ABSTRACT A two-stage fractional regression model is applied to 998 farm observations from Ghana to estimate how three climate-change adaptation practices influence the contribution of crop revenue to household income. The first stage, analysing land selection, shows that farmers in peri-urban areas who cultivate drought-tolerant varieties raise their crops on poor soils, but male farmers, who cultivate large farms and have access to inorganic fertiliser (on credit), have the benefit of fertile soils. The second-stage shows that crop substitution, use of drought-tolerant varieties, and variation in planting dates increase the contribution of crop revenue to household income. Therefore, public and non-state institutions should continue to invest in technology transferat the same time, addressing farm-level constraints on the adoption of proven agricultural innovations.
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