The treatment group on the other hand had all farmers employing a combination of at least three of the above modern techniques with some 30 percent employing all the above modern techniques. A correlation and regression analysis was run to determine the relationship and extent of impact that the microcredit had on maize production. Table 5 is the analysis of correlation between loan size and output levels variable.