Combining microsimulation and spatial interaction models for retail location analysis

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

Research output: Contribution to journalArticle

23 Citations (Scopus)

Abstract

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.

Original languageEnglish (US)
Pages (from-to)345-369
Number of pages25
JournalJournal of Geographical Systems
Volume9
Issue number4
DOIs
StatePublished - Dec 2007
Externally publishedYes

Fingerprint

disaggregation
sampling bias
consumption behavior
interaction
statistics
modeling
expenditure
grouping
market
sampling
expenditures
Japan
trend
analysis
city
developed country
household

Keywords

  • Consumer survey
  • Market segmentation
  • Microsimulation
  • Retail interaction
  • Spatial interaction modelling

ASJC Scopus subject areas

  • Geography, Planning and Development

Cite this

Combining microsimulation and spatial interaction models for retail location analysis. / Nakaya, Tomoki; Fotheringham, Stewart; Hanaoka, Kazumasa; Clarke, Graham; Ballas, Dimitris; Yano, Keiji.

In: Journal of Geographical Systems, Vol. 9, No. 4, 12.2007, p. 345-369.

Research output: Contribution to journalArticle

Nakaya, Tomoki ; Fotheringham, Stewart ; Hanaoka, Kazumasa ; Clarke, Graham ; Ballas, Dimitris ; Yano, Keiji. / Combining microsimulation and spatial interaction models for retail location analysis. In: Journal of Geographical Systems. 2007 ; Vol. 9, No. 4. pp. 345-369.
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