• mobilitylab.org site logo
  • Mobility Lab main menu search icon:  click to do a search
    • Understanding Transportation Demand Management
    • Transportation Demand Management In Action
      • Arlington Transportation Partners
        • The Practice of Transportation Demand Management
      • Information and Outreach
        • Commuter Services
        • Messaging
        • Champions Program
      • Learn more about TDM
        • Further Reading
    • Our Research
      • Travel Behaviors
        • Transit
        • Bike
        • Walk
        • Ridesharing
        • Micromobility
      • Arlington Analysis
        • Regional Surveys
        • Evaluations
        • Building Studies
      • Market Profiles
        • All Profiles
    • Transit Oriented Communities
    • Urban Planning
    • Resources
      • The Transportation Cost-Savings Calculators
        • ROI Calculator
        • TRIMMS 4.0
      • Research Data
        • Transit APIs
        • Archived Articles
      • Video Library
      • Infographics
      • Glossary Of Key Terms
    • About Us
      • Meet Our Team
      • Careers

Research

  • Home
  • Research
  • Ridesharing

Policies for autonomous vehicles come into focus

October 18, 2017

This article was originally published by Brookings. It is co-authored by Annibel Rice, a research assistant temp with Brookings’ Metropolitan Policy Program.

Autonomous vehicles own today’s hype cycle, and likely for good reason.

While it’s fascinating to daydream about what AVs may look like, how much they will cost, and how they will change our travel habits, business is already booming. Hundreds of companies are engaged in one slice or another of the industry, and deals between companies can regularly exceed $100 million (and even $1 billion).

Governments are not left out of this hype cycle either. On Capitol Hill, in state capitols, and within city halls, public sector teams are moving as fast as possible to safely certify vehicle designs and on-road testing. So far, engineering is the public sector’s primary focus—both in terms of design itself, and how it relates to safety on our streets.

While there are a tremendous amount of engineering decisions to consider as AVs prepare to enter the marketplace, the public sector also must consider how vehicles collectively relate to the built environment. Governments:

  • determine local zoning
  • design roadway alignments
  • invest in new capacity
  • design parking regulations
  • set transportation taxes, and
  • invest in data and people to help manage all those decisions.

It’s a huge suite of responsibilities, and all apply in new ways around AVs.

Advancing conversations around these other public policies—not just engineering and safety—was the focus of a recent event co-convened by Mobility Lab, Brookings, the American Planning Association, George Mason University, the Eno Center for Transportation, and the National League of Cities.

(See another great roundup of the AV Symposium by Jennifer Henaghan of the American Planning Association.)

While it’s hard not to be excited about the potential of automated technology, there was a universal sentiment among attendees that if cities do not set the parameters of when and where AVs operate—and leave AV rollout strictly to market forces—the future urban landscape may only intensify many of the economic, social, and environmental challenges we already face today. Here are the major debates and policy ideas we took away from the symposium:

Ownership models and land use. Looming over the entire day was an unanswerable question: how often will Americans used shared AVs versus ones they privately own?

Among this group, there were deep concerns about how infatuation with technology could incite harmful individual behaviors. If everyone wants to own a private AV and abandons transit, the future could entail more cars on the streets and eliminate potential economies of scale from a shared use model. Cars formerly stored on private property might now roam the public domain, just waiting for their owner’s next trip (especially if they don’t become taxis during this time).

And with the ability to tolerate longer trips in an AV than driving ourselves, metropolitan footprints will likely expand, further stretching distances between people and economic opportunities. This scenario would also mean higher vehicle miles traveled (VMT), which would require more roadway maintenance funding and mitigation of environmental impacts.

This group was more optimistic about the shift to more ridesharing. If that happens, several land-use trends are likely. Urban environments will require much less parking. Parking revenue will collapse and require replacement. Eliminating parking minimums would both cut real-estate development costs immensely and widen design possibilities. Curb space will become much more valuable, with new design standards for drop-off areas and fees for access.

It will be incumbent on local leaders—who control many of the pricing and land-use levers at play—to determine which scenario they prefer. The consumer market will speak on its own, but policy (or the lack thereof) will steer consumer decisions.

Integrated transit planning and payment structure. AVs will mean a continued explosion of new data, giving public, private, and civic coders more opportunities to develop applications that synchronize transportation choices, their estimated travel times, and cost within one public app. Similar to how Google Maps and the San Francisco Municipal Transportation Agency MuniMobile app functions, users could easily compare trips via rail, bus, single or shared ride service, single or shared autonomous vehicle, bike, or by foot.

Behind-the-scenes, app technology allows cities to collect trip data, track revenue, and synchronize transportation services. For years, academics scoped the potential of transportation utilities—such app infrastructure could make that possible.

New approaches to pricing. Centralizing customer-facing software will also unlock new opportunities around pricing. For example, cities could take this platform a step further by incentivizing more environmentally-friendly choices or transit choices that release pressure from the transportation network. Governments could offer a ride in a single occupancy vehicle in 15 minutes, or a quicker two-minute wait for a ride in a shared vehicle.

Conversely, it could price transit based on congestion, offering discounted bus or train fares while highways are crowded. To ensure fairness for commuters at off-peak hours or from less popular areas, municipal leaders could enforce mandatory pricing structures, such as predetermined levels of acceptable surge pricing. All of this could be scaled to household income.

These kinds of pricing reforms will be especially important since current revenue sources—including gas taxes, parking, and vehicle registrations—may dry-up. As one panelist pointed out, unlike the proposed VMT tax, which constituents immediately leap to dismember as a “tax on the middle class,” there is not yet a built-in political constituency for AVs.

Legislators are in a unique political moment to set a 1 or 2 cent tax on AV VMT. Tennessee has already done this, with a 1 cent VMT tax specifically for autonomous vehicles, and Oregon piloted a voluntary VMT tax called OReGO, where participants opt into being charged 1.5 cents per mile instead of the state fuel tax of 30 cents per gallon. This model, along with congestion fees, occupancy fees to tax empty seats, and fees tailored to the time of day one is traveling, has the potential to meet or exceed former revenue streams.

Tailoring AV travel patterns. The introduction of AVs also gives policymakers a fresh opportunity to rethink how the physical designs and management of streets impact future travel patterns.

For example, instead of dedicated bus lane requirements, AVs could have ingrained lane-clearance technology to move out of the way when buses arrive. The operating systems of AVs could limit single occupancy vehicles to certain streets, and give shared AVs full reign in order to limit congestion—similar to the way that low-emission zones in Europe prevent highly-polluting vehicles from entering urban areas to improve air quality. Municipal leaders could require companies to expand shared-ride service to communities where it would not naturally be the most financially lucrative for equity’s sake.

Safety. Kevin Vincent, director of regulatory and safety affairs at Faraday Future, an intelligent electric vehicle startup, started his discourse with a plea: “Don’t do something that would slow down the incremental adoption of safety.” His “do no harm” mantra is representative of most automakers, who oppose strict federal rules this early in the game and want the freedom to experiment.

He is right to request that people not feed distrust of automation. When 37,000 people are killed in car crashes annually in the U.S., and fatality numbers have taken a turn for the worse since 2014, AVs have immense potential to eliminate human error and protect passengers and civilians. Yet it would be a mistake to ignore the very real need to address cybersecurity concerns and ensure the impenetrability of AV operating systems, in a world where people use vehicles as tools to cause terror.

Future of work. Automation is already changing the structure of the economy, threatening some industries, and propelling others. Attendees rightfully highlighted the need to provide job training and workforce programs to ready employees to transition from old jobs to new ones, while pointing out the potential for labor unions and other workforce players to support the transition. In this shift, cities must examine their occupational structures and industry composition individually. Different economic contexts yield different results, and hardship will be painful and differentiated among cities and between urban and rural areas.

The same classic question still applies—“can I get there from here?”—but AVs and automation broadly should push public officials to reconsider their assumptions about where people live, where they will work, and the ease of movement between the two.

Environmental challenges. Given the adequate attention given to these three major themes—equity and access, transportation networks, and land use and the built environment—two major ramifications of the sudden, anticipated proliferation of AV technology were not discussed much: how will they help or hinder environmental sustainability, and will AVs mitigate or accelerate carbon emissions?

Though discussions of land use and the built environment hinted at the issue along the lines of efficiency, no speaker provided clarity on whether AVs represent a catastrophic or miraculous turning point for the sustainability of the global transportation system. With the transportation sector now representing 27 percent of total U.S. emissions—the largest single sector—achieving climate targets is impossible without either reducing driving or switching en masse to renewable fuels. Simply put, the AV revolution must be met with a clean EV revolution, too.

In summary, local governments, municipal planning organizations, and transit agencies are understandably circumspect in their actions to regulate autonomous vehicles. Policymakers must strike a delicate balance between crafting forward-thinking regulations and being so quick-to-act that decisions are rendered obsolete by the changing marketplace.
In this case, however, it is crucial that metropolitan actors do not fall behind the wave of technological progress. Now is the moment to envision their ideal land use and transportation scenarios.

Photo by Jennifer Henaghan of the American Planning Association.

 
share this item

Subscribe to Receive Updates on the Latest Mobility Research and Trends

Arlington Virginia Department of Environmental Services

Transportation Resources for Arlington County (TRAC) is funded in part by grants from the U.S. Department of Transportation (DOT), the Virginia Department of Transportation (VDOT) and the Virginia Department of Rail and Public Transportation (DRPT)

TRAC Family of Sites
  • Arlington Transit
  • Arlington Transportation Partners
  • Bike Arlington
  • Capital Bikeshare
  • Car-Free Near Me
  • CommuterDirect
  • CommuterPage
  • Dieta Cero-Auto
  • The Commuter Store
  • Walk Arlington
  • Terms and Conditions
Follow Us
  • facebook
  • twitter
  • linkedin
  • youtube
  • instagram

© 2026 Mobility Lab, a program of Arlington County, Virginia

Accessibility Adjustments

Accessibility Commitment for Mobility Lab

At Mobility Lab, we are committed to making our digital presence as accessible and inclusive as reasonably possible for all users, including individuals with disabilities. Our goal is to improve the usability of https://mobilitylab.org and to support a more accessible experience for everyone, regardless of their abilities or the technologies they use.

Our Approach to Accessibility

We aim to align with the Web Content Accessibility Guidelines (WCAG), which define internationally recognized standards for digital accessibility. While full compliance cannot always be guaranteed, we strive to implement improvements where feasible and regularly review accessibility-related aspects of our website. Accessibility is an ongoing process, and we are committed to improving the experience over time as technologies, standards, and user needs evolve.

Accessibility Features

To support accessibility, https://mobilitylab.org may utilize tools/plugins as the accessibility toolbar. This interface provides users with a range of helpful features, including:
  • Adjustable text size and contrast settings
  • Highlighting of links and text for better visibility
  • Full keyboard navigation of the toolbar interface
  • Quick launch via keyboard shortcut: Alt + . (Windows) or ⌘ + . (Mac)
Please note the following:
  • The availability and effectiveness of these features depend on the website's configuration and ongoing maintenance.
  • While we strive to ensure accessibility, we cannot guarantee that every part of https://mobilitylab.org will be fully accessible at all times. Some content may be provided by third parties or affected by technical constraints beyond our immediate control.

Feedback and Contact

We welcome your feedback. If you experience any accessibility barriers or have suggestions for improvement, please contact us: Email: info@mobilitylab.org We are committed to reviewing all inquiries and aim to respond within 3–5 business days. If you require assistance accessing any part of this website, we are happy to provide support through alternative channels upon request. Last updated: February 19, 2026
How long do you want to hide the toolbar?
Hide Toolbar Duration
Select your accessibility profile
Vision Impaired Mode
Enhances website's visuals
Seizure Safe Profile
Clear flashes & reduces color
ADHD Friendly Mode
Focused browsing, distraction-free
Blindness Mode
Reduces distractions, improves focus
Epilepsy Safe Mode
Dims colors and stops blinking
Content Modules
Font Size

Default

Line Height

Default

Color Modules
Orientation Modules