NotesFAQContact Us
Collection
Advanced
Search Tips
Showing all 2 results Save | Export
Detecting Intervention Effects Using a Multilevel Latent Transition Analysis with a Mixture IRT Model
Peer reviewed Peer reviewed
PDF on ERIC Download full text
Direct linkDirect link
Cho, Sun-Joo; Cohen, Allan S.; Bottge, Brian – Grantee Submission, 2013
A multilevel latent transition analysis (LTA) with a mixture IRT measurement model (MixIRTM) is described for investigating the effectiveness of an intervention. The addition of a MixIRTM to the multilevel LTA permits consideration of both potential heterogeneity in students' response to instructional intervention as well as a methodology for…
Descriptors: Intervention, Item Response Theory, Statistical Analysis, Models
Latent Transition Analysis with a Mixture Item Response Theory Measurement Model
Peer reviewed Peer reviewed
Direct linkDirect link
Cho, Sun-Joo; Cohen, Allan S.; Kim, Seock-Ho; Bottge, Brian – Applied Psychological Measurement, 2010
A latent transition analysis (LTA) model was described with a mixture Rasch model (MRM) as the measurement model. Unlike the LTA, which was developed with a latent class measurement model, the LTA-MRM permits within-class variability on the latent variable, making it more useful for measuring treatment effects within latent classes. A simulation…
Descriptors: Item Response Theory, Measurement, Models, Statistical Analysis