This paper examines the effect of the COVID-19 pandemic on financial services by focusing specifically on financial inclusion in Rwanda, Sierra Leone and Zambia. The study explores changes in the “face-to-face (F2F) delivery of financial services” to groups traditionally underserved by the financial system, including “women, youths, small and medium enterprises, smallholder farmers and rural households.” The authors collected data via