The usual turn around for an approved proposal that does not require full board review is within 10 days. The actual time varies depending upon the level of review and whether or not the proposal needs further clarification.
To be safe, researchers should submit the IRB application as early as possible in order for the review process not to interfere with the start date of the research.
