Can internet use promote farmers’ diversity in green production technology adoption? Empirical evidence from rural China

Agricultural non-point source pollution significantly threatens global ecosystems and sustainable agricultural development. Adopting diversified green production technologies is recognized as a key approach to mitigating agricultural pollution and promoting sustainability. Internet use (IU) has become essential for promoting farmers’ diversity in green production technology adoption (DIGPTA) and mitigating agricultural non-point source pollution. Although many studies have analyzed the impact of IU on agricultural green production technologies, the relationship between IU and farmers’ DIGPTA remains poorly understood. In particular, the mechanism by which IU influences farmers’ DIGPTA remains unclear. Based on the micro-survey data from the China Land Economy Survey (CLES) conducted between 2020 and 2022, this study employs the IV-Tobit model to investigate how IU affects farmers’ DIGPTA and its underlying mechanisms. The findings indicate that: (1) IU is significantly correlated with farmers’ DIGPTA. Farmers’ DIGPTA increases by 53.10% as IU increases by one unit. (2) When grouped by generational differences, IU substantially influences the DIGPTA of new-generation farmers. (3) IU enhances farmers’ DIGPTA by influencing their decision-making preferences, environmental awareness, and diversification risk perception. The mediating effects of decision-making preferences, environmental awareness, and diversification risk perception on farmers’ DIGPTA are 11.90%, 6.79%, and 16.84%, respectively. These findings have important implications for addressing agricultural non-point source pollution and promoting sustainable agricultural development.

Authors

Institutions

Publication Details

Journal
Humanities and Social Sciences Communications
Published
2025-04-04
DOI
https://doi.org/10.1057/s41599-025-04803-1
Citations
5
Primary Topic
Agricultural Innovations and Practices
Type
article
Field-Weighted Citation Impact
24.16

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Can internet use promote farmers’ diversity in green production technology adoption? Empirical evidence from rural China

Jialan Zhang, Xin Deng, Kuan Zhang, Ludan Zhang
5 citations
Humanities and Social Sciences Communications
Agricultural Innovations and Practices
24.16
article

Can internet use promote farmers’ diversity in green production technology adoption? Empirical evidence from rural China

Jialan Zhang, Xin Deng, Kuan Zhang, Ludan Zhang
article en
5 citations

Abstract

Agricultural non-point source pollution significantly threatens global ecosystems and sustainable agricultural development. Adopting diversified green production technologies is recognized as a key approach to mitigating agricultural pollution and promoting sustainability. Internet use (IU) has become essential for promoting farmers’ diversity in green production technology adoption (DIGPTA) and mitigating agricultural non-point source pollution. Although many studies have analyzed the impact of IU on agricultural green production technologies, the relationship between IU and farmers’ DIGPTA remains poorly understood. In particular, the mechanism by which IU influences farmers’ DIGPTA remains unclear. Based on the micro-survey data from the China Land Economy Survey (CLES) conducted between 2020 and 2022, this study employs the IV-Tobit model to investigate how IU affects farmers’ DIGPTA and its underlying mechanisms. The findings indicate that: (1) IU is significantly correlated with farmers’ DIGPTA. Farmers’ DIGPTA increases by 53.10% as IU increases by one unit. (2) When grouped by generational differences, IU substantially influences the DIGPTA of new-generation farmers. (3) IU enhances farmers’ DIGPTA by influencing their decision-making preferences, environmental awareness, and diversification risk perception. The mediating effects of decision-making preferences, environmental awareness, and diversification risk perception on farmers’ DIGPTA are 11.90%, 6.79%, and 16.84%, respectively. These findings have important implications for addressing agricultural non-point source pollution and promoting sustainable agricultural development.

Humanities and Social Sciences CommunicationsVol. 12(1)
Sichuan Agricultural University (CN)
National Office for Philosophy and Social Sciences
Zero hunger
Openalex Percentile: Top 1%
Agricultural Innovations and Practices
24.16
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.