Time Preference, Perceived Value, and Farmers’ Adoption of Biopesticides

Green agricultural technologies play a vital role in enhancing ecological quality, and biopesticides, as a key component, can reduce chemical pollution while improving soil health. Drawing on micro-level survey data from farmers in Sichuan Province, China, this study employs an ordered probit model to assess the effect of farmers’ time preferences on their willingness to adopt biopesticides. It examines the underlying mechanisms through the lens of perceived value theory. The results indicate that farmers with a stronger orientation toward future returns are significantly more likely to adopt. Time preference influences adoption decisions by shaping the perceived value of biopesticides in terms of ecological improvement, intergenerational health protection, and food safety assurance, with mediating effects accounting for 22.90%, 57.18%, and 26.14% of the total effect, respectively. Heterogeneity analysis shows that the influence of time preference is weaker among farmers with higher educational attainment, and that larger cultivated areas further attenuate its impact on large-scale farmers’ adoption willingness. These findings provide micro-level evidence and targeted policy insights to foster the adoption of green agricultural technologies.

Authors

Institutions

Publication Details

Journal
Sustainability
Published
2025-12-03
DOI
https://doi.org/10.3390/su172310851
Citations
3
Primary Topic
Psychological and Temporal Perspectives Research
Type
article
Field-Weighted Citation Impact
6.35

Funders

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

Time Preference, Perceived Value, and Farmers’ Adoption of Biopesticides

Yu Yan, Chang Xu
3 citations
Sustainability
Psychological and Temporal Perspectives Research
6.35
article

Time Preference, Perceived Value, and Farmers’ Adoption of Biopesticides

Yu Yan, Chang Xu
article en
3 citations

Abstract

Green agricultural technologies play a vital role in enhancing ecological quality, and biopesticides, as a key component, can reduce chemical pollution while improving soil health. Drawing on micro-level survey data from farmers in Sichuan Province, China, this study employs an ordered probit model to assess the effect of farmers’ time preferences on their willingness to adopt biopesticides. It examines the underlying mechanisms through the lens of perceived value theory. The results indicate that farmers with a stronger orientation toward future returns are significantly more likely to adopt. Time preference influences adoption decisions by shaping the perceived value of biopesticides in terms of ecological improvement, intergenerational health protection, and food safety assurance, with mediating effects accounting for 22.90%, 57.18%, and 26.14% of the total effect, respectively. Heterogeneity analysis shows that the influence of time preference is weaker among farmers with higher educational attainment, and that larger cultivated areas further attenuate its impact on large-scale farmers’ adoption willingness. These findings provide micro-level evidence and targeted policy insights to foster the adoption of green agricultural technologies.

SustainabilityVol. 17(23)
Southwestern University of Finance and Economics (CN)
Southwestern University of Finance and Economics
Openalex Percentile: Top 3%
Psychological and Temporal Perspectives Research
6.35
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.

Time Preference, Perceived Value, and Farmers’ Adoption of Biopesticides — Yu Yan, Chang Xu · Sustainability (2025) | TGRS Research Map | TGRS