Can Big Data Pilot Zones Empower the Development of New Quality Productivity?

Authors

  • Kaixin Xu
  • Yuanchun Yu

DOI:

https://doi.org/10.54097/4e8rs222

Keywords:

New Quality Productivity; Big Data; Data Factors; Digital Inclusive Finance; Green Technology Innovation.

Abstract

The development of new quality productivity (NQP) is a crucial driving force for promoting high-quality economic development, and the study of its drivers is vital for socio-economic development. Therefore, this paper examines the establishment of national big data pilot zones (BDPZs) as a quasi-natural experiment, based on the data of 284 cities in China from 2014 to 2022, using the difference-in-differences (DID) method and the mediation effect model, and empirically analyzes the impact effects and transmission channels of the establishment of BDPZs on NQP. The study finds that: (1) the establishment of BDPZs has a significant impact on improving the level of NQP in pilot zones, and the conclusion remains valid after a series of robustness tests; (2) Mechanism analysis demonstrates that the establishment of BDPZs enhances the development of NQP by advancing the development of digital inclusive finance and fostering green technological innovation; (3) Heterogeneity analysis reveals that the establishment of BDPZs helps to promote the level of NQP in key cities and non-resource cities. This study not only enriches the theoretical framework between the establishment of BDPZs and NQP, but also reinforces the positive impact of data factors on NQP, while providing significant policy implications for advancing high-quality economic development.

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References

[1] Wu, Y. C., Li, J. J., Liu, W. Can a Innovation Driven Development Strategy Boost the Cultivation of New Quality Productivity? - Empirical Test based on Continuous [J]. Studies in Science of Science, 2024,1-17.

[2] Song, G. L. The Main Direction and Institutional Guarantees of Accelerating the Cultivation of New Quality Productivity [J]. Frontiers, 2024, (03):32-38.

[3] Hu, H. B. Theoretical Logic and Practical Approach of General Secretary Xi Jin-ping’s Important Discussion on New Qualitative Productivity [J]. Economist, 2023, (12): 16-25.

[4] Yang, J., Li, X. M., Huang, S. J. Big Data, Technical Progress and Economic Growth: An Endogenous Growth Theory Introducing Data as Production Factors [J]. Economic Research Journal, 2022,57(04):103-119.

[5] Xu, L., Hou, L. Q., Cheng, G. B. Innovation Effect of National Big Data Comprehensive Pilot Zone [J]. Science & Technology Progress and Policy, 2022,39(20):101-111.

[6] Feng, Y. Q., Lin, H. F. Data Elements Enabling New Quality Productivity: Theoretical Logic and Practical Approach [J]. Economist, 2024, (05): 15-24.

[7] Li, Z., Liao, X. D. The Theoretical, Historical, and Realistic “Triple” Logics of Developing “New Quality Productivity” [J]. China Review of Political Economy, 2023,14(06):146-159.

[8] Du, C. Z., Shu, S, Li, Z. H. Mechanism and Path of New Quality Productivity in Promoting High-Quality Economic Development [J]. Economic Review Journal, 2023, (12): 20-28.

[9] Zhou, W., Xu, L. Y. On New Quality Productivity: Connotative Characteristics and Important Focus [J]. Reform, 2023, (10):1-13.

[10] Wang, G. C., Cheng, Z. F. New Quality Productivity and Basic Economic Modal Transformation [J]. Modern Economic Science,2024,46(03):71-79.

[11] Sheng, C. X. Formation Conditions and Cultivation Paths of New Quality Productivity [J]. Economic Review Journal, 2024, (02):31-40.

[12] Hong, Y. X. New Quality Productivity and Its Cultivation and Development [J]. Economic Perspectives, 2024, (01):3-11.

[13] Wei, W. Q., Ye, Q. Z., Chen, Y. Z. Institutional Deregulation, Digital Innovation Ecosystem and New Quality Productivity: Evidence from the Big Data Institution Reform [J]. Soft Science, 2024,1-24.

[14] Wu, X. F., Duan, B. J. Industrial Internet Construction and new quality productivity development [J]. Soft Science, 2025, 1-6.

[15] Xu, Y. S., Wang, R. X., Zhang, S. F. Digital Economy, Green Innovation Efficiency, and New Quality Productive Forces: Empirical Evidence from Chinese Provincial Panel Data [J]. Sustainability,2025,17(2):633.

[16] Yuan, T. R., Zhang, P. W., Liu, R. Data Factor Sharing and New Quality Productivity: Analysis of Mechanisms Based on Efficient Market and Active Government [J]. Economy and Management, 2025,39(02):1-11.

[17] Yao, L., Li, A. Y., & Yan, E. W. Research on digital infrastructure construction empowering new quality productivity [J]. Sci Rep,2025,15:6645.

[18] Gao, X. T., Yan, X. W., Song, S., Xu, N. The Impact and Mechanism of New-Type Urbanization on New Quality Productive Forces: Empirical Evidence from China [J]. Sustainability,2025,17(1):353.

[19] Zhang, H., Yi, J. B., Xu, J. X. How does digital transformation affect urban innovation: Empirical evidence from the national big data pilot zone [J]. Studies in Science of Science, 2023, 41(08): 1484-1494.

[20] Ren, Y. H., Liu, Y. Z., Hu, Z. Y., Li, H. T. Impact of big data development and intellectual property protection on corporate green technology innovation [J]. China Population, Resources and Environment, 2023,33(07):157-167.

[21] Liu, S. H., Xiao, D. H. Can Big Data Comprehensive Pilot Zone Promote Low-Carbon Urban Development? Evidence from China [J]. Sustainability, 2025,17(1):97.

[22] Shen, X. B., Wang, Z. C. Can digital industrialization promote energy conservation development in China? Empirical evidence based on national big data comprehensive pilot zone policy [J]. Journal of Environmental Management, 2024, 368:122125.

[23] Yang, C. H. Digital economy drives regional industrial structure upgrading: Empirical evidence from China’s comprehensive big data pilot zone policy [J]. PLOS ONE, 2023, 18(12): e0295609.

[24] Wei, L. L., Xiu, H. Y., Hou, Y. Q. Research on the impact of digital economy on urban industrial ecology: A quasi-natural experiment based on the national Big Data comprehensive pilot zone [J]. Urban Problems, 2022, (11):34-42.

[25] Shi, D., Sun, G. L. Influence Mechanism of Big Data Development on the Total Factor Productivity of Manufacturing Enterprises [J]. Finance & Trade Economics, 2022, 43(09):85-100.

[26] Lyu, Y. W., Xiao, X., Zhang, J. N. Does the digital economy enhance green total factor productivity in China? The evidence from a national big data comprehensive pilot zone [J]. Structural Change and Economic Dynamics, 2024, 69:183-196.

[27] Wang, H. Z., Hao, Y. L., Fu, Q. Data factor agglomeration and urban green finance: A quasi-natural experiment based on the National Big Data Comprehensive Pilot Zone [J]. International Review of Financial Analysis, 2024,96(PB):103732.

[28] Li, X. L., Yang, X. Y., Liu, M. Y. How does the agglomeration of data elements affect the development of digital inclusive finance? - From the Dual Perspectives of Innovation Effect and Talent Effect [J]. Wuhan Finance, 2024, (09):3-13.

[29] Su, J. Q., Tang, S. Y., Zhang, Y. Y. Does National-level Comprehensive Pilot Zone of Big Data Promote Regional High-Quality Economic Development: An Empirical Study Based on Natural Experiment [J]. Modern Finance and Economics-Journal of Tianjin University of Finance and Economics, 2023,43(10):56-73.

[30] Zhang, Y. Z., Wang, J. Y., Liu, Y. K., Zhao, J. The Impact of the Digital Economy on Urban Ecological Resilience: Empirical Evidence from China’s Comprehensive Big Data Pilot Zone Policy [J]. Sustainability,2024,16(9):3611.

[31] Zhang, M. D., Li, X. S. Research on Big Data Construction Empowering Development of Digital Inclusive Finance: Based on the Quasi-natural Experiment of “National Big Data Comprehensive Pilot Zone” [J]. Journal of Business Economics, 2024, (04):66-82.

[32] Sun, W. Z., Mao, N., Lan, F. Wang, L. Policy Empowerment, Digital Ecosystem and Enterprise Digital Transformation: A Quasi Natural Experiment Based on the National Big Data Comprehensive Experimental Zone [J]. China Industrial Economics, 2023, (09):117-135.

[33] Qiu, Z. X., Zhou, Y. H. Development of Digital Economy and Regional Total Factor Productivity: An Analysis Based on National Big Data Comprehensive Pilot Zone [J]. Journal of Finance and Economics, 2021,47(07):4-17.

[34] Song, J., Zhang, J. C., Pan, Y. Research on the Impact of ESG Development on New Quality Productive Forces of Enterprises - Empirical Evidence from Chinese A-share Listed Companies [J]. Contemporary Economic Management, 2024,46(06):1-11.

[35] Chang, H. L., Jin, B., Xue, F. Impact of Big Data Strategy on Carbon Emissions from Electricity Consumption - A Quasi-natural Experiment from National Big Data Comprehensive Pilot Area [J]. Research on Economics and Management, 023,44(05):93-109.

[36] Guo, F., Wang, J. Y., Wang, F. Kong, T., Zhang, X. Cheng, Z. Y. Measuring China’s Digital Financial Inclusion: Index Compilation and Spatial Characteristics [J]. China Economic Quarterly, 2020,19(04):1401-1418.

[37] Zhang, X., Wan, G. H., Zhang, J. J. He, Z. Y. Digital Economy, Financial Inclusion, and Inclusive Growth [J]. Economic Research Journal, 2019,54(08):71-86.

[38] Wan, J. Y., Zhou, Q., Xiao, Y. Digital Finance,Financial Constraint and Enterprise Innovation [J]. Economic Review, 2020, (01):71-83.

[39] Sun, X. Z., Li, Y., Gao, Y. C. Digital Inclusive Financial Development and Enterprise New Quality Productivity Forces [J]. Lanzhou Academic Journal, 2024, (07):54-67.

[40] Huang, J. W., Li, Y. H. Green Innovation and Performance: The View of Organizational Capability and Social Reciprocity [J]. Journal of Business Ethics,2017,145:309-324.

[41] Xu, J. W., Chen, Z. X. The Effect of Green Technology Innovation on Carbon Emission: An Analysis Based on Nonlinear Mediating Effects and Moderating Effects [J]. Science & Technology Progress and Policy, 2024,41(08):22-32.

[42] Wang, W., Zhang, H. G., Sun, Z. Y., Wang, L. H., Zhao, J. Y. Wu, F. Z. Can digital policy improve corporate sustainability? Empirical evidence from China’s national comprehensive big data pilot zones [J]. Telecommunications Policy, 2023, 47(9): 102617.

[43] Lu, J., Wang, X. N. Practical basis and implementation path of fostering new quality productive forces in line with local conditions: Empirical evidence from nine urban agglomerations in western China [J]. Journal of Chongqing University (Social Science Edition), 2024,30(05):13-28.

[44] Lu, J., Guo, Z. A. New Quality Productivity in Municipal Areas: Level Measurement, Spatial and Temporal Evolution, and Influencing Factors - A Study Based on Panel Data of 277 Cities Across China from 2012 to 2021 [J]. Social Science Journal, 2024, (04):124-133.

[45] Jiang, J. H., Huang, S. Influence of New Trade Forms on Green Technology Innovation: Based on the Evidence of Cross-border E-commerce Comprehensive Pilot Area Policy [J]. Journal of Quantitative & Technological Economics, 2024,41(12):133-154.

[46] Lang, Y. K., Fan, B. N., Huang, S. Q. The Path of Influence of the Digital Economy on New-type Productivity and Its Policy Effects - From the Perspective of Industrial Ecology [J]. Social Scientist, 2024, (04):107-116.

[47] Yan, X. L., He, T. Y., Qian, P. C., Liu, Z. W. Does the construction of Pilot Free Trade Zones promote the development of green economy?-A quasi-natural experiment evidence from China [J]. Economic Analysis and Policy, 2024,81:208-224.

[48] Yue, W., Xu, J. Y., Ni, C. C. Does the Establishment of Pilot Free Trade Zones Improve the Firms’ Markups? [J]. Statistical Research, 2024,41(09):126-137.

[49] Zhang, K., Kou, Z. X., Zhu, P. H., Qian, X. Y. Yang, Y. Z. How does AI affect urban carbon emissions? Quasi-experimental evidence from China’s AI innovation and development pilot zones [J]. Economic Analysis and Policy,2025,85:426-447.

[50] Hou, L. Q., Cheng, G. B., Wang, Y. L. How the National Big Data Comprehensive Pilot Zone Enables Enterprises to Make Digital Transformation [J]. Science & Technology Progress and Policy, 2023,40(21):45-55.

[51] Pan, A., Cao, X. K. Pilot free trade zones and low-carbon innovation: Evidence from listed companies in China [J]. Energy Economics, 2024, 136:107752-107752.

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Published

20-06-2025

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How to Cite

Xu, K., & Yu, Y. (2025). Can Big Data Pilot Zones Empower the Development of New Quality Productivity?. International Journal of Education and Social Development, 3(2), 9-19. https://doi.org/10.54097/4e8rs222