A Monte Carlo Study Investigating the Impact of Item Parceling Strategies on Parameter Estimates and Their Standard Errors in CFA
Datos Bibliográficos
| ID | 23360534 |
|---|---|
| Autores | Fadia Nasser-Abu Alhija (Tel Aviv University), Joseph M Wisenbaker (University of Georgia), Joseph Wisenbaker |
| Año | 2006 |
| Volumen | 13 |
| Número | 2 |
| Páginas | 204-228 |
| Fecha de publicación | 2006-04-28 |
| Peer Reviewed | Sí |
| Open Access | No |
| Tipo | ARTICLE |
| Revista | Structural Equation Modeling: A Multidisciplinary Journal (JOURNAL) |
| Identificadores de la revista | ISSN: 1070-5511 • E-ISSN: 1532-8007 |
| Editorial | Informa UK Limited (PUBLISHER • GB) |
| DOI | 10.1207/s15328007sem1302_3 |
| OpenAlex | W1996543945 |
| Idioma | EN |
| Citas recibidas | 83 |
| Referencias citadas | 25 |
A simulation study was conducted to examine the effect of item parceling on confirmatory factor analysis parameter estimates and their standard errors at different levels of sample size, number of indicators per factor, size of factor structure/pattern coefficients, magnitude of interfactor correlations, and variations in item-level data distribution. Results suggest that the use of item parceling had negligible effects on parameter bias and on the standard errors of the estimated factor correlations. Including more items per parcel did reduce the standard errors of estimated factor structure/pattern coefficients although this effect was attenuated with larger samples and higher pattern/structure coefficients that generally led to smaller standard errors.
Confirmatory factor analysis · Econometrics · Item response theory · Monte Carlo method · Observational error · Psychometrics · Sample size determination · Standard error · Statistics · Structural equation modeling · Advanced Statistical Modeling Techniques · Mathematics · Psychometric Methodologies and Testing · Statistical Methods and Applications
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| Obras citantes distintas | 83 |
|---|---|
| Citas por año | 4,61 |
| Intervalo de citas | 2008 - 2026 (19) |
| Velocidad de citación | current |
| Altamente citado | No |
| Tipos de cita | Neutras: 78 |