Research on the Impact of Data Factor Marketization Allocation on Agricultural Total Factor Productivity

Jierui Zhu

doi:10.54691/a8dv1v45

Authors

Jierui Zhu

DOI:

https://doi.org/10.54691/a8dv1v45

Keywords:

Market-oriented Allocation of Data Elements; Agricultural Total Factor Productivity; Digital Talent Gathering.

Abstract

In the era of digital economy deeply enabling the real economy, the market-oriented allocation of data elements has become the key path to promote the improvement of agricultural total factor productivity. This paper selects the panel data of 30 provinces in China from 2010 to 2024 as the research data, introduces the two-way fixed effect model for benchmark regression, and explores the impact of data factor marketization on agricultural total factor productivity, and supports the results through robustness test and time heterogeneity test. At the same time, this paper empirically analyzes the regulatory effect of digital talent aggregation, measures the impact of digital talent aggregation on agricultural total factor productivity, and tests the regional heterogeneity. Finally, the empirical test results are summarized.

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References

[1] Zhong Shuaikang. Research on the impact of digital economy on agricultural green production efficiency [D]. Zhengzhou: Henan University of technology, 2024.

[2] Wang Xiaodan, Shi Yutang, Liu Da. Research on the impact of marketization of data elements on log real integration -- a quasi natural experiment based on the establishment of data trading platform [J]. Journal of Guangdong University of Finance and economics, 2024,39 (02): 44-58.

[3] Zhou Zifan. Research on the impact of data element marketization on manufacturing gtfp [D]. Central South University of economics and law, 2023.

[4] Zhang Xiaohui. Research on measurement and influencing factors of marketization allocation level of data elements [D]. Guizhou University, 2024.

[5] Chen Zhou, Zheng Qiang, wuzhisong. The dilemma and solution of data trading platform construction in China [J]. Reform, 2022 (2): 7642.87.

[6] Huang Shiwang, Wang Zhichao, Qiu Wenyan. Research on the impact of digital Inclusive Finance on agricultural total factor productivity in Fujian Province [J]. Smart agriculture guide, 2025,5 (04): 40-43.

[7] Xu Junjie, Yu Miao, Han Honghua. Spatial pattern evolution, driving factors and promotion strategies of agricultural total factor productivity -- a case study of Yangzhou [J]. modern agricultural research, 2024,30 (09): 32-35.

[8] Han Guanghe, Jiang Feng, Wang Yin. Research on the impact of agricultural socialized services on agricultural total factor productivity in Heilongjiang Province [J]. Zhejiang agricultural science, 2025,66 (01): 243-250.

[9] Ye Taotao, Hua Yanling. Research on the impact of rural population aging on agricultural total factor productivity [J]. Agriculture and technology, 2024,44 (20): 159-164.

[10] Xu Xuchu, Yang Wei, Wu Bin. Multiple paths for rural digital economy to enhance agricultural total factor productivity -- Configuration Analysis Based on county level data in Zhejiang Province [J]. China rural economy, 2024, (10): 84-103.

[11] Bai Xiaofan. Research on the impact of agricultural and rural digitalization on agricultural total factor productivity [J]. Productivity research, 2024, (12): 63-67.

[12] Li Ling. Thinking on digital transformation of rural governance enabled by new productivity [J].Shanxi agricultural economy, 2026, (05):140-142.

[13] Yuan Jiawei. Research on the impact of digital Inclusive Finance on agricultural total factor productivity in the Yellow River Basin [J]. Anhui Agricultural Science, 2024,52 (21): 197-202.

[14] Guo Mengting. Research on the promotion of agricultural total factor productivity enabled by digital Inclusive Finance in Mountainous Counties -- a case study of 26 mountainous counties in Zhejiang Province [J]. Journal of Zhejiang agriculture, 2024,36 (09): 2155-2169.

[15] Qian Li, Zhao Tingting, Fang Yuyao. Data factors driving agricultural new quality productivity: mechanism and empirical test [J]. Journal of Northeast Agricultural University (Social Science Edition), 2025,23 (01): 1-12.

[16] Xu Ye, Wang Zhichao. Data element marketization construction and enterprise digital transformation -- quasi natural experiment based on data trading platform [J].Soft science, 2024,38 (09): 24-29+39.

[17] Song Yang. Research on the mechanism of digital economy enabling high quality development -- Based on the theoretical framework of human capital [J]. Guizhou Social Sciences, 2023 (10).

[18] Yu Xinyuan, Peng Shangui. Spatio temporal impact of the integration of three industries on agricultural total factor productivity [J/OL]. Agricultural resources and Regionalization in China, 1-16 [2026-04-27] https://link.cnki.net/urlid/11.3513.S.20251021.1431.030.