The most appropriate response to the question "Why is it preferable to use a linear search when searching smaller datasets?" would be:
A linear search is easy to implement and faster than other algorithms when searching smaller datasets.
Linear search has a simplicity that makes it easy to code, and for small datasets, the overhead of implementing more complex search algorithms (like binary search) may not provide a significant performance benefit, thus making linear search a practical choice.