Replication materials validate class-stratified effects of workplace AI on financial and psychological well-being.
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." Contents: Online Appendix A: Full variable definitions, descriptive statistics, and bivariate correlations Online Appendix B: Full model regression results (28 variables), nested F-tests, VIF diagnostics, ordered probit robustness checks, and influence diagnostics Online Appendix C: XGBoost model metrics, feature importance plots, and SHAP summary plots for all outcomes Stata Code: Class-stratified OLS regressions, diagnostics, and robustness checks Python Code: XGBoost gradient boosting and SHAP analysis Data: Eurobarometer 101.4 (2024) analysis dataset Note: These materials are provided for peer review and replication purposes. Please contact the corresponding author for any queries.
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Asad Ul Islam Khan (2026) studied this question.
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