Please use this identifier to cite or link to this item:
https://doi.org/10.1007/s10459-007-9078-y
DC Field | Value | |
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dc.title | Conducting multilevel analyses in medical education | |
dc.contributor.author | Zyphur, M.J. | |
dc.contributor.author | Kaplan, S.A. | |
dc.contributor.author | Islam, G. | |
dc.contributor.author | Barsky, A.P. | |
dc.contributor.author | Franklin, M.S. | |
dc.date.accessioned | 2013-10-09T09:15:58Z | |
dc.date.available | 2013-10-09T09:15:58Z | |
dc.date.issued | 2008 | |
dc.identifier.citation | Zyphur, M.J., Kaplan, S.A., Islam, G., Barsky, A.P., Franklin, M.S. (2008). Conducting multilevel analyses in medical education. Advances in Health Sciences Education 13 (5) : 571-582. ScholarBank@NUS Repository. https://doi.org/10.1007/s10459-007-9078-y | |
dc.identifier.issn | 13824996 | |
dc.identifier.uri | http://scholarbank.nus.edu.sg/handle/10635/44623 | |
dc.description.abstract | A significant body of education literature has begun using multilevel statistical models to examine data that reside at multiple levels of analysis. In order to provide a primer for medical education researchers, the current work gives a brief overview of some issues associated with multilevel statistical modeling. To provide an example of this technique, we then present a multilevel analysis examining the relationship between two individual-level variables and the "cross-level" interaction between this relationship and a school-level variable. In offering this discussion and example of multilevel modeling, we hope to provide medical educators with a basic introduction to multilevel statistics, including the advantages of utilizing these techniques. © 2007 Springer Science+Business Media B.V. | |
dc.description.uri | http://libproxy1.nus.edu.sg/login?url=http://dx.doi.org/10.1007/s10459-007-9078-y | |
dc.source | Scopus | |
dc.subject | Hierarchical linear modeling | |
dc.subject | Multilevel random coefficient modeling | |
dc.subject | Ordinary least squares | |
dc.subject | Regression | |
dc.subject | Statistics | |
dc.type | Article | |
dc.contributor.department | MANAGEMENT AND ORGANISATION | |
dc.description.doi | 10.1007/s10459-007-9078-y | |
dc.description.sourcetitle | Advances in Health Sciences Education | |
dc.description.volume | 13 | |
dc.description.issue | 5 | |
dc.description.page | 571-582 | |
dc.identifier.isiut | 000261749500003 | |
Appears in Collections: | Staff Publications |
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