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Open Access Publications from the University of California

The effects of equitability policies on the ZEV market: Evidence from California’s Clean Vehicle Rebate Project


California’s Clean Vehicle Rebate Program (CVRP) is the largest zero-emissions vehicle (ZEV) incentive program in the United States. This policy brief summarizes how changes to the CVRP incentive structure may have affected California's ZEV market.

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Cover page of Mobility Data Sharing: Challenges and Policy Recommendations

Mobility Data Sharing: Challenges and Policy Recommendations


Dynamic and responsive transportation systems are a core pillar of equitable and sustainable communities. Achieving such systems requires comprehensive mobility data, or data that reports the movement of individuals and vehicles. Such data enable planners and policymakers to make informed decisions and enable researchers to model the effects of various transportation solutions. However, collecting mobility data also raises concerns about privacy and proprietary interests. We argue that a middle-ground approach, in which data are shared in specific contexts and managed by a trusted third party, can capture the benefits of data sharing while minimizing risks. This brief provides an overview of the top needs and challenges surrounding mobility data sharing and presents relevant policy strategies.