A linear programming model is developed to allocate a budget for respo
nse inducements. Assuming a given initial sample size and a desired fi
nal sample size, the program is formulated to minimize the necessary e
xpenditures. The process is tested and demonstrated using field data,
and the implications and limitations of the results are discussed.