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TreatMethHarm: An Agent-Based Simulation of How People Who Use Methamphetamine Access Treatment

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posted on 2022-05-11, 03:08 authored by Feancois Lamy, Brendan Quinn, Robyn DwyerRobyn Dwyer, Nicola Thomson, David MooreDavid Moore, Paul DietzePaul Dietze
Methamphetamine use in Australia has recently attracted considerable attention due to increased human and social costs. Despite evidences indicating increasing methamphetamine-related harm and significant numbers of frequent and dependent users, methamphetamine treatment coverage remains low in Australia. This paper aims to investigate the complex interplay between methamphetamine use and treatment-related access by designing an agent-based model, using epidemiological data and expert-derived assumptions. This paper presents the architecture and core mechanisms of an agent-based model, TreatMethHarm, and details the results of model calibration performed by testing the key model parameters. At this stage of development, TreatMethHarm is able to produce proportions of methamphetamine users that replicate those produced by our epidemiological survey. However, this agent-based model still requires additional information and further tests before validation. TreatMethHarm provides a useful tool to elicit dialogue between researchers from different disciplines, integrate a variety of data and identify missing information.

Funding

The research reported in this paper was funded by NHMRC Project Grant 479208. The National Drug Research Institute at Curtin University is supported by funding from the Australian Government under the Substance Misuse Prevention and Service Improvement Grants Fund.

History

Publication Date

2016-03-31

Journal

Journal of Artificial Societies and Social Simulation

Volume

19

Issue

2

Article Number

3

Pagination

16p.

Publisher

JASSS

ISSN

1460-7425

Rights Statement

The Author reserves all moral rights over the deposited text and must be credited if any re-use occurs. Documents deposited in OPAL are the Open Access versions of outputs published elsewhere. Changes resulting from the publishing process may therefore not be reflected in this document. The final published version may be obtained via the publisher’s DOI. Please note that additional copyright and access restrictions may apply to the published version.

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