“…In general, the recent extant studies suggest that gender (male), age, education, household size, farm size, off-farm income, access to extension services, access to credit and farmer association exert positive effects on the adoption of agricultural innovations such as inorganic fertiliser, improved crop variety and pesticides in some African countries, notably Nigeria, DR Congo, Uganda, Ghana, Cameroon and Ethiopia (Abdoulaye et al , 2014, 2015; Lambrecht et al , 2014; Obisesan, 2014; Afolami et al , 2015; Abate et al , 2016; Donkor et al , 2016; Mekonnen and Gerber, 2016; Abay et al , 2017; Alirah et al , 2018). For instance, studies have shown that male farmers are associated with higher adoption rates of agricultural innovations (namely, irrigation, pesticides and inorganic fertiliser) than their female counterparts in Nigeria, Ethiopia, Cameroon and Ghana (Obisesan, 2014; Donkor et al , 2016; Fosso and Nanfosso, 2016; Abay et al , 2017). In these African countries, male farmers are observed to own larger farms and have better access to support services such as extension services, credit and training than female farmers, thereby empowering male farmers to increase their adoption of agricultural innovations.…”