Identification of Possible Relationships Between the Use of Pesticides and Health Problems Reported by Residents of Santa Tereza do Oeste – PR

Detalhes bibliográficos
Autor(a) principal: Chapla, Kelly
Data de Publicação: 2024
Outros Autores: Martins, Jefferson Gustavo, Guimarães, Ana Tereza Bittencourt
Tipo de documento: Artigo
Idioma: por
Título da fonte: Revista JRG de Estudos Acadêmicos
Texto Completo: http://revistajrg.com/index.php/jrg/article/view/934
Resumo: Pesticides are used to control diseases and pests and have generated environmental and public health problems. Unlike acute health problems, chronic problems result from exposure to pesticides for long periods of time, have more subtle symptoms and are more difficult to diagnose. Based on the above, the present study employs data mining techniques, using the computational tool WEKA (Waikato Environment for Knowledge Analysis), in an attempt to identify possible relationships between the use of pesticides and health problems reported by the citizens of Santa Tereza do Oeste - PR, Brazil. The database used was constructed through the application of the Self-Reporting Questionnaire 20 Items (SRQ-20), which is recognized by the World Health Organization (WHO) for assessing psychiatric disorders. In general, the general results corroborate those produced by other studies related to the subject, while the individual results of each employed data mining technique converge with each other. Among others, the relationship between contact with pesticides and fatigue, neurological and gastrointestinal problems was identified. In addition, based on the analysis of the results obtained, a question arose as to how the SRQ-20 is used, evaluating only the quantitative and not the qualitative factor of the answers provided.
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spelling Identification of Possible Relationships Between the Use of Pesticides and Health Problems Reported by Residents of Santa Tereza do Oeste – PRIdentificação de Possíveis Relações entre o Uso de Agrotóxicos e os Problemas de Saúde Reportados por Munícipes de Santa Tereza do Oeste – PRExposição a AgrotóxicosImpactos na Saúde e AmbientePopulação Rural e UrbanaAgriculturaExposure to PesticidesHealth and Environmental ImpactsRural and Uurban PopulationAgriculturePesticides are used to control diseases and pests and have generated environmental and public health problems. Unlike acute health problems, chronic problems result from exposure to pesticides for long periods of time, have more subtle symptoms and are more difficult to diagnose. Based on the above, the present study employs data mining techniques, using the computational tool WEKA (Waikato Environment for Knowledge Analysis), in an attempt to identify possible relationships between the use of pesticides and health problems reported by the citizens of Santa Tereza do Oeste - PR, Brazil. The database used was constructed through the application of the Self-Reporting Questionnaire 20 Items (SRQ-20), which is recognized by the World Health Organization (WHO) for assessing psychiatric disorders. In general, the general results corroborate those produced by other studies related to the subject, while the individual results of each employed data mining technique converge with each other. Among others, the relationship between contact with pesticides and fatigue, neurological and gastrointestinal problems was identified. In addition, based on the analysis of the results obtained, a question arose as to how the SRQ-20 is used, evaluating only the quantitative and not the qualitative factor of the answers provided.Os agrotóxicos são empregados para controle de doenças e de pragas e têm gerado problemas ambientais e também relacionados à saúde pública. Ao contrário os problemas de saúde agudos, os problemas crônicos são decorrentes da exposição a agrotóxicos por longos períodos de tempo, possuem sintomas mais sutis e são mais difíceis de serem diagnosticados. A partir do exposto, o presente estudo emprega técnicas de mineração de dados, por meio da ferramenta computacional WEKA (Waikato Environment for Knowledge Analysis), na tentativa de identificar possíveis relações entre o uso de agrotóxicos e problemas de saúde reportados pelos munícipes de Santa Tereza do Oeste - PR, Brasil. A base de dados utilizada foi construída por meio da aplicação do questionário Self-Reporting Questionnaire 20 Items (SRQ-20), o qual é reconhecido pela Organização Mundial da Saúde (OMS) para avaliação de desordens psiquiátricas. Em geral, os resultados gerais corroboram com aqueles produzidos por outros estudos relacionados ao tema, ao mesmo tempo em que os resultados individuais de cada técnica de mineração de dados empregadas convergem entre si. Dentre outros, identificou-se a relação do contato com agrotóxicos com problemas de fadiga, neurológicos e gastrointestinais. Além disso, com base na análise dos resultados obtidos, surgiu um questionamento quanto à forma como o SRQ-20 é utilizado avaliando apenas o fator quantitativo e não qualitativo das respostas fornecidas.Editora JRG2024-02-27info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionArtigo avaliado pelos Paresapplication/pdfhttp://revistajrg.com/index.php/jrg/article/view/93410.55892/jrg.v7i14.934ark:/57118/JRG.v7i14.934JRG Journal of Academic Studies; Vol. 7 No. 14 (2024): JRG Journal of Academic Studies; e14934JRG Journal of Academic Studies ; Vol. 7 Núm. 14 (2024): Revista JRG de Estudos Acadêmicos; e14934JRG Journal of Academic Studies; V. 7 N. 14 (2024): Revista JRG de Estudos Acadêmicos; e14934Revista JRG de Estudos Acadêmicos ; v. 7 n. 14 (2024): Revista JRG de Estudos Acadêmicos; e149342595-1661ark:/57118/jrg.v7i14reponame:Revista JRG de Estudos Acadêmicosinstname:Editora JRGinstacron:JRGporhttp://revistajrg.com/index.php/jrg/article/view/934/837https://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessChapla, KellyMartins, Jefferson GustavoGuimarães, Ana Tereza Bittencourt2024-02-07T20:09:12Zoai:ojs2.revistajrg.com:article/934Revistahttp://revistajrg.com/index.php/jrgPRIhttp://revistajrg.com/index.php/jrg/oaiprofessorjonas@gmail.com||2595-16612595-1661opendoar:2024-02-07T20:09:12Revista JRG de Estudos Acadêmicos - Editora JRGfalse
dc.title.none.fl_str_mv Identification of Possible Relationships Between the Use of Pesticides and Health Problems Reported by Residents of Santa Tereza do Oeste – PR
Identificação de Possíveis Relações entre o Uso de Agrotóxicos e os Problemas de Saúde Reportados por Munícipes de Santa Tereza do Oeste – PR
title Identification of Possible Relationships Between the Use of Pesticides and Health Problems Reported by Residents of Santa Tereza do Oeste – PR
spellingShingle Identification of Possible Relationships Between the Use of Pesticides and Health Problems Reported by Residents of Santa Tereza do Oeste – PR
Chapla, Kelly
Exposição a Agrotóxicos
Impactos na Saúde e Ambiente
População Rural e Urbana
Agricultura
Exposure to Pesticides
Health and Environmental Impacts
Rural and Uurban Population
Agriculture
title_short Identification of Possible Relationships Between the Use of Pesticides and Health Problems Reported by Residents of Santa Tereza do Oeste – PR
title_full Identification of Possible Relationships Between the Use of Pesticides and Health Problems Reported by Residents of Santa Tereza do Oeste – PR
title_fullStr Identification of Possible Relationships Between the Use of Pesticides and Health Problems Reported by Residents of Santa Tereza do Oeste – PR
title_full_unstemmed Identification of Possible Relationships Between the Use of Pesticides and Health Problems Reported by Residents of Santa Tereza do Oeste – PR
title_sort Identification of Possible Relationships Between the Use of Pesticides and Health Problems Reported by Residents of Santa Tereza do Oeste – PR
author Chapla, Kelly
author_facet Chapla, Kelly
Martins, Jefferson Gustavo
Guimarães, Ana Tereza Bittencourt
author_role author
author2 Martins, Jefferson Gustavo
Guimarães, Ana Tereza Bittencourt
author2_role author
author
dc.contributor.author.fl_str_mv Chapla, Kelly
Martins, Jefferson Gustavo
Guimarães, Ana Tereza Bittencourt
dc.subject.por.fl_str_mv Exposição a Agrotóxicos
Impactos na Saúde e Ambiente
População Rural e Urbana
Agricultura
Exposure to Pesticides
Health and Environmental Impacts
Rural and Uurban Population
Agriculture
topic Exposição a Agrotóxicos
Impactos na Saúde e Ambiente
População Rural e Urbana
Agricultura
Exposure to Pesticides
Health and Environmental Impacts
Rural and Uurban Population
Agriculture
description Pesticides are used to control diseases and pests and have generated environmental and public health problems. Unlike acute health problems, chronic problems result from exposure to pesticides for long periods of time, have more subtle symptoms and are more difficult to diagnose. Based on the above, the present study employs data mining techniques, using the computational tool WEKA (Waikato Environment for Knowledge Analysis), in an attempt to identify possible relationships between the use of pesticides and health problems reported by the citizens of Santa Tereza do Oeste - PR, Brazil. The database used was constructed through the application of the Self-Reporting Questionnaire 20 Items (SRQ-20), which is recognized by the World Health Organization (WHO) for assessing psychiatric disorders. In general, the general results corroborate those produced by other studies related to the subject, while the individual results of each employed data mining technique converge with each other. Among others, the relationship between contact with pesticides and fatigue, neurological and gastrointestinal problems was identified. In addition, based on the analysis of the results obtained, a question arose as to how the SRQ-20 is used, evaluating only the quantitative and not the qualitative factor of the answers provided.
publishDate 2024
dc.date.none.fl_str_mv 2024-02-27
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Artigo avaliado pelos Pares
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://revistajrg.com/index.php/jrg/article/view/934
10.55892/jrg.v7i14.934
ark:/57118/JRG.v7i14.934
url http://revistajrg.com/index.php/jrg/article/view/934
identifier_str_mv 10.55892/jrg.v7i14.934
ark:/57118/JRG.v7i14.934
dc.language.iso.fl_str_mv por
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dc.relation.none.fl_str_mv http://revistajrg.com/index.php/jrg/article/view/934/837
dc.rights.driver.fl_str_mv https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Editora JRG
publisher.none.fl_str_mv Editora JRG
dc.source.none.fl_str_mv JRG Journal of Academic Studies; Vol. 7 No. 14 (2024): JRG Journal of Academic Studies; e14934
JRG Journal of Academic Studies ; Vol. 7 Núm. 14 (2024): Revista JRG de Estudos Acadêmicos; e14934
JRG Journal of Academic Studies; V. 7 N. 14 (2024): Revista JRG de Estudos Acadêmicos; e14934
Revista JRG de Estudos Acadêmicos ; v. 7 n. 14 (2024): Revista JRG de Estudos Acadêmicos; e14934
2595-1661
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instacron_str JRG
institution JRG
reponame_str Revista JRG de Estudos Acadêmicos
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repository.name.fl_str_mv Revista JRG de Estudos Acadêmicos - Editora JRG
repository.mail.fl_str_mv professorjonas@gmail.com||
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