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. 2026 May 13;17:1846810. doi: 10.3389/fpsyg.2026.1846810

Table 5.

Split-sample strategy for measurement validation.

Sample n Purpose Analysis
Subsample 1 319 Factor structure exploration and item purification EFA
Subsample 2 290 Independent validation of the measurement model CFA
Total sample 609 Main-study sample Split-sample cross-validation

The main-study sample was randomly divided into two independent subsamples. EFA was conducted in Subsample 1, and CFA was conducted in Subsample 2 to provide cross-validation of the measurement model.