This presentation, which was delivered at the -PAL Africa Executive Education Couse 18-22 January 2016 , was provided as a handout during the MLE CoP Meeting of 2016 in Kigali, Rwanda. It is supposed to serve as a resource for M&E staff to strengthen the way they determine sampling and sample size for project evaluations.