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危险人格倾向情境量表经典测量理论及项目反应理论分析
其他题名CTT and IRT Analysis Applying to Situational Experiences Risk Personality Trend Screening Inventory
赖海鸥
导师黄峥
2022-06
摘要近年来,危害社会公共安全秩序事件时有发生。有研究表明初次犯罪人员46%患一种或多种人格障碍,而重复犯罪人员人格障碍检出比例高达71%,这个比例远高于普通人群9-14%的发病率。有学者尝试用人格障碍诊断问卷(Personality Diagnostic Questionnaire } PDQ-4+)对重复违法犯罪人群进行人格障碍筛查,发现以反社会、边缘和偏执型人格障碍为主的病理性人格是该人群主要特征,另有多项调查也支持了此结果。有此三种人格障碍倾向的个体在面临压力或应激诱发情况下可能做出危险行为并导致危机事件发生。因此,对于一些特殊性质工作人群或场所,例如军队或学校,有需要从风险预警角度出发针此三种人格障碍倾向做筛查和识别。 目的:1.编制一套危险人格倾向情境化筛查测量工具,包含反社会、边缘和偏执型三个独立分量表,在有需要的组织机构中实现此三种人格倾向性的筛查。2.新编制的量表进行基于经典测量理论CTT ( Classical Test Theory, CTT指导下信效度检验,评价量表整体、一般性表现。3.条目进行基于项目反应理论IRT (Item Response Theory , IRT)指导下的参数估计,从条目层面评价和分析,并为将来实现计算机自适应测验做好实践准备。 方法:研究1中,根据临床医生访谈记录和DSM- V界定的病理性人格特质对反社会型、边缘型和偏执型人格障碍人格轮廓描述,赋予核心不适应行为、动机和内心体验以具体情境编制成危险人格倾向情境量表。通过网络招募志愿者对18岁以上人群发放电子问卷,回收的577份有效问卷基于经典测量理论指导下的信度和效度检验。效标量表采用Hyler博士编制的人格诊断问卷PD Q-4+C Personality Diagnostic Questionnaire )。研究2,首先对所有条目是否符合IRT的三个假设进行验证,之后使用Samejima等级反应模型估计条目参数和信息量的标定。从条目层面上改进和完善。 结果:研究1:结果显示危险人格倾向情境化筛查量表包含反社会量表(PD1) 25个条目、边缘量表(PD2 ) 22个条目和偏执量表(PD3 ) 24个条目。PD 1, PD2和PD3具有较可靠信效度,其中内部一致性系数均o.9}P
其他摘要Current research on abnormal personalities suggests that people with certain personalities tend to reoffend. Previous studies have shown that 46% of the first-time offenders have one or more personality disorders, while 71%of the repeat offenders have personality disorders. Some scholars used the Personality Diagnostic Questionnaire (PDQ-4+) to screen the Personality disorders of the repeat offenders, and found that anti-social personality, borderline personality, and paranoid personality are the three most common disordered personality among the reoffending group. Person with these three personality disorder tendencies may make dangerous behaviors and lead to crisis events under the condition of pressure or stress. It is necessary to have a tool to effectively screen the high-risk personality disorders tendencies, especially for some special purpose, for example, when hiring school staff. Objective: l .This study aims to examine a new tool for screening the three risk-personalities tendencies mentioned above, called situational experiences risk personality inventory. 2. The reliability and validity of the situational experiences risk personality tendencies inventory were conducted based on the Classical Test Theory (CTT) to evaluate the overall and general performance of the inventory. 3.in order to further analyze and evaluate the items quality of situational experiences risk personality tendencies inventory. Item response theory (IRT) was used to estimate the item discrimination coefficient and information amount of each item, also for preparation of computer adaptive test in the future. Methods: In study 1,The personality profile of antisocial, borderline and paranoid personality disorders tendencies was described based on the clinical interview records and pathological personality traits defined by DSM-V. The core maladaptive behaviors, motivations and inner experiences were given specific situations to compile the situational screening scale of risky personality tendencies. Volunteers were recruited online to issue electronic questionnaires to people over 18 years old, and 577 valid questionnaires were collected for data analysis. The Personality Diagnostic Questionnaire PDQ-4+prepared by Dr. Hyler was used as the scale of validity. In study 2, Firstly, in order to further analyze and evaluate the items quality of situational experiences risk personality tendencies inventory. Item response theory (IRT) was used to estimate the item discrimination coefficient and information amount of each item. Results: Study 1,The results show for the 3 PDs the internal consistency reliability is above 0.9, the retest reliability ranges from 0.54 to 0.58(P<0.01), and the standard validity ranges from 0.43 to 0.56(P<0.01). Among the total 577 samples the first group was picked at random (n=290) for exploratory factor analysis. After revision, 5-factor model was extracted from PD 1,4-factor model was extracted from both PD2 and PD3, which covered the core diagnostic criteria as defined by DSM-V. Confirmatory factor analysis was performed to verify the structural stability and model suitability using the remining samples (n=287), and the result shows the agreement with the factor models. ROC curve analysis was conducted using the new inventory result as independent variables and PDQ-4+ result as dependent variables. When the cut-off value is set as 52.5, 53.5, and 54.5, the AUC value shows as 0.77, 0.75 and 0.74 respectively for PD 1,PD2 and PD3.The analysis result shows the positive predictive value is in the moderate range while the negative predictive value is excellent. Study 2. Four items did not meet the IRT hypothesis test were deleted. Situational experiences risk personality inventory included 24 items of antisocial scale (PD1), 20 items of borderline scale (PD2) and 23 items of paranoid Scale (PD3). The results showed that all the items had a good discrimination parameter raging from 0.87 to 3.15. The test information of PD 1,PD2 and PD3 is more than 16, and the results was good。 Conclusion: The new inventory proved the acceptable reliability and validity and can be used as a relatively efficient screening instrument for antisocial, borderline and paranoid PDs tendencies diagnosis, but some items still need to be further revised and verified.
关键词人格障碍评估 信度 效度 经典测量理论 项目反应理论
学位类型硕士
语种中文
学位名称理学硕士
学位专业发展与教育心理学
学位授予单位中国科学院大学
学位授予地点中国科学院心理研究所
文献类型学位论文
条目标识符http://ir.psych.ac.cn/handle/311026/44994
专题认知与发展心理学研究室
推荐引用方式
GB/T 7714
赖海鸥. 危险人格倾向情境量表经典测量理论及项目反应理论分析[D]. 中国科学院心理研究所. 中国科学院大学,2022.
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