完整後設資料紀錄
DC 欄位 | 值 | 語言 |
---|---|---|
dc.contributor.author | Wu, Jiun-Yu | en_US |
dc.contributor.author | Kwok, Oi-Man | en_US |
dc.contributor.author | Willson, Victor L. | en_US |
dc.date.accessioned | 2014-12-08T15:36:45Z | - |
dc.date.available | 2014-12-08T15:36:45Z | - |
dc.date.issued | 2014 | en_US |
dc.identifier.issn | 0022-0973 | en_US |
dc.identifier.uri | http://hdl.handle.net/11536/25122 | - |
dc.identifier.uri | http://dx.doi.org/10.1080/00220973.2013.876226 | en_US |
dc.description.abstract | The authors compared the effects of using the true Multilevel Latent Growth Curve Model (MLGCM) with single-level regular and design-based Latent Growth Curve Models (LGCM) with or without the higher-level predictor on various criterion variables for multilevel longitudinal data. They found that random effect estimates were biased when the higher-level predictor was not included and that standard errors of the regression coefficients from the higher-level were underestimated when a regular LGCM was used. Nevertheless, random effect estimates, regression coefficients, and standard error estimates were consistent with those from the true MLGCM when the design-based LGCM included the higher-level predictor. They discussed implication for the study with empirical data illustration. | en_US |
dc.language.iso | en_US | en_US |
dc.subject | latent growth curve models | en_US |
dc.subject | longitudinal analysis | en_US |
dc.subject | data dependency | en_US |
dc.subject | multilevel models | en_US |
dc.subject | Monte Carlo simulation | en_US |
dc.subject | model-based approach | en_US |
dc.subject | design-based approach | en_US |
dc.title | Using Design-Based Latent Growth Curve Modeling With Cluster-Level Predictor to Address Dependency | en_US |
dc.type | Article | en_US |
dc.identifier.doi | 10.1080/00220973.2013.876226 | en_US |
dc.identifier.journal | JOURNAL OF EXPERIMENTAL EDUCATION | en_US |
dc.citation.volume | 82 | en_US |
dc.citation.issue | 4 | en_US |
dc.citation.spage | 431 | en_US |
dc.citation.epage | 454 | en_US |
dc.contributor.department | 教育研究所 | zh_TW |
dc.contributor.department | Institute of Education | en_US |
dc.identifier.wosnumber | WOS:000340364100001 | - |
dc.citation.woscount | 0 | - |
顯示於類別: | 期刊論文 |