Using structural equation modeling to detect response shifts and true change in discrete variables: an application to the items of the SF-36

The proposed SEM approach to discrete data enables response shift detection at the item level. This will lead to a better understanding of the response shift phenomena at the item level and therefore enhances interpretation of change in the area of HRQL.