Incremental criterion prediction of personality facets over factors: obtaining unbiased estimates and confidence intervals Anglim,J and Grant,SL 2014, Incremental criterion prediction of personality facets over factors: obtaining unbiased estimates and confidence intervals, Journal of research in personality, vol. 53, pp. 148-157, doi: 10.1016/j.jrp.2014.10.005. Attached Files Name Description MIMEType Size Downloads Title Incremental criterion prediction of personality facets over factors: obtaining unbiased estimates and confidence intervals Author(s) Anglim,J orcid.org/0000-0002-1809-9315 Grant,SL Journal name Journal of research in personality Volume number 53 Start page 148 End page 157 Publisher Academic Press Place of publication Maryland Heights, MO Publication date 2014-12 ISSN 0092-6566 Summary  Many researchers have argued that higher order models of personality such as the Five Factor Model are insufficient, and that facet-level analysis is required to better understand criteria such as well-being, job performance, and personality disorders. However, common methods in the extant literature used to estimate the incremental prediction of facets over factors have several shortcomings. This paper delineates these shortcomings by evaluating alternative methods using statistical theory, simulation, and an empirical example. We recommend using differences between Olkin-Pratt adjusted r-squared for factor versus facet regression models to estimate the incremental prediction of facets and present a method for obtaining confidence intervals for such estimates using double adjusted-. r-squared bootstrapping. We also provide an R package that implements the proposed methods. Language eng DOI 10.1016/j.jrp.2014.10.005 Field of Research 170109 Personality, Abilities and Assessment 170110 Psychological Methodology, Design and Analysis Socio Economic Objective 970117 Expanding Knowledge in Psychology and Cognitive Sciences HERDC Research category C1 Refereed article in a scholarly journal ERA Research output type C Journal article Copyright notice ©2014, Elsevier Persistent URL http://hdl.handle.net/10536/DRO/DU:30067729 Document type: Journal Article Collection: School of Psychology Related Links Link Description Connect to published version Go to link with your DU access privileges   Connect to Elements publication management system Go to link with your DU access privileges     Unless expressly stated otherwise, the copyright for items in DRO is owned by the author, with all rights reserved. Versions Version Filter Type Tue, 25 Nov 2014, 11:42:01 EST Tue, 25 Nov 2014, 11:43:48 EST Tue, 25 Nov 2014, 12:17:33 EST Wed, 26 Nov 2014, 16:28:17 EST Tue, 20 Jan 2015, 14:19:57 EST Thu, 29 Jan 2015, 09:38:09 EST Wed, 14 Oct 2015, 13:58:51 EST Filtered Full Citation counts:   Cited 6 times in TR Web of Science Cited 7 times in Scopus Search Google Scholar Access Statistics: 182 Abstract Views, 2 File Downloads  -  Detailed Statistics Created: Wed, 26 Nov 2014, 16:28:17 EST

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