Technical Papers
Oct 19, 2015

Multidimensional Data and Model Uncertainties in Comparing Heterogeneous Benefits of Distributed Transportation Projects

Publication: Journal of Infrastructure Systems
Volume 22, Issue 2

Abstract

Investments in transportation projects are typically justified by diverse potential benefits, including safety, environmental, energy savings, congestion mitigation, and others. There is a need for such benefits to be comparable early in transportation programming, to allocate scarce resources to preliminary engineering. This paper discusses quantitative methods to aid in prioritizing locations of future highway projects. The paper adopts 15 quantitative metrics including crash rate, emergency route access, environmental issues, level of service (LOS), volume-to-capacity ratio, traffic flow, intermodal access, heavy truck usage, unemployment rate, right-of-way use, use of alternative transportation modes, bridge sufficiency rating, and cost effectiveness. This effort contributes to real-world transportation programming and priority setting via analysis of the crash avoidance and other benefits and costs that are expected before project designs are available. The innovation of this paper is in two areas: (1) estimation of broad-spectrum benefits across several categories including crashes avoided, travel time saved, fuel uses avoided, and emissions avoided; and (2) development of a software tool that compares project benefits to prefeasibility estimates of project costs. The developed software represents the uncertainty of the results using numerical intervals. The paper illustrates how project selection is informed with sparse and/or early information on a large number of potential locations and needs. With interval analysis of uncertainty, decision makers might conclude that existing evidence is sufficient to distinguish among competing needs. The methods are demonstrated for 53 project locations ranging in their prefeasibility cost estimates from $2 million to $130 million.

Get full access to this article

View all available purchase options and get full access to this article.

Acknowledgments

The research described in this paper was supported in part by the Federal Highway Administration, the Virginia Department of Transportation, and the Virginia Center for Transportation Innovation and Research. We appreciate the contributions of the steering committee: Kenneth Myers, FHWA; Travis Bridewell, formerly of the VDOT Richmond District; Michael Gray, VDOT, Salem District Planner; Tom Christoffel, Northern Shenandoah Valley Regional Commission; Rob Case, Hampton Roads Planning District Commission (HRPDC); Wayne Ferguson, Virginia Transportation Research Council (VTRC); Matt Grimes, formerly Virginia Center for Transportation Innovation and Research (VCTIR); Chris Detmer, VDOT; Robin Grier, VDOT; Chad Tucker, VDOT; Cheryl Lynn, VCTIR; Young-Jun Kweon, VCTIR; Jami Kennedy, formerly VCTIR; Kim Spence, formerly VDOT; and Kathy Graham, VDOT. We appreciate the effort of Samuel Curling, VDOT, to identify key points of the Virginia 2006 Appropriations Act. This effort was supported in part by the National Science Foundation grant 1541165 ‘Resilience Analytics: A Data-Driven Approach for Enhanced Interdependent Network Resilience.’

References

AASHTO. (2010a). Highway safety manual, Washington, DC.
AASHTO. (2010b). User and non-user benefit analysis for highways, Washington, DC.
Baker, J. A., and Lambert, J. H. (2001). “Information system for risks, costs, and benefits of infrastructure improvement projects.” Public Works Manage. Policy, 5(3), 198–208.
Barker, K., and Rocco, C. M. S. (2011). “Evaluating uncertainty in risk-based interdependency modeling with interval arithmetic.” Econ. Syst. Res., 23(2), 213–232.
Cervero, R., and Aschauer, D. (1998). Economic impact analysis of transit investment: Guidebook for practitioners, National Academy Press, Washington, DC.
Elvik, R. (2012). “Analytic choices in road safety evaluation: Exploring second-best approaches.” Acci. Anal. Prev., 45, 173–179.
FHWA (Federal Highway Administration). (2005). “Crash cost estimates by maximum police-reported injury severity within selected crash geometries.” FHWA-HRT-05-051, Washington, DC.
FHWA (Federal Highway Administration). (2011). “Project development and design manual.” U.S. Dept. of Transportation, Washington, DC.
FHWA (Federal Highway Administration). (2012). “Crash modification factors clearinghouse.” 〈http://www.cmfclearinghouse.org/〉 (Feb. 15, 2013).
Frohwein, H. I., Lambert, J. H., Haimes, Y. Y., and Schiff, L. A. (1999). “A multicriteria framework to aid the comparison of roadway improvement projects.” J. Transp. Eng., 224–230.
Godinho, P., and Dias, J. (2012). “Cost-benefit analysis and the optimal timing of road infrastructure.” J. Infrastruct. Syst., 261–269.
Haimes, Y. Y. (2004). Risk modeling, assessment, and management, 2nd Ed., Wiley, New York.
Hauer, E. (2011). “Computing what the public wants: Some issues in road safety cost-benefit analysis.” Accid. Anal. Prev., 43(1), 151–164.
Health Effects Institute. (2008). “Mobile-source air toxics: A critical review of the literature on exposure and health effects.” Boston.
Karvetski, C. W., Lambert, J. H., Keisler, J. M., Sexauer, B., and Linkov, I. (2011). “Climate change scenarios: Risk and impact analysis for Alaska coastal infrastructure.” Int. J. Risk Assess. Manage., 15(2/3), 258–274.
Lambert, J. H., et al. (2012). “Prioritizing infrastructure investments in Afghanistan with multiagency stakeholders and deep uncertainty of emergent conditions.” J. Infrastruct. Syst., 155–166.
Lambert, J. H., Baker, J. A., and Peterson, K. D. (2002). “Risk-based management of guardrails: Site selection and upgrade.”, Virginia Transportation Research Council, Charlottesville, VA.
Lambert, J. H., Baker, J. A., and Peterson, K. D. (2003a). “Decision aid for allocation of transportation funds to guardrails.” Accid. Anal. Prev., 35(1), 47–57.
Lambert, J. H., and Joshi, N. N. (2006). “Benefits estimates of highway capital improvements with uncertain parameters.”, Virginia Transportation Research Council, Charlottesville, VA.
Lambert, J. H., Peterson, K. D., and Joshi, N. N. (2006). “Synthesis of quantitative and qualitative evidence for accident analysis in risk-based highway planning.” Accid. Anal. Prev., 38(5), 925–935.
Lambert, J. H., Peterson, K. D., Wadie, S. M., and Farrington, M. W. (2005). “Development of a methodology to coordinate and prioritize multimodal investment networks.”, Virginia Transportation Research Council, Charlottesville, VA.
Lambert, J. H., Pinto, C. A., and Peterson, K. D. (2003c). “Extended comparison tool for major highway projects.”, Virginia Transportation Research Council, Charlottesville, VA.
Lambert, J. H., and Turley, T. (2005). “Priority setting for the distribution of localized hazard protection.” Risk Anal., 25(3), 745–752.
Lambert, J. H., Wu, Y., You, H., Clarens, A., and Smith, B. (2013). “Climate change influence on priority setting for transportation infrastructure assets.” J. Infrastruct. Syst., 36–46.
Lord, D., and Kuo, P. F. (2012). “Examining the effects of site selection criteria for evaluating the effectiveness of traffic safety countermeasures.” Accid. Anal. Prev., 47, 52–63.
Martinez, L. J., Lambert, J. H., and Karvetski, C. (2011). “Scenario-informed multiple criteria analysis for prioritizing investments in electricity capacity expansion.” Reliab. Eng. Syst. Saf., 96(8), 883–891.
Massachusetts Department of Transportation. (2006). “Projects.” 〈http://www.mhd.state.ma.us/default.asp?pgid=content/projects&sid=about〉 (Jan. 30, 2012).
Milton, J. C., Shankar, V. N., and Mannering, F. L. (2008). “Highway accident severities and the mixed logit model: An exploratory empirical analysis.” Accid. Anal. Prev., 40(1), 260–266.
NCHRP (National Cooperative Highway Research Program). (1999a). “User-cost synthesis and model structure for StratBENCOST.”, Hickling Lewis Brod, Silver Spring, MD.
NCHRP (National Cooperative Highway Research Program). (1999b). “User’s manual for StratBENCOST32.”, Hickling Lewis Brod, Silver Spring, MD.
NCHRP (National Cooperative Highway Research Program). (2001). “Guidebook for assessing the social and economic effects of transportation projects.”, Transportation Research Board, National Research Council, Washington, DC.
NCHRP (National Cooperative Highway Research Program). (2004). “Effective methods for environmental justice assessment.”, Transportation Research Board, National Research Council, Washington, DC.
ODOT (Ohio Department of Transportation). (2005). “Project development process (PDP): Power point presentation of ODOT’s process of project development.” 〈http://www.dot.state.oh.us/pdp/PPTSlides/PDP%20Slide%20Show%202-07-05_files/frame.htm〉 (Jan. 30, 2012).
Park, P. Y., and Young, J. (2011). “Investigation of a supplementary tool to assist in the prioritization of emphasis areas in North American strategic highway safety plans.” Accid. Anal. Prev., 45, 392–405.
Parlak, A., Lambert, J. H., Guterbock, T., and Clements, J. (2012). “Population behavioral scenarios influencing radiological disaster preparedness and planning.” Accid. Anal. Prev., 48, 353–362.
Rogerson, E. C., and Lambert, J. H. (2012). “Prioritizing risk via several expert perspectives with application to airport runway safety.” Reliab. Eng. Syst. Saf., 103, 22–34.
Szimba, E., and Rothengatter, W. (2012). “Spending scarce funds more efficiently—Including the pattern of interdependence on cost-benefit analysis.” J. Infrastruct. Syst., 242–251.
Thekdi, S. A., and Lambert, J. H. (2012). “Decision analysis and risk models for land development affecting infrastructure systems.” Risk Anal., 32(7), 1253–1269.
U.S. DOT. (2014). “Department of Housing and Urban Development, and the Environmental Protection Agency.” 〈http://www2.epa.gov/smartgrowth/hud-dot-epa-partnership-sustainable-communities〉 (Sep. 15, 2015).

Information & Authors

Information

Published In

Go to Journal of Infrastructure Systems
Journal of Infrastructure Systems
Volume 22Issue 2June 2016

History

Received: Mar 12, 2013
Accepted: Aug 13, 2015
Published online: Oct 19, 2015
Discussion open until: Mar 19, 2016
Published in print: Jun 1, 2016

Permissions

Request permissions for this article.

Authors

Affiliations

James H. Lambert, F.ASCE [email protected]
Associate Director, Center for Risk Management of Engineering Systems; Research Professor, Dept. of Systems and Information Engineering, Univ. of Virginia, P.O. Box 400747, 112C Olsson Hall, 151 Engineers Way, Charlottesville, VA 22904. E-mail: [email protected]
Nilesh N. Joshi [email protected]
Associate Professor, Dept. of Engineering and Technology Management, Morehead State Univ., 201 Lloyd Cassity Building, Morehead, KY 40351. E-mail: [email protected]
Shital A. Thekdi [email protected]
Assistant Professor, Robins School of Business, Univ. of Richmond, 1 Gateway, Richmond, VA 23173 (corresponding author). E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share