policy brief

Early Results on Individual Life Outcomes from the L.A. Mobility Wallet Phase I Pilot Program

Publication Date

May 5, 2025

Author(s)

Madeline Brozen, Tamika Butler, Madeline Wander, Evelyn Blumenberg, Sang-O Kim

Abstract

Universal basic mobility is a growing transportation concept rooted in the belief that everyone should be able to travel to the places they need — and want — to go in ways that best suit their lives and households. Reliable transportation access is essential to quality of life, yet barriers remain, especially for low-income people of color. In 2023, Los Angeles piloted a Mobility Wallet program, providing direct financial support for transportation to low- income travelers. Additional transportation resources may allow participants to expand their travel options, using new travel modes, reaching more destinations and improving their quality of life. This research examined whether and how this occurred, focusing on outcomes for participants during and after the one-year pilot program, drawing on interviews conducted during and after the program.

published journal article

Assessing the sustainability of last-mile distribution strategies to manage expedited shipping with dynamic and stochastic demand

Publication Date

June 25, 2025

Author(s)

Anmol Pahwa, Miguel Jaller

Abstract

As many e-retailers compete through increasingly consumer-focused services, urban freight faces a critical need for sustainable alternate last-mile distribution practices. While previous research has investigated the performance of various distribution strategies under different planning and network design scenarios, their performance under the dynamic and stochastic conditions inherent to consumer-focused services (e.g., expedited deliveries) is not well understood. This study introduces a dynamic-stochastic last-mile network design (DS-LMND) problem, formulated as a multi-echelon capacitated location routing problem with time-windows (ME-C-LRP-TW), to address this gap. Consequently, this work develops a Monte Carlo simulation–optimization framework integrated with an adaptive large neighborhood search (ALNS) metaheuristic to solve the problem. Using this framework, the authors configure the distribution structure and simulate last-mile operations for each distribution strategy. For these configured distribution structures, this work determines economic viability, environmental efficiency, and social equity – the three pillars of sustainability. Further, the authors determine the impact of demand uncertainties on the sustainability of last-mile distribution through the value of information (VI) and coefficient of variance (CV) metrics. In doing so, this work a) estimates the efficacy of conventional distribution strategy; b) confirms the competitiveness of electric delivery vehicles; c) evaluates the effectiveness of crowdsourced delivery services; d) advances the case for consolidation-based multi-echelon distribution strategies; e) establishes the rationale for customer pickups; and f) develops the use case for drone and robots, to cater to dynamic and stochastic demand with expedited shipping.

published journal article

Charging Ahead: Perceptions and Adoption of Electric Vehicles Among Full- and Part-Time Ridehailing Drivers in California

Abstract

California’s SB 1014 (Clean Miles Standard) mandates ridehailing fleet electrification to reduce emissions from vehicle miles traveled, posing financial and infrastructure challenges for drivers. This study employs a mixed-methods approach, including expert interviews (n = 10), group discussions (n = 8), and a survey of full- and part-time drivers (n = 436), to examine electric vehicle (EV) adoption attitudes and policy preferences. Access to home charging and prior EV experience emerged as the most statistically significant predictors of EV acquisition. Socio-demographic variables, particularly income and age, could also influence the EV choice and sensitivity to policy design. Full-time drivers, though confident in the EV range, were concerned about income loss from the charging downtime and access to urban fast chargers. They showed a greater interest in EVs than part-time drivers and favored an income-based instant rebate at the point of sale. In contrast, part-time drivers showed greater hesitancy and were more responsive to vehicle purchase discounts (price reductions or instant rebates at the point of sale available to all customers) and charging credits (monetary incentive or prepaid allowance to offset the cost of EV charging equipment). Policymakers might target low-income full-time drivers with greater price reductions and offer charging credits (USD 500 to USD 1500) to part-time drivers needing operational and infrastructure support.

published journal article

Moving, mapping, imagining: Youth-centered methods for analyzing and envisioning mobility futures

Abstract

Adolescents hold extensive knowledge about their independent travel experiences and aspirations, yet mobility research rarely elevates the voices and visions of youth. This article explores the potential of mobile, map-based, and projective methods to enhance understanding of youth mobility needs and to inform supportive, place-responsive public realm interventions. Based on a participatory research project involving thirty-nine adolescents aged eleven to fifteen in a dense Los Angeles neighborhood, this research demonstrates how moving, mapping, and imagining in collaboration with youth participants can advance justice in both planning processes and in public spaces that support young people’s mobility and urban agency.

policy brief

Electric Vehicles Could Reduce Costs for Low-Income Drivers if Structural Barriers are Addressed

Abstract

Battery-electric vehicles (BEVs) are central to California’s strategy to reduce transportation-related emissions; however, low-income households face significant structural barriers to adoption. These barriers include the high upfront purchase costs of new BEVs, limited supply of used BEVs, limited access to home charging, and low awareness of BEVs. To better understand these obstacles and identify effective policy responses, the research team analyzed survey data collected from 2,051 priority population households throughout California between December 2023 and June 2024. The survey asked households about their vehicle purchasing behavior, ownership costs, and socio-demographics.

policy brief

Evaluating Transportation Equity Data Dashboards

Publication Date

June 1, 2025

Author(s)

Claire McGinnis, Jesus M. Barajas

Abstract

The historical impacts of transportation planning and investment have adversely impacted communities of color and low-income communities. In response, state departments of transportation, metropolitan planning organizations, and local and county governments have begun to address these injustices through plans, policies, and deeper engagement with communities, though work in this area is still nascent. There are a variety of data, tools, and metrics from research and practice that measure the distributional equity of transportation planning and projects to inform equitable solutions.

presentation

Estimating the Magnitude and Impacts of Bike Theft on Bicycling Behavior

research report

Stockton’s Crosstown Freeway, Urban Renewal, and Asian Americans: Systemic Causes and Impacts

Abstract

This project uses mixed methods to examine the systemic causes and consequences of the construction of Stockton, California’s Crosstown Freeway, and urban redevelopment for Asian American communities. Stockton underwent spatial restructuring in the decades after the Second World War, and state and local governments contributed and responded to these changes by implementing connected freeway and urban renewal programs. Historical and contemporaneous xenophobia and racism placed Chinatown, Japantown, and Little Manila in their path, with these enclaves deemed blighted and subject to “slum clearance.” The choice of freeway route was racially biased. The neighborhood surrounding an unchosen route was predominantly white, whereas that of the chosen route was predominantly home to people of color. Freeway construction during the 1960s and 1970s directly displaced hundreds of people and housing units downtown— mainly people of color, particularly Asians. The communities most harmed were the Asian American enclaves, where the housing stock declined by about three-quarters between 1960 and 1970. The losses were not only physical, as the freeway and redevelopment eviscerated once vibrant ethnic commercial hubs. Because of long-standing economic and political marginalization, Asian Americans were relatively powerless to prevent the destruction; nonetheless, they fought to build affordable housing for their people, protect and in some cases relocate cultural institutions, and support surviving ethnic businesses. In the long run, Stockton failed to revitalize its downtown, while destroying its cultural diversity. The findings can help reform and improve professional practice within the transportation arena to ensure racial fairness and equity.

published journal article

Crabgrass confinement: Housing and transportation challenges of low- and moderate-income suburban residents in the San Francisco Bay Area

Abstract

The relationship between housing and transportation costs has been the focus of much research, with classic urban theory positing that housing costs decrease and commuting costs increase as households move away from city centers. The growing population of low and low-moderate (LMI) households in suburbs may be taking advantage of lower housing costs, though research shows that housing cost savings in suburbs are offset by higher transportation costs. Our research explores dimensions of housing and transportation cost burden on LMI households in Contra Costa County in the San Francisco Bay Area using qualitative data from online/in-person surveys (n = 208) and interviews conducted in English and Spanish (n = 25).

We found that the housing burden is high, suggesting that LMI households choose to live in the suburbs for diverse reasons, including rising rents and other requirements (e.g., credit score, rental history) in core cities, and desire for home ownership and a safer environment for children. Yet LMI suburban residents are still vulnerable to rising rents and housing instability in suburban areas. In addition to high housing costs, transportation costs are higher in suburbs due to longer commutes and higher reliance on personal vehicles. Car access is necessary, especially for households with young children. Reliance on cars becomes an issue as LMI households often encounter maintenance issues with used cars or the inability to make car payments. When faced with a lack of car ownership, households rely on social networks or public transit, and in some cases, forgo trips or relinquish their vehicles entirely. The lack of quality transportation alternatives in suburban contexts, as existing public transit services, have long headways and are not well-suited to serving off-peak trips between suburban areas, leaves LMI households vulnerable.