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Agent-Based Models as Policy Decision Tools: The Case of Smallpox Vaccination
2011 (English)In: Simulation and Gaming: An Interdisciplinary Journal, Vol. 42, no 2, 225-242 p.Article in journal (Refereed) Published
Abstract [en]

Agent-based simulation (ABS) studies have recently been employed to support policy decisions. This article addresses the particular potentials and problems that ABS faces in this usage. First, the author warns against taking "familiarity" with specific ABS as a criterion for having confidence in the model's policy recommendations. Second, he shows that specific epistemic issues-in particular the high number of detailed simulated systems-require additional reflection on which decision rules to choose for policy decisions based on ABS. Third, the author points out directions in which the construction and uses of ABS in policy decision could be improved. Each of these issues is illustrated by simulation studies undertaken to investigate smallpox vaccination policies.

Place, publisher, year, edition, pages
2011. Vol. 42, no 2, 225-242 p.
Keyword [en]
agent-based simulations; decision making; epidemics; exploratory modeling; methodology; smallpox; vaccination policy; validity
National Category
URN: urn:nbn:se:kth:diva-81962DOI: 10.1177/1046878110377484ScopusID: 2-s2.0-79955712510OAI: diva2:497796
QC 20120213Available from: 2012-02-11 Created: 2012-02-11 Last updated: 2012-02-13Bibliographically approved

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Grüne-Yanoff, Till

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