A Cross-Classified CFA-MTMM Model for Structurally Different and Nonindependent Interchangeable Methods

Publikation: Beiträge in ZeitschriftenZeitschriftenaufsätzeForschungbegutachtet

Authors

  • Tobias Koch
  • Martin Schultze
  • Minjeong Jeon
  • Fridtjof W. Nussbeck
  • Anna Katharina Praetorius
  • Michael Eid

Multirater (multimethod, multisource) studies are increasingly applied in psychology. Eid and colleagues (2008) proposed a multilevel confirmatory factor model for multitrait-multimethod (MTMM) data combining structurally different and multiple independent interchangeable methods (raters). In many studies, however, different interchangeable raters (e.g., peers, subordinates) are asked to rate different targets (students, supervisors), leading to violations of the independence assumption and to cross-classified data structures. In the present work, we extend the ML-CFA-MTMM model by Eid and colleagues (2008) to cross-classified multirater designs. The new C4 model (Cross-Classified CTC[M-1] Combination of Methods) accounts for nonindependent interchangeable raters and enables researchers to explicitly model the interaction between targets and raters as a latent variable. Using a real data application, it is shown how credibility intervals of model parameters and different variance components can be obtained using Bayesian estimation techniques.

OriginalspracheEnglisch
ZeitschriftMultivariate Behavioral Research
Jahrgang51
Ausgabenummer1
Seiten (von - bis)67-85
Anzahl der Seiten19
ISSN0027-3171
DOIs
PublikationsstatusErschienen - 02.01.2016

DOI

Zuletzt angesehen

Publikationen

  1. Optimized neural networks for modeling of loudspeaker directivity diagrams
  2. A Voxel-based technique to estimate the volume of trees from terrestrial laser scanner data
  3. Treating dialogue quality evaluation as an anomaly detection problem
  4. Offline question answering over linked data using limited resources
  5. Evaluating structural and compositional canopy characteristics to predict the light-demand signature of the forest understorey in mixed, semi-natural temperate forests
  6. Primary Side Circuit Design of a Multi-coil Inductive System for Powering Wireless Sensors
  7. Support vector machines with example dependent costs
  8. A Playful Approach to Interactive Media in the Foreign Language Classroom
  9. Complex problem solving and intelligence
  10. Metaheuristics approach for solving personalized crew rostering problem in public bus transit
  11. Experiments on the Fehrer-Raab effect and the ‘Weather Station Model’ of visual backward masking
  12. Taking the pulse of Earth's tropical forests using networks of highly distributed plots
  13. Automatic three-dimensional geometry and mesh generation of periodic representative volume elements for matrix-inclusion composites
  14. Introduction: The representative turn in EU studies
  15. GERBIL - General entity annotator benchmarking framework
  16. Rapid grain refinement and compositional homogenization in a cast binary Cu50Ni alloy achieved by friction stir processing
  17. Mathematical relation between extended connectivity and eigenvector coefficients.
  18. Integrating the underlying structure of stochasticity into community ecology
  19. Towards productive functions?
  20. Inside-sediment partitioning of PAH, PCB and organochlorine compounds and inferences on sampling and normalization methods
  21. The Structure of Student Interest in Computers and Information Technology
  22. Monitoring of microbially mediated corrosion and scaling processes using redox potential measurements
  23. Managing complexity in automative production
  24. Scholarly Question Answering Using Large Language Models in the NFDI4DataScience Gateway
  25. A Computational Research System for the History of Science
  26. What Makes for a Good Theory? How to Evaluate a Theory Using the Strength Model of Self-Control as an Example