Longitudinal measurement invariance in urbanization index of Chinese communities across 2000 and 2015: a Bayesian approximate measurement invariance approach

• Published in: BMC public health Vol. 21; no. 1; p. 1653
• Main Authors: Fong, Ted C T, Ho, Rainbow T H
• Format: Journal Article
• Language: English
• Published: England BioMed Central Ltd 10-09-2021; BioMed Central; BMC
• Subjects: Bayes Theorem; Bayesian analysis; Bayesian structural equation modeling; China - epidemiology; China health and nutrition survey; Evaluation; Exact invariance; Factor analysis; Factor Analysis, Statistical; Humans; Invariance; Longitudinal; Multivariate statistical analysis; Nutrition; Nutrition surveys; Psychometrics; Quantitative psychology; Reliability aspects; Reliability engineering; Reproducibility of Results; Sanitation; Structural equation modeling; Structural reliability; Temporal change; Urbanization; Validity; Values; China; Longitudinal; Temporal change; Bayesian structural equation modeling; China health and nutrition survey; Exact invariance; Urbanization; Psychometrics
• ISSN: 1471-2458; 1471-2458
• DOI: 10.1186/s12889-021-11691-y

The Urbanicity Scale was developed based on the China Health and Nutrition Survey (CHNS) to measure the urbanization index of communities according to 12 components. The present study was designed to systematically investigate the factorial validity, reliability, and longitudinal measurement invariance (LMI) of the Urbanicity Scale.
Six waves of CHNS data from 2000 to 2015 were adopted. The factor structure and reliability of the Urbanicity Scale for 301 communities were examined using Bayesian exploratory factor analysis. Metric and scalar LMIs were evaluated using both the conventional exact and a novel approximate LMI approach via Bayesian structural equation modeling across various timeframes.
The findings verified the one-factor structure for the Urbanicity Scale, with adequate reliability. LMI was established for the Urbanicity Scale only over a shorter timeframe from 2006 to 2009 but not over a longer timeframe from 2000 to 2015. Partial LMI was found in the factor loadings and item intercepts for the Urbanicity Scale over the 2004 to 2011 period.
Interpretation of the temporal change in urbanicity was supported only for a shorter (2006 to 2009) but not a longer timeframe (2000 to 2015). Adjustments addressing the partial non-invariance of the measurement parameters are needed for the analysis of temporal changes in urbanicity between 2004 and 2011.