Exploring Mobility Types and Car Dependency in the Los Angeles Region

Status

In Progress

Project Timeline

December 1, 2022 - November 30, 2023

Principal Investigator

Project Summary

Los Angeles (LA) is one of the most car-dependent regions worldwide. It has a sprawled urban form, a well-connected highway system, and a limited set of reliable alternatives to car travel. Considering the threats of Climate Change and the availability of emerging mobility technologies such as ride-hailing (also known as Transportation Network Companies, or TNCs), shared micromobility (e.g., bike-sharing, e-scooters), electric vehicles, and vehicle automation, the way people travel as well as the role of cars are likely to change in the future. As a result, there is a strong need to better understand mobility types and factors affecting car dependence in LA to set a baseline for a more sustainable future for transportation system. It is particularly important to explore how travel is organized and which role the car plays for different groups in LA because the region has a diverse representation of households with various socio-economic and demographic backgrounds, which creates significant variability in terms of transportation availability. As the world enters the post-pandemic era, this study can serve as one of the pioneer efforts to explore how the transportation landscape will evolve after COVID-19. Given these considerations, this research project aims to assess mobility types and car dependence in the region and draw from these to develop policy implications that will help reshape the transportation system in LA. The research team will design and administer a cross-sectional survey and analyze the data collected in multiple neighborhoods in the LA region. The online survey will be administered in winter 2023. This unique dataset will allow the in-depth analysis of respondents’ travel preferences, attitudes towards the use of cars and other travel modes, perceptions regarding the built environment and transportation infrastructure, and psychological factors that affect activity-travel behaviors. With this knowledge, the research team will be able to identify and differentiate subjective and objective dimensions of car dependence and define distinctive mobility types in the region. Researchers will develop weights to address any potential issues related to the lack of representativeness in the sample and to ensure the findings can mirror LA residents’ travel behavior and mobility preferences. This study will allow the research team to understand mobility patterns and travelers’ characteristics in the LA region and help guide policymakers in developing strategies that can address the variations in individuals’ mobility needs based on socio-spatial differences in the future.

Connecting Telework, Travel Behavior, and System Performance During the COVID-19 Pandemic

Status

In Progress

Project Timeline

November 16, 2022 - June 30, 2024

Principal Investigator

Project Team

Project Summary

The COVID-19 pandemic and the imposed social distancing measures led many workers to adopt telecommuting—working from home—arrangements on a large scale. The massive changes in work activity may have long-term impacts on domestic and travel behavior, including how people organize their work, where that work is performed, how activities and travel are scheduled, and what travel mode is used. Telework has been touted as a potentially effective travel demand management strategy as well as an environmental management tool for reducing travel and greenhouse gas emissions under Senate Bill 375. The COVID-19 pandemic and associated travel restrictions, despite creating immense disruption to our lives, also offered an opportunity to experience how telework policies and practices can affect daily travel, should it remain a significant part of the work landscape.

This study considers how telecommuters have responded to the changes in activity-travel scheduling and time allocation. In particular, it considers how workers utilized time during the pandemic by comparing workers who telecommuted with workers who continued to commute. Commuters were segmented into those who worked in telecommutable jobs (potential telecommuters) and those who did not (commuters). Findings from this work suggest that telecommuters exhibited distinct activity participation and time use patterns from the commuter groups. This study also supports the basic hypothesis that telecommuters were more engaged with in-home versus out-of-home activity compared to potential telecommuters and commuters. In terms of activity time-use, telecommuters spent less time on work activity but more time on caring for household members, household chores, eating, socializing and recreation activities than their counterparts. During weekdays, a majority of telecommuters did not travel and in general this group made fewer trips per day compared to the other two groups. Compared to telecommuters, potential telecommuters made more trips on both weekdays and weekends while non-telecommutable workers made more trips only on weekdays. The findings of this study provide initial insights on time-use and the associated activity-travel behavior of both telecommuter and commuter groups during the pandemic.

Analyzing Travel Behavior Patterns During the Post-COVID-19 Recovery

Status

In Progress

Project Timeline

October 1, 2022 - September 30, 2023

Principal Investigator

Campus(es)

UC Davis

Project Summary

Transportation is going through an era of huge disruption. A first component of this disruption is associated with the deployment of emerging transportation services based on new smartphone apps and real-time communications. Starting approximately a decade ago, new mobility services, including ridehailing services (also known as Transportation Network Companies, or TNCs), have been significantly transforming the passenger transportation sector. Since their inception, the usage of TNCs has grown rapidly in urban regions, yet their impact on vehicle miles traveled (VMT) and greenhouse gas (GHG) emissions are still largely unknown. Starting in early 2020, the world has experienced an even bigger disruption of a very different origin. In just a few months, the COVID-19 pandemic has quickly disrupted social and economic activities with effects that are still present in society and are expected to last. The pandemic caused a huge reduction in air travel, with a large reduction in both business and leisure trips, as well as many changes in household activities and mobility patterns. Since then, mobility flows have been recovering at different rates and evolving in different spatiotemporal travel patterns compared to their pre-pandemic baseline. Given these dramatic and impactful changes in society it is crucial to understand both the temporary and long-lasting changes that the COVID-19 pandemic and the associated modifications in activities and travel in California, and how various policies might affect this new “normality” in terms of modified travel behaviors and the potential for coupling the economic recovery with improved effects on equity and the environment. The research team will analyze the dataset from the longitudinal panel that the Three Revolutions Future Mobility program has built with annual data collections since 2018 with the latest survey wave being administered in fall 2022. This unique dataset allows researchers to perform novel analyses and does not have reliability issues that are normally present in datasets that rely only on retrospective data. To aid in the generalizability of the conclusions, the researchers will review the weights that were developed for each data collection wave to address the lack of representativeness in the sample and compare the different patterns observed in data collected with online surveys vs. traditional printed questionnaires, to ensure a consistent and methodological sound approach is in place. The researchers will investigate various topics such as changes in travel patterns (mode shift, car shedding, etc.), eventual VMT reduction, and assessing how the COVID-19 pandemic has impacted the travel behaviors of disadvantaged communities across the state.

Examining the Interplay of Parking, Working from Home, and Travel Behavior

Status

Complete

Project Timeline

July 15, 2022 - December 31, 2023

Principal Investigator

Campus(es)

UCLA

Project Summary

California has a strong interest in reducing the externalities of vehicle travel. Parking policy offers one possible lever. When parking is abundant and free, theory and evidence both suggest that driving will be more attractive, and transit use less so. Taking steps to make free parking less prevalent, therefore, could nudge travel behavior in a more desirable direction. In the wake of the COVID-19 pandemic, moreover, there is interest in the future of telework. Here too, parking could play a role, although its influence is more ambiguous a priori. This project draws on the 2010-2012 California Household Travel Survey (CHTS) to revisit the potential of parking policy to influence travel behavior. Across thousands of users and a broad spectrum of built environments, the CHTS records if a given trip used parking, if the driver paid for it and (if they did) its price, if the parking was on or off-street, and so on. Specifically, the project team analyzed the associations between parking availability and decisions to work from home, drive, and use public transportation were analyzed. The data confirms something that has long been anecdotally intuitive, but never empirically verified that the vast majority of California vehicle trips end in a parking space, and most of those spaces, both on- and off-street, are unpriced. The project team also estimated regressions demonstrating that, even controlling for a host of other factors, the presence of free parking is strongly associated with more vehicle ownership, more driving, and less transit use.

Community College Transportation Access: A California Case Study

Status

In Progress

Project Timeline

February 13, 2022 - March 31, 2024

Principal Investigator

Campus(es)

UC Berkeley, UCLA

Project Summary

Community college students spend more on transportation than their counterparts at public and private four-year colleges, partly due to the lack of on-campus or nearby affordable housing. Recent research highlights how transportation challenges are an overlooked but basic need for community college students. While the empirical evidence is somewhat limited, there are established connections between transportation access and educational outcomes. For example, a study with Rio Hondo Community College in the Los Angeles region found that students who received deeply discounted transit passes had higher student success rates than their comparative peers. This evidence suggests that transportation investments for California’s community college students are worthwhile to explore in efforts to boost community college completion rates. This project will identify strategies for increasing transportation access to community colleges and trade schools by creating a typology and framework for understanding the available transportation options. The study seeks to answer the questions: (1) how can the range of community colleges in California be categorized to subsequently tailor transportation interventions, (2) what is the range of transportation services that are currently being offered, (3) what are the barriers to access community colleges, and (4) what strategies and policies could lead to key outcomes (e.g., students attaining high quality jobs or going on to four-year colleges). The researchers seek to understand what may be adding additional stressors (e.g., level of engagement in college activities) for community college with respect to the transportation barriers they face and how public transit and other options might help to address such barriers (e.g., public transit subsidies, ease of payment, carpooling).

Understanding and innovating Transportation Access to Education: A study of K-12 Student Transportation in California

Status

In Progress

Project Timeline

June 29, 2022 - March 31, 2025

Principal Investigator

Campus(es)

UC Davis, UCLA

Project Summary

School choice is the process of allowing families to choose the K-12 educational options that best fit the needs of their children. Proponents of school choice contend that it provides alternatives to traditional public schools for children who have poor educational options in their neighborhoods and/or for children with other special needs and/or interests. In contrast, critics argue that spending public funds to support choice schools undermines the traditional public school system, which educates the majority of California’s children. Despite the ongoing debate over the merits of school choice, in California families have a growing number of school choice options. As of 2020-21, about 25 percent of K-12 students in California attended a charter, magnet, and/or private school. While the percentage of students attending private schools has declined over time, public school choice options have grown. Families need transportation to both find and regularly attend a school located outside of their local attendance zone. Yet, most choice programs have not been designed with access to schools in mind, and California does not require charter schools to even consider transportation in initial applications. A high percentage of low-income families (one third in Denver, Colorado, and Washington, DC) report that they would send their child to a better school located further from their home if they had adequate transportation. However, many low-income families do not have adequate transportation. They are less likely than higher-income households to have reliable access to an automobile. Moreover, outside of very large, transit-rich cities, public transit has difficulty serving the school trip and this can have negative consequences for student academic outcomes. Finally, research shows that school bus eligibility is associated with a higher likelihood of selecting a choice school and decreased rates of absenteeism. Yet the share of students with access to district-provided transportation has declined over time: as of 2009 only one in eight California students is bused to school, one-third the national average. Very little of this research centers on California, despite the fact that state policy differs from most other states.

To better understand disparities in access to high-quality schools and to inform school transportation policy, the researchers will draw on multiple statewide data sources and analyze the relationship between transportation and school choice in California. They will test whether students with access to transportation resources—either personal or public—are more likely to attend a school that is located outside of the student’s neighborhood attendance zone. Transportation resources to be considered will include (a) the availability of household vehicles, (b) residential location in dense urban areas where students may be more likely to travel to schools by public transit relative to other neighborhoods, and (c) public expenditures on school transportation.

Steering California’s Transportation Future: A Report on Possible Scenarios and Recommendations

Status

Complete

Project Timeline

February 7, 2022 - June 30, 2023

Principal Investigator

Campus(es)

UCLA

Project Summary

What will California’s transportation and land use future look like? Will Californians gain more mobility and housing options that support the state’s economic, social, and climate goals? Or will the car continue to shape what cities look like and how people get around in them? These questions are important because how Californians live and move in the future will be shaped by investments and policies made today. In this project, the researchers investigated the future of transportation, land use, and planning in California by exploring four transportation/land use scenarios for 2050 with a panel of 18 experts. The four scenarios were: (1) more city living and lots of traffic, (2) easy to get around without a car, (3) you’ll need a car to get around, and (4) lots of travel choices, but most will drive. Their consensus opinion was that the most desirable scenario (“Easy to Get Around without a Car”) is also the least likely to materialize, due to faults in the political planning process. Despite promising state policies to increase transportation choices, problematic local land use politics and patterns appear likely to yield a future scenario (“Lots of Travel Choices, but Most Will Drive”) that continues car dependence and chronic congestion, absent a significant rebuilding of government trust and capacity.d

New Methods for Integrating “Discrimination Effects” and Travel Demand Modeling

Status

In Progress

Project Timeline

September 20, 2022 - March 31, 2025

Principal Investigator

Campus(es)

UCLA

Project Summary

Advancing the tools needed for equity analysis of transportation investments requires new frameworks that consider the conditions of vulnerable communities and link to travel choice behavior measurement, transportation systems infrastructure, and policy. Large-scale urban travel demand models (made up of a system of linked discrete choice models) are widely used to evaluate the costs and benefits of transportation investments and are employed during the transportation decision-making process). Yet, absent from this classic framework is the role that discrimination plays in constraining opportunity spaces for certain travelers, which then skews assessments of transportation costs and benefits and drives inequitable and harmful transportation investments.

This research project will develop a methodological framework for travel demand modeling that explicitly integrates social-political attitudes, such as discrimination in transport services like ride hailing or in economic activity opportunities such as the labor market. This new framework requires new approaches of latent variable measurement of spatially varying discrimination effects, and development of a choice set generation process that links discrimination with restriction of opportunities. Developing methods to integrate social-political attitudes with the travel behavior modeling framework requires innovation in the measurement of latent spatial discrimination effects and how best to associate these effects with the choice generation process. The required research activities include a literature and data review, testing of approaches for integrating discrimination effects in travel choice models, estimating two-mode destination models for LA County, and performing a series of statistical and model checking tests.

Evaluating Place-Based Transportation Plans

Status

Complete

Project Timeline

September 22, 2022 - September 30, 2023

Principal Investigator

Campus(es)

UCLA

Project Summary

California has increasingly turned to place-based, community-driven programs such as Transformative Climate Communities (TCC), the Community Air Protection Program (CAPP), and Regional Climate Collaboratives (RCC) to address the twin priorities of climate change and environmental justice. Transportation improvements are at the heart of these programs because of the potential to mitigate air pollution, greenhouse gas emissions, and inequities in access to transportation. However, these efforts are inherently difficult to evaluate as they often involve a diverse set of projects with different timelines and locations. Moreover, evaluators often face the challenge of isolating the effects of individual programs. Carefully selected control sites can support this effort, but no two communities are exactly alike, limiting the ability of evaluators to make meaningful comparisons. This research addresses how place-based climate action efforts are being evaluated, and what insights from the broader policy and plan evaluation research literature might inform evaluation design. The focus is on place-based, community-driven programs in California that encompass multiple interventions to address intertwined issues of transportation justice, climate change, and air pollution. While TCC, RCC, CAPP, and the Sustainable Transportation Equity Project (STEP) are the most high-profile programs, the project will also consider planning grants such as Sustainable Communities Planning Grants and Community-Based Transportation Plans. For each funded program site the research team will review planning and evaluation documents and annual reports to compile a dataset of data collection and evaluation activities classified by (1) type of activity being assessed (planning vs. implementation), (2) evaluation indicator (e.g. air quality, transportation accessibility), (3) data source (e.g. interviews, air sensors), and program design (e.g. cross-sectional vs. longitudinal, inclusion of control sites). The research team will complement the review of these documents with 10-20 key informant interviews with staff from state and local agencies to help understand how the evaluations are proceeding in practice, and which aspects of place-based program evaluations have proved most valuable, challenging, and scalable to other programs.