Matches in SemOpenAlex for { <https://semopenalex.org/work/W4323567360> ?p ?o ?g. }
Showing items 1 to 64 of
64
with 100 items per page.
- W4323567360 abstract "Intensive longitudinal designs are increasingly popular, as are dynamic structural equation models (DSEM) to accommodate unique features of these designs. Many helpful resources on DSEM exist, though they focus on continuous outcomes while categorical outcomes are omitted, briefly mentioned, or considered as a straightforward extension. This viewpoint regarding categorical outcomes is not unwarranted for technical audiences, but there are non-trivial nuances in model building and interpretation with categorical outcomes that are not necessarily straightforward for empirical researchers. Furthermore, categorical outcomes are common given that binary behavioral indicators or Likert responses are frequently solicited as low-burden variables to discourage participant non-response. This tutorial paper is therefore dedicated to providing an accessible treatment of DSEM in Mplus exclusively for categorical outcomes. We cover the general probit model whereby the raw categorical responses are assumed to come from an underlying normal process. We cover probit DSEM and expound why existing treatments have considered categorical outcomes as straightforward extensions of the continuous case. Data from a motivating ecological momentary assessment study with a binary outcome are used to demonstrate an unconditional model, a model with disaggregated covariates, and a model for data with a time trend. We provide annotated Mplus code for these models and discuss interpretation of the results. We then discuss model specification and interpretation in the case of an ordinal outcome and provide an example to highlight differences between ordinal and binary outcomes. We conclude with a discussion of caveats and extensions." @default.
- W4323567360 created "2023-03-09" @default.
- W4323567360 creator A5047134370 @default.
- W4323567360 creator A5051789559 @default.
- W4323567360 creator A5057205670 @default.
- W4323567360 date "2023-03-07" @default.
- W4323567360 modified "2023-10-18" @default.
- W4323567360 title "Dynamic Structural Equation Models with Binary and Ordinal Outcomes in Mplus" @default.
- W4323567360 doi "https://doi.org/10.31234/osf.io/egzb8" @default.
- W4323567360 hasPublicationYear "2023" @default.
- W4323567360 type Work @default.
- W4323567360 citedByCount "0" @default.
- W4323567360 crossrefType "posted-content" @default.
- W4323567360 hasAuthorship W4323567360A5047134370 @default.
- W4323567360 hasAuthorship W4323567360A5051789559 @default.
- W4323567360 hasAuthorship W4323567360A5057205670 @default.
- W4323567360 hasBestOaLocation W43235673601 @default.
- W4323567360 hasConcept C110313322 @default.
- W4323567360 hasConcept C119043178 @default.
- W4323567360 hasConcept C119857082 @default.
- W4323567360 hasConcept C144237770 @default.
- W4323567360 hasConcept C148220186 @default.
- W4323567360 hasConcept C149782125 @default.
- W4323567360 hasConcept C15744967 @default.
- W4323567360 hasConcept C199360897 @default.
- W4323567360 hasConcept C33923547 @default.
- W4323567360 hasConcept C41008148 @default.
- W4323567360 hasConcept C5274069 @default.
- W4323567360 hasConcept C527412718 @default.
- W4323567360 hasConcept C67257552 @default.
- W4323567360 hasConcept C71104824 @default.
- W4323567360 hasConcept C85461838 @default.
- W4323567360 hasConceptScore W4323567360C110313322 @default.
- W4323567360 hasConceptScore W4323567360C119043178 @default.
- W4323567360 hasConceptScore W4323567360C119857082 @default.
- W4323567360 hasConceptScore W4323567360C144237770 @default.
- W4323567360 hasConceptScore W4323567360C148220186 @default.
- W4323567360 hasConceptScore W4323567360C149782125 @default.
- W4323567360 hasConceptScore W4323567360C15744967 @default.
- W4323567360 hasConceptScore W4323567360C199360897 @default.
- W4323567360 hasConceptScore W4323567360C33923547 @default.
- W4323567360 hasConceptScore W4323567360C41008148 @default.
- W4323567360 hasConceptScore W4323567360C5274069 @default.
- W4323567360 hasConceptScore W4323567360C527412718 @default.
- W4323567360 hasConceptScore W4323567360C67257552 @default.
- W4323567360 hasConceptScore W4323567360C71104824 @default.
- W4323567360 hasConceptScore W4323567360C85461838 @default.
- W4323567360 hasLocation W43235673601 @default.
- W4323567360 hasLocation W43235673602 @default.
- W4323567360 hasOpenAccess W4323567360 @default.
- W4323567360 hasPrimaryLocation W43235673601 @default.
- W4323567360 hasRelatedWork W1002454073 @default.
- W4323567360 hasRelatedWork W2014893174 @default.
- W4323567360 hasRelatedWork W2040319522 @default.
- W4323567360 hasRelatedWork W2090495978 @default.
- W4323567360 hasRelatedWork W2135952629 @default.
- W4323567360 hasRelatedWork W2942255716 @default.
- W4323567360 hasRelatedWork W3137090834 @default.
- W4323567360 hasRelatedWork W3164472202 @default.
- W4323567360 hasRelatedWork W4236505594 @default.
- W4323567360 hasRelatedWork W4246828889 @default.
- W4323567360 isParatext "false" @default.
- W4323567360 isRetracted "false" @default.
- W4323567360 workType "article" @default.