基于神经网络的大学生五态人格和心理健康相关性研究

Correlation between five-pattern personality and mental health of university students based on artificial neutral network

目的分析北京中医药大学本科一年级大学生五态人格与SCL-90的相关性及其内在规律。方法运用五态人格测验表和SCL-90量表对672名大学生进行测试,运用人工神经网络计算出两者的内在关联。结果敌意、人际关系敏感、精神病性对太阳人格有明显影响;敌意、偏执、焦虑和人际关系敏感对少阳人格有明显影响;各因子对阴阳平和人格均有显著影响;敌意、抑郁、人际关系敏感和强迫对少阴人格有显著影响;抑郁、强迫、精神病性对太阴人格有显著影响。结论人格特征与心理健康存在显著相关。

Objective To analyze the correlation between five-pattern pergonality and symptom check list-90 （SCL-90） and internal laws in first-year students in Beijing University of Chinese Medicine. Methods The test table of five-pattern personality and SCL-90 were applied in 672 students, and the internal correlation between five-pattern personality and SCL-90 was calculated by using artificial neutral network （ANNs）. Results Hostility,interpersonal sensitivity and psychotism had significant influences on Taiyang personality pattern. Hostility, bigotry, anxiety and interpersonal sensitivity had significant influences on Shaoyang personality pattern. All factors had significant influences on Yin-yang balanced personality pattern. Hostility, depression, interpersonal sensitivity and compulsion had significant influences on Shaoyin personality pattern. Depression, compulsion and psychotism had significant influences on Taiyin personality pattern. Conclusion Personality characteristics is significantly correlated to psychological health.