An Integrated Approach to Bias in a Longitudinal Survey in the United Kingdom: Assessing Construct, Method, and Item Bias in the General Health Questionnaire (GHQ-12).

Journal: Assessment

Volume: 26

Issue: 7

Year of Publication: 2020

Affiliated Institutions:  Universidad Loyola Andalucía, Seville, Spain. Tilburg University, Tilburg, The Netherlands.

Abstract summary 

Construct, method, and item bias are three levels of measurement bias (i.e., internal bias) essential for valid group comparisons. While many studies often focus on only one level of bias, an integrated perspective on bias is still missing, especially in longitudinal designs. The aim of this study is to address bias in an integrated manner, using four waves of data in the U.K. Longitudinal Household Panel Survey. Responses to the General Health Questionnaire (GHQ-12) from natives and two generations of immigrants were used to analyze the three levels of bias. While the basic structure of the GHQ-12 was stable across groups and time, item and method bias decreased with repeated administrations. Results were confirmed with a sensitivity test. The integrated results allowed for a distinction between temporal sources of bias that became smaller over time and sources affecting valid comparisons persistently. We discuss the implications for mental health assessment.

Authors & Co-authors:  Benítez Isabel I Adams Byron G BG He Jia J

Study Outcome 

Source Link: Visit source

Statistics
Citations : 
Authors :  3
Identifiers
Doi : 10.1177/1073191117739979
SSN : 1552-3489
Study Population
Male,Female
Mesh Terms
Adolescent
Other Terms
General Health Questionnaire;construct equivalence;differential item functioning;longitudinal studies;response styles
Study Design
Longitudinal Study,Cross Sectional Study
Study Approach
Country of Study
Publication Country
United States