Improving agent-based models of diffusion

Purpose This paper aims to review the validation of assumptions made in agent-based modeling of diffusion and the sufficiency (completeness) of the mechanisms assumed to operate. Design/methodology/approach One well-cited paper is examined. Findings Evidence is presented that casts doubt on the assu...

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Veröffentlicht in:European journal of marketing 2016-01, Vol.50 (3/4), p.639-646
Hauptverfasser: East, Robert, Uncles, Mark D, Romaniuk, Jenni, Lomax, Wendy
Format: Artikel
Sprache:eng
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Zusammenfassung:Purpose This paper aims to review the validation of assumptions made in agent-based modeling of diffusion and the sufficiency (completeness) of the mechanisms assumed to operate. Design/methodology/approach One well-cited paper is examined. Findings Evidence is presented that casts doubt on the assumptions and mechanisms used. A range of mechanisms is suggested that should be evaluated for inclusion in diffusion modeling. Originality/value The need for validation of assumptions has been stressed elsewhere but there has been a lack of examples. This paper provides examples. The stress on the sufficiency of the mechanisms used is new.
ISSN:0309-0566
1758-7123
DOI:10.1108/EJM-02-2015-0120