Sampling is a complex process that requires both art and science. It involves carefully considering a range of factors to select a representative sample from the population of interest (Taherdoost, 2016). Sampling is an integral component of research methodology, and it is imperative for postgraduate students embarking on academic research to comprehend the intricacies of selecting a representative sample from a larger population.