Related Experiment Video
Updated: Jul 18, 2026

Applying an eMASS Customization Program as a Research Tool to Evaluate Consumer Benefits
Published on: September 27, 2019
Assessing cross-cultural differences through use of multiple-group invariance analyses
Judith A Stein1, Jerry W Lee, Patricia S Jones
1UCLA Department of Psychology, University of California, Los Angeles, CA 90095-1563, USA. jastein@ucla.edu
This study demonstrates testing measurement invariance for the Sense of Coherence Scale across Chinese, Japanese, and White ethnic groups using structural equation modeling. Findings highlight methods for assessing cross-cultural personality research differences.
Area of Science:
- Psychology
- Cross-cultural research
- Quantitative psychology
Background:
- Structural equation modeling (SEM) is frequently used for measurement invariance testing in cross-cultural personality research.
- The Sense of Coherence Scale (SOCS) is a widely used measure of personality.
Purpose of the Study:
- To demonstrate testing measurement invariance of the Sense of Coherence Scale across three ethnic groups: Chinese, Japanese, and Whites.
- To illustrate methods for assessing group differences in personality constructs using SEM.
- To provide an example of construct validation in cross-cultural research.
Main Methods:
- Structural equation modeling (SEM) was employed to analyze data from Chinese, Japanese, and White participants.
- A series of increasingly restrictive constraints were applied to the measurement models to assess invariance.
- The Sense of Coherence Scale (SOCS) was used as the instrument for personality assessment.
Main Results:
- The study successfully demonstrated a step-by-step process for testing measurement invariance across ethnic groups.
- Differences among the Chinese, Japanese, and White groups were assessed through model comparisons.
- The application of construct validation techniques was illustrated within the cross-cultural context.
Conclusions:
- Testing measurement invariance is crucial for valid cross-cultural personality research.
- SEM provides a robust framework for examining ethnic group differences in psychological measures.
- The methodology presented can be applied to other personality scales and diverse cultural groups.
Related Concept Videos
One-Way ANOVA
Comparing the Survival Analysis of Two or More Groups
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...
Statistical Methods to Analyze Parametric Data: ANOVA
One-way ANOVA is applied when a single independent variable or factor is scrutinized. It compares the...
Two-Way ANOVA
The two-way ANOVA analysis initially begins by stating the null hypothesis that there is an interaction effect between the two factors of a dataset. This effect can be visualized using line segments formed by joining the means for...
One-Way ANOVA: Unequal Sample Sizes
