Response shift in patient-reported outcomes: definition, theory, and a revised model
Antoine Vanier1,2,3, Frans J Oort4, Leah McClimans5
1Inserm - University of Nantes - University of Tours, UMR 1246 Sphere "Methods in Patient-Centered Outcomes and Health Research", Nantes, France. antoine.vanier@univ-nantes.fr.
Response shift, the discrepancy between observed and target changes in measurement, is clarified with a new definition and model. This framework distinguishes measures from constructs, aiding empirical research in patient-reported outcomes.
Area of Science:
- Psychometrics
- Health Outcomes Research
- Measurement Theory
Background:
- Existing definitions and models of response shift present theoretical challenges.
- Clarification is needed to advance empirical investigation in this field.
Purpose of the Study:
- To propose a more specific formal definition of response shift.
- To introduce a revised theoretical model for understanding response shift.
- To address existing predicaments and stimulate empirical research.
Main Methods:
- Critical assessment of existing literature through international collaboration.
- Development of a formal definition distinguishing measures from constructs.
- Construction of a revised theoretical model with delineated paths and assumptions.
Main Results:
- Identified three key predicaments in current response shift literature.
- Defined response shift as observed change not explained by target construct change.
- Proposed a model differentiating measures (e.g., patient-reported outcome measures) from target constructs (e.g., quality of life) at multiple time points.
Conclusions:
- The refined definition and model aim to advance response shift theory.
- The model is designed for empirical examination of its assumptions and relationships.
- Future research should empirically test the proposed model's components.
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