This dataset was generated from a survey of 321 sugarcane outgrowers in Dwangwa, Malawi. The objective of the study was to evaluate the effects of participation in structured outgrower schemes on farmer productivity and income. Additionally, the data collection aimed to analyze the adaptive capacities of sugarcane outgrowers in response to extreme events.