Identifying and Modeling Psychosocial Risk of Young Population in Large Latin American Cities by Using Shannon Entropy and Random Variable Distributions

H. Nieto-Chaupis, Roberto Cotrina, Hugo del Rosario, Gustavo Villar
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引用次数: 1

Abstract

By taking into account the lifestyle of 306 young adults we use Shannon entropy in conjunction to random distributions to identify and model risk that is strongly dependent on psychosocial factors that would lead gradually to young university people to acquire both physiological and psychological risk fact that would be a problem of future burden in those developing countries whose social layers are essentially composed by young population. From a dataset we identify imminent risk linked to modern lifestyle that is featured by a social factors more than individual factors. The extracted information of the Shannon entropy is translated as the identification of certain groups of risk based on the definition of the normalized psychosocial risk. From the 306 students we identify that at least $25\pm 6$ are in potential risk to acquire non-transmissible diseases in the middle term.
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基于Shannon熵和随机变量分布的拉美大城市青年人口社会心理风险识别与建模
通过考虑306名年轻人的生活方式,我们将香农熵与随机分布相结合,以识别和建模强烈依赖于心理社会因素的风险,这些因素将逐渐导致年轻的大学生获得生理和心理风险——这将是那些社会阶层基本上由年轻人组成的发展中国家未来负担的问题。从数据集中,我们确定了与现代生活方式相关的迫在眉睫的风险,而现代生活方式的特点是社会因素多于个人因素。将香农熵提取的信息转化为基于标准化心理社会风险定义的特定风险群体的识别。从306名学生中,我们确定至少有25名学生在中期有感染非传染性疾病的潜在风险。
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