IDEAS home Printed from https://ideas.repec.org/p/cdl/itsrrp/qt9bx3k0h2.html
   My bibliography  Save this paper

An Optimal Resource Allocation Tool for Urban Development Using GIS-based Accessibility Measures and Stochastic Frontier Analysis

Author

Listed:
  • Goulias, Konstadinos G.

Abstract

Assessments of transportation investment from a “social efficiency” viewpoint are absent from transportation policy analysis and marketing practice. This is mainly due to the lack of tools capable to assess the role of transportation infrastructure investment on the provision of activity opportunities to residents of each locality. In this report, we demonstrate a tool that identifies specific locations in an entire state where resource allocation has succeeded in maximizing benefits to the public. In addition, the tool and the Geographic Information System maps derived from this tool show which locations in California fail to be optimal and require their residents to travel excessively to pursue the same amount of activities when compared to other optimal locations around the state where travelling enables better time allocation. Efficiency is measured using stochastic frontier regression analysis and a wide variety of derived land use and transportation infrastructure indicators as inputs. The outputs examined are indices of location opportunities including retail, education, health, and manufacturing. The tool thus developed shows which demographic segments suffer the most from suboptimal time allocation and what type of investment is needed to alleviate this suffering. This new tool also shows the distribution of benefits of the transportation system and identifies differences in benefits across regions. In addition to the substantive findings about and mapping of the relative investment efficiency in California, this report presents a method to assess efficiency in a multi-objective environment.

Suggested Citation

  • Goulias, Konstadinos G., 2007. "An Optimal Resource Allocation Tool for Urban Development Using GIS-based Accessibility Measures and Stochastic Frontier Analysis," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt9bx3k0h2, Institute of Transportation Studies, UC Berkeley.
  • Handle: RePEc:cdl:itsrrp:qt9bx3k0h2
    as

    Download full text from publisher

    File URL: https://www.escholarship.org/uc/item/9bx3k0h2.pdf;origin=repeccitec
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Berechman, Joseph, 1994. "Urban and regional economic impacts of transportation investment: A critical assessment and proposed methodology," Transportation Research Part A: Policy and Practice, Elsevier, vol. 28(4), pages 351-362, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bråthen, Svein & Hervik, Arild, 1997. "Strait crossings and economic development : Developing economic impact assessment by means of ex post analyses," Transport Policy, Elsevier, vol. 4(4), pages 193-200, October.
    2. Rivera, Liliana & Sheffi, Yossi & Welsch, Roy, 2014. "Logistics agglomeration in the US," Transportation Research Part A: Policy and Practice, Elsevier, vol. 59(C), pages 222-238.
    3. Goulias, Konstadinos G. & Golob, Thomas F. & Yoon, Seo Youn, 2008. "A Statewide Optimal Resource Allocation Tool Using Geographic Information Systems, Spatial Analysis, and Regression Methods," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt2gt23996, Institute of Transportation Studies, UC Berkeley.
    4. Sarmento, Joaquim Miranda & Renneboog, Luc & Verga-Matos, Pedro, 2017. "Measuring highway efficiency : A DEA approach and the Malquist index," Other publications TiSEM 23264815-321e-45a3-83ee-9, Tilburg University, School of Economics and Management.
    5. Phuong Nguyen-Hoang, 2015. "Volatile earmarked revenues and state highway expenditures in the United States," Transportation, Springer, vol. 42(2), pages 237-256, March.
    6. Leitham, Scott & McQuaid, Ronald W. & D. Nelson, John, 2000. "The influence of transport on industrial location choice: a stated preference experiment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 34(7), pages 515-535, September.
    7. Kingsley E. Haynes, 1997. "Labor markets and regional transportation improvements: the case of high-speed trains An introduction and review," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 31(1), pages 57-76.
    8. van den Heuvel, Frank P. & Rivera, Liliana & van Donselaar, Karel H. & de Jong, Ad & Sheffi, Yossi & de Langen, Peter W. & Fransoo, Jan C., 2014. "Relationship between freight accessibility and logistics employment in US counties," Transportation Research Part A: Policy and Practice, Elsevier, vol. 59(C), pages 91-105.

    More about this item

    Keywords

    Engineering;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cdl:itsrrp:qt9bx3k0h2. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Lisa Schiff (email available below). General contact details of provider: https://edirc.repec.org/data/itucbus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.