“…Farm size has a direct bearing on income, with larger farms capable of supporting increased spice cultivation and, in turn, generating higher income (Aikaeli, 2010; Chamberlin & Jayne, 2020; Mashenene et al, 2023; Mather, 2012; Mutungi et al, 2023; Ntwalle, 2019). Crop diversity within the farm is essential, as diversification of crops and activities can mitigate income volatility and risk (Adjimoti & Kwadzo, 2018; Ahmad et al, 2017; Ahmadzai & Morrissey, 2023; Barman et al, 2022; Birthal et al, 2015; Mudombi‐Rusinamhodzi & Rusinamhodzi, 2022). Land ownership status also influences income, as secure land tenure or access to arable land is a fundamental prerequisite for successful farming.…”