The trouble with traffic studies: why bad traffic predictions are making our cities worse and what courts should do about it

Pages325-376
Date01 October 2024
Published date01 October 2024
AuthorKenneth Stahl,Kristina Currans
Subject MatterDerecho Público y Administrativo
THE TROUBLE WITH TRAFFIC STUDIES:
WHY BAD TRAFFIC PREDICTIONS ARE MAKING
OUR CITIES WORSE AND WHAT COURTS SHOULD
DO ABOUT IT
Kenneth Stahl and Kristina Currans
1
Synopsis: Land use dec isions today al most invariably require predic -
tions about the amount of traffic a new development will g enerate, but
these predictions are often inaccurat e because the predomina nt
method used to pred ict traffic impacts tends to significa ntly over-
estimate vehicle traffic . As a result, land use decision s predicated on
such inaccurate traffic predict ions end up perpe tuating automobile
dependency and generating hostili ty to new housing deve lopment,
deepening a seve re housing crisis th roughout the country. Planners,
lawyers, developers, elected officials, a nd courts mostl y seem content
to ignore these obvious problems, but th eir complacency m ay not last
much longer. This Article argues tha t the con ventional, vehic le-
oriented me thod for predicting t raffic impacts does no t withstand
judicial scrutiny under a ny of the stan dards of review applicable to
land u se decisions. Therefore, we conclude that courts should review
prediction s of future traffic with greater skeptic ism. Indeed, the United
States Supreme Court recen tly decided an im portant case, Sheetz v.
County of El Dorado, California , 601 U.S. 267 (2024), that may require
courts to review traffic predic tions more closely. Our research should
also encourage members of the public to push b ack agai nst tra ffic
studies tha t over-estimate traffic impacts and spur agencie s to explore
and ado pt more reliabl e methods for estimating the traffic impacts of
new develop ment.
1
Kenneth Stahl is a Professor of Law and Director of the Environmental, Land Use
and Real Estate Law program at Chapman University Fowler School of Law. He is also a
practicing land use attorney who assists developers and housing organizations to obtain
approvals for housing projects in California. Kristina Currans is an Assistant Professor at
the University of Arizona School of Landscape Architecture & Planning. For helpful
comments, the authors thank participants at the Planning, Law and Property Rights
Conference at the University of Michigan Taubman College of Architecture & Urban
Planning, the State and Local Government Law Conference at Northwestern Pritzker
School of Law, the People for Housing Orange County webinar series, and the Chapman
University Fowler School of Law Faculty Workshop series, as well as three anonymous
peer reviewers. We also thank Cara Vincent Williams for excellent research assistance.
326 59 REAL PROPERTY, TRUST AND ESTATE LAW JOURNAL
I. INTRODUCTION .......................................................................... 326
II. THE USE AND MISUS E OF TRIP GENERATION AND TRAFFIC
STUDIES ..................................................................................... 332
A. Trip Generation and Traffic Studies ..................................... 334
B. The Prominence of Traffic Studies/Trip Generation and Their
Uses in Practice .................................................................... 335
C. Theoretical and Practical Issues with Traffic Studies ........... 337
1. Flaws in the ITE Method ................................................ 338
2. Reliability: What We Do and Don’t Know ..................... 341
3. Innovations .................................................................... 342
III. STANDARDS OF REVIEW ............................................................ 345
A. Legislative Decisions and the “Fai rly Debatable” Standard.. 347
B. Quasi-judicial Decisions and the Substantial Evidence
Standard ............................................................................... 353
C. Exactions and the Nexus/Rough Proportionality Test ........... 360
D. Special Benefit/Competent Evidence ................................... 363
IV. ADDRESSING OBJECTIONS ........................................................ 366
A. Generalist Courts Cannot Reasonably be Expected to Evaluate
Expert Testimon y with This Level of Granularity. ............... 366
B. Applying Heightened Scrutiny to the Conventional Method Would
Undermine the Ability of Agencies to Finance Needed
Services and I nfrastructure. .................................................. 368
C. Applying Heighte ned Scrutiny to the Conventional Method
Would have the Unintended Effect of Making Project Approvals More
Difficult. ............................................................................... 372
D. Given their Attachment to the Status Quo, It’s Unlikely that Any
Developer Will S ue to Invalidate t he ITE Method ................ 374
V. CONCLUSION ............................................................................. 376
I. INTRODUCTION
Virtually all land use decisions require rough predictions of future
traffic. Suppose a developer asks a city for approval to build a large
apartment complex on a busy commercial thoroughfare. Before
approving the project, the city will need to know how much automobile
FALL/WINTER 2024 THE TROUBLE WITH TRAFFIC STUDIES 327
congestion the project will add to already congested roads.
2
Or, suppose
a city is considering whether to change its zoning regulations to permit
religious institutions in a residential neighborhood to satisfy federal
requirements that cities’ land use rules accommodate religious land
uses.
3
A “rezoning” of this sort is like ly to have some impact on existing
automobile traffic, but the precise impact will depend on numerous
factors, such as the number of congregants expected to attend worship
services, how often and when such services take place, the mode of travel
congregants typically use to attend services, and so forth. In order to craft
an appropriate zoning ordinance that meets the need for new religious
institutions while respecting existing neighborhoods, the city must find
some way of estimating traffic impacts that takes account of these vari-
ous factors.
For years, cities and other planning agencies have conventionally
predicted vehicle traffic using “trip generation” statistics provided by a
non-profit organization called the Institute of Transportation Engineers
(“ITE”).
4
These are “off the rack” estimates of the number of trips
produced by a particular land use5.44 trips per day for each apartment,
3.81 trips for every 1,000 square feet of a shopping center, and so on.
5
To determine how much traffic a particular project will generate,
agencies will commission a traffic study, or “Traf fic Im pact Analysis”
(TIA), which typically plugs these trip generation rates into the actual
land uses proposed by the project to produce a number of estimated
trips.
6
For example, if a project proposes 100 apartments, the traffic
2
In some places, local governments may be prohibited from approving projects that
cause traffic on nearby roads to exceed a certain threshold of congestion. See, e.g., CAL.
GOVT. CODE § 66474 (requiring denial of subdivision map if the site is n ot “physically
suitable” for the type and density of development). Even if not, cities often face political
pressure from nearby residents not to approve projects that generate too much traffic. See
ANTHONY DOWNS, STILL STUCK IN TR AFFIC: COPING WITH PEAK HOUR TRAFFIC
CONGESTION 1336 (2004).
3
Under the Religious Land Uses and Institutionalized Persons Act (RLUIPA), 42
U.S.C. § 2000cc(b), municipalities must provide areas where religious institutions are
permitted “as of right,” without any discretionary permits. Prior to RLUIPA, religious
institutions were often required to go through a discretionary approval process because of
the traffic impacts often associated with such institutions. After the passage of RLUIPA,
many cities have had to rezone areas of town to permit religious land uses as of right, as
described in the text.
4
See INST. OF TRANSP. ENGRS, 2 ITE TRIP GENERATION MANUAL (10th ed. 2017).
5
See id. at 73, 140.
6
See, e.g. Scott Kelley, What is a Traffic Impact Study?, GREENLIGHT TRAFFIC ENGG
(Feb. 5, 2024), https://www.greenlighttrafficengineering.com/blog/trafficimpact-Study.

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