“…Wages/salaries, rent, remittances, pensions, and dividends are all examples of off-farm income. After following other literature (e.g., ANKRAH TWUMASI et al, 2021;MA et al, 2018; and our available data, some other variables (e.g., age, gender, education, farming experience, distance from farmers' resident to the nearest financial institution, financial literacy and household size) were added as control variables to establish consistency in our estimation (The definitions of the other control variables may be found in Table 1). STATA 15 was used to edit and code the data to guarantee accuracy, validity, uniformity, consistency, and completeness.…”