Predicting cocaine consumption in Spain: A mathematical modelling approach

被引:20
|
作者
Sanchez, Emilio [2 ]
Villanueva, Rafael-Jacinto [3 ]
Santonja, Francisco-Jose [1 ]
Rubio, Maria [3 ]
机构
[1] Univ Valencia, Dept Estadist & Invest Operat, Fac Matemat, E-46100 Valencia, Spain
[2] Dept 10 Conselleria Sanitat, Unidad Conductas Adict Catarroja, Valencia, Spain
[3] Univ Politecn Valencia, Ciudad Politecn Innovac, Inst Matemat Multidisciplinar, Valencia 46022, Spain
关键词
DOUBLE-BLIND; SENSITIVITY; UNCERTAINTY; POPULATION; PRESSURE; DYNAMICS; DISEASES; PLACEBO;
D O I
10.3109/09687630903443299
中图分类号
R194 [卫生标准、卫生检查、医药管理];
学科分类号
摘要
In this article, we analyse the evolution of cocaine consumption in Spain and we predict consumption trends over the next few years. Additionally, we simulate some scenarios which aim to reduce cocaine consumption in the future (sensitivity analysis). Assuming cocaine dependency is a socially transmitted epidemic disease, this leads us to propose an epidemiological-type mathematical model to study consumption evolution. Model sensitivity analysis allows us to design strategies and analyse their effects on cocaine consumption. The model predicts that 3.5% of the Spanish population will be habitual cocaine consumers by 2015. The simulations carried out suggest that cocaine consumption prevention strategies are the best policy to reduce the habitual consumer population. In this article, we show that epidemiological-type mathematical models can be a useful tool in the analysis of the repercussion of health policy proposals in the short-time future.
引用
收藏
页码:108 / 115
页数:8
相关论文
共 50 条
  • [21] Mathematical modelling of the mosquito Aedes polynesiensis in a heterogeneous environment
    Heath, Katherine
    Bonsall, Michael B.
    Marie, Jerome
    Bossin, Herve C.
    MATHEMATICAL BIOSCIENCES, 2022, 348
  • [22] Mathematical modelling for solvated crystallization
    Rachah, A.
    Noll, D.
    Espitalier, F.
    Baillon, F.
    IMA JOURNAL OF APPLIED MATHEMATICS, 2017, 82 (01) : 195 - 223
  • [23] MATHEMATICAL MODELLING OF TUBERCULOSIS EPIDEMICS
    Pablo Aparicio, Juan
    Castillo-Chavez, Carlos
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2009, 6 (02) : 209 - 237
  • [24] Mathematical Modelling of Climate Change and Variability in the Context of Outdoor Ergonomics
    Soldatenko, Sergei
    Bogomolov, Alexey
    Ronzhin, Andrey
    MATHEMATICS, 2021, 9 (22)
  • [25] Mathematical modelling in tobacco control research: protocol for a systematic review
    Feirman, Shari
    Donaldson, Elisabeth
    Pearson, Jennifer
    Zawistowski, Grace
    Niaura, Ray
    Glasser, Allison
    Villanti, Andrea C.
    BMJ OPEN, 2015, 5 (04):
  • [26] Mathematical modelling of Banana Black Sigatoka Disease with delay and Seasonality
    Agouanet, Franklin Platini
    Tankam-Chedjou, Israel
    Etoua, Remy M.
    Tewa, Jean Jules
    APPLIED MATHEMATICAL MODELLING, 2021, 99 : 380 - 399
  • [27] Predicting water main failures using Bayesian model averaging and survival modelling approach
    Kabir, Golam
    Tesfamariam, Solomon
    Sadiq, Rehan
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2015, 142 : 498 - 514
  • [28] A seamless approach to understanding and predicting Arctic sea ice in Met Office modelling systems
    Hewitt, Helene T.
    Ridley, Jeff K.
    Keen, Ann B.
    West, Alex E.
    Peterson, K. Andrew
    Rae, Jamie G. L.
    Milton, Sean F.
    Bacon, Sheldon
    PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2015, 373 (2045):
  • [29] Predicting spatiotemporal abundance of breeding waterfowl across Canada: A Bayesian hierarchical modelling approach
    Adde, Antoine
    Darveau, Marcel
    Barker, Nicole
    Cumming, Steven
    DIVERSITY AND DISTRIBUTIONS, 2020, 26 (10) : 1248 - 1263
  • [30] Income, consumption and wealth inequality in Spain
    Anghel, Brindusa
    Basso, Henrique
    Bover, Olympia
    Maria Casado, Jose
    Hospido, Laura
    Izquierdo, Mario
    Kataryniuk, Ivan A.
    Lacuesta, Aitor
    Manuel Montero, Jose
    Vozmediano, Elena
    SERIES-JOURNAL OF THE SPANISH ECONOMIC ASSOCIATION, 2018, 9 (04): : 351 - 387