Summary of Interviews with California Metropolitan Planning Organizations About Senate Bill 375 and the Sustainable Communities Strategies

Status

Complete

Project Timeline

August 1, 2019 - October 1, 2020

Principal Investigator

Campus(es)

UC Berkeley

Project Summary

In July and August of 2020, a research team of four graduate students from UC Berkeley’s Department of City and Regional Planning conducted interviews with directors and other high-level staff representing several of California’s metropolitan planning organizations (MPOs) to gather information on the achievements and challenges associated with the implementation of SB 375. Key takeaways from this effort include: 1) MPOs are not requesting additional authorities or oversight of local land use decisions; 2) MPOs use funding as “carrots” to incentivize local plans to align with regional goals, and many MPOs desire more discretionary funding and priority-specific funding; 3) some MPOs want to focus on greenhouse gas (GHG) strategies, such as telecommuting, active transportation, and technological advancement, in order to meet their GHG emission targets; 4) MPOs want the State to develop policies in ways that acknowledge distinct planning nuances and economic and geographic contexts across regions; 5) the process of developing and submitting regional plans to the State for review is staff-intensive and technically complex for MPOs, which takes away from the agencies’ capacity to focus on implementation and other work; 6) Senate Bill 375 has empowered MPOs to consider more deeply the relationship between land use and transportation; and 7) as a result of Senate Bill 375, there is now increased communication and engagement between the MPO and a broader set of stakeholders.

policy brief

Driving Grid Readiness: Integrating Electric Vehicles into California’s Energy System

Abstract

As of 2024, more than 1.8 million electric vehicles (EVs) were on the road in California. The state had aimed to reach five million EVs by 2030 and require 100% of new vehicle sales to be electric by 2035 through its Zero-Emission Vehicle rule; however, federal action has put this plan on hold, and California is challenging this action in court. Regardless, rapid growth in EV adoption will put new demands on California’s electricity system, requiring significant investments in both the power distribution grid and EV charging infrastructure.

Meanwhile, utilities may already be grappling with the challenges of accommodating the growing power demands from new data center facilities that support artificial intelligence. Without adequate proactive investments in distribution grid upgrades and consumer programs to manage demand, the added load from widespread EV charging (with larger, more power-hungry batteries) could potentially overload local grids, compromise reliability, degrade the quality of transformers and distribution systems and increase costs to both utility providers and ultimately ratepayers.

California utilities and policymakers must ensure that the distribution grid is prepared for this new load, while maintaining reliable electricity service and keeping costs low for ratepayers. As the EV market evolves, the distribution grid must rapidly grow into a smarter, more flexible, and more agile system. With well-designed charging programs and new technologies, additional EV charging capacity holds the promise of creating downward pressure on electricity rates. Advances in technology can support this promise through greater vehicle-to-grid integration (VGI) (i.e., strategies for altering EV charging time, power level, or location of charging (or discharging) to benefit the grid), managed charging programs, and other tools to further merge EVs into California’s grid. VGI turns EVs into interactive grid resources, enabling not only new methods to manage consumer demand but also bi-directional charging (known as vehicle-to-grid (V2G)) that can enhance grid flexibility and reliability. Investing now to modernize the grid and adopting new demand management programs can pay dividends in the future, supporting California’s ambitious EV deployment goals while keeping electricity rates affordable.

preprint journal article

Novel Methodology to Identify Factors Causing Heterogeneity in Travel Demand during and after the Pandemic

Abstract

The COVID-19 pandemic significantly impacted the transportation sector, altering travel demand patterns and posing challenges for local systems. Evidence of spatial heterogeneity underscores the necessity for a comprehensive understanding of these disruptions. Origin–destination (OD) matrices are generally used to compare travel patterns. Direct observations like smartphone data to construct OD matrices may limit causality in trip distribution, emphasizing the need for a methodology enabling comparison of travel patterns and exploration of factors contributing to this heterogeneity. To this end, this study develops a novel two-phase methodology. The first phase involved capturing heterogeneity in the weekly progression of zonal trip-generation patterns (via structural similarity of OD matrices) and then clustering them together based on similarity. The second phase involved examining the factors influencing cluster membership of zones. We demonstrated the proof-of-concept using two case studies: home-based work trips on weekdays and home-based other trips on weekends. The case studies focused on the Northern California Megaregion. The data used in the first phase include passively collected mobile phone data. The second phase used data on explanatory variables (e.g., mean household income, employment density, the share of white- and blue-collar workers and half-mile transit accessibility) for the multinomial logit model. This additional data to augment the data set is sourced from American Community Survey five-year estimates and the US Environmental Protection Agency. This study uniquely applies a novel methodology to two case studies, showcasing how insights into factors driving travel pattern changes can assist local and regional policymakers in optimizing resource allocation, particularly for public transportation.

policy brief

How California Cities Respond to State-level Parking Reform

Abstract

Minimum parking requirements—zoning regulations that require a certain number of parking spaces to be built with new developments—come with a long list of downsides. The requirements increase the costs of development, reduce housing densities, subsidize car ownership, reduce walkability, and make it difficult to adapt and reuse historic buildings. In response, cities as diverse as Anchorage, Buffalo, and San Diego have reduced or eliminated parking requirements in recent years.

In 2022, California became the first state to eliminate parking requirements in certain neighborhoods. Assembly Bill 2097 (AB 2097) prohibits, in most circumstances, local governments from imposing parking requirements within a half-mile of an existing or planned major transit stop such as a rail station, ferry terminal, or the intersection of frequent bus routes. The research team examined how cities are responding to this new statewide law and draw out lessons for parking policy as well as other types of state preemption of local land use regulations.

Brace for Impact: The Environmental and Economic Effects of Shifting Passenger Travel from Airplanes to High-Speed Rail

Status

Complete

Project Timeline

July 20, 2020 - June 30, 2021

Principal Investigator

J.R. DeShazo

Project Team

Jason Karpman, James Di Fillippo

Project Summary

Aviation is the most greenhouse gas (GHG) intensive mode of transport for intrastate trips. Yet, there is no clear pathway for decarbonizing this sector. In the meantime, reducing GHGs from aviation requires shifting trips from the air to the ground, either by train or motor vehicle. There is a growing body of research that has documented the GHG implications of this diversion, but there are relatively few studies that have focused on other environmental and economic tradeoffs, or the efficacy of various policy instruments at facilitating this diversion. Researchers at the UCLA Luskin Center for Innovation propose synthesizing the peer reviewed and grey literature on: (1) the societal tradeoffs of shifting passenger and cargo transportation from the air to the ground; (2) the policy instruments for facilitating this shift; and (3) the interaction of these instruments with the various motivations behind mode choice. The synthesis will pull out key takeaways for policymakers and transportation planners in California, where the construction of an interregional high-speed rail network is already underway. The findings from this synthesis could help inform the state’s efforts to stimulate an economic recovery in the wake of the COVID-19 pandemic, while also leading the way towards carbon neutrality.

The Spatial Dilemma of Sustainable Transportation and Just Affordable Housing

Status

Complete

Project Timeline

July 20, 2020 - June 30, 2021

Principal Investigator

Campus(es)

UCLA

Project Summary

Siting subsidized affordable housing in dense urban areas near transit can help the state meet its environmental goals by reducing vehicle travel and lowering the amount of vehicle miles traveled (VMT). However, more information is needed on exactly how best to allocate housing subsidies that both improve access to economic and educational opportunities for underrepresented groups, and improve mobility throughout the state more broadly while reducing VMT. This project will address the challenge of identifying neighborhoods that are best suited to promoting the state’s housing and environmental goals. The research will look at VMT rates in neighborhoods with affordable housing and examine the access and environmental benefits of subsidized affordable housing near transit in dense, urban areas. The project will assemble tract-level data and indicators, and will analyze changes in the location of subsidized and non-subsidized housing between 2007 and 2018 to determine if the current and expected future distribution of affordable housing is consistent with the state’s VMT reduction goals. Findings from this analysis will be used to identify target priority areas for renters at the policy and program levels, including the siting of new federal Low-Income Housing Tax Credit construction. In addition, the project will examine if and how transportation considerations are being incorporated into three important and innovative housing programs, which have a shared goal of increasing residential choice and mobility.

By Transit, By-Right: How Housing Development Approval Processes Can Support Higher Transit-Friendly Density

Status

Complete

Project Timeline

July 20, 2020 - June 30, 2021

Principal Investigator

Project Team

Michael Manville, Shane Phillips, Nolan Gray

Campus(es)

UCLA

Project Summary

Density is important for successful transit service, and recent state and local housing policies tie production to transit proximity. Multifamily housing, however, often faces many obstacles. One important obstacle is that most cities evaluate transit-adjacent multifamily housing developments with discretionary processes. Discretionary approval is slow and uncertain: developers and city officials negotiate project-by-project, sometimes adding years to project timelines. The resulting delays and conditions can depress housing production and raise costs, with the result being fewer transit-accessible homes. An alternative is by-right approvals, which automatically approve projects that meet published standards, bringing housing to market quicker and at a lower cost. By-right approval could deliver denser and more affordable housing to urban areas, supporting increased transit ridership and other mobility goals. Because by-right approval is relatively rare, however, estimates of how much more housing it could deliver remain vague. This project used the City of Los Angeles’ Transit-Oriented Communities (TOC) program to help identify the role of by-right approval in delivering more housing near transit. The TOC program presents a rare opportunity to compare the impact of by-right and discretionary approvals in a single political and market context. The analysis compared costs, project timelines, and community benefits of by-right and nearby discretionary projects. The research team estimated reductions in project costs and time to market resulting from by-right approvals compared to affordable units provided by developers. This quantitative analysis was complemented by interviews with developers, community-based organizations, lenders, city officials, and others. The research team found that by-right projects were permitted 28% faster than discretionary projects, controlling for project and neighborhood characteristics. By-right projects also had less variance in their approval times, suggesting that by-right approval offers not just more speed but more certainty.

Do Existing Policies Still Hold? Quantifying Enduring Post-COVID Travel Patterns and Calibrating Policies

Status

In Progress

Project Timeline

January 1, 2026 - December 31, 2026

Principal Investigator

Campus(es)

UC Davis

Project Summary

The pandemic has caused lasting changes in when, where, and why people travel, affecting transportation policies built on pre-pandemic habits. This proposal explores the scale and structure of travel shifts after the pandemic. It evaluates whether California’s Sustainable Communities Strategies (SCS), targeted programs like Green Means Go, remain effective, and if SB 743 aligns with new travel behaviors. Utilizing LEHD LODES and Replica data, the project team analyzes origin-destination patterns by time-of-day, trip purpose, and residential choices across industries from 2019 to 2024.

The research uses term clusters (representing complete communities), where residents can live, work, and access daily needs within the same area. First, the team analyzes intra- and inter-cluster travel changes to determine whether travel has become localized or dispersed. Second, researchers examine whether the self-sufficient cluster model, where people can live, work, and recreate within the same area, is consistent across industries and income groups. Finally, the team evaluates if hybrid work patterns have changed job-housing balance and impacted the resilience of clusters targeted for infill and VMT reduction.

This study offers timely empirical insights to assist state policymakers (SACOG, SCAG) in revisiting policy assumptions, updating SB 375 implementation strategies, and identifying where local plans may need recalibration to meet California’s goals.

published journal article

The Evolving Travel and Driving Behaviors of Older U.S. Travelers in the 21st Century

Publication Date

December 4, 2025

Author(s)

Phoebe Chiu, Yu Hong Hwang, Fariba Siddiq, Brian D. Taylor

Abstract

The number and share of U.S. residents aged 60+ years have increased substantially since 2000, and both are projected to expand further in the years ahead. The mobility patterns of this growing cohort of travelers are consequential and only lightly studied since the COVID-19 pandemic. To better understand the travel patterns of older adults and how they have evolved since the turn of the century broadly, and following the COVID-19 pandemic in particular, this article analyzes national data from the 2001, 2009, 2017, and 2022 iterations of the U.S. National Household Travel Survey. The article compares travelers in their 60s, 70s, and above with middle-aged (aged 30–59 years) and younger travelers (aged 5–14 and 15–29 years) across multiple dimensions. The study finds that trip-making and person-miles of travel have been falling for older and younger travelers for years and declined dramatically following the pandemic. Meanwhile, both trip lengths and driving rates have grown. The study finds, as well, that older adults are driving later in life over time, and non-driving adults are making fewer trips and traveling fewer miles than those who remain behind the wheel. The study also finds that the odds of giving up driving because of a medical condition or disability have declined significantly since 2009, controlling for an array of factors associated with travel. The practical and policy implications of reduced trip-making, longer trips, higher rates of driving, and declining driver cessation among older travelers are many, and warrant more attention from transportation analysts and policymakers in the years ahead.

research report

Transformative Community Planning as a Tool for Advancing Mobility Justice: Two Case Studies Using Community-Based Participatory Action Research and Racial Equity Impact Assessment

Abstract

Top-down transportation planning practices have historically ignored the needs and concerns of low-income communities of color, which can lead to residential and commercial displacement as public investments increase land values and rents. The concept of mobility justice centers the needs of communities that have historically been excluded from transportation planning decisions. We partnered with community groups to examine two transportation planning projects in the Bay Area using collaborative research methods. The first was a retrospective analysis of the East Bay Bus Rapid Transit project in East Oakland that reflects the harms of top-down planning. The second study examined the City of Richmond’s Transformative Climate Communities projects, a more collaborative approach to planning with low-income communities involved at every stage. The top-down planning model employed in the East Oakland case study resulted in significant health, safety, and displacement impacts that could have been avoided. The Richmond case study shows project changes occurring as a direct result of using mobility justice principles.