METODOLOGIA QUANTITATIVA EM ADMINISTRAÇÃO

class: center, middle, inverse, title-slide

.title[
# METODOLOGIA QUANTITATIVA EM ADMINISTRAÇÃO
]
.subtitle[
## Atividade 05 - R4DS
]
.author[
### André Resende, Ricardo Sousa e Viviane Silva
]
.institute[
### Mestrado Profissional em Administração - UNIFEI Itajubá
]
.date[
### 20-11-2025
]

---

<div style="text-align: justify">
# **Introdução** 
Esta atividade foi desenvolvida no contexto do Mestrado Profissional em Administração (MPA) - UNIFEI Itajubá, com o objetivo de **analisar percepções sobre a legitimidade do uso da força policial utilizando dados da Pesquisa Pesquisa Social Brasileira (PESB) 2002**.

A partir das variáveis selecionadas, foram produzidas visualizações em R para explorar padrões de opinião e relações com características sociodemográficas.

---
<div style="text-align: justify">
# **Contextualização**
Na última semana, uma megaoperação policial realizada nos complexos da Penha e do Alemão (RJ) resultou na morte de 117 suspeitos e quatro policiais.

A ação, considerada a mais letal já registrada no país, envolveu 2,5 mil agentes e teve como objetivo cumprir mandados de prisão e busca em áreas dominadas pelo crime organizado.

O episódio reacendeu o debate sobre os limites da atuação policial, a legitimidade do uso da força pelo Estado e a percepção social da violência policial — um tema que envolve tanto a segurança pública quanto os direitos humanos.

Para refletir sobre essas questões, **utilizaremos dados da Pesquisa Social Brasileira (PESB 2002)**, que investigou as **opiniões da população sobre o papel da polícia** e a aceitabilidade da violência institucional.

---
<div style="text-align: justify">
#**Descrição da Tarefa**

A partir da planilha disponibilizada, foram gerados dois gráficos principais utilizando o pacote ggplot2, 
além de sete gráficos extras, com base nas variáveis de legitimidade da violência policial e nas variáveis sociodemográficas do conjunto de dados:

- **Gráfico 1:** Proporção entre Opinião sobre execuções extrajudiciais × gênero
-   **Gráfico 1.1:** Execuções extrajudiciais × Gênero (lado a lado)
-   **Gráfico 1.2:** Comparativo entre "bater" e "matar"
-   **Gráfico 1.3:** Distribuição de Idade por Opinião
-   **Gráfico 1.4:** Opinião por Cor/Raça (mapa calor)
-   **Gráfico 1.5:** Mapa de calor Interativo (Urbana x Opinião)
-   **Gráfico 1.6:** Distribuição Geral das Opiniões (Execução de Delinquentes)
-   **Gráfico 1.7:** Opinião por Capital x Interior
- **Gráfico 2:** Proporção entre Opinião sobre execuções extrajudiciais × idade

---
# 1 — Execuções extrajudiciais × Gênero
<img src="data:image/png;base64,#main_v2_files/figure-html/unnamed-chunk-2-1.png" width="90%" style="display: block; margin: auto;" />
---
# 1.1 — Execuções extrajudiciais × Gênero (lado a lado)
<img src="data:image/png;base64,#main_v2_files/figure-html/unnamed-chunk-3-1.png" width="90%" style="display: block; margin: auto;" />
---
# 1.2 — Comparativo entre "bater" e "matar"
<img src="data:image/png;base64,#main_v2_files/figure-html/unnamed-chunk-4-1.png" width="90%" style="display: block; margin: auto;" />
---
# 1.3 — Distribuição de Idade por Opinião
<img src="data:image/png;base64,#main_v2_files/figure-html/unnamed-chunk-5-1.png" width="90%" style="display: block; margin: auto;" />
---
# 1.4 — Opinião por Cor/Raça (mapa calor)
<img src="data:image/png;base64,#main_v2_files/figure-html/unnamed-chunk-6-1.png" width="90%" style="display: block; margin: auto;" />
---
# 1.5 — Mapa de calor Interativo (Urbana x Opinião)
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---
# 1.6 — Distribuição Geral das Opiniões (Execução de Delinquentes)
<img src="data:image/png;base64,#main_v2_files/figure-html/unnamed-chunk-8-1.png" width="90%" style="display: block; margin: auto;" />
---

# 1.7 — Opinião por Capital x Interior
<img src="data:image/png;base64,#main_v2_files/figure-html/unnamed-chunk-9-1.png" width="90%" style="display: block; margin: auto;" />
---
# 2 — Execuções extrajudiciais × Idade
<img src="data:image/png;base64,#main_v2_files/figure-html/unnamed-chunk-10-1.png" width="90%" style="display: block; margin: auto;" />
---
<div style="text-align: justify">
#**Referências**

- Materiais e aulas da disciplina
- https://rpubs.com/jarrais/GET00183_Topico5