Combining microsimulation and spatial interaction models for retail location analysis

Tomoki Nakaya, Stewart A. Fotheringham, Kazumasa Hanaoka, Graham Clarke, Dimitris Ballas, Keiji Yano

    研究成果: Article査読

    28 被引用数 (Scopus)

    抄録

    Although the disaggregation of consumers is crucial in understanding the fragmented markets that are dominant in many developed countries, it is not always straightforward to carry out such disaggregation within conventional retail modelling frameworks due to the limitations of data. In particular, consumer grouping based on sampled data is not assured to link with the other statistics that are vital in estimating sampling biases and missing variables in the sampling survey. To overcome this difficulty, we propose a useful combination of spatial interaction modelling and microsimulation approaches for the reliable estimation of retail interactions based on a sample survey of consumer behaviour being linked with other areal statistics. We demonstrate this approach by building an operational retail interaction model to estimate expenditure flows from households to retail stores in a local city in Japan, Kusatsu City.

    本文言語English
    ページ(範囲)345-369
    ページ数25
    ジャーナルJournal of Geographical Systems
    9
    4
    DOI
    出版ステータスPublished - 2007 12 1

    ASJC Scopus subject areas

    • 地理、計画および開発
    • 地表過程

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