Outsourcing Agricultural Services and Risk Reduction in Smallholder Rice Farming: Evidence From China and Global Implications

ABSTRACT Smallholder farmers in developing countries face the twin challenges of improving productivity and managing agricultural risks. One emerging response is outsourcing production tasks to specialized service providers. Using plot‐level data from rice farms in Jiangsu Province, China, and an endogenous treatment‐regression model, this study examines the effects of outsourcing on yields and production risks. Results show that outsourcing increases rice yields by nearly 3%, reduces yield volatility, and lowers the probability of crop failure. These benefits arise from greater access to mechanized services, the substitution of machinery for labor, and more efficient use of inputs. However, outcomes vary by type: machinery‐intensive outsourcing reduces risk, whereas labor‐intensive outsourcing can exacerbate it in weak service markets. Gains are greatest on larger and more fertile plots, underscoring the importance of policies that support mechanization and competitive service markets.

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Publication Details

Journal
Applied Economic Perspectives and Policy
Published
2026-06-12
DOI
https://doi.org/10.1002/aepp.70096
Primary Topic
Agricultural risk and resilience
Type
article
Field-Weighted Citation Impact
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article

Outsourcing Agricultural Services and Risk Reduction in Smallholder Rice Farming: Evidence From China and Global Implications

J Zhang, Ashok K. Mishra, Awais Jabbar, Gaoli Zhu
Applied Economic Perspectives and Policy
Agricultural risk and resilience
article

Outsourcing Agricultural Services and Risk Reduction in Smallholder Rice Farming: Evidence From China and Global Implications

J Zhang, Ashok K. Mishra, Awais Jabbar, Gaoli Zhu
article en

Abstract

ABSTRACT Smallholder farmers in developing countries face the twin challenges of improving productivity and managing agricultural risks. One emerging response is outsourcing production tasks to specialized service providers. Using plot‐level data from rice farms in Jiangsu Province, China, and an endogenous treatment‐regression model, this study examines the effects of outsourcing on yields and production risks. Results show that outsourcing increases rice yields by nearly 3%, reduces yield volatility, and lowers the probability of crop failure. These benefits arise from greater access to mechanized services, the substitution of machinery for labor, and more efficient use of inputs. However, outcomes vary by type: machinery‐intensive outsourcing reduces risk, whereas labor‐intensive outsourcing can exacerbate it in weak service markets. Gains are greatest on larger and more fertile plots, underscoring the importance of policies that support mechanization and competitive service markets.

Applied Economic Perspectives and Policy
Nanjing University of Finance and Economics (CN), China Three Gorges University (CN), China University of Mining and Technology (CN), Arizona State University (US)
Openalex Percentile: Top 8%
Agricultural risk and resilience
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Outsourcing Agricultural Services and Risk Reduction in Smallholder Rice Farming: Evidence From China and Global Implications — J Zhang, Ashok K. Mishra, et al. · Applied Economic Perspectives and Policy (2026) | TGRS Research Map | TGRS