The Public Purpose
Number 57 - May 2003

How Higher Density Makes Traffic Worse

By Wendell Cox

One of the principal reasons that "smart growth" or "compact city" urban strategies cannot reach their objective of reducing traffic congestion (or reducing its growth) is that there is a strong positive relationship between higher population density and higher traffic volumes. The most fundamental requirement of smart growth or compact city strategies is higher population densities.

The fundamental problem is that as population densities rise, vehicle use also rises. Perhaps the most significant research was performed for the Federal Highway Administration, which found, generally, that traffic volumes at typical densities tend to rise at least 80 percent of the rate of population density increase (Figure 1 & Note 1). This means that if an area experiences and increase of 100 percent in population per square mile, vehicle miles per square mile can be expected to increase 80 percent.

But there is more to it than that. As more vehicle miles occur in a confined geographical location (again, a requirement of smart growth or compact city strategies), traffic slows down and is subject to more "stop and go" operation. This further increases not only the time spent in traffic (vehicle hours per square mile), but also air pollution emissions per square mile (Figure 2, calculated from US EPA data). This more intense exposure to air pollution can have negative health impacts (even as overall air pollution levels are falling).

Further evidence is provided by the Texas Transportation Institute 2000 database (from Federal Highway Administration data) for the nation's urban areas with more than 1,000,000 population. A linear regression analysis shows a strong relationship between higher population density and higher traffic volumes (Table). The formula predicts that an urban area with a population density of 5,000 (such as Los Angeles) will have traffic volumes per square mile nearly three times that of an urban area with a population density of 1,000 (such as Nashville) (Note 2).

US URBAN AREAS  
LINEAR REGRESSION ANALYSIS
Population/Square Mile Vehicle Miles/Square Mile (From Formula) Compared to 1,000
5,000 93,069 2.90
4,000 77,835 2.42
3,000 62,601 1.95
2,000 47,367 1.47
1,000 32,133 1.00
Calculated from Texas Transportation Institute 2000 Data for top 50 urban areas in the United States
R2=0.775 (Significant at the 99% confidence level)
Constant: 16,899  
Coefficient: 15.23  

A rank order analysis of the same data shows similar results. Urban areas with densities of more than 4,000 per square mile tend to have traffic volumes per square mile nearly double that of urban areas with densities below 2,000 (Table).

US URBAN AREAS  
NOMINAL ANALYSIS: MEAN
Population/Square Mile Vehicle Miles/Square Mile Compared to Under 2,000
4,000 & Over 84,429 1.98
3,000 - 3,999 68,509 1.60
2,000 - 2,999 52,949 1.24
Under 2,000 42,735 1.00
Calculated from Texas Transportation Institute 2000 Data for top 50 urban areas in the United States

The international data reveals virtually the same dynamic. The higher densities of urban areas outside the United States are associated with much higher traffic volumes per square mile (despite their usually far superior transit systems). The highest density urban areas have traffic volume levels 2.5 times that of the lowest (Table). But there is more. Because of the slower speeds associated with higher traffic volumes, the time spent in traffic is even greater. Vehicle hours per square mile are five times as high among the highest density urban areas compared to the lowest. US traffic volumes per square mile are lower than the lowest international category, while vehicle hours per square mile are similar.

OUTSIDE US URBAN AREAS: 1995    
NOMINAL ANALYSIS: MEAN      
Population/Square Mile Vehicle Miles/Square Mile Compared to Under 5,000 Vehicle Hours/Square Mile Compared to Under 5,000
25,000 & Over 170,142 2.54 11,397 4.95
10,000 - 24,999 116,299 1.74 6,212 2.70
5,000 - 9,999 74,171 1.11 3,287 1.43
Under 5,000 66,863 1.00 2,302 1.00
         
Exhibit: US 55,337 0.83 2,675 1.16
International data calcuated from UITP Millenium Cities Database for developed world urban areas outside the United States
US traffic volume data from Federal Highway Administration for urban areas more than 750,000 in 1995.
US vehicle hours data from Millenium Cities database.  

It should also be noted that there is a difference between measures of traffic congestion (such as the Travel Time Index or delay per person) and measures of traffic volume (such as actual vehicle miles). An urban area with a balanced (freeway and arterial) and well designed roadway system is likely to have less traffic congestion than an another urban area with the same traffic volume and a poor roadway system. This is the principal reason, for example, that Atlanta has much worse traffic congestion than Milwaukee, which has a similar traffic volume. Atlanta is largely without an effective arterial street system that supports and provides alternates to its freeways.


Note 1: Calculated from US Census Bureau data and Catherine E. Ross and Anne E. Dunning, "Land Use and Transportation Interaction: An Examination of the 1995 NPTS Data," Searching for Solutions: Nationwide Personal Transportation Survey Symposium, US Federal Highway Administration, October 29-31, 1997).

Note 2: In actuality, Los Angeles traffic volumes per square mile are 3.1 times that of Nashville.

 LANGUAGE TRANSLATION SERVICE


Translator courtesy of InterTran (opens new window)

The Public Purpose: One of National Journal's Top 4 Transport Internet Sites
 NAVIGATION & PUBLICATION SERIES
NEW ITEMS
The Public Purpose
Demographic Briefs
Government Cost Review
Gov't Employment Fact Book
Highway & Motorway Fact Book
HOME
Intercity Transport Fact Book
Labor Market Reporter
Realities
School Transport Fact Book
Transport Fact Book
BOOK STORE
Urban Policy
Urban Transport Fact Book
Competitive Tendering Website
Intl Comp. & Ownership Conference
Alternatives to Light Rail in Seattle

 WEB SITE INFORMATION
Contact by E-Mail
Subscribe (Free)
Corrections Policy & Rights

The Public Purpose     WENDELL COX CONSULTANCY     Demographia
P. O. Box 841 - Belleville, IL 62269 USA
Telephone: +1.618.632.8507 - Facsimile: +1.775.521.8564
To facilitate the ideal of government as the servant of the people by identifying and implementing
strategies to achieve public purposes at a cost that is no higher than necessary.

(c) 2002 www.publicpurpose.com --- Wendell Cox Consultancy --- Permission granted to use with attribution.