论文标题
人格结构分析的生物学，家庭和文化预测指标，基于开放数据源构建的人格预测模型
Biological, Family and Cultural Predictors of Personality Structure analysis based on personality prediction models constructed by open data source
论文作者
论文摘要
目的：这项研究将进一步了解人格结构，以应对COVID-19的全球大流行状况中的心理健康。方法：根据Big-5人格调查的数据集将自变量分为生物，家庭和文化预测指标。并建立了每个人格特征的多个回归预测模型和详尽的CHAID决策树模型。结果：女性的性格不同。人格成长时变化。与使用双手的人相比，单手统治者不那么令人愉悦和开放。不同的性取向确实具有多样性的个性。所用的母语和教育成就与人格相应巨大相关。婚姻确实有助于塑造个性，使性格更加外向，不那么神经或不愉快，并且更加认真和开放。在城市中成长的人更加令人愉悦和开放。神经质和开放的人通常来自小家庭。参与投票的人更加外向，认真，开放，但神经质和愉快。不同的宗教和种族在人格的每个维度上都有不同的特征，并且没有发现明确的模式。结论：人格特征确实受到多个混杂因素的影响。但是对多种文化预测变量的探索仍然需要更多细节
Objective: This study takes further step on understanding personality structure in order to cope with the mental health during the COVID-19 global pandemic situation. Methods: Categorized the independent variables into biological, family and cultural predictors according to the datasets of the Big-5 personality survey online. And established multiple regression prediction models and exhaustive CHAID decision tree model of each personality trait. Results: Females are different from males in personality. The personality changes when growing. One-handed dominants are less agreeable and open than those who use both hands. Different sexual orientation does have variety personality. Native language used and education attainment is significantly related to personality accordingly. Marriage did help shaping personality to be more extroverted, less neurotic or agreeable and more conscientious and open. People raised in urban are more agreeable and open. Neurotic and open people often come from small families. person participated in voting are more extroverted, conscientious and open but less neurotic and agreeable. Different religions and races have different characteristics in each dimension of personality and there is no clear pattern have been found. Conclusion: Personality traits are indeed affected by multiple confounding factors. but the exploration on multiple cultures predictors still needed more details
