The Car-Centric Future of Planning Data

Data collection used for planning purposes has traditionally focused on cars, rather than people. So far, innovative transportation technologies seem unconcerned with changing that pattern.

2 minute read

August 17, 2016, 5:00 AM PDT

By James Brasuell @CasualBrasuell


Google Self-Driving Car

Ed and Eddie / Flickr

Joe Cortright cautions against the dangers in over-estimating the value of data in planning decisions. Though a believer in using data to inform decision making and problem solving, Cortright reminds us that "sometimes the quantitative data that’s available is too limited to enable us to see what’s really going on." Moreover, "incomplete data can lead us to the wrong conclusions."

Cortright chooses the case study of walkability to examine the shortcomings of traditional planning data. After examining reports of the pedestrian experience in Houston (and similar conditions around the country), Cortright states the problem: "Because we lack the conventional metrics to define and measure, for example, the hardships of walking, we don’t design and enforce solutions or adopt targeted public policies."

Further distorting the focus of planning and engineers is an overabundance of data on car traffic: "we have parking standards, traffic counts, speed studies, and 'level of service standards,'" and "[t]raffic engineers will immediately tell us when a road is substandard, or its pavement has deteriorated, or its level of service has become (or might someday become) degraded."

The implications of Cortright's argument reach into the future, however, and this is where planners have the power to demand more from policy makers. Recall the recent criticism of the city of Columbus' selection for $50 million in grant money from the U.S. Department of Transportation's Smart City competition—awarded for a project proposal that focuses on autonomous vehicles, rather than public, mass transit. Cortright's concern with the priority on self-driving cars and other futuristic technology:

New technology promises to provide a firehose of data about cars, car travel, car delay, and roadways—but not nearly as much about people. This is a serious omission, and should give us pause about the application of “smart” principles to cities and transportation planning.

Tuesday, August 16, 2016 in City Observatory

portrait of professional woman

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching. Mary G., Urban Planner

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching.

Mary G., Urban Planner

Get top-rated, practical training

Wastewater pouring out from a pipe.

Alabama: Trump Terminates Settlements for Black Communities Harmed By Raw Sewage

Trump deemed the landmark civil rights agreement “illegal DEI and environmental justice policy.”

April 13, 2025 - Inside Climate News

Logo for Planetizen Federal Action Tracker with black and white image of U.S. Capitol with water ripple overlay.

Planetizen Federal Action Tracker

A weekly monitor of how Trump’s orders and actions are impacting planners and planning in America.

April 16, 2025 - Diana Ionescu

Black and white photos of camp made up of small 'earthquake shacks' in Dolores Park in 1906 after the San Francisco earthquake.

The 120 Year Old Tiny Home Villages That Sheltered San Francisco’s Earthquake Refugees

More than a century ago, San Francisco mobilized to house thousands of residents displaced by the 1906 earthquake. Could their strategy offer a model for the present?

April 15, 2025 - Charles F. Bloszies

Calvary Street bridge over freeway in Indianapolis, Indiana.

Indy Neighborhood Group Builds Temporary Multi-Use Path

Community members, aided in part by funding from the city, repurposed a vehicle lane to create a protected bike and pedestrian path for the summer season.

1 hour ago - Smart Cities Dive

Holland Tunnel, vehicular tunnel under Hudson River that connects New York City neighborhood of SoHo in Lower Manhattan to east with Jersey City in New Jersey.

Congestion Pricing Drops Holland Tunnel Delays by 65 Percent

New York City’s contentious tolling program has yielded improved traffic and roughly $100 million in revenue for the MTA.

3 hours ago - Curbed

People walking up and down stairs in New York City subway station.

In Both Crashes and Crime, Public Transportation is Far Safer than Driving

Contrary to popular assumptions, public transportation has far lower crash and crime rates than automobile travel. For safer communities, improve and encourage transit travel.

April 18 - Scientific American