This paper synthesizes noteworthy practices (e.g. data access and sharing, integrating shared mobility into modeling and forecasting, etc.), identifies challenges and opportunities, and provides recommendations for future research needed. This includes overcoming issues with sharing proprietary data, data standards and guidance, and shared mobility and travel demand modeling. 1

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