关于间接方法用于检测伪造的实用性
Philippe Goldammer1, Peter Lucas Stöckli1, Yannik Andrea Escher2
1Military Academy at ETH Zurich, Birmensdorf, Switzerland.
Educational and psychological measurement
|September 25, 2024
概括
间接指数有效地检测到假冒问卷,而没有测试者意识到或改变调查设计. 将这些方法结合起来,可以提供比直接测量更高或可比的检测率,从而提高数据有效性.
科学领域:
- 心理测量 心理测量 心理测量
- 调查方法 调查方法
- 行为科学 行为科学
背景情况:
- 在研究中,问卷数据的有效性至关重要.
- 直接伪造检测尺度 (例如,社会可取性) 可以被受访者检测出来.
- 间接指数提供了一种隐蔽的方法来识别响应偏差.
研究的目的:
- 为了比较12个不同的间接伪造检测指数的表现.
- 评估间接指数单独和组合的有效性.
- 评估间接指数与已确立的直接伪造措施对比.
主要方法:
- 选择了12个概念上不同的间接伪造检测指数.
- 个人和综合间接指数绩效的比较分析.
- 与直接伪造措施 (有效度表) 的比较.
主要成果:
- 利克特型项目响应过程树模型的协议因子,可取规模终点响应和协差指数显示出卓越的性能.
- 综合间接指数实现了与直接措施相比或更高的检测率.
- 有效的间接指数与实质规模的相关性较低,从而保持了数据完整性.
结论:
- 间接假冒检测指数是直接措施的可行和有效替代方案.
- 结合间接指数可以提高它们在检测响应偏差方面的效用.
- 鼓励研究人员采用间接索引来提高问卷数据质量.
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