Unraveling the importance of early awareness strategy on the dynamics of drug addiction using mathematical modeling approach

dc.authoridSalahshour, Soheil/0000-0003-1390-3551
dc.authoridAndrawus, James/0000-0002-5236-0345
dc.authorscopusid57221596565
dc.authorscopusid59262366400
dc.authorscopusid59262184600
dc.authorscopusid56098502800
dc.authorscopusid57193690600
dc.authorscopusid23028598900
dc.authorwosidDenue, Ballah/ABA-3540-2021
dc.authorwosidAndrawus, James/LCD-5672-2024
dc.authorwosidYusuf, Abdullahi/L-9956-2018
dc.contributor.authorAndrawus, James
dc.contributor.authorSalahshour, Soheıl
dc.contributor.authorDenue, Ballah Akawu
dc.contributor.authorAbdul, Habu
dc.contributor.authorYusuf, Abdullahi
dc.contributor.authorSalahshour, Soheil
dc.date.accessioned2024-09-11T07:41:02Z
dc.date.available2024-09-11T07:41:02Z
dc.date.issued2024
dc.departmentOkan Universityen_US
dc.department-temp[Andrawus, James; Muhammad, Aliyu Iliyasu; Yusuf, Abdullahi] Fed Univ Dutse, Dept Math, Dutse 7156, Jigawa, Nigeria; [Muhammad, Aliyu Iliyasu] Fed Univ Wukari, Dept Math & Stat, Wukari 1020, Nigeria; [Denue, Ballah Akawu] Univ Maiduguri, Dept Med, Maiduguri 1069, Nigeria; [Abdul, Habu] Yobe State Univ, Dept Med, Damaturu 1144, Yobe, Nigeria; [Yusuf, Abdullahi; Salahshour, Soheil] Istanbul Okan Univ, Fac Engn & Nat Sci, Istanbul, Turkiye; [Yusuf, Abdullahi] Biruni Univ, Dept Comp Engn, Istanbul, Turkiye; [Salahshour, Soheil] Lebanese Amer Univ, Dept Comp Sci & Math, Beirut, Lebanonen_US
dc.descriptionSalahshour, Soheil/0000-0003-1390-3551; Andrawus, James/0000-0002-5236-0345en_US
dc.description.abstractA drug is any substance capable of altering the functioning of a person's body and mind. In this paper, a deterministic nonlinear model was adapted to investigate the behavior of drug abuse and addiction that incorporates intervention in the form of awareness and rehabilitation. In the mathematical analysis part, the positivity and boundedness of the solution and the existence of drug equilibria have been ascertained, which shows that the model consists of two equilibria: a drug-free equilibrium and a drug endemic equilibrium point. The drug-free equilibrium was found to be both globally and locally asymptotically stable if the effective reproduction number is less than or equal to one ( R-c <= 1). Furthermore, we were able to show the existence of a unique drug endemic equilibrium whenever R-c > 1. Global asymptotic stability of a drug endemic equilibrium point has been ascertained using a nonlinear Lyapunov function of Go-Volterra type, which reveals that the drug endemic equilibrium point is globally asymptotically stable if an effective reproduction number is greater than unity and if there is an absence of a reversion rate of mended individuals (i.e., omega = 0). In addition, an optimal control problem was formulated to investigate the optimal strategy for curtailing the spread of the behavior using control variables. The control variables are massive awareness and rehabilitation intervention of both public and secret addicted individuals. The optimal control simulation shows that massive awareness control is the best to control drug addiction in a society. In sensitivity analysis section, the proportion of those who are exposed publicly shows to be a must sensitive parameter that can reduce the reproduction number, and the effective contact rate shows to be a must sensitive parameter to increase the reproduction number. Numerical simulations reveal that the awareness rate of exposed publicly and the rehabilitation rate of addicted publicly are very important parameters to control drug addiction in a society.en_US
dc.description.woscitationindexScience Citation Index Expanded
dc.identifier.citation0
dc.identifier.doi10.1063/5.0203892
dc.identifier.issn1054-1500
dc.identifier.issn1089-7682
dc.identifier.issue8en_US
dc.identifier.pmid39141788
dc.identifier.scopus2-s2.0-85201329996
dc.identifier.scopusqualityQ2
dc.identifier.urihttps://doi.org/10.1063/5.0203892
dc.identifier.urihttps://hdl.handle.net/20.500.14517/6225
dc.identifier.volume34en_US
dc.identifier.wosWOS:001293737200007
dc.identifier.wosqualityQ1
dc.institutionauthorSalahshour S.
dc.language.isoen
dc.publisherAip Publishingen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subject[No Keyword Available]en_US
dc.titleUnraveling the importance of early awareness strategy on the dynamics of drug addiction using mathematical modeling approachen_US
dc.typeArticleen_US
dspace.entity.typePublication
relation.isAuthorOfPublicationf5ba517c-75fb-4260-af62-01c5f5912f3d
relation.isAuthorOfPublication.latestForDiscoveryf5ba517c-75fb-4260-af62-01c5f5912f3d

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