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Modelling of Consumer Goods Markets: An Agent Based Computational Approach

Glavin, Stephen E. and Sengupta, Abhijit (2014) Modelling of Consumer Goods Markets: An Agent Based Computational Approach In: Modelling of Consumer Goods Markets: An Agent Based Computational Approach. IGI Global, pp. 468-492. ISBN 1466665475

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Abstract

An agent based behavioral model incorporating utility based rational choice enhanced with psychological drivers is presented to study a typical consumer market. The psychological drivers incorporate purchase strategies of loyalty and change-of-pace, using agent specific memory of past purchases. Attribute specific preferences and prices drive the utility based choice function. Transactions data is used to calibrate and test the model. Results indicate that prediction accuracy at both macro and micro levels can be significantly improved with the incorporation of purchase strategies. Moreover, increased agent memory does not improve predictions in the model beyond a threshold, indicating that consumer memory of past shopping instances is finite and recent purchase history is more relevant to current decision making than the distant past. The article illustrates the use of agent based simulations to model changes or interventions in the market, such as new product introductions, for which no past history exists.

Item Type: Book Section
Divisions : Faculty of Arts and Social Sciences > Surrey Business School
Authors :
NameEmailORCID
Glavin, Stephen E.
Sengupta, Abhijitabhijit.sengupta@surrey.ac.uk
Editors :
NameEmailORCID
Kaufmann, Hans-Ruediger
Date : October 2014
DOI : 10.4018/978-1-4666-6547-7
Copyright Disclaimer : © 2015
Additional Information : Embargo OK Metadata OK No Further Action
Depositing User : James Marshall
Date Deposited : 19 Aug 2020 15:28
Last Modified : 19 Aug 2020 15:28
URI: http://epubs.surrey.ac.uk/id/eprint/858445

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