<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>2215-910X</journal-id>
<journal-title><![CDATA[Suma de Negocios]]></journal-title>
<abbrev-journal-title><![CDATA[suma neg.]]></abbrev-journal-title>
<issn>2215-910X</issn>
<publisher>
<publisher-name><![CDATA[Fundación Universitaria Konrad Lorenz]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2215-910X2023000200144</article-id>
<article-id pub-id-type="doi">10.14349/sumneg/2023.v14.n31.a6</article-id>
<title-group>
<article-title xml:lang="pt"><![CDATA[Ainda há esperança? Eficiência do gasto com segurança pública no Brasil]]></article-title>
<article-title xml:lang="es"><![CDATA[¿Aún hay esperanza? Eficiencia del gasto en seguridad pública en Brasil]]></article-title>
<article-title xml:lang="en"><![CDATA[Is there still hope? Efficiency of spending on public security in Brazil]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Teixeira Bonifácio da Silva]]></surname>
<given-names><![CDATA[Pablo Eduardo Nikolais]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Scherer]]></surname>
<given-names><![CDATA[Luciano Marcio]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidade Federal do Paraná  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Brazil</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidade Federal do Paraná  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Brazil</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2023</year>
</pub-date>
<volume>14</volume>
<numero>31</numero>
<fpage>144</fpage>
<lpage>153</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S2215-910X2023000200144&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S2215-910X2023000200144&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S2215-910X2023000200144&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="pt"><p><![CDATA[Resumo  Introdução/objetivo: este artigo tem como objetivo identificar, mediante análise envoltória de dados (DEA, sigla em inglês), a eficiência do gasto em segurança pública nos estados brasileiros mais o Distrito Federal, de 2017 a 2020, com relação aos índices de criminalidade.  Metodologia: o artigo é uma pesquisa descritiva e de natureza quantitativa. A técnica da DEA aplicada foi orientada ao modelo BCC (Banker, Charnes &amp; Cooper, 1984 (retorno variável de escala)), com modelo input (orientado aos insumos). A variável de entrada utilizada foi a despesa com segurança pública, enquanto as variáveis de saída foram latrocínios, homicídios dolosos, roubo e furto de veículos, bem como tráfico de entorpecentes. Na sequência, foi executado o método proposto e foram apresentados os resultados encontrados após a análise do modelo.  Resultados: os resultados indicam que, no período analisado, em média, a aplicação dos recursos das unidades federativas (UF) tem apresentado um percentual de 73.33%, mas ainda há muitas UF que apresentam potencial para utilizar de forma mais eficiente, quando os seus recursos são comparados aos demais estados. Ademais, os resultados demonstram que houve apenas três estados com eficiência máxima, em todos os anos, no período analisado.  Conclusões: ainda há necessidade de que políticas públicas voltadas para a questão da segurança sejam refinadas para que as UF possam atingir maior eficiência dos dispêndios nessa área, com vistas a reduzir os índices de criminalidade. Por fim, a identificação detalhada das causas da ineficiência do estado de Roraima, Brasil, que apresenta maior gasto em segurança pública e menor eficiência técnica, pode contribuir para o entendimento de políticas públicas no âmbito da segurança.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen  Introducción/objetivo: este artículo tiene como objetivo identificar, por medio del Análisis Envolvente de Datos (DEA, acrónimo en inglés), la eficiencia del gasto en seguridad pública en los estados brasileños y el distrito federal, de 2017 a 2020, en relación con los índices de criminalidad.  Metodología: este trabajo es un estudio descriptivo y cuantitativo. El DEA aplicado se orientó a BCC (retorno variable a escala) con modelo de entrada (orientado a entradas). La variable de entrada utilizada fue el gasto en seguridad pública, mientras que las variables de salida fueron: homicidios dolosos, robo con homicidio, robos y hurtos de vehículos, así como el narcotráfico. A continuación, se ejecutó el método propuesto y se presentaron los resultados encontrados luego de analizar el modelo.  Resultados: los resultados implican que, en el período analizado, en promedio, la aplicación de los recursos de las Unidades Federativas (UF) ha presentado un porcentaje del 73.33%, pero que aún existen muchas UF que tienen potencial para utilizarlos de manera más eficiente, en comparación con otros estados, sus recursos.  Conclusiones: por lo tanto, se concluye que aún es necesario afinar mejor las políticas públicas orientadas a temas de seguridad, de modo que las UF puedan lograr un mayor grado de eficiencia en el gasto en esta área, con el objetivo de reducir los índices de criminalidad. Finalmente, la identificación detallada de las causas de la ineficiencia en el estado de Roraima, Brasil, que tiene mayor gasto en seguridad pública y menor eficiencia técnica, puede contribuir a la comprensión de las políticas públicas en el campo de la seguridad.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract  Introduction/Objective: This paper aims to identify, through Data Envelopment Analysis (DEA), the efficiency of public spending on security in Brazilian states and the federal district from 2017 to 2020, concerning crime rates.  Methodology: This study is descriptive and quantitative. The applied DEA was oriented towards the BCC model (Banker, Charnes &amp; Cooper, 1984 (variable returns to scale)) with an input model. The input variable used was expenditure on public security, while the output variables were intentional homicides, armed robbery, robbery and vehicle theft, and drug trafficking. The proposed method was then executed, and the results found after analyzing the model were presented.  Results: The findings suggest that, on average, the utilization of resources from the Federative Units (FUs) has reached 73.33% efficiency during the analyzed period. However, numerous FUs still have the potential to employ resources more efficiently compared to other states. Additionally, the results demonstrate that only three states consistently achieved maximum efficiency throughout the analyzed period.  Conclusions: Consequently, there is a continuing need for security-focused public policies to be refined, enabling FUs to achieve greater efficiency in expenditure in this area with the goal of reducing crime rates. Lastly, the detailed identification of the causes of inefficiency in the state of Roraima, Brazil, characterized by higher spending on public security and lower technical efficiency, can contribute to the understanding of public policies in the field of security.]]></p></abstract>
<kwd-group>
<kwd lng="pt"><![CDATA[Análise envoltória de dados]]></kwd>
<kwd lng="pt"><![CDATA[eficiência]]></kwd>
<kwd lng="pt"><![CDATA[gasto em segurança pública]]></kwd>
<kwd lng="pt"><![CDATA[criminalidade]]></kwd>
<kwd lng="pt"><![CDATA[políticas públicas.]]></kwd>
<kwd lng="es"><![CDATA[Análisis envolvente de datos]]></kwd>
<kwd lng="es"><![CDATA[eficiencia]]></kwd>
<kwd lng="es"><![CDATA[gasto en seguridad pública]]></kwd>
<kwd lng="es"><![CDATA[criminalidad]]></kwd>
<kwd lng="es"><![CDATA[políticas públicas.]]></kwd>
<kwd lng="en"><![CDATA[Data Envelopment Analysis]]></kwd>
<kwd lng="en"><![CDATA[Efficiency]]></kwd>
<kwd lng="en"><![CDATA[Spending on Public Security]]></kwd>
<kwd lng="en"><![CDATA[Criminality]]></kwd>
<kwd lng="en"><![CDATA[Public Policy]]></kwd>
</kwd-group>
</article-meta>
</front><back>
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