Like what you've read?

On Line Opinion is the only Australian site where you get all sides of the story. We don't
charge, but we need your support. Here�s how you can help.

  • Advertise

    We have a monthly audience of 70,000 and advertising packages from $200 a month.

  • Volunteer

    We always need commissioning editors and sub-editors.

  • Contribute

    Got something to say? Submit an essay.

 The National Forum   Donate   Your Account   On Line Opinion   Forum   Blogs   Polling   About   
On Line Opinion logo ON LINE OPINION - Australia's e-journal of social and political debate


On Line Opinion is a not-for-profit publication and relies on the generosity of its sponsors, editors and contributors. If you would like to help, contact us.


RSS 2.0

Forecasting new infrastructure patronage

By Alan Davies - posted Tuesday, 13 July 2010

We’ve seen some high profile examples in recent years of how hard it is to forecast patronage on new transport infrastructure.

The Cross City tunnel in Sydney and the Clem 7 in Brisbane, for example, have both performed well below forecasts. Even when it was free, the Cross City tunnel did not approach the forecast volumes (PDF 214KB) of 90,000 vehicles per day. Traffic volumes on the cross-river tunnel in Brisbane fell from almost 60,000 during the free period to around 20,000 in the first week of tolling.


California’s planned $42 billion High Speed Rail (HSR) project provides another example of the difficulties of forecasting demand. Although there are important differences between the design of the California HSR system and proposals for a Very Fast Train (VFT) between Sydney-Canberra-Melbourne, the former nevertheless has important lessons for us. I have previously discussed the VFT here, here, here and here.

A new analysis (PDF 2.15MB) by the Institute of Transportation Studies, University of California Berkeley, found significant problems with the demand modelling and analysis undertaken for the California project by Cambridge Systematics (CS) “that render the key demand forecasting models unreliable for policy analysis”.

The lead paragraph of a story on the issue in the Los Angeles Times says “Ridership forecasts for the California high-speed rail project are so unreliable that it is difficult to predict whether the proposed bullet train would be profitable or suffer severe revenue shortfalls, according to a report released Thursday by transportation experts at UC Berkeley”.

The study was requested by the Chair of the state Senate Transportation and Housing Committee overseeing the project and was funded by the HSR Rail Authority itself.

The LA Times says the UC Berkeley researchers concluded that there are problems in the statistical model used for the forecasts, including methods that exaggerated the importance of frequent train service; faulty assumptions about which stations travellers would use; and inadequate sampling of long-distance travellers that was compensated for by using a technique that has been deemed obsolete.

The researchers summarise one of the key shortcomings as follows:


In broad terms, the approach taken by CS includes a model development phase and a model validation phase. In the model development phase, both historical data and survey data were employed to develop a mathematical model of interregional travel. The individuals surveyed were interregional trip makers. However, the mode choices of the individuals surveyed were not representative of California interregional travellers. For example, nearly 90% of long distance (over 100-mile) business passenger trips are made by car, while 78% of the long distance business travellers sampled for the study were travelling by air.

They conclude that “the true confidence bands around the estimates from these models must be very wide. They are probably wide enough to include demand scenarios where HSR will lose substantial amounts of money as well as those where it will make a healthy profit”.

The take-home message is that not all infrastructure projects are guaranteed to deliver a motza, at least not any more. Maybe the Premier of Victoria has a point when he emphasises that one of the benefits of PPPs for taxpayers is that providers carry the risks (or at least are supposed to).

  1. Pages:
  2. Page 1
  3. All

First published in The Melbourne Urbanist on July 4, 2010.

Discuss in our Forums

See what other readers are saying about this article!

Click here to read & post comments.

1 post so far.

Share this:
reddit this reddit thisbookmark with Del.icio.usdigg thisseed newsvineSeed NewsvineStumbleUpon StumbleUponsubmit to propellerkwoff it

About the Author

Dr Alan Davies is a principal of Melbourne-based economic and planning consultancy, Pollard Davies Pty Ltd ( and is the editor of the The Urbanist blog.

Other articles by this Author

All articles by Alan Davies

Creative Commons LicenseThis work is licensed under a Creative Commons License.

Article Tools
Comment 1 comment
Print Printable version
Subscribe Subscribe
Email Email a friend

About Us Search Discuss Feedback Legals Privacy