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| Main Author: | |
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| Format: | Recurso digital |
| Language: | English |
| Published: |
Zenodo
2026
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| Online Access: | https://doi.org/10.5281/zenodo.19328243 |
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Table of Contents:
- <p>This repository contains replication materials for the manuscript "Workplace AI as Job Demand: Class-Stratified Effects on Financial and Psychological Well-being with Machine Learning Validation."</p> <p><strong>Contents:</strong></p> <ol> <li><strong>Online Appendix A:</strong> Full variable definitions, descriptive statistics, and bivariate correlations</li> <li><strong>Online Appendix B:</strong> Full model regression results (28 variables), nested F-tests, VIF diagnostics, ordered probit robustness checks, and influence diagnostics</li> <li><strong>Online Appendix C:</strong> XGBoost model metrics, feature importance plots, and SHAP summary plots for all outcomes</li> <li><strong>Stata Code:</strong> Class-stratified OLS regressions, diagnostics, and robustness checks</li> <li><strong>Python Code:</strong> XGBoost gradient boosting and SHAP analysis</li> <li><strong>Data:</strong> Eurobarometer 101.4 (2024) analysis dataset</li> </ol> <p><strong>Note:</strong> These materials are provided for peer review and replication purposes. Please contact the corresponding author for any queries.</p>