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This study evaluates the effects of adopting artificial pollination technology on cocoa production in Ghana, revealing that adopters experienced significant increases in productivity (15.34%), income (GH₵ 2756.84 to GH₵ 11074.38), and improvements in poverty and food security. The research utilized data from 206 cocoa farmers and applied Propensity Score Matching to analyze the outcomes. The findings suggest that policymakers should promote artificial pollination to enhance cocoa yield and farmer welfare in

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