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Longitudinal Loyalty: Understanding The Barriers To Running Longitudinal Studies On Crowdsourcing Platforms
- Kevin Roitero
- Michael Soprano
- Ujwal Gadiraju
- Gianluca Demartini
- eddy maddalena
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Description: Repository containing the data, analysis code, and materials for the study "Longitudinal Loyalty: Understanding the Barriers to Running Longitudinal Studies on Crowdsourcing Platforms."
Overview
Longitudinal crowdsourcing relies on the same workers completing a task more than once, yet keeping those workers engaged across sessions is difficult. We surveyed 300 workers on Amazon Mechanical Turk, Prolific, and Toloka, collecting 547 detailed accounts of longitudinal participation. A mixed-methods analysis reveals platform-specific retention patterns, motivational drivers, and struc…
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