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Role of imitation and limited rehabilitation capacity on the spread of drug abuse

OBJECTIVES: We formulate a mathematical model for the spread of drug abuse using non linear ordinary differential equations. The model seeks to investigate both peer influence and limited rehabilitation effects on the dynamics of drug abuse. Peer-influence is modelled through the mechanism of imitat...

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Autor principal: Mushanyu, Josiah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6052710/
https://www.ncbi.nlm.nih.gov/pubmed/30021638
http://dx.doi.org/10.1186/s13104-018-3574-4
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author Mushanyu, Josiah
author_facet Mushanyu, Josiah
author_sort Mushanyu, Josiah
collection PubMed
description OBJECTIVES: We formulate a mathematical model for the spread of drug abuse using non linear ordinary differential equations. The model seeks to investigate both peer influence and limited rehabilitation effects on the dynamics of drug abuse. Peer-influence is modelled through the mechanism of imitation and limited rehabilitation is described using a special treatment function. Center manifold theory is used to show that the model exhibits the phenomenon of backward bifurcation. Matlab has been used to carry out numerical simulations to support theoretical findings. RESULTS: The model analysis shows that the model has multiple equilibria. It has been shown that the classical [Formula: see text] —threshold is not the key to control drug abuse within a population. In fact drug abuse problems may persist in the population even with subthreshold values of [Formula: see text] . This was shown to result, in particular when, [Formula: see text] , [Formula: see text] and [Formula: see text] are high enough such that [Formula: see text] , [Formula: see text] and [Formula: see text] . The results suggest the need for comprehensive and accessible substance abuse treatment services to curtail drug abuse. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13104-018-3574-4) contains supplementary material, which is available to authorized users.
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spelling pubmed-60527102018-07-23 Role of imitation and limited rehabilitation capacity on the spread of drug abuse Mushanyu, Josiah BMC Res Notes Research Note OBJECTIVES: We formulate a mathematical model for the spread of drug abuse using non linear ordinary differential equations. The model seeks to investigate both peer influence and limited rehabilitation effects on the dynamics of drug abuse. Peer-influence is modelled through the mechanism of imitation and limited rehabilitation is described using a special treatment function. Center manifold theory is used to show that the model exhibits the phenomenon of backward bifurcation. Matlab has been used to carry out numerical simulations to support theoretical findings. RESULTS: The model analysis shows that the model has multiple equilibria. It has been shown that the classical [Formula: see text] —threshold is not the key to control drug abuse within a population. In fact drug abuse problems may persist in the population even with subthreshold values of [Formula: see text] . This was shown to result, in particular when, [Formula: see text] , [Formula: see text] and [Formula: see text] are high enough such that [Formula: see text] , [Formula: see text] and [Formula: see text] . The results suggest the need for comprehensive and accessible substance abuse treatment services to curtail drug abuse. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13104-018-3574-4) contains supplementary material, which is available to authorized users. BioMed Central 2018-07-18 /pmc/articles/PMC6052710/ /pubmed/30021638 http://dx.doi.org/10.1186/s13104-018-3574-4 Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Note
Mushanyu, Josiah
Role of imitation and limited rehabilitation capacity on the spread of drug abuse
title Role of imitation and limited rehabilitation capacity on the spread of drug abuse
title_full Role of imitation and limited rehabilitation capacity on the spread of drug abuse
title_fullStr Role of imitation and limited rehabilitation capacity on the spread of drug abuse
title_full_unstemmed Role of imitation and limited rehabilitation capacity on the spread of drug abuse
title_short Role of imitation and limited rehabilitation capacity on the spread of drug abuse
title_sort role of imitation and limited rehabilitation capacity on the spread of drug abuse
topic Research Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6052710/
https://www.ncbi.nlm.nih.gov/pubmed/30021638
http://dx.doi.org/10.1186/s13104-018-3574-4
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