Symbiotic relationship and attribution analysis of digitalization in agriculture, rural, and finance: evidence from China DOI Creative Commons
Xiaojuan Yang, Kai Liu, Weiwei Li

et al.

Frontiers in Sustainable Food Systems, Journal Year: 2025, Volume and Issue: 9

Published: April 1, 2025

There is a close symbiotic relationship among digital finance, rural and agriculture. The three promote influence each other to jointly drive revitalization agricultural modernization. Using panel data from 30 provinces in China spanning 2015 2021, this paper quantitatively analyzes the dynamic characteristics, spatial patterns, driving mechanisms of agriculture, their relationships through coupling coordination degree model (CCDM) geographically temporally weighted regression (GTWR). study shows that between finance dominated by coordinate quasi relationship. evolution indices diversified, with emergence variety patterns such as continuously declining, fluctuating upward, relatively stable, L-shaped, inverted U-shaped, W-shaped, V-shaped, tilted Z-shaped, M-shaped, its changes exhibit significant variability, agglomeration correlation. mechanism complicated, nature intensity factors are regional time-varying. Except for fiscal self-sufficiency rate, which plays long-term positive promotion role, most exert mixed effects (both promoting negative inhibitory). For reason, it recommended government should change trend management, balancing weak strong interventions. And also accelerate transformation development policies toward policies, scientifically delineate geographical zones, establish alliances, enable leading regions demonstrate exemplary value, while helping assisting those underdeveloped quickly achieve breakthrough areas distinctive advantages. In addition, design digitalization policy portfolio according mechanism, focusing on synergistic key factors.

Language: Английский

Digitalization Drives the Green Transformation of Agriculture-Related Enterprises: A Case Study of A-Share Agriculture-Related Listed Companies DOI Creative Commons

Yue Yuan,

Xiaoyang Guo, Yang Shen

et al.

Agriculture, Journal Year: 2024, Volume and Issue: 14(8), P. 1308 - 1308

Published: Aug. 7, 2024

The advent of new digital technologies has catalyzed a disruptive technological revolution, fostering significant industrial changes and advancing the green transformation economy society. This paper investigates influence digitization on agribusiness firms, focusing agriculture-related companies listed Shanghai Shenzhen A-share markets from 2013 to 2021. Employing fixed-effect mediated-effect models, study examines mechanisms through which impacts these enterprises. findings indicate that relationship between in is non-linear; certain threshold must be achieved before it positively affects transformation. effect varies according nature business ownership, company size, supply chain flexibility, regional environmental regulations. reveals influences several promote economies scale, innovation, structural adjustments. While scale derived do not directly support transformation, they facilitate innovation adjustments enhance initiatives agribusiness.

Language: Английский

Citations

5
Impact of Digital Literacy on Farmers’ Adoption Behaviors of Green Production Technologies DOI Creative Commons

Haoyuan Liu,

Zhe Chen,

S. P. Wen

et al.

Agriculture, Journal Year: 2025, Volume and Issue: 15(3), P. 303 - 303

Published: Jan. 30, 2025

The application of digital technology offers new opportunities to promote the green transformation and upgrading agriculture. Farmers’ literacy, as a critical link between agricultural development, significantly influences their production decisions. Whether literacy serves an enabling factor driving farmers’ adoption technologies warrants further exploration. This paper uses entropy method measure levels employs Probit model for empirical analysis survey data from 643 farmers in Shandong Shaanxi provinces, examining how technologies. baseline regression result indicates that can increase A mechanism reveals enhanced promotes through three pathways: enhancing risk perception, expanding social capital, strengthening effectiveness promotion. Heterogeneity demonstrates improved enhances four technologies—water-saving irrigation, pest control, pollution-free pesticide, straw return fields—and exerts stronger impact on large-scale middle-generation farmers. Accordingly, this study suggests improving village infrastructure, comprehensively, formulating differentiated extension policies.

Language: Английский

Citations

0
Study on Farmers’ Employment Transformation and the Realization of Common Wealth under Digital Rural Construction DOI Open Access
Jingyu Chen

Applied Mathematics and Nonlinear Sciences, Journal Year: 2025, Volume and Issue: 10(1)

Published: Jan. 1, 2025

Abstract The rapid development of information technology has made digitalization an important force in promoting the rural construction. study analyzes intrinsic connection between digital construction, farmers’ employment transformation, and common good. It is proposed that H1: construction can directly promote wealth, H2: promotes wealth through transition, benchmark model mediated effect are constructed to verify two related hypotheses. Using gray correlation analysis variables, coefficients with prosperity transformation 0.888 0.892 respectively, which highly correlated. Constructing shows coefficient village 0.1172 significant at 1% level, confirms hypothesis H1.The mediation accounts for 19%, verifies H2.Heterogeneity indicates there regional heterogeneity on level. path combination institutional reform, policy support, vocational skill improvement.

Language: Английский

Citations

0
Symbiotic relationship and attribution analysis of digitalization in agriculture, rural, and finance: evidence from China DOI Creative Commons
Xiaojuan Yang, Kai Liu, Weiwei Li

et al.

Frontiers in Sustainable Food Systems, Journal Year: 2025, Volume and Issue: 9

Published: April 1, 2025

There is a close symbiotic relationship among digital finance, rural and agriculture. The three promote influence each other to jointly drive revitalization agricultural modernization. Using panel data from 30 provinces in China spanning 2015 2021, this paper quantitatively analyzes the dynamic characteristics, spatial patterns, driving mechanisms of agriculture, their relationships through coupling coordination degree model (CCDM) geographically temporally weighted regression (GTWR). study shows that between finance dominated by coordinate quasi relationship. evolution indices diversified, with emergence variety patterns such as continuously declining, fluctuating upward, relatively stable, L-shaped, inverted U-shaped, W-shaped, V-shaped, tilted Z-shaped, M-shaped, its changes exhibit significant variability, agglomeration correlation. mechanism complicated, nature intensity factors are regional time-varying. Except for fiscal self-sufficiency rate, which plays long-term positive promotion role, most exert mixed effects (both promoting negative inhibitory). For reason, it recommended government should change trend management, balancing weak strong interventions. And also accelerate transformation development policies toward policies, scientifically delineate geographical zones, establish alliances, enable leading regions demonstrate exemplary value, while helping assisting those underdeveloped quickly achieve breakthrough areas distinctive advantages. In addition, design digitalization policy portfolio according mechanism, focusing on synergistic key factors.

Language: Английский

Citations

0