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This report examines the preferences of Clean Vehicle Rebate Project (CVRP) participants by analyzing CVRP Consumer Survey Responses from 2017-2020. We study (1) how responses have changed over…
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Provides updated data characterizing EV adopters rebated for calendar-year 2021 purchases/leases:
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CARB Work Group for Clean Transportation Equity and Light-Duty Vehicle Investments - Universal Dashboard
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An updated* cost of ownership analysis for new and used electric vehicles relative to household income to assess to what extent EV incentives are helping make EVs affordable to car buyers in…
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The CVRP projections covering years 2023–2024, now include rebate data through April 2023. The slides include estimates of rebate volume and rebate funding demand.
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This report finalizes reporting on the greenhouse-gas (GHG) emission impacts and cost-effectiveness of California’s Clean Vehicle Rebate Project in 2020. Fuel-cycle GHG emission reductions are…
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This paper and presentation for the November 2022 second reschedule of the International Energy Program Evaluation Conference build on prior work to create an initial, but more recent, picture of…
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Work characterizing the influence of the federal tax credit on the purchase of electric vehicles is summarized in the following resources. These resources are presented in reverse chronological…
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An analysis aimed to identify variables that improve the Center for Sustainable Energy’s predictions of light-duty vehicle market trends, allowing CSE to better forecast the Clean Vehicle Rebate…
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The analysis conducted for this report is centered around identifying relationships between electric vehicle (EV) model price and CVRP applicant federal poverty level (FPL). The goal was to…
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This presentation summarizes Fuel Cell Electric Vehicle (FCEV) participation in the CVRP for 7,632 rebate applications by those who acquired their vehicle between May 2016 and November 2020. FCEV…
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Presented to the 35th International Electric Vehicle Symposium (EVS35), this research aims to inform incentive design by increasing understanding of who was, and who was not, influenced to adopt…
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This paper, published by the 35th International Electric Vehicle Symposium (EVS35), aims to inform incentive design by increasing understanding of who was, and who was not, influenced to adopt an…
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Analysis of affordable vehicle options at different income levels and incentive amounts.
October 31, 2022 update: Language on slide 15 revised to clarify used vehicles were filtered based…
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Presentation for CARB’s Second Public Workshop on the Fiscal Year 2022-23 Update to the Three-Year Plan for Light-Duty Vehicles and Clean Transportation Investments.
Provides…
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A summary of research characterizing consumers who found the U.S. federal tax credit extremely important in making it possible to purchase their plug-in hybrid electric vehicle. Also provides…
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Presents work characterizing consumers who found the U.S. federal tax credit extremely important in making it possible to acquire a plug-in hybrid electric vehicle. Provides policy and program-…
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Video of a presentation given to CARB’s First Workshop on Updated Light-Duty Vehicle and Clean Transportation Investments Three-Year Plan (Feb. 2022):
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The fifth update to the preliminary EV market forecasts and CVRP funding demand projections covering years 2021–2023, now including rebate data through December 2021. The slides include estimates…
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This research builds on prior work to create a more detailed, more current, and two-state picture of fuel-cycle greenhouse-gas (GHG) emission impacts and cost-effectiveness of electric vehicle…
In this report, the Center for Sustainable Energy (CSE) identifies demographics that are underrepresented in the Clean Vehicle Rebate Program (CVRP) among those with low- to moderate-income (LMI…
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A fact sheet which details changes in Clean Vehicle Rebate Project rebate amounts, consumer-income eligibility criteria, and program funding availability over time (updated September 2020).
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The fourth update to the preliminary EV market forecasts and CVRP funding demand projections covering years 2021–2023, now including rebate data from June and July 2021. The slides include…
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This work refines and updates estimates of the fuel-cycle greenhouse-gas (GHG) emission impacts of electric vehicles (EVs) rebated in California. Emissions are estimated using disaggregated data…
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Provides updated data characterizing select CVRP outcomes for calendar-year 2019 purchases/leases:
Vehicles replaced by rebated EVs:
- 85% of rebated EVs replaced older, more…
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Provides updated data characterizing EV adopters rebated for calendar-year 2019 purchases/leases:
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The third update to the preliminary EV market forecasts and CVRP funding demand projections covering years 2021–2023, now including rebate data from May 2021. The slides include estimates of three…
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Presented to CARB’s Public Work Group Meeting to Discuss the Clean Vehicle Rebate Project, June 30th, 2021.
Provides updated data related to the manufacturer’s suggested retail price (MSRP…
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The second update to the preliminary EV market forecasts and CVRP funding demand projections covering years 2021–2023, now including rebate data from April 2021. The slides include estimates of…
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The market share of plug-in electric vehicles (EVs) remains modest despite public and private investments to promote EV awareness and adoption. To expand EVs beyond enthusiastic early adopters,…
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The first update to the preliminary EV market forecasts and CVRP funding demand projections covering years 2021–2023, including rebate data from Q1 2021. The slides include estimates of three-year…
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An analysis comparing the annual income of CVRP rebate recipients with the after-rebate cost of their vehicles. The report shows the trends over time, as well as the average cost of vehicle…
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Preliminary EV market forecasts and CVRP funding demand projections covering years 2021–2023. Includes estimates of three-year rebate and rebate funding demand, estimated end of current remaining…
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Pronósticos preliminares del mercado de vehículos eléctricos y proyecciones de demanda de financiamiento CVRP para los años 2021-2023. Incluye estimaciones de la demanda de financiamiento de…
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This ongoing research characterizes consumers that were the most highly influenced by the U.S. federal tax credit (FTC) for the adoption of plug-in electric vehicles (EVs). For this paper, survey…
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Updated version of a poster presented at the Transportation Research Board’s 99th Annual Meeting in Washington D.C. (January 14, 2020):
Uses CVRP program data to describe the older…
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Updated version of a presentation given at the Behavior, Energy, and Climate Change Conference in Sacramento, CA (November 19, 2019):
Uses CVRP program data to describe the older…
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Final capstone funding projections and analysis of program changes in support of the Proposed FY 2019–20 Funding Plan and related legislative reporting:
- Describes the latest method used…
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A fact sheet which details changes in Clean Vehicle Rebate Project rebate amounts, consumer-income eligibility criteria, and program funding availability over time (updated October 2019).
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Updated and corrected version of a presentation given at the Roadmap 12 Conference in Portland, OR (June 19, 2019):
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Presentation given at the California Air Resources Board’s fourth CVRP Workgroup meeting for 2019–20 Funding Plan development (April 23, 2019).
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Presentation given to the third CVRP Workgroup meeting for 2019–20 Funding Plan development (April 4, 2019).
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Presentation given at the California Air Resources Board’s second CVRP Workgroup meeting for 2019–20 Funding Plan development (March 22, 2019).
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Presentation given at the 22nd Annual Energy, Utility & Environment Conference in San Diego, CA (February 27, 2019):
CVRP distributed $127,810,300 rebate funds in fiscal year (FY) 2015–2016 to owners and lessees of 56,658 eligible…
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Presentation given at the Transportation Resources Board’s 98th Annual Meeting in Washington D.C. (January 16, 2019)
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Described a preliminary but more detailed picture of CVRP’s…
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This presentation to a public workshop held in El Monte, CA provides an update on emerging trends in the market for light-duty zero-emission vehicles (ZEVs), which includes battery electric (BEV…
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Presentation given at the California Air Resources Board’s Public Workshop on the Update to the Three-Year Plan for Light-Duty Vehicle and Transportation Equity Investments (December 4, 2018).…
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- Summarizes responses provided by residents of Disadvantaged Communities to the CVRP Consumer Survey, 2013– 2015 edition
- …
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Presentation given at the EV Roadmap 11 Conference in Portland, Oregon:
- Explores the impact of four statewide rebate programs for clean-vehicle adoption: Clean Vehicle Rebate…
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Updates to the Presentation given at the Behavior, Energy, and Climate Change Conference 2017, found here:…
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Presentation for the San Diego Association of Governments Regional Energy Working Group meeting on October 26, 2017:
- Provides an update on the latest changes to…
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Presentation given at the Behavior, Energy, and Climate Change Conference 2017:
- Explores the impact of a statewide rebate program for clean-vehicle adoption
- Aims to inform…
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The EV Consumer Survey (2013-2015 edition) collected data from 19,460 rebated consumers who purchased or leased their vehicles from September 2012 through May 2015. This summary documentation…
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Using data from the Clean Vehicle Rebate Project’s Electric Vehicle Consumer Survey (2013-2015), this poster profiles two distinct electric vehicle market segments that may represent opportunities…
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The EV Consumer Survey reflects data from consumers who: purchased or leased their vehicles from September 2012 through May 2015, received a rebate and responded to the voluntary EV Consumer…
Póster presentado en la 96ª Reunión Anual de la Junta de Investigación del Transporte, que caracteriza a los segmentos de consumidores de vehículos eléctricos “esenciales para reembolsos” y “…
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The CVRP distributed $114,641,650 in fiscal year (FY) 2014–2015 rebate funds to owners and lessees of 53,145 eligible vehicles in California.
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This analysis used logistic regression to examine the relationship between consumer factors and the influence of CVRP on consumers’ acquisition decisions. Factors considered for inclusion…
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Presented to Evaluation 2016, the annual conference of the American Evaluation Association:
- Characterizes participation in the CVRP by those who live in disadvantaged communities…
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Presentation given at the California Fuel Cell Partnership Executive Board Meeting in Sacramento, CA (October 18, 2016):
This report summarizes the plug-in electric vehicle suitability assessments to eight public agencies in disadvantaged communities across California
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This infographic summarizes the suitability assessments to eight public agencies in disadvantaged communities across California.
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This infographic includes a summary of the consumers and their vehicles, primary motivations for PEV acquisition, workplace charging, and household demographics.
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This brief assessed, primarily through extrapolation of real-world data, the funding requirements for the Clean Vehicle Rebate Project (CVRP) for fiscal year 2016–2017 (FY 16–17) thru FY 18–19.…
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These slides were presented by CSE staff at the California Air Resources Board’s Public Workshop on Development of a Long-Term Plan for the Clean Vehicle Rebate Project and Light-Duty Vehicle…
The following summarizes participation in the Clean Vehicle Rebate Project (CVRP), California’s state rebate program for plug-in and fuel-cell electric vehicles.
Over the first five years…
The CVRP distributed $81,044,756 in fiscal year (FY) 2013–2014 rebate funds to owners and lessees of 40,046 eligible vehicles in California.
From project inception through the end of FY…
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The CVRP distributed $34,431,396 in fiscal year 2012-13 rebate funds to owners and lessees of 17,422 eligible vehicles in California.
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El CVRP distribuyó $ 34,431,396 en fondos de reembolso del año fiscal 2012-13 a propietarios y arrendatarios de 17,422 vehículos elegibles en California.