Ítem
Acceso Abierto
What predicts corruption?
| dc.contributor.gruplac | Facultad de Economía | spa |
| dc.creator | Colonnelli, Emanuele | |
| dc.creator | Gallego Durán, Jorge Andrés | |
| dc.creator | Prem, Mounu | |
| dc.creator | Gallego Durán, Jorge Andrés | |
| dc.date.accessioned | 2019-02-08T14:17:49Z | |
| dc.date.available | 2019-02-08T14:17:49Z | |
| dc.date.created | 2019-02-07 | |
| dc.date.issued | 2019 | |
| dc.description.abstract | Using rich micro data from Brazil, we show that multiple popular machine learning models display extremely high levels of performance in predicting municipality-level corruption in public spending. Measures of private sector activity, financial development, and human capital are the strongest predictors of corruption, while public sector and political features play a secondary role. Our findings have implications for the design and cost-effectiveness of various anti-corruption policies. | eng |
| dc.format.extent | 21 | spa |
| dc.format.mimetype | application/pdf | |
| dc.identifier.doi | https://doi.org/10.48713/10336_19026 | |
| dc.identifier.uri | http://repository.urosario.edu.co/handle/10336/19026 | |
| dc.language.iso | eng | spa |
| dc.relation.citationTitle | Serie Documentos de trabajo. Economía | |
| dc.relation.uri | https://ideas.repec.org/p/col/000092/017144.html | |
| dc.rights.accesRights | info:eu-repo/semantics/openAccess | |
| dc.rights.acceso | Abierto (Texto Completo) | spa |
| dc.source.instname | instname:Universidad del Rosario | |
| dc.source.reponame | reponame:Repositorio Institucional EdocUR | |
| dc.subject.ddc | Administración pública | spa |
| dc.subject.jel | H5 | spa |
| dc.subject.keyword | Corruption | eng |
| dc.subject.keyword | Machine learning | eng |
| dc.subject.keyword | Prediction | eng |
| dc.subject.lemb | Corrupción administrativa | spa |
| dc.subject.lemb | Corrupción política | spa |
| dc.subject.lemb | Auditoría administrativa | spa |
| dc.title | What predicts corruption? | spa |
| dc.type | workingPaper | eng |
| dc.type.hasVersion | info:eu-repo/semantics/publishedVersion | |
| dc.type.spa | Documento de trabajo | spa |
