What question did this study set out to answer?

The aim is to assess how AI-enabled agricultural extension services impact the adoption of climate-smart farming practices among smallholder farmers.

March 24, 2026Iconic Research and Engineering JournalsOpen Access

Examining The Adoption and Effectiveness of AI-Enabled Agricultural Extension Services in Enhancing Climate-Smart Farming Practices.

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The aim is to assess how AI-enabled agricultural extension services impact the adoption of climate-smart farming practices among smallholder farmers.
Quantitative research design using structured questionnaires
Data collected from 120 smallholder farmers
Analysis performed using descriptive statistics and regression analysis
High awareness of AI-enabled extension services among farmers
Actual use limited by digital literacy and infrastructural issues
Regular users of AI tools report improved decision-making and increased adoption of climate-smart practices
Regression analysis shows a positive effect of AI extension on adopting climate-smart practices

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Implication

Quantitative research shows AI extension services boost climate-smart practices among smallholder farmers, indicating effective support for sustainable agriculture.

Cite This Study

Ladejo Yomi (2025) studied this question.

synapsesocial.com/papers/69c229a5aeb5a845df0d46e2 https://doi.org/10.64388/irev8i8-1715336

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Implication

Quantitative research shows AI extension services boost climate-smart practices among smallholder farmers, indicating effective support for sustainable agriculture.

Examining The Adoption and Effectiveness of AI-Enabled Agricultural Extension Services in Enhancing Climate-Smart Farming Practices.

Key Points

Discussion

Implication

Cite This Study

Examining The Adoption and Effectiveness of AI-Enabled Agricultural Extension Services in Enhancing Climate-Smart Farming Practices.

Key Points

Discussion

Implication

Cite This Study

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