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Our research empirically investigates the impact of crowdsourced delivery on customer satisfaction as well as the mechanisms of the impact. Drawing on Expectation Confirmation Theory, our research employs a mixed-method approach (archival data, and netnography) across three studies to provide a comprehensive understanding of crowdsourced delivery from customer perspective.