An inherent challenge in multipurpose sample surveys is choosing the appropriate number of households to sample. This report introduces a novel method of approaching the problem and suggests a sampling distribution of the unknown parameters to create a second statistical method. A comparison is made between the new proposed methods and two existing methods. The paper also provides a summary of the results in relation to all methods under consideration and recommendations for future use.