AEPH
Home > Conferences > Vol. 11. EMIS2025 >
The Influence of Smart Supply Chain Policies on Corporate Green Transformation: Empirical Evidence and Implications
DOI: https://doi.org/10.62381/ACS.EMIS2025.06
Author(s)
Ziqi Zhai1,2,#, Yanfei Su1,2,#,*
Affiliation(s)
1UTS Business School, University of Technology Sydney, Sydney, Australia 2SILC Business School, Shanghai University, 20 Chengzhong Road, Jiading District, Shanghai, China *Corresponding Author #Ziqi Zhai and Yanfei Su contributed equally to this work
Abstract
As the global movement toward carbon neutrality accelerates and China continues to advance its 'dual-carbon' goals, smart supply chain initiatives have become crucial tools for combining digital innovation with sustainable practices and fostering high-quality corporate growth. Drawing on panel data from Chinese A-share listed companies between 2010 and 2023, this study uses a difference-in-differences (DID) method to assess the impact of smart supply chain models on corporate green transformation. The findings show that these models significantly improve firms’ environmental performance, with especially strong effects seen in non-state-owned companies, enterprises in eastern China, firms outside the high-tech sector, pollution-intensive industries, and those in the growth or decline phases of their life cycles. Additionally, the study finds that contextual elements play an important role: stronger environmental regulation boosts the positive effects, while higher industry concentration weakens them. Mediation analysis highlights that green innovation, green investment, and financing constraints are key channels through which smart supply chain upgrades drive sustainability outcomes. These insights help improve the institutional framework for intelligent supply chain systems and provide valuable evidence to support the green transition of businesses.
Keywords
Smart Supply Chain; Corporate Green Transformation; Environmental Regulation Intensity; Industry Concentration; Difference-in-Differences Model
References
[1]Tang X, Zhang J, Chen Y. Top management attention, green innovation, and environmental performance: Evidence from Chinese manufacturing firms. Journal of Cleaner Production, 2023, 414: 137712. [2]Wang Y, Li S, Li Y. Green leadership and corporate sustainability: The mediating role of green organizational identity. Sustainability, 2022, 14(5): 2740. [3]Wu H, Wang Y, Liu Y. Environmental leadership and employee green behavior: A multilevel study of organizational mechanisms. Business Strategy and the Environment, 2021, 30(1): 131–145. [4]Zhang X, Sun Y, Wang C. Dynamic capabilities, technological innovation, and green transformation: Evidence from high-tech firms in China. Technological Forecasting and Social Change, 2022, 180: 121709. [5]Liu L, Yu Y. Digitalization, green R&D, and corporate environmental performance: Empirical evidence from China. Environmental Science and Pollution Research, 2023, 30(1): 657–670. [6]Guo Y, Qin X, Zhou Y. How do internal resources affect green transformation? The role of green human capital and internal control quality. Resources, Conservation & Recycling, 2021, 167: 105407. [7]Sun W, Zhu Q, Wang C. Environmental information disclosure, stakeholder engagement, and green transition: Evidence from China. Journal of Environmental Management, 2023, 331: 117213. [8]Li H, Wang Z, Zhang M. Policy instruments for green transition in China: A framework and empirical evaluation under the dual-carbon goals. Environmental Science and Policy, 2022, 132: 127–138. [9]Chen J, Xu Y. Green finance and environmental regulation: Synergistic impacts on corporate green innovation. Finance Research Letters, 2021, 43: 101998. [10]Qian Y, Liu M, Zhao W. Supply chain collaboration and green transformation: A digital platform perspective. Journal of Cleaner Production, 2023, 416: 137884. [11]Zhao L, Zhou Y, Chen Z. Stakeholder pressure and enterprise green innovation: The moderating role of corporate social responsibility. Business Strategy and the Environment, 2022, 31(4): 1710–1723. [12]Yuan Y, Yang J, Lin B. Green supply chain integration and sustainable performance: The mediating effect of dynamic capabilities. Journal of Cleaner Production, 2021, 294: 126353. [13]Yu L, Siyu Z. Measuring the Development Level of Smart Supply Chain under the Background of Digital Economy: A Case Study of the Yangtze River Economic Belt. Supply Chain Management, 2023. [14]Qiu N, Yang D, Wang P, Zhou T, Li S. Automobile supply chain business data secure storage and sharing system (Patent No. CN117749351-A), 2024. [15]Weihua L, Siyu Z. Measuring the Development Level of Smart Supply Chains in the Context of the Digital Economy: A Case Study of the Yangtze River Economic Belt. Supply Chain Management, 2023. [16]Jun Y, Chao P, Xiang L, Xiao Z, Lei L. A Hierarchical Access Control Mechanism for Supply Chain Data Based on Blockchain. Journal of University of Electronic Science and Technology of China, 2022, 51(3): 408–415. [17]Aghaei A, Cai F, Wu T. Game-Theoretic Analysis of Policy Impacts in Competition Between Reverse Supply Chains Involving Traditional and E-Channels. Smart Cities, 2025, 8(1): 36. [18]Yingjun D. Supply Chain Innovation in the New Era: A Conceptual Framework for Building a Pan-Intelligent Supply Chain Holographic Ecosystem Supported by Blockchain Technology. Economist, 2019, (08): 11–13+15. [19]Jin G, Xin Z. Constructing an Intelligent Supply Chain Financial Service Platform Led by Core Enterprises. Metallurgical Finance and Accounting, 2023. [20]Schleifer P, Fransen L. Smart mix politics: Business actors in the formulation of global supply chain regulation. Review of International Political Economy, 2024, 31(6): 1710–1734. [21]Qingjiang H, Song H, Ting Z. Dual Enhancement in Quality and Quantity: The Impact of Smart Supply Chains on Firms’ Green Innovation Performance. Finance and Accounting Monthly, 2023. [22]Tsao Y C, Vu T L. Power supply chain network design problem for smart grid considering differential pricing and buy-back policies. Energy Economics, 2019, 81: 493–502. [23]Hongman L, Ping C, Zhitao W. Empowering the Digital Transformation and Upgrading of Manufacturing through Smart Supply Chains. Science, Technology and Finance, 2023(7): 48–50. [24]Lerman L V, Benitez G B, Frank A G. Smart green supply chain management: a configurational approach for reaching sustainable performance goals and decreasing COVID-19 impact//Designing smart manufacturing systems. Academic Press, 2023: 211-233. [25]Liu C, Sun H, Yuan Z, et al. Pathways to Systematically Enhance the Resilience of China’s International Logistics Supply Chain. Science & Technology Review, 2022, 40(14): 73–79. DOI:10.3981/j.issn.1000-7857.2022.14.008. [26]Rehman Khan S A, Ahmad Z, Sheikh A A, et al. Digital transformation, smart technologies, and eco-innovation are paving the way toward sustainable supply chain performance. Science Progress, 2022, 105(4): 00368504221145648. [27]Lai K, Feng Y, Zhu Q. Digital transformation for green supply chain innovation in manufacturing operations. Transportation Research Part E: Logistics and Transportation Review, 2023, 175: 103145. [28]Verma A. Green thinking: impact of smart technologies on supply chain management. Journal of Science and Technology Policy Management, 2024. [29]Li Y. Research Hotspots and Trend Analysis of Supply Chain under the Perspective of Carbon Peaking and Carbon Neutrality. Logistics Engineering and Management, 2024, 46(2): 53–56. DOI:10.3969/j.issn.1674-4993.2024.02.014. [30]Saini N, Malik K, Sharma S. Transformation of supply chain management to green supply chain management: Certain investigations for research and applications. Cleaner Materials, 2023, 7: 100172. [31]Kong L, Chen J. Impact of digital transformation on green and sustainable innovation in business: a quasi-natural experiment based on smart city pilot policies in China. Environment, Development and Sustainability, 2024: 1-29. [32]Feng Y, Lai K, Zhu Q. Green supply chain innovation: Emergence, adoption, and challenges. International Journal of Production Economics, 2022, 248: 108497. [33]Li W, Xiao X, Yang X, et al. How does digital transformation impact green supply chain development? An empirical analysis based on the TOE theoretical framework. Systems, 2023, 11(8): 416. [34]Chang C. Research on Supply Chain Management under the Background of “Smart Logistics”. China Shipping Gazette, 2024(7). [35]Yin S, Zhang N, Ullah K, et al. Enhancing digital innovation for the sustainable transformation of manufacturing industry: a pressure-state-response system framework to perceptions of digital green innovation and its performance for green and intelligent manufacturing. Systems, 2022, 10(3): 72. [36]AlMulhim A F. Smart supply chain and firm performance: the role of digital technologies. Business Process Management Journal, 2021, 27(5): 1353-1372. [37]Gawusu S, Zhang X, Jamatutu S A, et al. The dynamics of green supply chain management within the framework of renewable energy. International Journal of Energy Research, 2022, 46(2): 684-711. [38]Huang H, Zhang Y, Xu C. Can Supply Chain Digitalization Promote Collaborative Innovation among Chain Enterprises? A Quasi-Natural Experiment Based on Smart Supply Chain Policy. Contemporary Finance & Economics, 2023(8): 134–145. [39]Feng Y, Yan F, Shi D, et al. Can the Construction of Smart Supply Chains Promote Enterprise Specialization? Evidence from the Pilot Policy of Supply Chain Innovation and Application. Journal of China University of Geosciences (Social Sciences Edition), 2024, 24(4): 101–115. [40]He J, Fan M, Fan Y. Digital transformation and supply chain efficiency improvement: An empirical study from a-share listed companies in China. PloS one, 2024, 19(4): e0302133. [41]Patil A, Shardeo V, Dwivedi A, et al. Examining the interactions among smart supply chains and carbon reduction strategies: To attain carbon neutrality. Business Strategy and the Environment, 2024, 33(2): 1227-1246. [42]Lerman L V, Benitez G B, Müller J M, et al. Smart green supply chain management: A configurational approach to enhance green performance through digital transformation. Supply Chain Management: An International Journal, 2022, 27(7): 147-176. [43]Akandere G, Paksoy T. Smart and Sustainable/Green SCM. Logistics 4.0: Digital Transformation of Supply Chain Management, 2020, 284. [44]Huang K. Empowering the Transformation and Upgrading of Traditional Enterprises with Smart Supply Chains and Big Data. Computer Enthusiast (Popular Edition), 2023(3): 383–385. DOI:10.12277/j.issn.16737075.2020.03.0191. [45]Ma Z. Empowering the Transformation and Upgrading of Traditional Logistics Enterprises through Smart Supply Chains and Big Data. China Logistics and Purchasing, 2018(24): 1. DOI: CNKI: SUN: ZWZJ.0.2018-24-066. [46]Wen H, Gao R. Discussion on Empowering the Digital Transformation and Upgrading of Manufacturing through Smart Supply Chains. Public Relations World, 2024(12): 132–134. [47]Fatorachian H, Pawar K. Enhancing Waste Management in Cold Supply Chains via Digital Transformation. Procedia Computer Science, 2025, 253: 167-176. [48]Ma L, Zhang X, Dong L. Enhancing sustainable performance: the innovative strategy of digital transformation leading green collaborative management. Sustainability, 2023, 15(17): 13085. [49]Stroumpoulis A, Kopanaki E. Theoretical perspectives on sustainable supply chain management and digital transformation: A literature review and a conceptual framework. Sustainability, 2022, 14(8): 4862. [50]Guo C, Wang Y, Hu Y, et al. Does smart city policy improve corporate green technology innovation? Evidence from Chinese listed companies. Journal of Environmental Planning and Management, 2024, 67(6): 1182-1211. [51]Wei Q. Design of a Smart Education Cloud Platform and Teaching Reform Innovation Based on Industry–Academia–Research Collaboration. Digital Technology and Application, 2023, 41(06): 207–209. [52]Li H, Wang Z, Zhang M. Policy instruments for green transition in China: A framework and empirical evaluation under the dual-carbon goals. Environmental Science and Policy, 2022, 132: 127–138. [53]Jan A, Salameh A A, Rahman H U, et al. Can blockchain technologies enhance environmental sustainable development goals performance in manufacturing firms? Potential mediation of green supply chain management practices. Business Strategy and the Environment, 2024, 33(3): 2004-2019. [54]Sharma M, Antony R, Sharma A, et al. Can smart supply chain bring agility and resilience for enhanced sustainable business performance? The International Journal of Logistics Management, 2024. [55]Jiang T. Mediating and Moderating Effects in Empirical Research on Causal Inference. China Industrial Economy, 2022(05): 100–120. [56]Zhu C, Zhang X. Has the Construction of Digital Government Promoted Industrial Structure Upgrading? A Quasi-Natural Experiment Based on the Development of Integrated Online Government Service Platforms. Industrial Economy Review, 2024, 15(05): 71–88. [57]Wang S, Li J. How carbon emission trading mechanism and supply chain digitization affect manufacturing enterprises’ competitiveness? Evidence from China. Journal of Cleaner Production, 2024, 452: 142164. [58]Gao L, Huang R. Digital transformation and green total factor productivity in the semiconductor industry: The role of supply chain integration and economic policy uncertainty. International Journal of Production Economics, 2024, 274: 109313. [59]Alkaraan F, Floyd D, Rahman M, et al. A new era of strategic investment decision-making practices in UK companies: Towards sustainable supply chains and circular economy. Theoretical Economics Letters, 2023, 13(3): 666-682. [60]Lei J. Efficient Strategies on Supply Chain Network Optimization for Industrial Carbon Emission Reduction. arxiv preprint arxiv:2404.16863, 2024. [61]Attaran M. Digital technology enablers and their implications for supply chain management//Supply Chain Forum: An International Journal. Taylor & Francis, 2020, 21(3): 158-172.
Copyright @ 2020-2035 Academic Education Publishing House All Rights Reserved