Item Response Theory Models for Multidimensional Ranking Items

被引：7

作者：

Wang, Wen-Chung ^{[1
]}

Qiu, Xuelan ^{[1
]}

Chen, Chia-Wen ^{[1
]}

Ro, Sage ^{[2
]}

机构：

[1] Educ Univ Hong Kong, Dept Psychol Studies, 10 Lo Ping Rd, Tai Po, Hong Kong, Peoples R China

[2] IBM Corp, 650 Third Ave South, Minneapolis, MN 55402 USA

来源：

QUANTITATIVE PSYCHOLOGY RESEARCH | 2016年 / 167卷

关键词：

Item response theory; Ranking items; Pairwise comparison; Rasch measurement; Ipsative tests; EMOTION DIFFERENTIATION; CHOICE; VALIDITY; RATINGS; IRT;

D O I：

10.1007/978-3-319-38759-8_5

中图分类号：

O1 [数学];

学科分类号：

0701 ; 070101 ;

摘要：

Multidimensional ranking items, in which different statements aim at different latent traits, are commonly used to measure noncognitive latent traits (e.g., career interests, attitudes, and personality). In this study, we developed two new item response theory models for multidimensional ranking items that yield statement utilities and person measures. Simulations were conducted to evaluate the parameter recovery of the two new models, and the results indicated that the parameters were recovered well by using the freeware Just Another Gibson Sampler ( JAGS). An empirical example of behaviors in workplaces was provided.

引用

页码：49 / 65

页数：17

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