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| Format: | Recurso digital |
| Language: | English |
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2026
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| Online Access: | https://doi.org/10.5281/zenodo.19328243 |
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| _version_ | 1866901079930699776 |
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| author | Khan, Asad Ul Islam |
| author_facet | Khan, Asad Ul Islam |
| 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> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19328243 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Replication Materials for "Workplace AI as Job Demand: Class-Stratified Effects on Financial and Psychological Well-being with Machine Learning Validation" Khan, Asad Ul Islam <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> |
| title | Replication Materials for "Workplace AI as Job Demand: Class-Stratified Effects on Financial and Psychological Well-being with Machine Learning Validation" |
| url | https://doi.org/10.5281/zenodo.19328243 |