IDEAS home Printed from https://ideas.repec.org/a/bla/presci/v88y2009i1p119-132.html
   My bibliography  Save this article

Using circular statistics to explore the geography of the journey to work

Author

Listed:
  • Jonathan Corcoran
  • Prem Chhetri
  • Robert Stimson

Abstract

This article introduces the application of circular statistics to an analysis of ‘journey to work’ (JTW) data for the South East Queensland (SEQ) region in Australia. The JTW data include the total number of journeys between an origin (home) and destination zone (work) across SEQ. Using bespoke tools developed in a GIS environment the direction and frequency of each journey is first calculated. Using the outputs from this process, two descriptive measures – namely the circular mean and circular variance – are then computed and the results presented. Analysis of the mapped outputs shows strong JTW patterns that are readily detectable and visualised using a combination of GIS and circular statistics. Resumen Este artículo presenta la aplicación de estadísticos circulares a un análisis de datos de ‘desplazamiento al trabajo' (DAT) para la región de Queensland Sur Oriental en Australia. Los datos de DAT incluyen el número total de desplazamientos entre un origen (domicilio) y la zona de destino (trabajo) de todo QSO. La dirección y frecuencia de cada desplazamiento se calcula en primer lugar, utilizando herramientas a medida desarrolladas en un ambiente SIG. Utilizando los resultados de este proceso, se calculan a continuación dos medidas descriptivas – la media circular y la varianza circular – y se presentan los resultados. El análisis de los resultados plasmados en un mapa muestra fuertes patrones de DAT que son fácilmente detectables y visibles utilizando la combinación de SIG y estadísticos circulares.

Suggested Citation

  • Jonathan Corcoran & Prem Chhetri & Robert Stimson, 2009. "Using circular statistics to explore the geography of the journey to work," Papers in Regional Science, Wiley Blackwell, vol. 88(1), pages 119-132, March.
    • Handle: RePEc:bla:presci:v:88:y:2009:i:1:p:119-132
    DOI: 10.1111/j.1435-5957.2008.00164.x
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/j.1435-5957.2008.00164.x
    Download Restriction: no
    File URL: https://libkey.io/10.1111/j.1435-5957.2008.00164.x?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. David Levinson, 1998. "Accessibility and the Journey to Work," Working Papers 199802, University of Minnesota: Nexus Research Group.
    2. Gera, Surendra & Kuhn, Peter, 1981. "Occupation and the journey-to-work: Some further analysis," Socio-Economic Planning Sciences, Elsevier, vol. 15(2), pages 83-93.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Günter Wallner & Simone Kriglstein & Edward Chung & Syeed Anta Kashfi, 2018. "Visualisation of trip chaining behaviour and mode choice using household travel survey data," Public Transport, Springer, vol. 10(3), pages 427-453, December.
    2. Dewulf, Bart & Neutens, Tijs & Vanlommel, Mario & Logghe, Steven & De Maeyer, Philippe & Witlox, Frank & De Weerdt, Yves & Van de Weghe, Nico, 2015. "Examining commuting patterns using Floating Car Data and circular statistics: Exploring the use of new methods and visualizations to study travel times," Journal of Transport Geography, Elsevier, vol. 48(C), pages 41-51.
    3. María-Eugenia Polo & Mar Pozo & Elia Quirós, 2018. "Circular Statistics Applied to the Study of the Solar Radiation Potential of Rooftops in a Medium-Sized City," Energies, MDPI, vol. 11(10), pages 1-16, October.
    4. Alessandra Faggian & Jonathan Corcoran & Philip McCann, 2013. "Modelling geographical graduate job search using circular statistics," Papers in Regional Science, Wiley Blackwell, vol. 92(2), pages 329-343, June.
    5. Jonathan Corcoran & Chris Brunsdon, 2014. "Using circular statistics to analyse spatial flow and temporal data," Chapters, in: Robert Stimson (ed.), Handbook of Research Methods and Applications in Spatially Integrated Social Science, chapter 20, pages 436-458, Edward Elgar Publishing.

    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. José M. Casado-Díaz & Raquel Simón-Albert & Hipólito Simón, 2022. "Reassessing the commuting penalty for immigrants: new evidence from Spain," Transportation, Springer, vol. 49(4), pages 1099-1132, August.
    2. 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.
    3. Toşa, Cristian & Sato, Hitomi & Morikawa, Takayuki & Miwa, Tomio, 2018. "Commuting behavior in emerging urban areas: Findings of a revealed-preferences and stated-intentions survey in Cluj-Napoca, Romania," Journal of Transport Geography, Elsevier, vol. 68(C), pages 78-93.
    4. Singh, Abhilash C. & Faghih Imani, Ahmadreza & Sivakumar, Aruna & Luna Xi, Yang & Miller, Eric J., 2024. "A joint analysis of accessibility and household trip frequencies by travel mode," Transportation Research Part A: Policy and Practice, Elsevier, vol. 181(C).
    5. 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.
    6. Naqavi, Fatemeh & Sundberg, Marcus & Västberg, Oskar Blom & Karlström, Anders & Hugosson, Muriel Beser, 2023. "Mobility constraints and accessibility to work: Application to Stockholm," Transportation Research Part A: Policy and Practice, Elsevier, vol. 175(C).
    7. Clark, William A. V. & Huang, Youqin & Withers, Suzanne, 2003. "Does commuting distance matter?: Commuting tolerance and residential change," Regional Science and Urban Economics, Elsevier, vol. 33(2), pages 199-221, March.
    8. Mengying Cui & David Levinson, 2018. "Accessibility analysis of risk severity," Transportation, Springer, vol. 45(4), pages 1029-1050, July.
    9. 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.
    10. Ignacio A. Inoa & Nathalie Picard & Andr� de Palma, 2015. "Effect of an Accessibility Measure in a Model for Choice of Residential Location, Workplace, and Type of Employment," Mathematical Population Studies, Taylor & Francis Journals, vol. 22(1), pages 4-36, March.
    11. Shengyi Gao & Patricia Mokhtarian & Robert Johnston, 2008. "Exploring the connections among job accessibility, employment, income, and auto ownership using structural equation modeling," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(2), pages 341-356, June.
    12. Yaxuan Zhang & Chunjiang Li & Ying Song & Yanwei Chai & Yingling Fan, 2024. "Personalizing the dichotomy of fixed and flexible activities in everyday life: deriving prism anchors from GPS-enabled survey data," Transportation, Springer, vol. 51(3), pages 1063-1088, June.
    13. 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.
    14. David Levinson & David Giacomin & Antony Badsey-Ellis, 2014. "Accessibility and the choice of network investments in the London Underground," Working Papers 000124, University of Minnesota: Nexus Research Group.
    15. Marius Th?riault & Fran?ois Des Rosiers and Jean Dub?, 2007. "Testing the Temporal Stability of Accessibility Value in Residential Hedonic Prices," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2007(3), pages 5-46.
    16. Xingang Zhou & Anthony G. O. Yeh, 2021. "Understanding the modifiable areal unit problem and identifying appropriate spatial unit in jobs–housing balance and employment self-containment using big data," Transportation, Springer, vol. 48(3), pages 1267-1283, June.
    17. José Manuel Naranjo Gómez, 2016. "Impacts on the Social Cohesion of Mainland Spain’s Future Motorway and High-Speed Rail Networks," Sustainability, MDPI, vol. 8(7), pages 1-22, July.
    18. Schwanen, Tim & Dijst, Martin, 2002. "Travel-time ratios for visits to the workplace: the relationship between commuting time and work duration," Transportation Research Part A: Policy and Practice, Elsevier, vol. 36(7), pages 573-592, August.
    19. Brain, Isabel & Prieto, Joaquin, 2021. "Understanding changes in the geography of opportunity over time: the case of Santiago, Chile," LSE Research Online Documents on Economics 109915, London School of Economics and Political Science, LSE Library.
    20. Cheng, Lin & Chen, Chen & Xiu, Chunliang, 2017. "Excess kindergarten travel in Changchun, Northeast China: A measure of residence-kindergarten spatial mismatch," Journal of Transport Geography, Elsevier, vol. 60(C), pages 208-216.

    More about this item

    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:bla:presci:v:88:y:2009:i:1:p:119-132. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=1056-8190 .

    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.