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Replication Materials: "The Future of Worker Well-being in the AI Era: A Class-Stratified Regression Analysis with Machine Learning Validation Using the Job Demands-Resources Framework"

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Zenodo2025-12-20 更新2026-05-26 收录
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This repository contains replication materials for the paper "The Future of Work in the AI Era: Job Demands, Resources, and Class-Stratified Wellbeing Across 27 European Countries." DATA- Analytic sample derived from Eurobarometer 101.4 (April-May 2024)- N = 9,562 employed respondents aged 18-65 across 28 European countries- Variables include AI exposure, digital skills, employer support, financial capability, life satisfaction, and daily life satisfaction CODE- Stata do-files for data preparation and OLS regressions- Python scripts for XGBoost validation and SHAP analysis ONLINE APPENDICES- Appendix A: Descriptive statistics and correlation matrices- Appendix B: Full 28-variable regression models and diagnostics- Appendix C: XGBoost feature importance and SHAP plots CONTACT Assistant Professor, PhDDr. Asad ul Islam KHANDepartment of Economics,School of Business,YBF 1.42, Ibn Haldun University, Başak Mah. Ordu Cad. F-05 Blok No:3 PK 34480 Başakşehir, Istanbul, Türkiye.asad.khan@ihu.edu.tr, asadkhan1983@gmail.comOffice#: +90 212 692 0212 Ext.# 2208

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2025-11-28
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