H0: ρ=0; there is no relationship between microfinance and crop production in the East Mamprusi District.
H1: ρ>0; there is a positive significant relationship between microfinance and crop production in the East Mamprusi District.
The result of the Chi-square test showed that there was a statistically significant relationship between microfinance and crop production (χ2=106.611; p-Value=0.000).