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ERIC ED608819: A Multilevel Longitudinal Nested Logit Model for Mea... |
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by ERIC |
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This article presents a multilevel longitudinal nested |
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logit model for analyzing correct response and error |
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types in multilevel longitudinal intervention data |
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collected under a pretest-posttest, cluster randomized |
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trial design. The use of the model is illustrated with a |
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real data analysis, including a model comparison study |
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regarding model complexity and cluster bias. Two |
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substantive research questions regarding the intervention |
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effect on correct response probability and error patterns |
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are investigated using the proposed model. The recovery |
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of item parameters for the proposed model using two |
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sample size conditions is examined via a simulation |
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study. The accuracy of the parameter estimates is |
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comparable with those found in previous studies for the |
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same family of models, except for the intercept |
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parameters of correct responses. Finally, the impact of |
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ignoring cluster membership in the model on the parameter |
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estimation is also studied by fitting a single-level |
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model to multilevel data. Ignoring cluster membership in |
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the model adversely affects the estimation of intercept |
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parameters in correct and error responses. |
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Date Published: 2022-07-15 09:16:52 |
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Identifier: ERIC_ED608819 |
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Item Size: 11785976 |
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Language: english |
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Media Type: texts |
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# Topics |
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ERIC Archive; ERIC; Suh, Youngsuk\nCh... |
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# Collections |
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ericarchive |
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# Uploaded by |
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@chris85 |
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