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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2018
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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. |
format | Online Article Text |
id | pubmed-6052710 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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