IDEAS home Printed from https://ideas.repec.org/a/ijm/journl/v2y2009i2p15-26.html
   My bibliography  Save this article

Dynamic spatial microsimulation using the concept of GHOSTs

Author

Listed:
  • David Rossiter

    (School of Geography, University of Leeds, LEEDS, LS2 9JT, UK)

  • Dimitris Ballas

    (Department of Geography, University of Sheffield, Winter Street, SHEFFIELD S10 2TN, UK;)

  • Graham Clarke

    (School of Geography, University of Leeds, LEEDS, LS2 9JT, UK)

  • Danny Dorling

    (Department of Geography, University of Sheffield, Winter Street, SHEFFIELD S10 2TN, UK;)

Abstract

This paper presents a novel method of creating and updating geographical population microdata. In particular, it presents a prototype modelling technique which forms a component of the SimBritain modelling project. The paper first briefly discusses some of the key conceptual and practical issues involved in microsimulation, in particular highlighting the differences between spatial and aspatial microsimulation models. The paper then outlines a potential alternative to fully stochastic event-driven spatial dynamic microsimulation. This alternative uses longitudinal data to produce and project Generic Household Spaces Through Time (GHOSTs), all within a spatial modelling framework. To this end the paper first outlines how to derive GHOSTs from longitudinal data, then explains how the attributes of these GHOSTs can be projected forward in time.

Suggested Citation

  • David Rossiter & Dimitris Ballas & Graham Clarke & Danny Dorling, 2009. "Dynamic spatial microsimulation using the concept of GHOSTs," International Journal of Microsimulation, International Microsimulation Association, vol. 2(2), pages 15-26.
    • Handle: RePEc:ijm:journl:v:2:y:2009:i:2:p:15-26
    as

    Download full text from publisher

    File URL: http://ima.natsem.canberra.edu.au/IJM/V2_2/IJM_2_2_2.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Paul Williamson, 2007. "The role of the International Journal of Microsimulation," International Journal of Microsimulation, International Microsimulation Association, vol. 1(1), pages 1-2.
    2. Merz, Joachim, 1991. "Microsimulation -- A survey of principles, developments and applications," International Journal of Forecasting, Elsevier, vol. 7(1), pages 77-104, May.
    3. Sutherland, Holly & Piachaud, David, 2001. "Reducing Child Poverty in Britain: An Assessment of Government Policy 1997-2001," Economic Journal, Royal Economic Society, vol. 111(469), pages 85-101, February.
    4. Cathal O'Donoghue & John Lennon & Stephen Hynes, 2009. "The Life-Cycle Income Analysis Model (LIAM): a study of a flexible dynamic microsimulation modelling computing framework," International Journal of Microsimulation, International Microsimulation Association, vol. 2(1), pages 16-31.
    5. Mitton,Lavinia & Sutherland,Holly & Weeks,Melvyn (ed.), 2000. "Microsimulation Modelling for Policy Analysis," Cambridge Books, Cambridge University Press, number 9780521790062, September.
    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. repec:hal:wpspec:info:hdl:2441/f4rshpf3v1umfa09lat214kj4 is not listed on IDEAS
    2. Dimitris Ballas & Richard Kingston & John Stillwell & Jianhui Jin, 2007. "Building a Spatial Microsimulation-Based Planning Support System for Local Policy Making," Environment and Planning A, , vol. 39(10), pages 2482-2499, October.
    3. Joachim, Merz & Henning, Stolz & Markus, Zwick, 2002. "Professions, entrepreneurs, employees and the new German tax (cut) reform 2000 - A MICSIM microsimulation analysis of distributional impacts," MPRA Paper 6345, University Library of Munich, Germany.
    4. repec:spo:wpecon:info:hdl:2441/f4rshpf3v1umfa09lat214kj4 is not listed on IDEAS
    5. repec:hal:spmain:info:hdl:2441/f4rshpf3v1umfa09lat214kj4 is not listed on IDEAS
    6. Joachim Merz & Dominik Hanglberger & Rafael Rucha, 2009. "The Timing of Daily Demand for Goods and Services – Multivariate Probit Estimates and Microsimulation Results for an Aged Population with German Time Use Diary Data," FFB-Discussionpaper 77, Research Institute on Professions (Forschungsinstitut Freie Berufe (FFB)), LEUPHANA University Lüneburg.
    7. Merz, Joachim & Stolze, Henning & Zwick, Markus, 2006. "Wirkungen alternativer Steuerreformmodelle auf die Einkommensverteilung von Freien und anderen Berufen," MPRA Paper 5844, University Library of Munich, Germany.
    8. Merz, Joachim, 2002. "Zur Kumulation von Haushaltsstichproben," MPRA Paper 5991, University Library of Munich, Germany.
    9. Joachim Merz & Dominik Hanglberger & Rafael Rucha, 2010. "The Timing of Daily Demand for Goods and Services—Microsimulation Policy Results of an Aging Society, Increasing Labour Market Flexibility, and Extended Public Childcare in Germany," Journal of Consumer Policy, Springer, vol. 33(2), pages 119-141, June.
    10. François Bourguignon & Amedeo Spadaro, 2006. "Microsimulation as a tool for evaluating redistribution policies," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 4(1), pages 77-106, April.
    11. Merz, Joachim & Böhm, Paul & Hanglberger, Dominik & Rucha, Rafael & Stolze, Henning, 2007. "Wann werden Serviceleistungen nachgefragt? – Ein Mikrosimulationsmodell alternativer Ladenöffnungszeiten mit Daten der Zeitbudgeterhebung ServSim," MPRA Paper 5739, University Library of Munich, Germany.
    12. Joachim Merz & Henning Stolze, 2008. "Representative time use data and new harmonised calibration of the American Heritage Time Use Data (AHTUD) 1965-1999," electronic International Journal of Time Use Research, Research Institute on Professions (Forschungsinstitut Freie Berufe (FFB)) and The International Association for Time Use Research (IATUR), vol. 5(1), pages 90-126, November.
    13. Greet De Vil & Gijs Dekkers & Raphael Desmet, 2010. "Working Paper 10-10 - The long-term adequacy of the Belgian public pension system: An analysis based on the MIDAS model," Working Papers 1010, Federal Planning Bureau, Belgium.
    14. Christof Schatz & Joachim Merz, 2000. "Die Rentenreform in der Diskussion Ein Mikrosimulationsmodell für die Altersvorsorge in Deutschland (AVID-PRO)," FFB-Discussionpaper 28, Research Institute on Professions (Forschungsinstitut Freie Berufe (FFB)), LEUPHANA University Lüneburg.
    15. Li, Jinjing & O'Donoghue, Cathal, 2012. "A methodological survey of dynamic microsimulation models," MERIT Working Papers 2012-002, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    16. repec:spo:wpmain:info:hdl:2441/f4rshpf3v1umfa09lat214kj4 is not listed on IDEAS
    17. Terance J. Rephann & Einar Holm, 2004. "Economic-Demographic Effects of Immigration: Results from a Dynamic Spatial Microsimulation Model," International Regional Science Review, , vol. 27(4), pages 379-410, October.
    18. Sutherland, Holly, 2001. "Reducing child poverty in Europe: what can static microsimulation models tell us?," EUROMOD Working Papers EM5/01, EUROMOD at the Institute for Social and Economic Research.
    19. Jinjing Li & Cathal O'Donoghue, 2012. "Simulating Histories within Dynamic Microsimulation Models," International Journal of Microsimulation, International Microsimulation Association, vol. 5(1), pages 52-76.
    20. Lidia CERIANI & Carlo V. FIORIO & Chiara GHIGLIARANO, 2013. "The importance of choosing the data set for tax-benefit analysis," Departmental Working Papers 2013-05, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    21. Dianna M Smith & Graham P Clarke & Kirk Harland, 2009. "Improving the Synthetic Data Generation Process in Spatial Microsimulation Models," Environment and Planning A, , vol. 41(5), pages 1251-1268, May.
    22. Merz, Joachim, 1993. "Microsimulation as an Instrument to Evaluate Economic and Social Programmes," MPRA Paper 7236, University Library of Munich, Germany.
    23. Labandeira, Xavier & Labeaga, José M. & Rodríguez, Miguel, 2009. "An integrated economic and distributional analysis of energy policies," Energy Policy, Elsevier, vol. 37(12), pages 5776-5786, December.
    24. Gemma Wright & Michael Noble & David McLennan & Michell Mpike, 2016. "Updating NAMOD: A Namibian tax-benefit microsimulation model," WIDER Working Paper Series 143, World Institute for Development Economic Research (UNU-WIDER).

    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:ijm:journl:v:2:y:2009:i:2:p:15-26. 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: Jinjing Li (email available below). General contact details of provider: http://www.microsimulation.pub .

    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.