Agent-based simulation of consumer behavior in grocery shopping on a regional level

被引:64
作者
Schenk, Tilman A. [1 ]
Loeffler, Guenter [1 ]
Rauh, Juergen [1 ]
机构
[1] Univ Wurzburg, Dept Geog, D-97074 Wurzburg, Germany
关键词
consumer behavior; spatial decision-making; agent-based simulation; Sweden;
D O I
10.1016/j.jbusres.2007.02.005
中图分类号
F [经济];
学科分类号
02 ;
摘要
In the field of multi agent systems, spatial modeling is gaining new momentum. Spatial modeling offers the possibility of simulating human actions on a micro scale level in a way that blends in with the existing network of theoretical approaches in the social sciences. The present research project examines the applicability of techniques that simulate spatial choice in shopping behavior on a regional level. This paper presents the particulars of an agent-based micro model for grocery shopping, based on an individual population and store data gathered in northern Sweden. The high quality of the data, gathered exclusively for this project, allows a fine validation of the simulation results. Future applications include the prognosis of consumer behavior and turnover forecasts on the basis of which alterations could be made on the supply side, particularly regarding the competition among stores in the center and those on the edges of cities. (C) 2007 Elsevier Inc. All rights reserved.
引用
收藏
页码:894 / 903
页数:10
相关论文
共 25 条
[1]   INTERACTION BETWEEN RETAILING AND URBAN CENTRE STRUCTURE - THEORY OF SPIRAL MOVEMENT [J].
AGERGARD, E ;
OLSEN, PA ;
ALLPASS, J .
ENVIRONMENT AND PLANNING, 1970, 2 (01) :55-71
[2]  
ARENTZE T., 2005, P 12 REC ADV RET SER
[3]   Multipurpose shopping behaviour at planned suburban shopping centres: A space-time analysis [J].
Baker, RGV .
ENVIRONMENT AND PLANNING A, 1996, 28 (04) :611-630
[4]  
Benenson I., 1998, Computers, Environment and Urban Systems, V22, P25, DOI 10.1016/S0198-9715(98)00017-9
[5]  
Bura S, 1996, GEOGR ANAL, V28, P161
[6]  
*EUROSTAT, 1996, NACE REV 1 STAT SYST
[7]  
GALANDA M, 2003, KLAGENFURTER GEOGRAP, V23, P139
[8]  
*GBV KO, 1997, SERV GLES OCH LANDSB
[9]  
*HUI, 1997, PRISPR DAGL
[10]  
KLUGL F, 2001, MULTIAGENTENSIMULATI