New Study Predicts Vehicle Travel Saturation Levels

A new RAND Corporation study models motorization growth rates and saturation levels, and identifies potential policies to encourage more efficient transportation in developing countries.

1 minute read

July 27, 2014, 7:00 AM PDT

By Todd Litman


Famous Mexico City traffic

rutlo / Flickr

The report, The Future of Driving in Developing Countries by the RAND Corporation's Institute for Mobility Research, identifies various factors that affect motor vehicle ownership and use, including demographics (the portion of residents who work), incomes (which is the primary factor considered in previous studies), geography (density and travel distances), vehicle infrastructure (road and parking facility quality and price), fuel price, vehicle ownership policies (such as vehicle taxes and registration fees), quality of alternatives to driving, domestic oil and vehicle production industries political influence, and the favorability of car culture (whether popular culture and consumer attitudes favor automobile travel over other modes).

This analysis framework is used to develop a predictive model of motorization. The results indicate that although motor vehicle ownership and use tend to increase as incomes increase from very low to moderate, at high incomes they tend to saturate, and the level of saturation depends significantly on public policies. This explains why, for example, per capita vehicle travel saturated at about 4,000 annual kilometers in Japan, 7,000 annual kilometers in Germany, 10,000 annual kilometers in Australia, and 15,000 kilometers in the United States. This model can be used to predict future vehicle travel in developing countries, and to identify policies to help create more efficient and equitable transport systems.

Friday, July 25, 2014 in The Future of Driving in Developing Countries

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

Red 1972 Ford Pinto with black racing stripes on display with man sitting in driver's seat.

Analysis: Cybertruck Fatality Rate Far Exceeds That of Ford Pinto

The Tesla Cybertruck was recalled seven times last year.

July 2, 2025 - Mother Jones

Close-up of park ranger in green jacket and khaki hat looking out at Bryce Canyon National Park red rock formations.

National Parks Layoffs Will Cause Communities to Lose Billions

Thousands of essential park workers were laid off this week, just before the busy spring break season.

February 18, 2025 - National Parks Traveler

Paved walking path next to canal in The Woodlands, Texas with office buildings in background.

Retro-silient?: America’s First “Eco-burb,” The Woodlands Turns 50

A master-planned community north of Houston offers lessons on green infrastructure and resilient design, but falls short of its founder’s lofty affordability and walkability goals.

February 19, 2025 - Greg Flisram

Screenshot of shade map of Buffalo, New York with legend.

Test News Post 1

This is a summary

0 seconds ago - 2TheAdvocate.com

Red 1972 Ford Pinto with black racing stripes on display with man sitting in driver's seat.

Analysis: Cybertruck Fatality Rate Far Exceeds That of Ford Pinto

The Tesla Cybertruck was recalled seven times last year.

18 minutes ago - Mother Jones

test alt text

Test News Headline 46

Test for the image on the front page.

March 5 - Cleantech blog