Segurança pública e economia do crime: três ensaios sobre reincidência prisional e criminologia do lugar

Detalhes bibliográficos
Ano de defesa: 2021
Autor(a) principal: Rafael Galvão de Souza
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Minas Gerais
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: https://hdl.handle.net/1843/35750
Resumo: This thesis consists of three essays which tackle two different dimensions of public security studied in the context of the Economics of Crime: recidivism and the criminology of place. The first essay investigates the profile of the inmates who return to prison and the main determinants of prison recidivism in Santa Catarina state. The dataset consists of 22.723 inmates released in 2013-2014 from 47 institutions, with a follow-up period until November 2018. Survival/Duration analysis methods were used to estimate a non-parametric statistical model which accounts for data right censoring. The recidivism rate observed for Santa Catarina, during the follow-up period, reached 31,7%, lower than the most common national figure of 70%. Model results confirmed the significance on recidivism for gender, religion, race, civil status, education, type of offence, length of detention, number of criminal condemnations, previous escape or evasion and prison conditions. The second essay investigates the impact of inmate’s labor and education programs on recidivism over a period of nearly five years for 21.274 prisoners released from Santa Catarina prisons in 2013 and 2014. Two methods were used to control for selection bias: first, the propensity score matching (PSM) was used to find an adequate comparison group and, second, it was allowed for unobserved heterogeneity with a frailty term. Both were later introduced in separated hazard models through a Cox regression to assess the effect of prison-based education and labor programs. When restricting the participation criterium in the programs to 90-day or more, the frailty model showed a hazard ratio of 0,68 for prison study programs, and 0,86 for prison job programs, thus, indicating that program participation reduced the odds of recidivism in 32% and 14%, respectively. Therefore, this study confirmed that there are programs being executed in Santa Catarina that are effectively working for prisoner rehabilitation. Finally, the third essay assesses space variations of homicides occurrences in Belo Horizonte/MG during the period 2014-2018. Georeferenced crime data for murder and attempted murder were counted together for each census block representing interpersonal violence with fatal and non-fatal victims. Negative binomial regression models are employed to account for data overdispersion and to accommodate excessive zero counts. Negative relationships are found for income concentration index, population density and banks/betting houses per area, while positive relationships are found for the percentage of young population, percentage of illiterate population ages 18 and above, proportion of rented households, infrastructure index, downtown neighborhood, bars/restaurants per area and transport nodes per area. In general, it was found that a great majority of the crimes were concentrated at a small number of blocks. It is suggested that factors based on the theories of social disorganization, routines activity, situational prevention and crime pattern can work together in planning local strategies against crime and designing multidimensional public security policies.
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spelling Segurança pública e economia do crime: três ensaios sobre reincidência prisional e criminologia do lugarPublic security and economics of crime: three essays on prison recidivism and criminology of placeEconomiaCrime e criminososReincidenciaEconomia do CrimeReincidênciaReabilitaçãoCriminologia do LugarThis thesis consists of three essays which tackle two different dimensions of public security studied in the context of the Economics of Crime: recidivism and the criminology of place. The first essay investigates the profile of the inmates who return to prison and the main determinants of prison recidivism in Santa Catarina state. The dataset consists of 22.723 inmates released in 2013-2014 from 47 institutions, with a follow-up period until November 2018. Survival/Duration analysis methods were used to estimate a non-parametric statistical model which accounts for data right censoring. The recidivism rate observed for Santa Catarina, during the follow-up period, reached 31,7%, lower than the most common national figure of 70%. Model results confirmed the significance on recidivism for gender, religion, race, civil status, education, type of offence, length of detention, number of criminal condemnations, previous escape or evasion and prison conditions. The second essay investigates the impact of inmate’s labor and education programs on recidivism over a period of nearly five years for 21.274 prisoners released from Santa Catarina prisons in 2013 and 2014. Two methods were used to control for selection bias: first, the propensity score matching (PSM) was used to find an adequate comparison group and, second, it was allowed for unobserved heterogeneity with a frailty term. Both were later introduced in separated hazard models through a Cox regression to assess the effect of prison-based education and labor programs. When restricting the participation criterium in the programs to 90-day or more, the frailty model showed a hazard ratio of 0,68 for prison study programs, and 0,86 for prison job programs, thus, indicating that program participation reduced the odds of recidivism in 32% and 14%, respectively. Therefore, this study confirmed that there are programs being executed in Santa Catarina that are effectively working for prisoner rehabilitation. Finally, the third essay assesses space variations of homicides occurrences in Belo Horizonte/MG during the period 2014-2018. Georeferenced crime data for murder and attempted murder were counted together for each census block representing interpersonal violence with fatal and non-fatal victims. Negative binomial regression models are employed to account for data overdispersion and to accommodate excessive zero counts. Negative relationships are found for income concentration index, population density and banks/betting houses per area, while positive relationships are found for the percentage of young population, percentage of illiterate population ages 18 and above, proportion of rented households, infrastructure index, downtown neighborhood, bars/restaurants per area and transport nodes per area. In general, it was found that a great majority of the crimes were concentrated at a small number of blocks. It is suggested that factors based on the theories of social disorganization, routines activity, situational prevention and crime pattern can work together in planning local strategies against crime and designing multidimensional public security policies.CAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível SuperiorUniversidade Federal de Minas Gerais2021-04-16T18:58:33Z2025-09-08T23:26:35Z2021-04-16T18:58:33Z2021-01-27info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfhttps://hdl.handle.net/1843/35750porRafael Galvão de Souzainfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFMGinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMG2025-09-09T18:13:00Zoai:repositorio.ufmg.br:1843/35750Repositório InstitucionalPUBhttps://repositorio.ufmg.br/oairepositorio@ufmg.bropendoar:2025-09-09T18:13Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)false
dc.title.none.fl_str_mv Segurança pública e economia do crime: três ensaios sobre reincidência prisional e criminologia do lugar
Public security and economics of crime: three essays on prison recidivism and criminology of place
title Segurança pública e economia do crime: três ensaios sobre reincidência prisional e criminologia do lugar
spellingShingle Segurança pública e economia do crime: três ensaios sobre reincidência prisional e criminologia do lugar
Rafael Galvão de Souza
Economia
Crime e criminosos
Reincidencia
Economia do Crime
Reincidência
Reabilitação
Criminologia do Lugar
title_short Segurança pública e economia do crime: três ensaios sobre reincidência prisional e criminologia do lugar
title_full Segurança pública e economia do crime: três ensaios sobre reincidência prisional e criminologia do lugar
title_fullStr Segurança pública e economia do crime: três ensaios sobre reincidência prisional e criminologia do lugar
title_full_unstemmed Segurança pública e economia do crime: três ensaios sobre reincidência prisional e criminologia do lugar
title_sort Segurança pública e economia do crime: três ensaios sobre reincidência prisional e criminologia do lugar
author Rafael Galvão de Souza
author_facet Rafael Galvão de Souza
author_role author
dc.contributor.author.fl_str_mv Rafael Galvão de Souza
dc.subject.por.fl_str_mv Economia
Crime e criminosos
Reincidencia
Economia do Crime
Reincidência
Reabilitação
Criminologia do Lugar
topic Economia
Crime e criminosos
Reincidencia
Economia do Crime
Reincidência
Reabilitação
Criminologia do Lugar
description This thesis consists of three essays which tackle two different dimensions of public security studied in the context of the Economics of Crime: recidivism and the criminology of place. The first essay investigates the profile of the inmates who return to prison and the main determinants of prison recidivism in Santa Catarina state. The dataset consists of 22.723 inmates released in 2013-2014 from 47 institutions, with a follow-up period until November 2018. Survival/Duration analysis methods were used to estimate a non-parametric statistical model which accounts for data right censoring. The recidivism rate observed for Santa Catarina, during the follow-up period, reached 31,7%, lower than the most common national figure of 70%. Model results confirmed the significance on recidivism for gender, religion, race, civil status, education, type of offence, length of detention, number of criminal condemnations, previous escape or evasion and prison conditions. The second essay investigates the impact of inmate’s labor and education programs on recidivism over a period of nearly five years for 21.274 prisoners released from Santa Catarina prisons in 2013 and 2014. Two methods were used to control for selection bias: first, the propensity score matching (PSM) was used to find an adequate comparison group and, second, it was allowed for unobserved heterogeneity with a frailty term. Both were later introduced in separated hazard models through a Cox regression to assess the effect of prison-based education and labor programs. When restricting the participation criterium in the programs to 90-day or more, the frailty model showed a hazard ratio of 0,68 for prison study programs, and 0,86 for prison job programs, thus, indicating that program participation reduced the odds of recidivism in 32% and 14%, respectively. Therefore, this study confirmed that there are programs being executed in Santa Catarina that are effectively working for prisoner rehabilitation. Finally, the third essay assesses space variations of homicides occurrences in Belo Horizonte/MG during the period 2014-2018. Georeferenced crime data for murder and attempted murder were counted together for each census block representing interpersonal violence with fatal and non-fatal victims. Negative binomial regression models are employed to account for data overdispersion and to accommodate excessive zero counts. Negative relationships are found for income concentration index, population density and banks/betting houses per area, while positive relationships are found for the percentage of young population, percentage of illiterate population ages 18 and above, proportion of rented households, infrastructure index, downtown neighborhood, bars/restaurants per area and transport nodes per area. In general, it was found that a great majority of the crimes were concentrated at a small number of blocks. It is suggested that factors based on the theories of social disorganization, routines activity, situational prevention and crime pattern can work together in planning local strategies against crime and designing multidimensional public security policies.
publishDate 2021
dc.date.none.fl_str_mv 2021-04-16T18:58:33Z
2021-04-16T18:58:33Z
2021-01-27
2025-09-08T23:26:35Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1843/35750
url https://hdl.handle.net/1843/35750
dc.language.iso.fl_str_mv por
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dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Minas Gerais
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFMG
instname:Universidade Federal de Minas Gerais (UFMG)
instacron:UFMG
instname_str Universidade Federal de Minas Gerais (UFMG)
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institution UFMG
reponame_str Repositório Institucional da UFMG
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