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Gepubliceerd in: Quality of Life Research 5/2018

05-12-2017 | Review

Scoping review of response shift methods: current reporting practices and recommendations

Auteurs: Tolulope T. Sajobi, Ronak Brahmbatt, Lisa M. Lix, Bruno D. Zumbo, Richard Sawatzky

Gepubliceerd in: Quality of Life Research | Uitgave 5/2018

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Abstract

Background

Response shift (RS) has been defined as a change in the meaning of an individual’s self-evaluation of his/her health status and quality of life. Several statistical model- and design-based methods have been developed to test for RS in longitudinal data. We reviewed the uptake of these methods in patient-reported outcomes (PRO) literature.

Methods

CINHAHL, EMBASE, Medline, ProQuest, PsycINFO, and Web of Science were searched to identify English-language articles about RS published until 2016. Data on year and country of publication, PRO measure adopted, RS detection method, type of RS detected, and testing of underlying model assumptions were extracted from the included articles.

Results

Of the 1032 articles identified, 101 (9.8%) articles were included in the study. While 54.5 of the articles reported on the Then-test, 30.7% of the articles reported on Oort’s or Schmitt’s structural equation modeling (SEM) procedure. Newer RS detection methods, such as relative importance analysis and random forest regression, have been used less frequently. Less than 25% reported on testing the assumptions underlying the adopted RS detection method(s).

Conclusions

Despite rapid methodological advancements in RS research, this review highlights the need for further research about RS detection methods for complex longitudinal data and standardized reporting guidelines.

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Metagegevens
Titel
Scoping review of response shift methods: current reporting practices and recommendations
Auteurs
Tolulope T. Sajobi
Ronak Brahmbatt
Lisa M. Lix
Bruno D. Zumbo
Richard Sawatzky
Publicatiedatum
05-12-2017
Uitgeverij
Springer International Publishing
Gepubliceerd in
Quality of Life Research / Uitgave 5/2018
Print ISSN: 0962-9343
Elektronisch ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-017-1751-x