The external validity of scores based on the twoparameter logistic model: Some comparisons between IRT and CTT

被引:0
|
作者
Ferrando, Pere J. [1 ]
Chico, Eliseo [1 ]
机构
[1] Univ Rovira & Virgili, Fac Psicol, Tarragona 43007, Spain
来源
PSICOLOGICA | 2007年 / 28卷 / 02期
关键词
D O I
暂无
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
A theoretical advantage of item response theory (IRT) models is that trait estimates based on these models provide more test information than any other type of test score. It is still unclear, however, whether using IRT trait estimates improves external validity results in comparison with the results that can be obtained by using simple raw scores. This paper discusses some methodological results based on the 2-parameter logistic model (2PLM) and is concerned with three issues: first, how validity coefficients based on IRT trait estimates must be interpreted; second, how inferences about these coefficients can be made; and third, which differences in external validity can be expected if the 2PLM is correct for the data and IRT scores are used in place of raw scores. Four empirical examples in the personality domain provided further evidence for the results that can be expected in real research in which the model is, at best, a good approximation to the data. A general result of these examples was that validity coefficients based on IRT scores were similar to those based on raw scores.
引用
收藏
页码:237 / 257
页数:21
相关论文
共 50 条
  • [22] Exploring the Correlation Between Multiple Latent Variables and Covariates in Hierarchical Data Based on the Multilevel Multidimensional IRT Model
    Zhang, Jiwei
    Lu, Jing
    Chen, Feng
    Tao, Jian
    FRONTIERS IN PSYCHOLOGY, 2019, 10
  • [23] Comparison of the response time-based effort-moderated IRT model and three-parameter logistic model according to computerized adaptive test performances: a simulation study
    Arslan, Yusuf Kemal
    Alkan, Afra
    Elhan, Atilla Halil
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2025, 54 (01) : 44 - 57
  • [24] Establishment and external validation of an early warning model of diabetic peripheral neuropathy based on random forest and logistic regression
    Wang, Lujie
    Li, Jiajie
    Lin, Yixuan
    Yuan, Huilun
    Fang, Zhaohui
    Fei, Aihua
    Shen, Guoming
    Jiang, Aijuan
    BMC ENDOCRINE DISORDERS, 2024, 24 (01)
  • [25] SOME COMPARISONS BETWEEN ARTICULATION RATES OF LPC AND DIPHONE OR MONOPHONE-BASED SYNTHESIS BY RULES
    BRAUN, HJ
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1978, 64 : S160 - S160
  • [26] DIFFERENTIAL MORTALITY - SOME COMPARISONS BETWEEN ENGLAND AND WALES, FINLAND AND FRANCE, BASED ON INEQUALITY MEASURES
    LECLERC, A
    LERT, F
    FABIEN, C
    INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 1990, 19 (04) : 1001 - 1010
  • [27] Assessing the external validity of model-based estimates of the incidence of heart attack in England: a modelling study
    Peter Scarborough
    Kate Smolina
    Anja Mizdrak
    Linda Cobiac
    Adam Briggs
    BMC Public Health, 16
  • [28] Assessing the external validity of model-based estimates of the incidence of heart attack in England: a modelling study
    Scarborough, Peter
    Smolina, Kate
    Mizdrak, Anja
    Cobiac, Linda
    Briggs, Adam
    BMC PUBLIC HEALTH, 2016, 16 : 1 - 8
  • [29] Rate-distortion comparisons between VEC and MDC based on Gilbert channel model
    Kim, MY
    Kleijn, WB
    ICON 2003: 11TH IEEE INTERNATIONAL CONFERENCE ON NETWORKS, 2003, : 495 - 500
  • [30] A Study on the Relationship between Internal and External Validity Indices Applied to Partitioning and Density-based Clustering Algorithms
    Tomasini, Caroline
    Borges, Eduardo N.
    Machado, Karina
    Emmendorfer, Leonardo
    ICEIS: PROCEEDINGS OF THE 19TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS - VOL 1, 2017, : 89 - 98