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Extension services and the technical efficiency of crop‐specific farms in China

https://doi.org/10.1002/aepp.13209
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/aepp.13008openalex-snapshot
Changes in Agricultural Extension and Implications for Farmer Adoption of New Practices
inferredcites →https://doi.org/10.1002/aepp.13009openalex-snapshot
The Roles of Adoption and Behavior Change in Agricultural Policy
inferredcites →https://doi.org/10.1007/bf01205442openalex-snapshot
A model for technical inefficiency effects in a stochastic frontier production function for panel data
inferredcites →https://doi.org/10.1007/s00181-007-0119-4openalex-snapshot
Metafrontier frameworks for the study of firm-level efficiencies and technology ratios
inferredcites →https://doi.org/10.1007/s11123-014-0402-2openalex-snapshot
A new approach to estimating the metafrontier production function based on a stochastic frontier framework
inferredcites →https://doi.org/10.1007/s11123-016-0487-xopenalex-snapshot
Technical efficiency for Colombian small crop and livestock farmers: A stochastic metafrontier approach for different production systems
inferredcites →https://doi.org/10.1016/j.agee.2015.02.011openalex-snapshot
Farmer field school and farmer knowledge acquisition in rice production: Experimental evaluation in China
inferredcites →https://doi.org/10.1016/j.chieco.2012.04.014openalex-snapshot
Effects of inclusive public agricultural extension service: Results from a policy reform experiment in western China
inferredcites →https://doi.org/10.1016/j.foodpol.2004.07.013openalex-snapshot
Factors affecting the technical efficiency among smallholder farmers in the slash and burn agriculture zone of Cameroon
inferredcites →https://doi.org/10.1016/j.foodpol.2012.10.003openalex-snapshot
The impact of cooperatives on agricultural technology adoption: Empirical evidence from Ethiopia
inferredcites →https://doi.org/10.1016/j.foodpol.2018.10.009openalex-snapshot
Agricultural cooperative membership and technical efficiency of apple farmers in China: An analysis accounting for selectivity bias
inferredcites →https://doi.org/10.1016/j.jrurstud.2020.08.010openalex-snapshot
Non-economic societal impact or economic revenue? A performance and efficiency analysis of farmer cooperatives in China
inferredcites →https://doi.org/10.1016/j.worlddev.2006.05.004openalex-snapshot
Investing in Farmers—The Impacts of Farmer Field Schools in Relation to Integrated Pest Management
inferredcites →https://doi.org/10.1016/j.worlddev.2009.06.012openalex-snapshot
The Future of Small Farms: Trajectories and Policy Priorities
inferredcites →https://doi.org/10.1016/j.worlddev.2011.05.019openalex-snapshot
Impact of Farmer Field Schools on Agricultural Productivity and Poverty in East Africa
inferredcites →https://doi.org/10.1016/j.worlddev.2016.09.004openalex-snapshot
The Impact of Growth in Small Commercial Farm Productivity on Rural Poverty Reduction
inferredcites →https://doi.org/10.1016/j.worlddev.2017.12.004openalex-snapshot
The Impact of Agricultural Extension Services in the Context of a Heavily Subsidized Input System: The Case of Malawi
inferredcites →https://doi.org/10.1023/b:prod.0000012454.06094.29openalex-snapshot
A Metafrontier Production Function for Estimation of Technical Efficiencies and Technology Gaps for Firms Operating Under Different Technologies
inferredcites →https://doi.org/10.1080/00036846.2011.572856openalex-snapshot
Analyses of technical efficiency using SDF and DEA models: evidence from Nepalese agriculture
inferredcites →https://doi.org/10.1080/00036846.2019.1644439openalex-snapshot
Technical efficiency and technology gap in Ghana’s cocoa industry: accounting for farm heterogeneity
inferredcites →https://doi.org/10.1080/000368499323193openalex-snapshot
The effects of education in early-stage agriculture: some evidence from China
inferredcites →https://doi.org/10.1080/13892240601062488openalex-snapshot
Extension Strategies for Poverty Alleviation: Lessons from China and India
inferredcites →https://doi.org/10.1080/1389224x.2015.1026363openalex-snapshot
Factors Affecting Performance of Agricultural Extension: Evidence from Democratic Republic of Congo
inferredcites →https://doi.org/10.1080/1389224x.2017.1386115openalex-snapshot
Agricultural innovation systems and farm technology adoption: findings from a study of the Ghanaian plantain sector
inferredcites →https://doi.org/10.1080/1389224x.2020.1726778openalex-snapshot
Demand-led extension: a gender analysis of attendance and key crops
inferredcites →https://doi.org/10.1086/346113openalex-snapshot
The Impact of Agricultural Extension on Farm Production in Resettlement Areas of Zimbabwe
inferredcites →https://doi.org/10.1093/acprof:oso/9780199678204.003.0051openalex-snapshot
Agricultural R&D and extension
inferredcites →https://doi.org/10.1093/ajae/aat027openalex-snapshot
The Rapid Rise of Cross‐Regional Agricultural Mechanization Services in China
inferredcites →https://doi.org/10.1093/ajae/aat054openalex-snapshot
Information Transmission in Irrigation Technology Adoption and Diffusion: Social Learning, Extension Services, and Spatial Effects
inferredcites →https://doi.org/10.1093/wbro/lkh013openalex-snapshot
Agricultural Extension: Good Intentions and Hard Realities
inferredcites →https://doi.org/10.1108/caer-06-2013-0088openalex-snapshot
Technical efficiency and metatechnology ratios under varying resource endowment in different production systems
inferredcites →https://doi.org/10.1111/1467-8489.12361openalex-snapshot
Four decades of China’s agricultural extension reform and its impact on agents’ time allocation
inferredcites →https://doi.org/10.1111/agec.12070openalex-snapshot
Should African rural development strategies depend on smallholder farms? An exploration of the inverse-productivity hypothesis
inferredcites →https://doi.org/10.1111/agec.12499openalex-snapshot
The impact of strengthening agricultural extension services on women farmers: Evidence from Ethiopia
inferredcites →https://doi.org/10.1111/apce.12035openalex-snapshot
IMPACT OF AGRICULTURAL COOPERATIVES ON SMALLHOLDERS’ TECHNICAL EFFICIENCY: EMPIRICAL EVIDENCE FROM ETHIOPIA
inferredcites →https://doi.org/10.1111/j.0002-9092.2005.00709.xopenalex-snapshot
Farm Household Production Efficiency: Evidence from The Gambia
inferredcites →https://doi.org/10.1111/j.1467-8276.2009.01325.xopenalex-snapshot
The Impact of Agricultural Extension and Roads on Poverty and Consumption Growth in Fifteen Ethiopian Villages
inferredcites →https://doi.org/10.1111/j.1477-9552.2004.tb00094.xopenalex-snapshot
The Acquisition and Diffusion of Knowledge: The Case of Pest Management Training in Farmer Field Schools, Indonesia
inferredcites →https://doi.org/10.1111/j.1574-0862.1994.tb00286.xopenalex-snapshot
Efficiency in agricultural production: the case of peasant farmers in eastern Paraguay
inferredcites →https://doi.org/10.1111/j.1574-0862.2007.00193.xopenalex-snapshot
Evaluating the impact of agricultural extension on farms' performance in Crete: a nonneutral stochastic frontier approach
inferredcites →https://doi.org/10.1111/j.1574-0862.2011.00545.xopenalex-snapshot
Dial “A” for agriculture: a review of information and communication technologies for agricultural extension in developing countries
inferredcites →https://doi.org/10.2307/1243773openalex-snapshot
Extension Commercialization: How Much to Charge for Extension Services
inferredcites →https://doi.org/10.2307/1883138openalex-snapshot
Allocative Efficiency: The Role of Human Capital
inferredcites →https://doi.org/10.3390/su8020137openalex-snapshot
An Impact Analysis of Farmer Field School in China
inferredcites →https://doi.org/10.37801/ajad2010.7.1.5openalex-snapshot
Agricultural Development, Nutrition, and the Policies Behind China's Success

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Does ICT adoption influences agricultural efficiency of Chinese farmers? Mechanism analysis based on agricultural insurance and credit
inferred← citeshttps://doi.org/10.1007/s44279-026-00667-4openalex-snapshot
Determinants of the adoption of integrated disease management practices for maize lethal necrotic disease among smallholder maize farmers in Kenya
inferred← citeshttps://doi.org/10.1016/j.cropro.2026.107683openalex-snapshot
Farmer perceptions and crop protection strategies for biotic and abiotic constraints in millet cultivation in the Western Himalayas
inferred← citeshttps://doi.org/10.1016/j.foodpol.2023.102446openalex-snapshot
Interplay between China’s grain self-sufficiency policy shifts and interregional, intertemporal productivity differences
inferred← citeshttps://doi.org/10.1016/j.gfs.2023.100678openalex-snapshot
Agricultural extension and food security – The case of Uganda
inferred← citeshttps://doi.org/10.1016/j.iswcr.2025.07.008openalex-snapshot
Effect of government regulation on promotion of soil restoration practices among farmers in the Loess plateau: Unveiling the role of green ecological cognition
inferred← citeshttps://doi.org/10.1016/j.jrurstud.2025.103650openalex-snapshot
Does agricultural outsourcing improve technical efficiency? Evidence from farms of various scales in China
inferred← citeshttps://doi.org/10.1016/j.landusepol.2025.107737openalex-snapshot
Does the choice of multiple agricultural labour packages influence farm productivity and food (in)-security? Evidence from lowland rice farmers in southern Ghana
inferred← citeshttps://doi.org/10.1038/s41598-026-43888-9openalex-snapshot
Compliance patterns in adopting sustainability practices: A cluster analysis of oil palm producers in Colombia
inferred← citeshttps://doi.org/10.1080/1389224x.2024.2382732openalex-snapshot
Assessing the productivity effects of agricultural extension in a pluralistic system: an analysis of Brazilian family farming in 2017
inferred← citeshttps://doi.org/10.1080/1389224x.2025.2455154openalex-snapshot
Virtual reality videos for delivery of extension educational materials on manure and mortality management: a pilot-study
inferred← citeshttps://doi.org/10.1080/14693062.2026.2702727openalex-snapshot
Designing farmer-centered extension programmes for low-carbon agriculture: evidence from a discrete choice experiment in China
inferred← citeshttps://doi.org/10.1080/19376529.2024.2332714openalex-snapshot
Effects of Radio-Based Extension Services on farmers’ Adoption of Organo-Mineral Fertilizers, Biofertilizers, and Manure in Lesotho
inferred← citeshttps://doi.org/10.1108/caer-04-2024-0107openalex-snapshot
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inferred← citeshttps://doi.org/10.1108/caer-07-2024-0229openalex-snapshot
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inferred← citeshttps://doi.org/10.1108/jadee-08-2024-0251openalex-snapshot
Self- and organizationally initiated learning and their impact on technical and environmental efficiency: evidence from rice producers in Bangladesh
inferred← citeshttps://doi.org/10.1108/jadee-09-2024-0298openalex-snapshot
The impact of agricultural extension access on the technical efficiency of smallholder rice farmers in Banten, Indonesia
inferred← citeshttps://doi.org/10.1111/agec.70138openalex-snapshot
Spatial Spillovers and Green Growth: Decoding Environment‐Adjusted Agricultural Productivity Dynamics
inferred← citeshttps://doi.org/10.1155/aia/3655416openalex-snapshot
Does Extension Access and Intensity Improve Cocoa Farmers’ Technical Efficiency in Ghana? Evidence From Stochastic Frontier and Instrumental Variable Approaches
inferred← citeshttps://doi.org/10.1186/s40100-026-00454-1openalex-snapshot
Revealing the effect of agricultural interventions on technical efficiency: empirical evidence from Indonesian smallholder rice farmers
inferred← citeshttps://doi.org/10.15244/pjoes/178009openalex-snapshot
From Technology Adoption to Scientific Application: Can Agricultural Extension Services Effectively Promote Farmers’ Scientific Fertilization?
inferred← citeshttps://doi.org/10.3126/jnarc.v9i1.61513openalex-snapshot
Reforming Agricultural Extension System in Nepal: What can we adopt from selected Agriculture Led Countries?
inferred← citeshttps://doi.org/10.3389/fsufs.2026.1856107openalex-snapshot
Assessing the productivity effects of agricultural extension on smallholder maize efficiency through a meta-frontier and endogenous switching framework in the Eastern Cape Province, South Africa
inferred← citeshttps://doi.org/10.3389/fsufs.2026.1912009openalex-snapshot
Farmland management right mortgage loan participation and agricultural return migration: evidence from Ningxia, China
inferred← citeshttps://doi.org/10.3390/agriculture16090916openalex-snapshot
Food Legume Crop Production Factor Efficiency: Measurement and Driving Factors in China—Evidence from 817 Households
inferred← citeshttps://doi.org/10.3390/su16093555openalex-snapshot
Agricultural Extension for Adopting Technological Practices in Developing Countries: A Scoping Review of Barriers and Dimensions
inferred← citeshttps://doi.org/10.3390/su17136054openalex-snapshot
Do Agricultural Production Services Improve Farmers’ Grain Production Efficiency?—Empirical Evidence from China
inferred← citeshttps://doi.org/10.56866/01212923.14540openalex-snapshot
Patrones de cumplimiento en la adopción de prácticas de sostenibilidad: análisis clúster de productores de palma de aceite en Colombia
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Features of radio, audio, and text-based dissemination channels for effective climate information services among farmers in Kenya and Ethiopia
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