Related Experiment Video
Updated: Jun 2, 2026

Multimedia Battery for Assessment of Cognitive and Basic Skills in Mathematics (BM-PROMA)
Published on: August 28, 2021
Testing Longitudinal Measurement Invariance of the Dutch PSS-10, MBI-ES, and PANAS in a Bimonthly 6-Month Panel
Justine Van de Velde1,2, Bert Weijters2, Katia Levecque1,2
1ECOOM HR in R&D, Belgium.
Abstract:
Monitoring teacher well-being over time is essential in both research and practice to understand changes, evaluate interventions, and support occupational health. This study examines the longitudinal measurement invariance of the Dutch versions of three commonly used scales related to well-being: the Perceived Stress Scale (PSS-10), the Emotional Exhaustion subscale of the Maslach Burnout Inventory (MBI), and the Positive and Negative Affect Schedule (PANAS). Utilizing three bimonthly waves of data collected from a cohort of elementary school teachers in Flanders (n = 237), we evaluated the scales' configural, metric, scalar, and residual invariance over time. Confirmatory factor analyses indicated that all three scales demonstrate adequate longitudinal measurement invariance, supporting their stability and reliability for repeated measurement. Notably, this is among the first studies to test longitudinal measurement invariance of these widely used scales over a 6-month period in an applied occupational setting. These findings strengthen confidence in their use for monitoring well-being over time.
Related Concept Videos
Longitudinal Research
Longitudinal Studies
Self-Report Tests of Personality
Cross-Sectional Research
One-Way ANOVA: Equal Sample Sizes
Different sample means can result in different values for the variance estimate: variance between samples. This is because the variance between samples is calculated as the product of the sample size and the variance between the...
Reliability and Validity