通过文化信仰改变行为的酒精相关健康风险动态模糊建模

Maranya M. Mayengo, M. Kgosimore, S. Chakraverty
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引用次数: 8

摘要

在本文中,我们提出并分析了一个与酒精中毒相关的健康风险挑战的模糊模型。通过在风险个体和附加死亡率的影响度量中假设不确定条件,将模糊性引入系统。具体地说,模糊数是一个易感个体对饮酒行为的同伴影响程度的定义函数。利用新一代矩阵计算模糊基本风险再现数,并对其进行分析。分析表明,通过提高易感个体的抵抗力,从而减少他们开始饮酒行为的机会,可以有效地控制与酒精中毒有关的健康风险。当社区中被认为受人尊敬的个人参与健康教育运动时,公众对当前风险的认识迅速提高。因此,很大比例的人口将获得保护,以避免开始饮酒,这将加速他们的健康状况进入更危险的状态。在同伴影响较低的情况下,健康风险可能会因自然因素而降低,这些自然因素实际上提供了防止酗酒的保护。然而,当社区中被认为最有影响力的人从事酗酒行为时,这意味着影响力的增加,因此,该系统将是地方性的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy Modeling for the Dynamics of Alcohol-Related Health Risks with Changing Behaviors via Cultural Beliefs
In this paper, we propose and analyze a fuzzy model for the health risk challenges associated with alcoholism. The fuzziness gets into the system by assuming uncertainty condition in the measure of influence of the risky individual and the additional death rate. Specifically, the fuzzy numbers are defined functions of the degree of peer influence of a susceptible individual into drinking behavior. The fuzzy basic risk reproduction number is computed by means of Next-Generation Matrix and analyzed. The analysis of reveals that health risk associated with alcoholism can be effectively controlled by raising the resistance of susceptible individuals and consequently reducing their chances of initiation of drinking behavior. When perceived respectable individuals in the communities are involved in health education campaign, the public awareness about prevailing risks increases rapidly. Consequently, a large population proportion will gain protection from initiation of drinks which would accelerate their health condition into more risky states. In a situation where peer influence is low, the health risks are likely to be reduced by natural factors that provide virtual protection from alcoholism. However, when the perceived most influential people in the community engage in alcoholism behavior, it implies an increase in the force of influence, and as such, the system will be endemic.
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