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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2020-04-01
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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.
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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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