Multimethod latent class analysis
Identifieur interne : 000720 ( Main/Exploration ); précédent : 000719; suivant : 000721Multimethod latent class analysis
Auteurs : Fridtjof W. Nussbeck [Allemagne] ; Michael Eid [Allemagne]Source :
- Frontiers in Psychology [ 1664-1078 ] ; 2015.
Abstract
Correct and, hence, valid classifications of individuals are of high importance in the social sciences as these classifications are the basis for diagnoses and/or the assignment to a treatment. The via regia to inspect the validity of psychological ratings is the multitrait-multimethod (MTMM) approach. First, a latent variable model for the analysis of rater agreement (latent rater agreement model) will be presented that allows for the analysis of convergent validity between different measurement approaches (e.g., raters). Models of rater agreement are transferred to the level of latent variables. Second, the latent rater agreement model will be extended to a more informative MTMM latent class model. This model allows for estimating (i) the convergence of ratings, (ii) method biases in terms of differential latent distributions of raters and differential associations of categorizations within raters (specific rater bias), and (iii) the distinguishability of categories indicating if categories are satisfyingly distinct from each other. Finally, an empirical application is presented to exemplify the interpretation of the MTMM latent class model.
Url:
DOI: 10.3389/fpsyg.2015.01332
PubMed: 26441714
PubMed Central: 4584970
Affiliations:
Links toward previous steps (curation, corpus...)
- to stream Pmc, to step Corpus: 000209
- to stream Pmc, to step Curation: 000209
- to stream Pmc, to step Checkpoint: 000446
- to stream Ncbi, to step Merge: 003C75
- to stream Ncbi, to step Curation: 003C75
- to stream Ncbi, to step Checkpoint: 003C75
- to stream Main, to step Merge: 000720
- to stream Main, to step Curation: 000720
Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Multimethod latent class analysis</title>
<author><name sortKey="Nussbeck, Fridtjof W" sort="Nussbeck, Fridtjof W" uniqKey="Nussbeck F" first="Fridtjof W." last="Nussbeck">Fridtjof W. Nussbeck</name>
<affiliation wicri:level="1"><nlm:aff id="aff1"><institution>Department of Psychology, Bielefeld University</institution>
<country>Bielefeld, Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea></wicri:regionArea>
<wicri:regionArea># see nlm:aff region in country</wicri:regionArea>
</affiliation>
</author>
<author><name sortKey="Eid, Michael" sort="Eid, Michael" uniqKey="Eid M" first="Michael" last="Eid">Michael Eid</name>
<affiliation wicri:level="1"><nlm:aff id="aff2"><institution>Department of Education and Psychology, Freie Universitaet Berlin</institution>
<country>Berlin, Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea></wicri:regionArea>
<wicri:regionArea># see nlm:aff region in country</wicri:regionArea>
</affiliation>
</author>
</titleStmt>
<publicationStmt><idno type="wicri:source">PMC</idno>
<idno type="pmid">26441714</idno>
<idno type="pmc">4584970</idno>
<idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4584970</idno>
<idno type="RBID">PMC:4584970</idno>
<idno type="doi">10.3389/fpsyg.2015.01332</idno>
<date when="2015">2015</date>
<idno type="wicri:Area/Pmc/Corpus">000209</idno>
<idno type="wicri:Area/Pmc/Curation">000209</idno>
<idno type="wicri:Area/Pmc/Checkpoint">000446</idno>
<idno type="wicri:Area/Ncbi/Merge">003C75</idno>
<idno type="wicri:Area/Ncbi/Curation">003C75</idno>
<idno type="wicri:Area/Ncbi/Checkpoint">003C75</idno>
<idno type="wicri:Area/Main/Merge">000720</idno>
<idno type="wicri:Area/Main/Curation">000720</idno>
<idno type="wicri:Area/Main/Exploration">000720</idno>
</publicationStmt>
<sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">Multimethod latent class analysis</title>
<author><name sortKey="Nussbeck, Fridtjof W" sort="Nussbeck, Fridtjof W" uniqKey="Nussbeck F" first="Fridtjof W." last="Nussbeck">Fridtjof W. Nussbeck</name>
<affiliation wicri:level="1"><nlm:aff id="aff1"><institution>Department of Psychology, Bielefeld University</institution>
<country>Bielefeld, Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea></wicri:regionArea>
<wicri:regionArea># see nlm:aff region in country</wicri:regionArea>
</affiliation>
</author>
<author><name sortKey="Eid, Michael" sort="Eid, Michael" uniqKey="Eid M" first="Michael" last="Eid">Michael Eid</name>
<affiliation wicri:level="1"><nlm:aff id="aff2"><institution>Department of Education and Psychology, Freie Universitaet Berlin</institution>
<country>Berlin, Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea></wicri:regionArea>
<wicri:regionArea># see nlm:aff region in country</wicri:regionArea>
</affiliation>
</author>
</analytic>
<series><title level="j">Frontiers in Psychology</title>
<idno type="eISSN">1664-1078</idno>
<imprint><date when="2015">2015</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc><textClass></textClass>
</profileDesc>
</teiHeader>
<front><div type="abstract" xml:lang="en"><p>Correct and, hence, valid classifications of individuals are of high importance in the social sciences as these classifications are the basis for diagnoses and/or the assignment to a treatment. The via regia to inspect the validity of psychological ratings is the multitrait-multimethod (MTMM) approach. First, a latent variable model for the analysis of rater agreement (latent rater agreement model) will be presented that allows for the analysis of convergent validity between different measurement approaches (e.g., raters). Models of rater agreement are transferred to the level of latent variables. Second, the latent rater agreement model will be extended to a more informative MTMM latent class model. This model allows for estimating (i) the convergence of ratings, (ii) method biases in terms of differential latent distributions of raters and differential associations of categorizations within raters (specific rater bias), and (iii) the distinguishability of categories indicating if categories are satisfyingly distinct from each other. Finally, an empirical application is presented to exemplify the interpretation of the MTMM latent class model.</p>
</div>
</front>
<back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Agresti, A" uniqKey="Agresti A">A. Agresti</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Agresti, A" uniqKey="Agresti A">A. Agresti</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Burns, G L" uniqKey="Burns G">G. L. Burns</name>
</author>
<author><name sortKey="Haynes, S N" uniqKey="Haynes S">S. N. Haynes</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Campbell, D T" uniqKey="Campbell D">D. T. Campbell</name>
</author>
<author><name sortKey="Fiske, D W" uniqKey="Fiske D">D. W. Fiske</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Eid, M" uniqKey="Eid M">M. Eid</name>
</author>
<author><name sortKey="Lischetzke, T" uniqKey="Lischetzke T">T. Lischetzke</name>
</author>
<author><name sortKey="Nussbeck, F W" uniqKey="Nussbeck F">F. W. Nussbeck</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Ferguson, T S" uniqKey="Ferguson T">T. S. Ferguson</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Formann, A K" uniqKey="Formann A">A. K. Formann</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Funder, D C" uniqKey="Funder D">D. C. Funder</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Galindo Garre, F J K" uniqKey="Galindo Garre F">F. J. K. Galindo-Garre</name>
</author>
<author><name sortKey="Vermunt, J K" uniqKey="Vermunt J">J. K. Vermunt</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Galindo Garre, F J K" uniqKey="Galindo Garre F">F. J. K. Galindo-Garre</name>
</author>
<author><name sortKey="Vermunt, J K" uniqKey="Vermunt J">J. K. Vermunt</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Goodman, L A" uniqKey="Goodman L">L. A. Goodman</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Goodman, L A" uniqKey="Goodman L">L. A. Goodman</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Habermann, S J" uniqKey="Habermann S">S. J. Habermann</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Hagenaars, J A" uniqKey="Hagenaars J">J. A. Hagenaars</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Hagenaars, J A" uniqKey="Hagenaars J">J. A. Hagenaars</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Heinen, A G" uniqKey="Heinen A">A. G. Heinen</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Lunn, D J" uniqKey="Lunn D">D. J. Lunn</name>
</author>
<author><name sortKey="Thomas, A" uniqKey="Thomas A">A. Thomas</name>
</author>
<author><name sortKey="Best, N" uniqKey="Best N">N. Best</name>
</author>
<author><name sortKey="Spiegelhalter, D" uniqKey="Spiegelhalter D">D. Spiegelhalter</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Maris, E" uniqKey="Maris E">E. Maris</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Nussbeck, F W" uniqKey="Nussbeck F">F. W. Nussbeck</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Nussbeck, F W" uniqKey="Nussbeck F">F. W. Nussbeck</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Schuster, C" uniqKey="Schuster C">C. Schuster</name>
</author>
<author><name sortKey="Smith, D A" uniqKey="Smith D">D. A. Smith</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Van De Pol, F" uniqKey="Van De Pol F">F. van de Pol</name>
</author>
<author><name sortKey="Langeheine, R" uniqKey="Langeheine R">R. Langeheine</name>
</author>
<author><name sortKey="De Jong, W" uniqKey="De Jong W">W. de Jong</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Vermunt, J K" uniqKey="Vermunt J">J. K. Vermunt</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Vermunt, J K" uniqKey="Vermunt J">J. K. Vermunt</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Vermunt, J K" uniqKey="Vermunt J">J. K. Vermunt</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Vermunt, J K" uniqKey="Vermunt J">J. K. Vermunt</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Vermunt, J K" uniqKey="Vermunt J">J. K. Vermunt</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Vermunt, J K" uniqKey="Vermunt J">J. K. Vermunt</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Vermunt, J K" uniqKey="Vermunt J">J. K. Vermunt</name>
</author>
<author><name sortKey="Magidson, J" uniqKey="Magidson J">J. Magidson</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Wickens, T D" uniqKey="Wickens T">T. D. Wickens</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Zwick, R" uniqKey="Zwick R">R. Zwick</name>
</author>
</analytic>
</biblStruct>
</listBibl>
</div1>
</back>
</TEI>
<affiliations><list><country><li>Allemagne</li>
</country>
</list>
<tree><country name="Allemagne"><noRegion><name sortKey="Nussbeck, Fridtjof W" sort="Nussbeck, Fridtjof W" uniqKey="Nussbeck F" first="Fridtjof W." last="Nussbeck">Fridtjof W. Nussbeck</name>
</noRegion>
<name sortKey="Eid, Michael" sort="Eid, Michael" uniqKey="Eid M" first="Michael" last="Eid">Michael Eid</name>
</country>
</tree>
</affiliations>
</record>
Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Ticri/CIDE/explor/HapticV1/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000720 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 000720 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien |wiki= Ticri/CIDE |area= HapticV1 |flux= Main |étape= Exploration |type= RBID |clé= PMC:4584970 |texte= Multimethod latent class analysis }}
Pour générer des pages wiki
HfdIndexSelect -h $EXPLOR_AREA/Data/Main/Exploration/RBID.i -Sk "pubmed:26441714" \ | HfdSelect -Kh $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd \ | NlmPubMed2Wicri -a HapticV1
![]() | This area was generated with Dilib version V0.6.23. | ![]() |