (2022) Examining the impact of extreme temperature on green innovation in China: evidence from city-level data. Energy Econ 114:106326 Hu J, Hu M, Zhang H (2023) Has the construction of ecological civilization promoted green technology innovation? Environ Technol Innov 29:102960 Huang L, Zhang H, Si H, Wang H (2023a) Can the digital economy promote urban green economic efficiency? Evidence from 273 cities in China. Ecol Ind 155:110977 Huang X, Liu W, Zhang Z, Zou X, Li P (2023b) Quantity or quality: environmental legislation and corporate green innovations. Ecol Econ 204:107684 Huang X, Zhang S, Zhang J, Yang K (2023c) Research on the impact of digital economy on regional green technology innovation: moderating effect of digital talent aggregation. Environ Sci Pollut Res 30(29):74409–74425 Huo P, Wang L (2022) Digital economy and business investment efficiency: inhibiting or facilitating? Res Int Bus Financ 63:101797 Jirakraisiri J, Badir YF, Frank B (2021) Translating green strategic intent into green process innovation performance: the role of green intellectual capital. J Intellect Cap 22(7):43–67 Khan MAS, Du J, Malik HA, Anuar MM, Pradana M, Yaacob MRB (2022) Green innovation practices and consumer resistance to green innovation products: moderating role of environmental knowledge and pro-environmental behavior. J Innov Knowl 7(4):100280 Kraus S, Vonmetz K, Orlandi LB, Zardini A, Rossignoli C (2023) Digital entrepreneurship: the role of entrepreneurial orientation and digitalization for disruptive innovation. Technol Forecast Soc Chang 193:122638 Lee C, Nie C (2023) Place-based policy and green innovation: evidence from the national pilot zone for ecological conservation in China. Sustain Cities Soc 97:104730 Lesage JP (2014) What regional scientists need to know about spatial econometrics. Rev Reg Stud 44(1):13–32 Li L, Li M, Ma S, Zheng Y, Pan C (2022) Does the construction of innovative cities promote urban green innovation? J Environ Manag 318:115605 Li G, Li X, Huo L (2023) Digital economy, spatial spillover and industrial green innovation efficiency: empirical evidence from China. Heliyon 9(1):e12875 Lin Y, Chen Y (2017) Determinants of green competitive advantage: the roles of green knowledge sharing, green dynamic capabilities, and green service innovation. Qual Quant 51(4):1663–1685 Lin B, Ma R (2022a) How does digital finance influence green technology innovation in China? Evidence from the financing constraints perspective. J Environ Manag 320:115833 Lin B, Ma R (2022b) Green technology innovations, urban innovation environment and CO2 emission reduction in China: fresh evidence from a partially linear functional-coefficient panel model. Technol Forecast Soc Chang 176:121434 Lin S, Chen Z, He Z (2021) Rapid transportation and green technology innovation in cities-from the view of the industrial collaborative agglomeration. Appl Sci Basel 11(17):8110 Liu S, Wu P (2023) The impact of high-tech industrial agglomeration on China’s green innovation efficiency: a spatial econometric analysis. Front Environ Sci 11:1167918 Liu Q, Yang X, Shen Z, Streimikiene D (2022a) Digital economy and substantial green innovation: empirical evidence from Chinese listed companies. Technol Anal Strateg Manag. https://doi.org/10.1080/09537325.2022.2156336 Liu W, Zhou W, Lu L (2022b) An innovative digitization evaluation scheme for Spatio-temporal coordination relationship between multiple knowledge driven rural economic development and agricultural ecological environment- Coupling coordination model analysis based on Guangxi. J Innov Knowl 7(3):100208 Liu X, Liu F, Ren X (2023) Firms? digitalization in manufacturing and the structure and direction of green innovation. J Environ Manag 335:117525 Long H, Feng G, Chang C (2023) How does ESG performance promote corporate green innovation? Econ Chang Restruct 56(4):2889–2913 Luo S, Yimamu N, Li Y, Wu H, Irfan M, Hao Y (2023) Digitalization and sustainable development: How could digital economy development improve green innovation in China? Bus Strateg Environ 32(4):1847–1871 Ma K (2023) Digital inclusive finance and corporate green technology innovation. Financ Res Lett 55:104015 Ma D, Zhu Q (2022) Innovation in emerging economies: research on the digital economy driving high-quality green development. J Bus Res 145:801–813 Marino M, Parrotta P, Valletta G (2019) Electricity (de)regulation and innovation. Res Policy 48(3):748–758 Martin-de Castro G, Delgado-Verde M, Navas-Lopez JE, Cruz-Gonzalez J (2013) The moderating role of innovation culture in the relationship between knowledge assets and product innovation. Technol Forecast Soc Chang 80(2):351–363 Neffke F, Henning M, Boschma R (2011) How Do regions diversify over time? Industry relatedness and the development of new growth paths in regions. Econ Geogr 87(3):237–265 Ning J, Yin Q, Yan A (2022) How does the digital economy promote green technology innovation by manufacturing enterprises? Evidence from China. Front Environ Sci 10:967588 Nunn N, Qian N (2014) US food aid and civil conflict. Am Econ Rev 104(6):1630–1666 Ozili PK (2018) Impact of digital finance on financial inclusion and stability. Borsa Istanbul Rev 18(4):329–340 Pan H, Yang J, Zhou H, Zheng X, Hu F (2022) Global value chain embeddedness, digital economy and green innovation—evidence from provincial-level regions in China. Front Environ Sci 10:1027130 Parra A (2019) Sequential innovation, patent policy, and the dynamics of the replacement effect. Rand J Econ 50(3):568–590 Pei Y, Zhu Y, Liu S, Xie M (2021) Industrial agglomeration and environmental pollution: based on the specialized and diversified agglomeration in the Yangtze River Delta. Environ Dev Sustain 23(3):4061–4085 Pouri MJ, Hilty LM (2021) The digital sharing economy: a confluence of technical and social sharing. Environ Innov Soc Trans 38:127–139 Qiu Y, Liu W, Wu J (2023) Digital economy and urban green innovation: from the perspective of environmental regulation. J Environ Planning Manag. https://doi.org/10.1080/09640568.2023.2244668 Ran Q, Yang X, Yan H, Xu Y, Cao J (2023) Natural resource consumption and industrial green transformation: does the digital economy matter? Resour Policy 81:103396 Ranta V, Aarikka-Stenroos L, Vaisanen JM (2021) Digital technologies catalyzing business model innovation for circular economy—multiple case study. Resour Conserv Recycl 164:105155 Rao S, Pan Y, He J, Shangguan X (2022) Digital finance and corporate green innovation: quantity or quality? Environ Sci Pollut Res 29(37):56772–56791 Sareen S, Haarstad H (2021) Digitalization as a driver of transformative environmental innovation. Environ Innov Soc Trans 41:93–95 Saunila M, Ukko J, Rantala T (2018) Sustainability as a driver of green innovation investment and exploitation. J Clean Prod 179:631–641 Schiederig T, Tietze F, Herstatt C (2012) Green innovation in technology and innovation management—an exploratory literature review. R & D Manag 42(2):180–192 Shang L, Tan D, Feng S, Zhou W (2022) Environmental regulation, import trade, and green technology innovation. Environ Sci Pollut Res 29(9):12864–12874 Simonen J, Svento R, Juutinen A (2015) Specialization and diversity as drivers of economic growth: Evidence from High-Tech industries. Pap Reg Sci 94(2):229–247 Smith SW (2014) Follow me to the innovation frontier? Leaders, laggards, and the differential effects of imports and exports on technological innovation. J Int Bus Stud 45(3):248–274 Sorescu A, Schreier M (2021) Innovation in the digital economy: a broader view of its scope, antecedents, and consequences. J Acad Mark Sci 49(4):627–631 Teece DJ (2018) Profiting from innovation in the digital economy: enabling technologies, standards, and licensing models in the wireless world. Res Policy 47(8):1367–1387 Udeagha MC, Ngepah N (2023) Striving towards environmental sustainability in the BRICS economies: the combined influence of fiscal decentralization and environmental innovation. Int J Sust Dev World 30(2):111–125 Voumik LC, Rahman MH, Hossain MS (2022) Investigating the subsistence of Environmental Kuznets Curve in the midst of economic development, population, and energy consumption in Bangladesh: imminent of ARDL model. Heliyon 8(8):e10357 Wang H, Qi S, Zhou C, Zhou J, Huang X (2022a) Green credit policy, government behavior and green innovation quality of enterprises. J Clean Prod 331:129834 Wang L, Chen L, Li Y (2022b) Digital economy and urban low-carbon sustainable development: the role of innovation factor mobility in China. Environ Sci Pollut Res 29(32):48539–48557 Waqas M, Xue H, Ahmad N, Khan SAR, Iqbal M (2021) Big data analytics as a roadmap towards green innovation, competitive advantage and environmental performance. J Clean Prod 323:128998 Wei L, Lin B, Zheng Z, Wu W, Zhou Y (2023) Does fiscal expenditure promote green technological innovation in China? Evidence from Chinese cities. Environ Impact Assess Rev 98:106945 Wielgos DM, Homburg C, Kuehnl C (2021) Digital business capability: Its impact on firm and customer performance. J Acad Mark Sci 49(4):762–789 Wu H, Xue Y, Hao Y, Ren S (2021) How does internet development affect energy-saving and emission reduction? Evid China Energy Econ 103:105577 Wu X, Li Y, Feng C (2022) Green innovation peer effects in common institutional ownership networks. Corp Soc Responsib Environ Manag 30(2):641–660 Xu J, Hong J, Zhou Z (2023a) Local attention to environment and green innovation: evidence from listed manufacturing companies in 120 cities in China. Emerg Mark Financ Trade 59(4):1062–1073 Xu S, Liao F, Sun Y (2023b) The green innovation effect of the city’s green supply chain pilot: evidence from a quasi-natural experiment. Ann Oper Res. https://doi.org/10.1007/s10479-023-05685-9 Yang S, Li Z, Li J (2020) Fiscal decentralization, preference for government innovation and city innovation. Chin Manag Stud 14(2):391–409 Yang R, Hu Z, Hu S (2023) The failure of collaborative agglomeration: from the perspective of industrial pollution emission. J Clean Prod 387:135952 Yin X, Wang D, Lu J, Liu L (2023) Does green credit policy promote corporate green innovation? Evidence from China. Econ Chang Restruct 56(5):3187–3215 You D, Zhang Y, Yuan B (2019) Environmental regulation and firm eco-innovation: evidence of moderating effects of fiscal decentralization and political competition from listed Chinese industrial companies. J Clean Prod 207:1072–1083 Yu X, Wan K (2022) High-speed rail opening and green innovation-evidence from China. Front Environ Sci 10:901879 Yu C, Wu X, Zhang D, Chen S, Zhao J (2021) Demand for green finance: resolving financing constraints on green innovation in China. Energy Policy 153:112255 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 Zeng W, Li L, Huang Y (2021) Industrial collaborative agglomeration, marketization, and green innovation: evidence from China’s provincial panel data. J Clean Prod 279:123598 Zhang G, Du P (2022) The impact of digital transformation on technological innovation of Chinese enterprises: Quantity increase or quality improvement? Bus Manag J 44(6):82–96. https://doi.org/10.19616/j.cnki.bmj.2022.06.005 Zhang J, Lyu Y, Li Y, Geng Y (2022) Digital economy: an innovation driving factor for low-carbon development. Environ Impact Assess Rev 96:106821 Zhang M, Yan T, Gao W, Xie W, Yu Z (2023a) How does environmental regulation affect real green technology innovation and strategic green technology innovation? Sci Total Environ 872:162221 Zhang Y, Sun Z, Zhou Y (2023b) Green merger and acquisition and green technology innovation: stimulating quantity or quality. Environ Impact Assess Rev 103:107265 Zhao T, Zhang Z, Liang S (2020) Digital economy, entrepreneurship, and high-quality economic development: Empirical evidence from urban China. J Manag World 36(10):65–76. https://doi.org/10.19744/j.cnki.11-1235/f.2020.0154 Zhao A, Wang J, Sun Z, Guan H (2022a) Environmental taxes, technology innovation RGTI and firm performance in China—a test of effects based on the porter hypothesis. Econ Anal Policy 74:309–325 Zhao D, Dou Y, Tong L (2022b) Effect of fiscal decentralization and dual environmental regulation on green poverty reduction: the case of China. Resour Policy 79:102990 Zhao Y, Mao J, Li Y (2022c) Local governments’ environmental emphasis and corporate green innovation: evidence from China. Econ Chang Restruct 55(4):2577–2603 Zheng Z, Xu Y, Chen J (2023) Digital economy, industrial structure upgrading and green innovation efficiency of family enterprises. Int Entrepr Manag J. https://doi.org/10.1007/s11365-023-00854-5 Zhu R, Li Q (2023) How has the Internet fostered the greening of enterprises in China? The moderating role of governmental transparency. Manag Decis Econ 44(3):1383–1395