How Do You Assess Whether a Trading Strategy's Stop Placement Is Consistent With Its Intended Holding Period?

A stop that works for a very short trade may be inappropriate for a position expected to remain open for several days. How do you connect stop placement to the strategy's structure and typical price fluctuations? What evidence would help you avoid using an arbitrary stop distance?