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Summary.
I study an inconvenience we’re all increasingly familiar with: the product we ordered online doesn’t arrive on time. Up to 20% of e-commerce packages aren’t delivered on the first attempt. These failed deliveries not only cost companies billions of dollars each year — they also impact customer satisfaction and damage retailers’ reputations.