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A distribuição espacial do seguro rural no Brasil

Detalhes bibliográficos
Ano de defesa: 2022
Autor(a) principal: Mendonça, Walef Machado De lattes
Orientador(a): Ramos, Patrícia De Siqueira lattes
Banca de defesa: Ferreira, Leandro, Nogueira, Denismar Alves
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Alfenas
Programa de Pós-Graduação: Programa de Pós-Graduação em Estatística Aplicada e Biometria
Departamento: Instituto de Ciências Exatas
País: Brasil
Palavras-chave em Português:
Área do conhecimento CNPq:
Link de acesso: https://repositorio.unifal-mg.edu.br/handle/123456789/1989
Resumo: Agricultural activities are part of a context of adversities that place them in a different situa- tion in relation to the risks faced by the producers. Such activities require large investments, which makes their attractiveness related to existing forms of risk management. One of the usual forms of risk management in this sector is the contracting of rural insurance, since this type of insurance makes it possible to recover the financial capacity of the producer in the event of accidents. In this way, the objective of this research is to analyze the distribution and spatial dynamics of variables related to rural insurance policies contracted in Brazilian municipalities from 2006 to 2019. To this end, the dissertation was divided into two articles. In the first, the objective is to evaluate the evolution of variables related to rural insurance individually. To this end, a descriptive analysis of the evolution of rural insurance policy variables was carried out. The results indicate that the highest concentrations of rural insurance policies are located in the South, Southeast and Midwest regions. In the second article, the objective is to inves- tigate the spatial distribution of rural insurance in Brazilian municipalities in the period from 2006 to 2019. To achieve this objective, Principal Component Analysis was used, in order to reduce the dimensionality of the data. The scores of the first principal component were used in Exploratory Spatial Data Analysis to investigate the presence of spatial distribution patterns in multivariate rural insurance data. The results indicate that the highest concentration of rural insurance policies are located in the South, Southeast and Midwest regions. In addition, despite an increase in rural insurance contracts, there is also a trend of greater spatial concentration of policies over the period. In both articles data from the Rural Insurance Census were used, com- piled by the Ministry of Agriculture, Livestock and Supply, and data with geographic attributes of the territory available at the website of the Brazilian Institute of Geography and Statistics.
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spelling Mendonça, Walef Machado Dehttp://lattes.cnpq.br/7184150832649950Ferreira, LeandroNogueira, Denismar AlvesRamos, Patrícia De Siqueirahttp://lattes.cnpq.br/51603628383699612022-05-11T17:10:45Z2022-03-17MENDONÇA, Walef Machado de. A distribuição espacial do seguro rural no Brasil. 2022. 81 f. Dissertação (Mestrado em Estatística Aplicada e Biometria) - Universidade Federal de Alfenas, Alfenas, MG, 2022.https://repositorio.unifal-mg.edu.br/handle/123456789/1989Agricultural activities are part of a context of adversities that place them in a different situa- tion in relation to the risks faced by the producers. Such activities require large investments, which makes their attractiveness related to existing forms of risk management. One of the usual forms of risk management in this sector is the contracting of rural insurance, since this type of insurance makes it possible to recover the financial capacity of the producer in the event of accidents. In this way, the objective of this research is to analyze the distribution and spatial dynamics of variables related to rural insurance policies contracted in Brazilian municipalities from 2006 to 2019. To this end, the dissertation was divided into two articles. In the first, the objective is to evaluate the evolution of variables related to rural insurance individually. To this end, a descriptive analysis of the evolution of rural insurance policy variables was carried out. The results indicate that the highest concentrations of rural insurance policies are located in the South, Southeast and Midwest regions. In the second article, the objective is to inves- tigate the spatial distribution of rural insurance in Brazilian municipalities in the period from 2006 to 2019. To achieve this objective, Principal Component Analysis was used, in order to reduce the dimensionality of the data. The scores of the first principal component were used in Exploratory Spatial Data Analysis to investigate the presence of spatial distribution patterns in multivariate rural insurance data. The results indicate that the highest concentration of rural insurance policies are located in the South, Southeast and Midwest regions. In addition, despite an increase in rural insurance contracts, there is also a trend of greater spatial concentration of policies over the period. In both articles data from the Rural Insurance Census were used, com- piled by the Ministry of Agriculture, Livestock and Supply, and data with geographic attributes of the territory available at the website of the Brazilian Institute of Geography and Statistics.As atividades agropecuárias se inserem em um contexto de adversidades que as colocam em situação diferenciada em relação aos riscos enfrentados pelos produtores. Tais atividades de- mandam grandes investimentos, o que faz com que sua atratividade esteja relacionada às formas existentes de gerenciamento de riscos. Uma das formas usuais de gerenciamento de risco neste setor é a contratação de seguro rural, uma vez que esta modalidade de seguro possibilita a re- cuperação da capacidade financeira do produtor na ocorrência de sinistros. Dessa forma, o objetivo da presente pesquisa é analisar a distribuição e a dinâmica espacial de variáveis rela- cionadas às apólices de seguro rural contratadas nos municípios brasileiros no período de 2006 a 2019. Para tanto, a dissertação foi dividida em dois artigos. No primeiro, o objetivo é ava- liar a evolução das variáveis relacionadas ao seguro rural de forma individual. Para esse fim, foi realizada uma análise descritiva da evolução das variáveis de apólices de seguro rural. Os resultados indicam que as maiores concentrações de apólices de seguro rural estão situadas nas regiões Sul, Sudeste e Centro-Oeste. No segundo artigo, o objetivo é investigar a distribuição espacial do seguro rural nos municípios brasileiros no período de 2006 a 2019. Para alcançar tal objetivo, foi utilizada a Análise de Componentes Principais, com objetivo de reduzir a dimensi- onalidade dos dados. Os escores do primeiro componente principal foram utilizados na Análise Exploratória de dados Espaciais para investigar a presença de padrões de distribuição espacial de dados multivariados de seguro rural. Os resultados apontam que as maiores concentrações de apólices de seguro rural estão situadas nas regiões Sul, Sudeste e Centro-Oeste. Além disso, apesar de haver um aumento nas contratações de seguro rural, há também uma tendência de maior concentração espacial das apólices ao longo do período analisado. Em ambos os artigos foram utilizados dados dos Censos do seguro rural, compilados pelo Ministério da Agricultura, Pecuária e Abastecimento e dados com atributos geográficos do território disponíveis no ende- reço eletrônico do Instituto Brasileiro de Geografia e Estatística.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfporUniversidade Federal de AlfenasPrograma de Pós-Graduação em Estatística Aplicada e BiometriaUNIFAL-MGBrasilInstituto de Ciências Exatasinfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/Seguro ruralPolítica agrícolaEstatística espacialAutocorrelação espacialI de Moran.CIENCIAS AGRARIASA distribuição espacial do seguro rural no Brasilinfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/publishedVersion-815631167836314359960060060078284247269066639192075167498588264571reponame:Repositório Institucional da Universidade Federal de Alfenas - RiUnifalinstname:Universidade Federal de Alfenas (UNIFAL)instacron:UNIFALMendonça, Walef Machado DeLICENSElicense.txtlicense.txttext/plain; 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dc.title.pt-BR.fl_str_mv A distribuição espacial do seguro rural no Brasil
title A distribuição espacial do seguro rural no Brasil
spellingShingle A distribuição espacial do seguro rural no Brasil
Mendonça, Walef Machado De
Seguro rural
Política agrícola
Estatística espacial
Autocorrelação espacial
I de Moran.
CIENCIAS AGRARIAS
title_short A distribuição espacial do seguro rural no Brasil
title_full A distribuição espacial do seguro rural no Brasil
title_fullStr A distribuição espacial do seguro rural no Brasil
title_full_unstemmed A distribuição espacial do seguro rural no Brasil
title_sort A distribuição espacial do seguro rural no Brasil
author Mendonça, Walef Machado De
author_facet Mendonça, Walef Machado De
author_role author
dc.contributor.author.fl_str_mv Mendonça, Walef Machado De
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/7184150832649950
dc.contributor.referee1.fl_str_mv Ferreira, Leandro
dc.contributor.referee2.fl_str_mv Nogueira, Denismar Alves
dc.contributor.advisor1.fl_str_mv Ramos, Patrícia De Siqueira
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/5160362838369961
contributor_str_mv Ferreira, Leandro
Nogueira, Denismar Alves
Ramos, Patrícia De Siqueira
dc.subject.por.fl_str_mv Seguro rural
Política agrícola
Estatística espacial
Autocorrelação espacial
I de Moran.
topic Seguro rural
Política agrícola
Estatística espacial
Autocorrelação espacial
I de Moran.
CIENCIAS AGRARIAS
dc.subject.cnpq.fl_str_mv CIENCIAS AGRARIAS
description Agricultural activities are part of a context of adversities that place them in a different situa- tion in relation to the risks faced by the producers. Such activities require large investments, which makes their attractiveness related to existing forms of risk management. One of the usual forms of risk management in this sector is the contracting of rural insurance, since this type of insurance makes it possible to recover the financial capacity of the producer in the event of accidents. In this way, the objective of this research is to analyze the distribution and spatial dynamics of variables related to rural insurance policies contracted in Brazilian municipalities from 2006 to 2019. To this end, the dissertation was divided into two articles. In the first, the objective is to evaluate the evolution of variables related to rural insurance individually. To this end, a descriptive analysis of the evolution of rural insurance policy variables was carried out. The results indicate that the highest concentrations of rural insurance policies are located in the South, Southeast and Midwest regions. In the second article, the objective is to inves- tigate the spatial distribution of rural insurance in Brazilian municipalities in the period from 2006 to 2019. To achieve this objective, Principal Component Analysis was used, in order to reduce the dimensionality of the data. The scores of the first principal component were used in Exploratory Spatial Data Analysis to investigate the presence of spatial distribution patterns in multivariate rural insurance data. The results indicate that the highest concentration of rural insurance policies are located in the South, Southeast and Midwest regions. In addition, despite an increase in rural insurance contracts, there is also a trend of greater spatial concentration of policies over the period. In both articles data from the Rural Insurance Census were used, com- piled by the Ministry of Agriculture, Livestock and Supply, and data with geographic attributes of the territory available at the website of the Brazilian Institute of Geography and Statistics.
publishDate 2022
dc.date.accessioned.fl_str_mv 2022-05-11T17:10:45Z
dc.date.issued.fl_str_mv 2022-03-17
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dc.identifier.citation.fl_str_mv MENDONÇA, Walef Machado de. A distribuição espacial do seguro rural no Brasil. 2022. 81 f. Dissertação (Mestrado em Estatística Aplicada e Biometria) - Universidade Federal de Alfenas, Alfenas, MG, 2022.
dc.identifier.uri.fl_str_mv https://repositorio.unifal-mg.edu.br/handle/123456789/1989
identifier_str_mv MENDONÇA, Walef Machado de. A distribuição espacial do seguro rural no Brasil. 2022. 81 f. Dissertação (Mestrado em Estatística Aplicada e Biometria) - Universidade Federal de Alfenas, Alfenas, MG, 2022.
url https://repositorio.unifal-mg.edu.br/handle/123456789/1989
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dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Instituto de Ciências Exatas
publisher.none.fl_str_mv Universidade Federal de Alfenas
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