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Summary
A large-scale analysis of clickstream data reveals that how often and how regularly pre-roll skippable ads are shown significantly influences whether users accept or skip them. Using advanced modeling, researchers find that less frequent and more irregular exposure increases the hidden “acceptance propensity” underlying viewing behavior. These findings challenge conventional scheduling tactics and offer new strategies for maximizing skippable ad effectiveness.
