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An Empirical Evaluation of the Aggregated Spatial Choice Model

Author

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  • Mark R. Ferguson

    (Department of Geography, McMaster University, Hamilton, Ontario, Canada L8S 4KI, markj@tpolk.ca)

  • Pavlos S. Kanaroglou

    (Department of Geography, McMaster University Hamilton, Ontario, Canada L8S 4KI, pavlos@mcmaster.ca)

Abstract

The purpose of this paper is to demonstrate the performance and capabilities of the aggregated spatial choice model with empirical data. The application is to a problem of Canadian interregional migration in the 1990-91 time period. The strength of the aggregated model is its ability to capture the role of elemental processes in defining the attractiveness of aggregate spatial units without knowledge of elemental choices. The theory of the aggregated model has been discussed in the discrete choice literature. Applications of the model, however, have been very limited in number, while the model in its complete form has never been applied. The application intends to demonstrate the use of the model in the spatial context. The idea that the spatial resolutions of attribute and choice data do not need to be identical can address the aggregation difficulties often inherent in spatial choice problems.

Suggested Citation

  • Mark R. Ferguson & Pavlos S. Kanaroglou, 1997. "An Empirical Evaluation of the Aggregated Spatial Choice Model," International Regional Science Review, , vol. 20(1-2), pages 53-75, April.
    • Handle: RePEc:sae:inrsre:v:20:y:1997:i:1-2:p:53-75
    DOI: 10.1177/016001769702000104
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    References listed on IDEAS

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    1. Siim Soot & Ashish Sen, 1991. "A Spatial Employment And Economic Development Model," Papers in Regional Science, Wiley Blackwell, vol. 70(2), pages 149-166, April.
    2. Mark R. Ferguson & Pavlos S. Kanaroglou, 1995. "Utility Variability within Aggregate Spatial Units and its Relevance to Discrete Models of Destination Choice," Advances in Spatial Science, in: Luc Anselin & Raymond J. G. M. Florax (ed.), New Directions in Spatial Econometrics, chapter 11, pages 243-269, Springer.
    3. DaVanzo, Julie, 1978. "Does Unemployment Affect Migration?-Evidence from Micro Data," The Review of Economics and Statistics, MIT Press, vol. 60(4), pages 504-514, November.
    4. Quigley, John M., 1985. "Consumer choice of dwelling, neighborhood and public services," Regional Science and Urban Economics, Elsevier, vol. 15(1), pages 41-63, February.
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    Cited by:

    1. M. K. Haener & P. C. Boxall & W. L. Adamowicz & D. H. Kuhnke, 2004. "Aggregation Bias in Recreation Site Choice Models: Resolving the Resolution Problem," Land Economics, University of Wisconsin Press, vol. 80(4).
    2. Yip, Arthur H.C. & Michalek, Jeremy J. & Whitefoot, Kate S., 2018. "On the implications of using composite vehicles in choice model prediction," Transportation Research Part B: Methodological, Elsevier, vol. 116(C), pages 163-188.

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