This invention describes that the rate of input utilization is decisive for productivity growth of considered crops. The invention enhances the productivity of major crops like maize, teff, wheat, barley and sorghum crops. The sample was based on a panel data of (2011, 2013, and 2015) acquired from the Ethiopian socio-economic survey was used. The invention was scientifically analyzed using the basic fixed effect model and dose-response function under exogenous and endogenous treatment models. In the exogenous and endogenous treatment cases, households applying fertilizer have achieved actual different levels of higher outputs than their counterparts. In endogenous treatment, the household applying fertilizer harvested much higher output than those in the counterfactual condition. Moreover, inputs: fertilizer, seed, labor force, and farm capital utilization have a critical impact on the aggregate outputs of considered crops.