在高风险的人格评估中解开质量不同的伪造策略:多维名义响应模型的混合扩展
Timo Seitz1, Ö Emre C Alagöz1, Thorsten Meiser1
1University of Mannheim, Mannheim, Germany.
Educational and psychological measurement
|August 4, 2025
概括
这项研究引入了一种新的混合模型,用于检测人格测试中的各种假冒策略. 它提高了准确性,因为它认识到在评估过程中,并非所有人都以同样的方式伪造.
科学领域:
- 心理测量 心理测量
- 心理测量 心理测量 心理测量
- 人格评估 个性评估
背景情况:
- 高风险的人格测试易受伪造的影响,个人操纵对社会可取性的反应.
- 现有的模型通常假设单一的伪造策略,可能会误解响应模式.
- 这种同质性假设可以导致模型错误规范,如果个人采用不同的响应策略.
研究的目的:
- 提出并验证多维名义响应模型 (M-MNRM) 的混合模型扩展.
- 在高风险的人格评估中考虑质量上不同的反应策略.
- 调查战略使用与外部变量之间的关系.
主要方法:
- 混合物多维名义响应模型 (M-MNRM) 的开发.
- 模拟研究以评估参数恢复和分类准确性.
- 从人员选择背景中分析了三个经验高风险数据集.
主要成果:
- 在模拟中,M-MNRM表现出良好的参数恢复和高分类准确性.
- 经验分析证实,存在着不同的潜在类别,代表着不同的响应策略.
- 有证据表明,响应行为异质性在高风险评估数据中普遍存在.
结论:
- 在人格评估中,M-MNRM有效地考虑了各种响应策略.
- 承认反应异质性对于准确解释高风险测试数据至关重要.
- 拟议的模型有助于在应用环境中改进心理测量.
相关概念视频
Self-Report Tests of Personality
455
Self-report inventories are objective personality assessments that use multiple-choice items or numbered scales, typically ranging from 1 (strongly disagree) to 5 (strongly agree). They are often called Likert scales after Rensis Likert. These inventories are widely used due to their ease of administration and cost-effectiveness. One of the most prominent examples is the Minnesota Multiphasic Personality Inventory (MMPI), initially developed in the 1940s to assess abnormal personality traits.
455
Self-Evaluation: Self-Enhancement and Self-Verification
5.3K
Social psychologists have documented that feeling good about ourselves and maintaining positive self-esteem is a powerful motivator of human behavior (Tavris & Aronson, 2008). In the United States, members of the predominant culture typically think very highly of themselves and view themselves as good people who are above average on many desirable traits (Ehrlinger, Gilovich, & Ross, 2005). Often, our behavior, attitudes, and beliefs are affected when we experience a threat to our...
5.3K
Self-Presentation: Self-Monitoring and Self-Handicapping
40.3K
People can go to great lengths to protect their self-image and present themselves in ways that they want others to see them. Sociologist Erving Goffman presented the idea that a person is like an actor on a stage. Calling his theory dramaturgy, Goffman believed that we use “impression management” to present ourselves to others as we hope to be perceived. Each situation is a new scene, and individuals perform different roles depending on who is present (Goffman, 1959). Think about...
40.3K
Stereotype Content Model
14.9K
The Stereotype Content Model (SCM) was first proposed by Susan Fiske and her colleagues (Fiske, Cuddy, Glick & Xu, 2002; see also Fiske, 2012 and Fiske, 2017). The SCM specifies that when someone encounters a new group, they will stereotype them based on two metrics: warmth—or that group’s perceived intent, and how likely they are to provide help or inflict harm—and competence—or their ability to carry out that objective. Depending on the warmth-competence...
14.9K
Strategies for Assessing and Addressing Confounding
155
Confounding is a critical issue in epidemiological studies, often leading to misleading conclusions about associations between exposures and outcomes. It occurs when the relationship between the exposure and the outcome is mixed with the effects of other factors that influence the outcome. Given that, addressing confounding is of high importance for drawing accurate inferences in research.
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
155
Self-Discrepancy Theory
18.4K
One influential perspective on what motivates people's behavior is detailed in Tory Higgin's self-discrepancy theory (Higgins, 1987). He proposed that people hold disagreeing internal representations of themselves that lead to different emotional states.
18.4K


