Sampling bias |
Dimensional sampling and measurement |
Minimal and inconsistent phenotyping |
Deep phenotyping and use of standardized measures |
Phenotypic complexity |
Use of homogeneous unidimensional scales, test for multidimensionality and model hierarchical relations between dimensional constructs |
Poor phenotypic resolution |
Increase phenotypic resolution by adding items assessing the adaptive end of the continuum |
Measurement non-invariance |
Test for and accommodate measurement invariance |
The heterogeneity problem |
|
Person-centered heterogeneity |
Mixture modeling |
Variable-centered heterogeneity |
Broadband assessment of psychopathology and hierarchical modeling |
Method bias |
Multi-method assessment |