Reproducibility package for “Adolescent vocational interest profiles: Higher-order structure and automated assignment for digital career guidance”

This dataset contains the reproducibility materials for the manuscript “Adolescent vocational interest profiles: Higher-order structure and automated assignment for digital career guidance.” It includes analysis scripts, derived outputs, documentation, and supporting materials for Study 1 and Study 2. Study 1 covers latent profile identification and rule-based profile classification. Study 2 covers supervised model comparison, out-of-fold diagnostics, error analysis, ablation analyses, and SHAP-based interpretability analyses. Because the original data were collected from minors under institutional and school data-protection restrictions, the full raw dataset is not publicly available. De-identified reproducibility materials are provided to support transparency and analytical reproducibility.