A mathematical model of smoking behaviour in Indonesia with density-dependent death rate

This work presents a mathematical model that investigates the impact of smokers on the transmission dynamics of smoking behavior in the Indonesian population. The population is classified into three classes: potential smokers, smokers, and ex-smokers. This model is described by non-linear differenti...

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Main Authors: Clara Mia Devira Simarmata, Nanang Susyanto, Iqbal J. Hammadi, Choirul Rahmaditya
Format: Article
Language:English
Published: Ptolemy Scientific Research Press 2020-04-01
Series:Open Journal of Mathematical Sciences
Subjects:
Online Access:https://pisrt.org/psr-press/journals/oms-vol-4-2020/a-mathematical-model-of-smoking-behaviour-in-indonesia-with-density-dependent-death-rate/
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spelling doaj-6c80c81125f24d9ab71e87361aa7251d2020-11-25T03:25:35ZengPtolemy Scientific Research PressOpen Journal of Mathematical Sciences2616-49062523-02122020-04-014111812510.30538/oms2020.0101A mathematical model of smoking behaviour in Indonesia with density-dependent death rateClara Mia Devira Simarmata0 Nanang Susyanto1 Iqbal J. Hammadi2 Choirul Rahmaditya3Undergraduate Student of Department of Mathematics, Universitas Gadjah Mada, Sekip Utara, Yogyakarta, IndonesiaDepartment of Mathematics, Universitas Gadjah Mada, Sekip Utara, Yogyakarta, Indonesia.Undergraduate Student of Department of Mathematics, Universitas Gadjah Mada, Sekip Utara, Yogyakarta, IndonesiaUndergraduate Student of Department of Mathematics, Universitas Gadjah Mada, Sekip Utara, Yogyakarta, IndonesiaThis work presents a mathematical model that investigates the impact of smokers on the transmission dynamics of smoking behavior in the Indonesian population. The population is classified into three classes: potential smokers, smokers, and ex-smokers. This model is described by non-linear differential equations using fractional quantities instead of actual populations by scaling the population of each class by the total population. There is also the density-dependent and density-independent death rate in the model to accommodate the difference between the death rate of potential smokers, smokers, and ex-smokers. In this model, two equilibrium points are found. One of them is the smoking-free equilibrium and the other relates to the presence of smoking. Then, the local stability of both equilibrium points is examined. Lastly, numerical simulations are carried out to illustrate the sensitivity of the smoker class to the parameters: the rate of non-smokers become smokers, the rate of smokers become smokers, also the rate of ex-smokers re-adapt smoking habit. The result of this paper can be considered to make a policy to reduce the number of smokers in Indonesia. https://pisrt.org/psr-press/journals/oms-vol-4-2020/a-mathematical-model-of-smoking-behaviour-in-indonesia-with-density-dependent-death-rate/smoking modellocal stabilityendemic equilibrianumerical simulation.
collection DOAJ
language English
format Article
sources DOAJ
author Clara Mia Devira Simarmata
Nanang Susyanto
Iqbal J. Hammadi
Choirul Rahmaditya
spellingShingle Clara Mia Devira Simarmata
Nanang Susyanto
Iqbal J. Hammadi
Choirul Rahmaditya
A mathematical model of smoking behaviour in Indonesia with density-dependent death rate
Open Journal of Mathematical Sciences
smoking model
local stability
endemic equilibria
numerical simulation.
author_facet Clara Mia Devira Simarmata
Nanang Susyanto
Iqbal J. Hammadi
Choirul Rahmaditya
author_sort Clara Mia Devira Simarmata
title A mathematical model of smoking behaviour in Indonesia with density-dependent death rate
title_short A mathematical model of smoking behaviour in Indonesia with density-dependent death rate
title_full A mathematical model of smoking behaviour in Indonesia with density-dependent death rate
title_fullStr A mathematical model of smoking behaviour in Indonesia with density-dependent death rate
title_full_unstemmed A mathematical model of smoking behaviour in Indonesia with density-dependent death rate
title_sort mathematical model of smoking behaviour in indonesia with density-dependent death rate
publisher Ptolemy Scientific Research Press
series Open Journal of Mathematical Sciences
issn 2616-4906
2523-0212
publishDate 2020-04-01
description This work presents a mathematical model that investigates the impact of smokers on the transmission dynamics of smoking behavior in the Indonesian population. The population is classified into three classes: potential smokers, smokers, and ex-smokers. This model is described by non-linear differential equations using fractional quantities instead of actual populations by scaling the population of each class by the total population. There is also the density-dependent and density-independent death rate in the model to accommodate the difference between the death rate of potential smokers, smokers, and ex-smokers. In this model, two equilibrium points are found. One of them is the smoking-free equilibrium and the other relates to the presence of smoking. Then, the local stability of both equilibrium points is examined. Lastly, numerical simulations are carried out to illustrate the sensitivity of the smoker class to the parameters: the rate of non-smokers become smokers, the rate of smokers become smokers, also the rate of ex-smokers re-adapt smoking habit. The result of this paper can be considered to make a policy to reduce the number of smokers in Indonesia.
topic smoking model
local stability
endemic equilibria
numerical simulation.
url https://pisrt.org/psr-press/journals/oms-vol-4-2020/a-mathematical-model-of-smoking-behaviour-in-indonesia-with-density-dependent-death-rate/
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