IDEAS home Printed from https://ideas.repec.org/a/eee/jotrge/v30y2013icp100-109.html
   My bibliography  Save this article

Measuring urban job accessibility with distance decay, competition and diversity

Author

Listed:
  • Cheng, Jianquan
  • Bertolini, Luca

Abstract

As a key interface between urban transport and land use (workers and jobs) systems, job accessibility can provide a framework within which spatial and social interactions can be understood and interpreted. The extensive academic literature on job accessibility measurements suggests that there are many ways to represent, define, quantify, and interpret job accessibility. These measurements have been increasingly employed for exploring urban issues at varied spatial scales. However, in practice, an appropriate balance is required between the complexity of representation, accuracy of measurement and ease of interpretation and use. With this in mind, this paper demonstrates a modified measurement to represent, measure, and interpret, job accessibility and job opportunity, by incorporating the effects of competition, distance decay and job diversity. The measurement integrates a probabilistic methodology with a spatial interaction model. The methodology is implemented in a GIS environment and illustrated using the Amsterdam region of the Netherlands as a case study. We argue that this measurement can improve the application of job accessibility measurement for planning support practices.

Suggested Citation

  • Cheng, Jianquan & Bertolini, Luca, 2013. "Measuring urban job accessibility with distance decay, competition and diversity," Journal of Transport Geography, Elsevier, vol. 30(C), pages 100-109.
  • Handle: RePEc:eee:jotrge:v:30:y:2013:i:c:p:100-109
    DOI: 10.1016/j.jtrangeo.2013.03.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0966692313000604
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.jtrangeo.2013.03.005?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Rebecca C W Kwok & Anthony G O Yeh, 2004. "The Use of Modal Accessibility Gap as an Indicator for Sustainable Transport Development," Environment and Planning A, , vol. 36(5), pages 921-936, May.
    2. Emre Korsu & Sandrine Wenglenski, 2010. "Job Accessibility, Residential Segregation and Risk of Long-term Unemployment in the Paris Region," Urban Studies, Urban Studies Journal Limited, vol. 47(11), pages 2279-2324, October.
    3. Reggiani, Aura & Bucci, Pietro & Russo, Giovanni & Haas, Anette & Nijkamp, Peter, 2011. "Regional labour markets and job accessibility in City Network systems in Germany," Journal of Transport Geography, Elsevier, vol. 19(4), pages 528-536.
    4. Ronald McQuaid, 2006. "Job search success and employability in local labor markets," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 40(2), pages 407-421, June.
    5. Straatemeier, Thomas, 2008. "How to plan for regional accessibility," Transport Policy, Elsevier, vol. 15(2), pages 127-137, March.
    6. Virginia Parks, 2004. "Access to Work: The Effects of Spatial and Social Accessibility on Unemployment for Native-Born Black and Immigrant Women in Los Angeles," Economic Geography, Taylor & Francis Journals, vol. 80(2), pages 141-172, April.
    7. Bhatta, Bharat P. & Larsen, Odd I., 2011. "Are intrazonal trips ignorable?," Transport Policy, Elsevier, vol. 18(1), pages 13-22, January.
    8. John F. Kain, 1968. "Housing Segregation, Negro Employment, and Metropolitan Decentralization," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 82(2), pages 175-197.
    9. S L Handy & D A Niemeier, 1997. "Measuring Accessibility: An Exploration of Issues and Alternatives," Environment and Planning A, , vol. 29(7), pages 1175-1194, July.
    10. Grengs, Joe, 2010. "Job accessibility and the modal mismatch in Detroit," Journal of Transport Geography, Elsevier, vol. 18(1), pages 42-54.
    11. Bertolini, L. & le Clercq, F. & Kapoen, L., 2005. "Sustainable accessibility: a conceptual framework to integrate transport and land use plan-making. Two test-applications in the Netherlands and a reflection on the way forward," Transport Policy, Elsevier, vol. 12(3), pages 207-220, May.
    12. Luca Bertolini & Frank le Clercq, 2003. "Urban Development without more Mobility by Car? Lessons from Amsterdam, a Multimodal Urban Region," Environment and Planning A, , vol. 35(4), pages 575-589, April.
    13. Muhammad, Saim & de Jong, Tom & Ottens, Henk F.L., 2008. "Job accessibility under the influence of information and communication technologies, in the Netherlands," Journal of Transport Geography, Elsevier, vol. 16(3), pages 203-216.
    14. Thomas W. Sanchez & Qing Shen & Zhong-Ren Peng, 2004. "Transit Mobility, Jobs Access and Low-income Labour Participation in US Metropolitan Areas," Urban Studies, Urban Studies Journal Limited, vol. 41(7), pages 1313-1331, June.
    15. David Levinson, 1998. "Accessibility and the Journey to Work," Working Papers 199802, University of Minnesota: Nexus Research Group.
    16. Q Shen, 1998. "Location Characteristics of Inner-City Neighborhoods and Employment Accessibility of Low-Wage Workers," Environment and Planning B, , vol. 25(3), pages 345-365, June.
    17. Cervero, Robert & Rood, Timothy & Appleyard, Bruce, 1995. "Job Accessibility as a Performance Indicator: An Analysis of Trends and Their Social Policy Implications in the San Francisco Bay Area," University of California Transportation Center, Working Papers qt6mp941d9, University of California Transportation Center.
    18. Anna Matas & Josep-Lluis Raymond & Josep-Lluis Roig, 2010. "Job Accessibility and Female Employment Probability: The Cases of Barcelona and Madrid," Urban Studies, Urban Studies Journal Limited, vol. 47(4), pages 769-787, April.
    19. John Östh, 2011. "Introducing a Method for the Computation of Doubly Constrained Accessibility Models in Larger Datasets," Networks and Spatial Economics, Springer, vol. 11(4), pages 581-620, December.
    20. Unknown, 2005. "Forward," 2005 Conference: Slovenia in the EU - Challenges for Agriculture, Food Science and Rural Affairs, November 10-11, 2005, Moravske Toplice, Slovenia 183804, Slovenian Association of Agricultural Economists (DAES).
    21. Maarten van Ham & Clara H Mulder & Pieter Hooimeijer, 2001. "Spatial Flexibility in Job Mobility: Macrolevel Opportunities and Microlevel Restrictions," Environment and Planning A, , vol. 33(5), pages 921-940, May.
    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. Merlin, Louis A. & Hu, Lingqian, 2017. "Does competition matter in measures of job accessibility? Explaining employment in Los Angeles," Journal of Transport Geography, Elsevier, vol. 64(C), pages 77-88.
    2. Lingqian Hu, 2017. "Job accessibility and employment outcomes: which income groups benefit the most?," Transportation, Springer, vol. 44(6), pages 1421-1443, November.
    3. Jen-Jia Lin & Chi-Hau Chen & Tsung-Yu Hsieh, 2016. "Job accessibility and ethnic minority employment in urban and rural areas in Taiwan," Papers in Regional Science, Wiley Blackwell, vol. 95(2), pages 363-382, June.
    4. Vega, Amaya, 2012. "Using Place Rank to measure sustainable accessibility," Journal of Transport Geography, Elsevier, vol. 24(C), pages 411-418.
    5. Kelobonye, Keone & McCarney, Gary & Xia, Jianhong (Cecilia) & Swapan, Mohammad Shahidul Hasan & Mao, Feng & Zhou, Heng, 2019. "Relative accessibility analysis for key land uses: A spatial equity perspective," Journal of Transport Geography, Elsevier, vol. 75(C), pages 82-93.
    6. Cervero, Robert, 2005. "Accessible Cities and Regions: A Framework for Sustainable Transport and Urbanism in the 21st Century," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt27g2q0cx, Institute of Transportation Studies, UC Berkeley.
    7. Cascetta, Ennio & Cartenì, Armando & Montanino, Marcello, 2016. "A behavioral model of accessibility based on the number of available opportunities," Journal of Transport Geography, Elsevier, vol. 51(C), pages 45-58.
    8. Fransen, Koos & Boussauw, Kobe & Deruyter, Greta & De Maeyer, Philippe, 2019. "The relationship between transport disadvantage and employability: Predicting long-term unemployment based on job seekers’ access to suitable job openings in Flanders, Belgium," Transportation Research Part A: Policy and Practice, Elsevier, vol. 125(C), pages 268-279.
    9. Yujie Hu & Joni Downs, 2020. "Measuring and Visualizing Place-Based Space-Time Job Accessibility," Papers 2006.00268, arXiv.org.
    10. Souche-Le Corvec, Stéphanie & Mercier, Aurélie & Ovtracht, Nicolas & Chevallier, Amandine, 2019. "Urban toll and electric vehicles: The winning ticket for Lyon Metropolitan Area (France)," Research in Transportation Economics, Elsevier, vol. 73(C), pages 17-33.
    11. Boisjoly, Geneviève & El-Geneidy, Ahmed M., 2017. "The insider: A planners' perspective on accessibility," Journal of Transport Geography, Elsevier, vol. 64(C), pages 33-43.
    12. Deboosere, Robbin & El-Geneidy, Ahmed, 2018. "Evaluating equity and accessibility to jobs by public transport across Canada," Journal of Transport Geography, Elsevier, vol. 73(C), pages 54-63.
    13. Cui, Boer & Boisjoly, Geneviève & El-Geneidy, Ahmed & Levinson, David, 2019. "Accessibility and the journey to work through the lens of equity," Journal of Transport Geography, Elsevier, vol. 74(C), pages 269-277.
    14. Mathieu Bunel & Elisabeth Tovar, 2012. "Local Job Accessibility Measurement: When the Model Makes the Results. Methodological Contribution and Empirical Benchmarking on the Paris Region," Economics Working Paper Archive (University of Rennes & University of Caen) 201212, Center for Research in Economics and Management (CREM), University of Rennes, University of Caen and CNRS.
    15. Huang, Ruihong, 2020. "Transit-based job accessibility and urban spatial structure," Journal of Transport Geography, Elsevier, vol. 86(C).
    16. Salonen, Maria & Toivonen, Tuuli, 2013. "Modelling travel time in urban networks: comparable measures for private car and public transport," Journal of Transport Geography, Elsevier, vol. 31(C), pages 143-153.
    17. Yan, Xiang & Bejleri, Ilir & Zhai, Liang, 2022. "A spatiotemporal analysis of transit accessibility to low-wage jobs in Miami-Dade County," Journal of Transport Geography, Elsevier, vol. 98(C).
    18. Hu, Yujie & Downs, Joni, 2019. "Measuring and visualizing place-based space-time job accessibility," Journal of Transport Geography, Elsevier, vol. 74(C), pages 278-288.
    19. Martín-Barroso, David & Núñez-Serrano, Juan A. & Velázquez, Francisco J., 2017. "Firm heterogeneity and the accessibility of manufacturing firms to labour markets," Journal of Transport Geography, Elsevier, vol. 60(C), pages 243-256.
    20. Karner, Alex & Niemeier, Deb, 2013. "Civil rights guidance and equity analysis methods for regional transportation plans: a critical review of literature and practice," Journal of Transport Geography, Elsevier, vol. 33(C), pages 126-134.

    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:eee:jotrge:v:30:y:2013:i:c:p:100-109. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/journal-of-transport-geography .

    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.