Impact of Agricultural Product Circulation Efficiency on Contract Farming Coverage and Regional Differences: Evidence from China

Based on the “three-dimensional” perspective of modern circulation theory, this study constructs an index system for evaluating the circulation efficiency of agricultural products. The circulation efficiency index values are computed from panel data from 2015 to 2022 in China, and regression estimation is applied to estimate their impact on contract farming coverage. The findings reveal that the circulation efficiency of agricultural products has a significant driving effect on the development of contract farming, and the key mechanism lies in logistics efficiency. Moreover, its impact exhibits regional heterogeneity. Accordingly, we propose policy recommendations to improve contract farming coverage.

Authors

Institutions

Publication Details

Journal
Sustainability
Published
2025-12-02
DOI
https://doi.org/10.3390/su172310792
Citations
1
Primary Topic
Efficiency Analysis Using DEA
Type
article
Field-Weighted Citation Impact
2.11
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Impact of Agricultural Product Circulation Efficiency on Contract Farming Coverage and Regional Differences: Evidence from China

Tingting Liu, Zhihong Shen
1 citations
Sustainability
Efficiency Analysis Using DEA
2.11
article

Impact of Agricultural Product Circulation Efficiency on Contract Farming Coverage and Regional Differences: Evidence from China

Tingting Liu, Zhihong Shen
article en
1 citations

Abstract

Based on the “three-dimensional” perspective of modern circulation theory, this study constructs an index system for evaluating the circulation efficiency of agricultural products. The circulation efficiency index values are computed from panel data from 2015 to 2022 in China, and regression estimation is applied to estimate their impact on contract farming coverage. The findings reveal that the circulation efficiency of agricultural products has a significant driving effect on the development of contract farming, and the key mechanism lies in logistics efficiency. Moreover, its impact exhibits regional heterogeneity. Accordingly, we propose policy recommendations to improve contract farming coverage.

SustainabilityVol. 17(23)
Jiangsu University of Science and Technology (CN)
Openalex Percentile: Top 9%
Efficiency Analysis Using DEA
2.11
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.