The results in Table 4.11, like that of the Scatterplot (see, for example, Fig.4.6), show that there is a positive relationship between crop production and microcredit. Specifically, the coefficient value on MC implies that, holding other effects constant, farmers’ crop production increases by more than one-third of a bag (0.314) for an increase in microcredit by GH¢1. Finally, the results also suggest that the predictor variable (MC) explains 61.5% percent of the variance in farmers’ crop production (adjusted R-square), the significance of which is confirmed by the overall test of the goodness of model fit (F=159.137, p