Bicycle and Pedestrian Trip Demand Modeling
Trip Chaining
Travel Demand as a Function of Gender
Travel Demand as a Function of Income
Travel Demand as a Function of Age
Vehicle Occupancy
The Price of Energy
Induced Travel/Induced Traffic/Latent Demand/Generated Traffic
"Induced" traffic is that growth in vehicle miles travelled that is theorized to be caused -specifically- by an increase in road capacity. Induced traffic is not an increase in vehicle miles travelled caused by population growth, employment growth, change in number of women in the work force, changes in family size, an increase in part-time employment, changes in land use, etc. (Trips that are diverted to the new freeway capacity off of neighborhood/arterial streets are also not "induced traffic", but "diverted traffic".) It is difficult in attempting to measure and predict "induced traffic" to separate the effects of these various factors on the total vehicle miles traveled in a region. Transportation economists generally agree that while there is some "inducement" of traffic with expansion of a corridor's trunk road due to pent-up demand, the amount is dwarfed by the effects of increased regional population and employment on traffic growth.
Opponents of widening Hwy 1 for full-time HOT (High-Occupancy or Toll)-Bus lanes in Santa Cruz argue that such an increase in road capacity will "obviously" and "inevitably" be filled by induced traffic. Many people have based their arguments on their own experience with places such as San Jose and L.A., where they watched congestion increase despite the addition of road capacity. Their anecdotal analyses, however, do not take into account the huge increases in population and employment in these areas. In L.A., for example, population increases have so outstripped road capacity that L.A. has about half the freeway mileage per capita of Portland [Portland Metro's publication "Metro Measured"]. (Santa Cruz County is projected to experience a 45% increase in vehicle miles travelled due to population and employment growth from 1990 to 2015. [S.C.C. MTIS])
Those who look for research to support the theory that roads necessarily get filled with induced traffic cite the Surface Transportation Policy Project's (STPP) Analysis of the Relationship Between Highway Expansion and Congestion in Metropolitan Areas (11/98). The STPP paper is based on a rough interpretation of data from Texas Transportation Institute's (TTI) Mobility Study (of congestion data in the urban U.S.), but TTI's own conclusions do not support the conclusions of STPP. While TTI cautions that road expansion should not be relied upon as the exclusive remedy for addressing congestion, road expansion can successfully be combined with other measures such as HOV lanes, improved transit and road pricing targeted at congestion (such as HOT lanes). In fact, the two communities in the TTI study with the best congestion-reduction performance between 1980 and 1996 -- Phoenix and Houston -- achieved their results through increases in highway capacity. Houston in particular made a major investment in HOV and HOT lanes. (Note that a HOV or HOT lane induces less traffic than a general purpose lane because the lane's capacity is restricted.)
Santa Cruz opponents of widening Hwy 1 for full-time HOT lanes should also note that STPP recommends that metropolitan areas should start investing in more promising strategies to manage congestion such as "... pricing strategies (e.g. roadway tolling) ..." [Analysis of the Relationship Between Highway Expansion and Congestion in Metropolitan Areas, cited above] and "Dedicated bus lanes can help bus riders fly past the worst highway bottlenecks." [Road Work Ahead: Is Construction Worth the Wait?] TTI also states that addressing congestion "will not require only one solution, but a range of strategies [including] bus/carpool lanes" and recommends exploration of variable pricing solutions. [Mobility Study, cited above]
Resources:
- Accounting for Induced Travel in Evaluation of Urban Highway Expansion, Patrick DeCorla-Souza, AICP (FHWA), Harry Cohen, 12/98 -- a comprehensive transportation economics analysis. The analysis uses the SMITE model, a Lotus 123 spreadsheet model applies the principles of economic analysis to evaluate highway capacity expansion in an urban setting, taking into account new travel that may be induced by highway expansion over and above that which is simply diverted from other regional highways. This model is useful for sketch planning level of analysis, especially in cases where four-step urban travel models are either unavailable or are unable to forecast the full induced demand effects. (This paper has been cited by STPP in Road Work Ahead: Is Construction Worth the Wait?)
- Widening the Roads -- Data Gaps and Philosophical Problems, Robert T. Dunphy, TRB Circular 481 ($17.00), pp. 16-20, 2/98.
- Surface Transportation Efficiency Analysis Model (STEAM), FHWA, The techniques embodied in STEAM are presented in FHWAs course "Estimating the Impacts of Urban Transportation Alternatives" offered through the National Highway Institute (NHI Course No.15257). Students apply the techniques in manual workshops (using hand calculators) to perform a sketch planning analysis of a real-world corridor study problem involving a variety of transportation alternatives, including general purpose highway lanes, HOV lanes, light rail transit, bus transit, bicycle lanes, pricing and demand management.
- Travel Model Improvement Program (TMIP) of the DOT and BTS (Bureau of Transportation Statistics)
- Preparing a Variable Trip Matrix in TRIPS: An Approach, Paper presented at the 1996 UK TRIPS User Group Meeting, London, 23 October 1996, by Sonny Tolofari, Richard Best and Tom Dowell, Leicestershire County Council, Leicester -- an attempt to model induced traffic.
- Rail Transit Investment and Trip Reduction, Daniel R. Luscher, Presented at TRB Conference on Regional Transportation and Air Quality Planning: Expanding the Dialogue, Advancing the Practice, Irvine, California, July 1996.
- Induced or Generated Traffic, Cuyahoga County Planning Commission addresses Population and the Labor Force, Female Labor Force Participation, Household Size, Vehicle Availability, and Residential and Workplace Dispersion impacts on VMT and trends.
- The Effects Of Added Transportation Capacity, DOT Conference Proceedings from the Travel Model Improvement Program, 12/16-17/91.
- Expanding Metropolitan Highways: Implications for Air Quality and Energy Use, TRB Special Report [$32.00]
- Center for Neighborhood Technology Critique of the Highways and Urban Decentralization study by the Univ. of Illinois Urban Transportation Center, 11/98.
- Determining Generated Traffic External Costs, Todd Litman, Victoria Transportation Policy Institute, 1995.
- Relationships between Highway Capacity and Induced Vehicle Travel, Robert B. Noland, EPA Paper #991069, 11/16/98.
- If We Build It, Will They Really Keep Coming? A Critical Analysis of the Induced Demand Hypothesis, '98 TRB Annual Meeting Preprint Paper #980937, Mark Kiefer and Shomik Mehndiratta.
- Traffic Impacts of Highway Capacity Reductions: Assessment of the Evidence, Sally Cairns, Carmen Hass-Klau, and Phil B. Goodwin, London Transport Planning, 1998.
- A review of new demand elasticities with special reference to short and long run effects of price changes, Phil B. Goodwin, Journal of Transport Economics and Policy, 26, 1992, pp. 155-169.
- Air Quality Impacts of Urban Highway Capacity Expansion: Traffic Generation and Land Use Changes, Mark Hansen, et al., Institute of Transport Studies, U.C. Berkeley, Research Report UCB-ITS-RR-93-5, 1993.
- Road Supply and Traffic in California Urban Areas, Mark Hansen and Yuanlin Huang, Transportation Research, Part A, Vol. 31A, No. 3, 5/97, pp. 205-218.
- Do New Highways Generate Traffic?, Mark Hansen, U.C. Berkeley Access Magazine, No. 7, Fall 1995, pp. 16-22.
- Effects of Increased Highway Capacity: Results of a Household Travel Behavior Survey, Richard G. Dowling and Steven B. Colman. "Current travel forecasting practice probably results in an underprediction of three to five percent in the number of trips that may be induced by major new highway capacity projects."
- The Economics of Traffic Congestion, Richard Arnott and Kenneth Small, American Scientist, Vol. 82, Sept. / Oct. 1994, pp. 446-455.
- Estimating the Impacts of Urban Transportation Alternatives, Participant's Notebook, National Highway Institute Course #15257, FHWA, 12/95.
- Highway Capacity and Induced Travel: Issues, Evidence and Implications, Kevin Heanue, TRB Circular #481, NRC, 1998.
- Review of Empirical Studies of Induced Traffic, Harry Cohen, Expanding Metropolitan Highways: Implications for Air Quality and Energy Use, TRB Special Report #345, National Academy Press, 1995, Appendix B, pp. 295-309.
- Transportation and Growth: Myth and Fact, Urban Land Institute.
- ** Trunk Roads and the Generation of Traffic, Standing Advisory Committee on Trunk Road Assessment (SACTRA), UKDOT, HMSO (London), 1994, p. 205.
- What is induced traffic?, Peter J. Hills, Transportation, 23, 1996, pp. 5-16.
[From a special issue of the journal Transportation devoted to induced travel:
- Can Induced Traffic be Measured by Surveys?, Peter Bonsall, Transportation, 2/96, 23(1), p. 17.
- Induced Traffic: What Do Transportation Models Tell Us? Denvil Coombe, Transportation, 2/96, 23(1), p. 83.
- Empirical Evidence on Induced Traffic, Phil B.Goodwin, Transportation, 2/96, 23(1), p. 35.
- What is Induced Traffic? Peter J. Hills, Transportation, 2/96, 23(1), p. 5.
- Induced Traffic and Economic Appraisal, Peter J. Mackie, Transportation, 2/96, 23(1), 103-119.
- Ranking of Regional Road Investment in Norway, James Odeck, Transportation, 5/96, 23(2), p. 123.
Bicycle & Pedestrian Trip Demand Modeling