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“Dual synergistic” transformation and corporate total factor productivity: Empirical evidence from China

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  • Tang, Li
  • Zhang, Teng
  • Wang, Jinglang
  • Liu, Baoliu
  • Huang, Yujie

Abstract

Enterprise for improving corthe s face fierce market competition and changing business environment as a result of globalization and technological advancements. Digital transformation and green development have emerged as critical strategies degree of synergistic transformation of digitalization and greening by using the coupled coordination model. Moreover, we explore the influence of synergistic transformation oporate competitiveness and achieve sustainable development. This study delves into the panel data of Chinese A-share listed companies in Shanghai and Shenzhen from 2007 to 2022. We construct an index of f digitalization and greening (referred to as “dual synergistic” transformation) on the total factor productivity (referred to as TFP) of enterprises by using the fixed effect model. Results showed a significant positive relationship between the degree of “dual synergistic” transformation and enterprise TFP. The regression results remain robust after a series of robustness and endogeneity discussions. Government subsidies can effectively play a moderating role, which strengthens the influence of “dual-chemistry synergy” transformation on firms’ TFP. Furthermore, we analyze the heterogeneity of the study sample and find that the positive influence of “dual synergistic” transformation on firms’ TFP is more significant in non-state-owned enterprises, heavily polluting industries, and non-high-tech and capital-intensive firms. This positive effect is weaker for SOEs, non-polluting industries, high-tech, and labor-intensive and technology-intensive firms. In addition, our study reveals that R&D investment and financing constraints play critical roles in the “dual synergistic” transformation. Therefore, policy subsidies should be further increased, and the financing environment should be optimized to promote the productivity improvement of enterprises in the digital and green transformation, while strengthening the support of green social work for corporate social transformation, to help enterprises achieve environmental benefits while also addressing social responsibilities and community development.

Suggested Citation

  • Tang, Li & Zhang, Teng & Wang, Jinglang & Liu, Baoliu & Huang, Yujie, 2025. "“Dual synergistic” transformation and corporate total factor productivity: Empirical evidence from China," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 717-732.
  • Handle: RePEc:eee:ecanpo:v:85:y:2025:i:c:p:717-732
    DOI: 10.1016/j.eap.2024.12.033
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    as
    1. Dammert, Ana C. & Galdo, Jose & Galdo, Virgilio, 2013. "Digital labor-market intermediation and job expectations: Evidence from a field experiment," Economics Letters, Elsevier, vol. 120(1), pages 112-116.
    2. Song, Yuegang & Du, Chongmiao & Du, Peiliang & Liu, Rong & Lu, Zhou, 2024. "Digital transformation and corporate environmental performance: Evidence from Chinese listed companies," Technological Forecasting and Social Change, Elsevier, vol. 201(C).
    3. Chen, Limei & Tao, Siyun & Xie, Xiaohan & Huang, Weidong & Zhu, Weiwei, 2024. "The evaluation of innovation efficiency and analysis of government subsidies influence—Evidence from China's metaverse listed companies," Technological Forecasting and Social Change, Elsevier, vol. 201(C).
    4. Yi, Yongxi & Zhang, Meng & Zhang, Aoxiang & Li, Yuqiong, 2024. "Can “dual credit” replace “subsidies” successfully? -based on analysis of vehicle supply chain decisions under the digital transformation of technology," Energy Economics, Elsevier, vol. 130(C).
    5. Li, Lixu & Zhu, Wenwen & Wei, Long & Yang, Shuili, 2022. "How can digital collaboration capability boost service innovation? Evidence from the information technology industry," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    6. Jin, Wei & Yang, Jun & Wang, Chengfu, 2024. "Cost subsidy or environmental regulation? The effects of government interventions on environmental quality and 3BL performance," International Journal of Production Economics, Elsevier, vol. 270(C).
    7. Liu, Haiying & Liu, Zexiao & Zhang, Chunhong & Li, Tianyu, 2023. "Transformational insurance and green credit incentive policies as financial mechanisms for green energy transitions and low-carbon economic development," Energy Economics, Elsevier, vol. 126(C).
    8. Škare, Marinko & Gavurova, Beata & Porada-Rochon, Malgorzata, 2024. "Digitalization and carbon footprint: Building a path to a sustainable economic growth," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    9. Han, Yue & Yang, Jie & Ying, Limeng & Niu, Yanfang, 2024. "The impact of corporate digital transformation on labor employment," Finance Research Letters, Elsevier, vol. 60(C).
    10. Wang, Weilong & Wang, Jianlong & Wu, Haitao, 2024. "The impact of energy-consuming rights trading on green total factor productivity in the context of digital economy: Evidence from listed firms in China," Energy Economics, Elsevier, vol. 131(C).
    11. Branstetter, Lee G. & Li, Guangwei & Ren, Mengjia, 2023. "Picking winners? Government subsidies and firm productivity in China," Journal of Comparative Economics, Elsevier, vol. 51(4), pages 1186-1199.
    12. Huang, Nianbing & Liu, Yu, 2024. "Structural tax reduction, financing constraint relief and enterprise innovation efficiency," Finance Research Letters, Elsevier, vol. 60(C).
    13. Zhuo, Chong & Luo, Kang & Song, Yaning & Dai, Ling & Liu, Yaobin, 2024. "Regional coordinated development and green transformation: Evidence from major national strategic zones," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1290-1307.
    14. Guo, Shu & Zhang, ZhongXiang, 2023. "Green credit policy and total factor productivity: Evidence from Chinese listed companies," Energy Economics, Elsevier, vol. 128(C).
    15. Ye, Fei & Ouyang, You & Li, Yina, 2023. "Digital investment and environmental performance: The mediating roles of production efficiency and green innovation," International Journal of Production Economics, Elsevier, vol. 259(C).
    16. Mertzanis, Charilaos & Marashdeh, Hazem & Houcine, Asma, 2024. "Do financing constraints affect the financial integrity of firms?," International Review of Economics & Finance, Elsevier, vol. 90(C), pages 220-240.
    17. Wang, Sai & Wen, Wen & Niu, Yuhao & Li, Xin, 2024. "Digital transformation and corporate labor investment efficiency," Emerging Markets Review, Elsevier, vol. 59(C).
    18. Wang, Ailun & Si, Lulu & Hu, Shuo, 2023. "Can the penalty mechanism of mandatory environmental regulations promote green innovation? Evidence from China's enterprise data," Energy Economics, Elsevier, vol. 125(C).
    19. Senna, Pedro P. & Bonnin Roca, Jaime & Barros, Ana C., 2023. "Overcoming barriers to manufacturing digitalization: Policies across EU countries," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    20. Guo, Xiaochuan & Li, Mengmeng & Wang, Yanlin & Mardani, Abbas, 2023. "Does digital transformation improve the firm’s performance? From the perspective of digitalization paradox and managerial myopia," Journal of Business Research, Elsevier, vol. 163(C).
    21. Liu, Baoliu & Huang, Yujie & Chen, Mengmei & Lan, Zirui, 2024. "Towards sustainability: How does the digital-real integration affect regional green development efficiency?," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 42-59.
    22. Pan, Wenrong & Xie, Tao & Wang, Zhuwang & Ma, Lisha, 2022. "Digital economy: An innovation driver for total factor productivity," Journal of Business Research, Elsevier, vol. 139(C), pages 303-311.
    23. Chen, Yang & Yang, Shengping & Li, Quan, 2022. "How does the development of digital financial inclusion affect the total factor productivity of listed companies? Evidence from China," Finance Research Letters, Elsevier, vol. 47(PB).
    24. Ding, Jian & Liu, Baoliu & Shao, Xuefeng, 2022. "Spatial effects of industrial synergistic agglomeration and regional green development efficiency: Evidence from China," Energy Economics, Elsevier, vol. 112(C).
    25. Gao, Jing & Zhang, Wanfei & Guan, Tao & Feng, Qiuhong & Mardani, Abbas, 2023. "The effect of manufacturing agent heterogeneity on enterprise innovation performance and competitive advantage in the era of digital transformation," Journal of Business Research, Elsevier, vol. 155(PA).
    26. Zhang, Runze & Li, Zhijun & Xiao, Chunqu & You, Jiwang, 2023. "New engines of economic growth: How digital currencies lead the way to growth in the era of digital economy," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1597-1617.
    27. Chen, Ximing & Yan, Yongjia & Qiu, Ji, 2024. "Can enterprise digital transformation reduce the reliance on bank credit? Evidence from China," Economic Modelling, Elsevier, vol. 132(C).
    28. Zhou, Jingyu & Liu, Weibai, 2024. "Carbon Reduction Effects of Digital Technology Transformation: Evidence from the Listed Manufacturing Firms in China," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    29. Benedetti, Ilaria & Guarini, Giulio & Laureti, Tiziana, 2023. "Digitalization in Europe: A potential driver of energy efficiency for the twin transition policy strategy," Socio-Economic Planning Sciences, Elsevier, vol. 89(C).
    30. Wang, Qingxi & Hu, An & Tian, Zhihua, 2022. "Digital transformation and electricity consumption: Evidence from the Broadband China pilot policy," Energy Economics, Elsevier, vol. 115(C).
    31. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    32. Liu, Baoliu & Cifuentes-Faura, Javier & Ding, Chante Jian & Liu, Xiaoqian, 2023. "Toward carbon neutrality: How will environmental regulatory policies affect corporate green innovation?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1006-1020.
    33. Andres, Raphaela & Niebel, Thomas & Viete, Steffen, 2024. "Do capital incentive policies support today’s digitization needs?," Telecommunications Policy, Elsevier, vol. 48(1).
    34. Cheng, Yiran & Zhou, Xiaorui & Li, Yongjian, 2023. "The effect of digital transformation on real economy enterprises’ total factor productivity," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 488-501.
    35. Kong, Dongmin & Liu, Chenhao & Ye, Wenxu, 2023. "Randomized inspection and firm's government subsidies: A natural experiment in China," China Economic Review, Elsevier, vol. 82(C).
    36. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    37. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    38. Cao, Guangyu & Liu, Chenran & Zhou, Li-An, 2023. "Suing the government under weak rule of law: Evidence from administrative litigation reform in China," Journal of Public Economics, Elsevier, vol. 222(C).
    39. Yi, Chongyan & Ma, Hong chao & Zhao, Kexu, 2024. "Impacts of digital economic transformation and green growth on trade flows of mineral resources," Resources Policy, Elsevier, vol. 90(C).
    40. Zhang, Haiyan & Dong, Shizheng, 2023. "Digital transformation and firms' total factor productivity: The role of internal control quality," Finance Research Letters, Elsevier, vol. 57(C).
    41. Zhang, Qi & Wu, Peipei & Li, Rongrong & Chen, Afei, 2024. "Digital transformation and economic growth Efficiency improvement in the Digital media era: Digitalization of industry or Digital industrialization?," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 667-677.
    42. Ye, Muqing & Zeng, Wei, 2024. "Government innovation preferences, institutional fragility, and digital economic development," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 541-555.
    43. Wu, Yizhong & Liu, Xiaoxing & Tang, Chun, 2024. "Carbon Market and corporate financing behavior-From the perspective of constraints and demand," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 873-889.
    44. Lin, Boqiang & Xie, Yongjing, 2024. "The role of venture capital in determining the total factor productivity of renewable energy enterprises: In the context of government subsidy reduction," Energy Economics, Elsevier, vol. 132(C).
    45. Zoppelletto, Alessia & Bullini Orlandi, Ludovico, 2022. "Cultural and digital collaboration infrastructures as sustainability enhancing factors: A configurational approach," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    46. Mendez-Picazo, María-Teresa & Galindo-Martin, Miguel-Angel & Perez-Pujol, Rafael-Sergio, 2024. "Direct and indirect effects of digital transformation on sustainable development in pre- and post-pandemic periods," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    47. Wen, Huwei & Wen, Changyong & Lee, Chien-Chiang, 2022. "Impact of digitalization and environmental regulation on total factor productivity," Information Economics and Policy, Elsevier, vol. 61(C).
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