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The research aims to evaluate the impact of AI-powered agricultural extension systems on the productivity and decision-making of smallholder farmers.

March 24, 2026Iconic Research and Engineering JournalsOpen Access

Assessing the Impact of AI-Powered Agricultural Extension Systems on Farm Productivity and Decision-Making among Smallholder Farmers

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The research aims to evaluate the impact of AI-powered agricultural extension systems on the productivity and decision-making of smallholder farmers.
Conducted a survey among smallholder farmers in various regions
Analyzed data using basic statistics and regression models
Evaluated the connection between AI extension service usage and farm outcomes
Average awareness of AI tools among farmers, but low actual use
Challenges include poor digital skills and weak internet connectivity
Farmers using AI services report better crop results and improved farming knowledge access
Sustainable benefits still limited by access to reliable technology and resources

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Survey assesses how AI tools influence farm productivity in smallholder farmers, highlighting accessibility challenges.

Ladejo Yomi (2024) studied this question.

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