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

التفاصيل البيبلوغرافية
العنوان: TreatMethHarm: An Agent-Based Simulation of How People Who Use Methamphetamine Access Treatment
المؤلفون: Nicola Thomson, Paul Dietze, Francois R. Lamy, Brendan Quinn, David Moore, Robyn Dwyer
بيانات النشر: La Trobe, 2022.
سنة النشر: 2022
مصطلحات موضوعية: FOS: Computer and information sciences, Computer science, 030508 substance abuse, General Social Sciences, Model parameters, Replicate, 80110 Simulation and Modelling, Methamphetamine, FOS: Health sciences, Data science, Variety (cybernetics), 03 medical and health sciences, 0302 clinical medicine, Methamphetamine use, 111708 Health and Community Services, Computer Science (miscellaneous), Key (cryptography), medicine, 030212 general & internal medicine, 0305 other medical science, Social psychology, Social simulation, medicine.drug
الوصف: 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.
DOI: 10.26181/19743400.v1
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9232ee788d924b5f6e3b02a2e9e9502b
حقوق: OPEN
رقم الأكسشن: edsair.doi.dedup.....9232ee788d924b5f6e3b02a2e9e9502b
قاعدة البيانات: OpenAIRE