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Digital economy and high-quality agricultural development

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  • Ye, Lin

Abstract

Despite the growing recognition of digital transformation in agriculture, scholarly understanding remains fragmented regarding the precise mechanisms through which digital technologies contribute to high-quality agricultural development. Prior research predominantly examines isolated digital applications or technological diffusion patterns while neglecting comprehensive analytical frameworks that integrate multidimensional impacts across diverse agricultural contexts. This knowledge gap hampers evidence-based policymaking for agricultural modernization in the digital era, particularly within heterogeneous development landscapes. Herein, we examine the relationship between digital economy and high-quality agricultural development utilizing provincial panel data from China (2010–2022), constructing a sophisticated evaluation system incorporating 21 indicators across five dimensions: innovation capacity, coordination efficiency, environmental sustainability, external openness, and shared prosperity. Our methodological approach combines fixed-effects models with instrumental variables, propensity score matching, and Heckman selection techniques to establish robust causal relationships, revealing three distinct transmission pathways: agricultural technology innovation enhances technological capabilities, human capital development facilitates knowledge accumulation, and industrial structure optimization promotes sectoral advancement. Our heterogeneity analysis demonstrates asymmetric patterns wherein digital economy exerts more profound influence in Central-Western regions compared to Eastern provinces, while economically advanced areas derive greater agricultural benefits from digital transformation than less developed regions. These findings advance the theoretical discourse on agricultural modernization by illuminating context-dependent digital transformation effects and provide nuanced policy guidance emphasizing differentiated regional strategies, targeted capacity-building initiatives, and integrated policy frameworks that accommodate China's diverse economic landscape.

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  • Ye, Lin, 2025. "Digital economy and high-quality agricultural development," International Review of Economics & Finance, Elsevier, vol. 99(C).
    • Handle: RePEc:eee:reveco:v:99:y:2025:i:c:s1059056025001911
    DOI: 10.1016/j.iref.2025.104028
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    1. Howard Pack, 1994. "Endogenous Growth Theory: Intellectual Appeal and Empirical Shortcomings," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 55-72, Winter.
    2. Chaudhuri, Atanu & Subramanian, Nachiappan & Dora, Manoj, 2022. "Circular economy and digital capabilities of SMEs for providing value to customers: Combined resource-based view and ambidexterity perspective," Journal of Business Research, Elsevier, vol. 142(C), pages 32-44.
    3. Dai, Jiapeng & Mehmood, Usman & Nassani, Abdelmohsen A., 2025. "Empowering sustainability through energy efficiency, green innovations, and the sharing economy: Insights from G7 economies," Energy, Elsevier, vol. 318(C).
    4. Cheong, Tsun Se & Wu, Yanrui, 2014. "The impacts of structural transformation and industrial upgrading on regional inequality in China," China Economic Review, Elsevier, vol. 31(C), pages 339-350.
    5. Dai, Jiapeng, 2025. "Is policy pilot a viable path to sustainable development? Attention allocation perspective," International Review of Financial Analysis, Elsevier, vol. 98(C).
    6. Gong, Qinyi & Ying, Limeng & Dai, Jiapeng, 2023. "Green finance and energy natural resources nexus with economic performance: A novel evidence from China," Resources Policy, Elsevier, vol. 84(C).
    7. Chang, Qing & Wu, Mengtao & Zhang, Longtian, 2024. "Endogenous growth and human capital accumulation in a data economy," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 298-312.
    8. Dongyang Zhang & Xinxin Ma & Jun Zhang & Quheng Deng, 2020. "Can Consumption Drive Industrial Upgrades? Evidence from Chinese Household and Firm Matching Data," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(2), pages 409-426, January.
    9. Dong Guo & Lin Li & Lu Qiao & Fengyu Qi, 2023. "Digital economy and consumption upgrading: scale effect or structure effect?," Economic Change and Restructuring, Springer, vol. 56(6), pages 4713-4744, December.
    10. Hanjin Li & Yang Shi & Jianxin Zhang & Zhenkun Zhang & Zhaosen Zhang & Maogang Gong, 2023. "Digital inclusive finance & the high-quality agricultural development: Prevalence of regional heterogeneity in rural China," PLOS ONE, Public Library of Science, vol. 18(3), pages 1-24, March.
    11. Li Lin & Tianyu Gu & Yi Shi, 2024. "The Influence of New Quality Productive Forces on High-Quality Agricultural Development in China: Mechanisms and Empirical Testing," Agriculture, MDPI, vol. 14(7), pages 1-19, June.
    12. Sunding, David & Zilberman, David, 2001. "The agricultural innovation process: Research and technology adoption in a changing agricultural sector," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 4, pages 207-261, Elsevier.
    13. Mingjia Chi & Qinyang Guo & Lincheng Mi & Guofeng Wang & Weiming Song, 2022. "Spatial Distribution of Agricultural Eco-Efficiency and Agriculture High-Quality Development in China," Land, MDPI, vol. 11(5), pages 1-15, May.
    14. Zhang, Dongyang & Bai, Dingchuan & Wang, Cao & He, Yurun, 2024. "Distribution dynamics and quantile dynamic convergence of the digital economy: Prefecture-level evidence in China," International Review of Financial Analysis, Elsevier, vol. 95(PA).
    15. Xufeng Cui & Ting Cai & Wei Deng & Rui Zheng & Yuehua Jiang & Hongjie Bao, 2022. "Indicators for Evaluating High-Quality Agricultural Development: Empirical Study from Yangtze River Economic Belt, China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(3), pages 1101-1127, December.
    16. Zhang, Qiming & Zhao, Xuan, 2024. "Can the digital economy facilitate the optimization of industrial structure in resource-based cities?," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 405-416.
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    1. Suchang Yang & Shi Qiu & Jiawei Cao & Zhenhua Zhang, 2025. "The Influencing Mechanism and Spatial Effect of the Digital Economy on Agricultural Carbon Emissions," Sustainability, MDPI, vol. 17(9), pages 1-26, April.
    2. Yuan Sun & Yiwei Ren, 2025. "Impact of the Pilot Policy for Migrant Workers’ Return Entrepreneurship on High-Quality Agricultural Development in the Context of Rural Revitalization," Sustainability, MDPI, vol. 17(7), pages 1-19, April.

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