Identification of Possible Relationships Between the Use of Pesticides and Health Problems Reported by Residents of Santa Tereza do Oeste – PR
Autor(a) principal: | |
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Data de Publicação: | 2024 |
Outros Autores: | , , , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Revista JRG de Estudos Acadêmicos |
Texto Completo: | http://revistajrg.com/index.php/jrg/article/view/1011 |
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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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 JRG2024-04-15info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionArtigo avaliado pelos Paresapplication/pdfhttp://revistajrg.com/index.php/jrg/article/view/101110.55892/jrg.v7i14.1011ark:/57118/JRG.v7i14.1011JRG Journal of Academic Studies; Vol. 7 No. 14 (2024): JRG Journal of Academic Studies; e141011JRG Journal of Academic Studies ; Vol. 7 Núm. 14 (2024): Revista JRG de Estudos Acadêmicos; e141011JRG Journal of Academic Studies; V. 7 N. 14 (2024): Revista JRG de Estudos Acadêmicos; e141011Revista JRG de Estudos Acadêmicos ; v. 7 n. 14 (2024): Revista JRG de Estudos Acadêmicos; e1410112595-1661ark:/57118/jrg.v7i14reponame:Revista JRG de Estudos Acadêmicosinstname:Editora JRGinstacron:JRGporhttp://revistajrg.com/index.php/jrg/article/view/1011/879https://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessChapla, KellyMartins, Jefferson GustavoGuimarães, Ana Tereza BittencourtKille, PeterFerreira, Nuno Gonçalo de Carvalho2024-04-15T20:24:05Zoai:ojs2.revistajrg.com:article/1011Revistahttp://revistajrg.com/index.php/jrgPRIhttp://revistajrg.com/index.php/jrg/oaiprofessorjonas@gmail.com||2595-16612595-1661opendoar:2024-04-15T20:24:05Revista 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 Kille, Peter Ferreira, Nuno Gonçalo de Carvalho |
author_role |
author |
author2 |
Martins, Jefferson Gustavo Guimarães, Ana Tereza Bittencourt Kille, Peter Ferreira, Nuno Gonçalo de Carvalho |
author2_role |
author author author author |
dc.contributor.author.fl_str_mv |
Chapla, Kelly Martins, Jefferson Gustavo Guimarães, Ana Tereza Bittencourt Kille, Peter Ferreira, Nuno Gonçalo de Carvalho |
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 |
2024-04-15 |
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/1011 10.55892/jrg.v7i14.1011 ark:/57118/JRG.v7i14.1011 |
url |
http://revistajrg.com/index.php/jrg/article/view/1011 |
identifier_str_mv |
10.55892/jrg.v7i14.1011 ark:/57118/JRG.v7i14.1011 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
http://revistajrg.com/index.php/jrg/article/view/1011/879 |
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; e141011 JRG Journal of Academic Studies ; Vol. 7 Núm. 14 (2024): Revista JRG de Estudos Acadêmicos; e141011 JRG Journal of Academic Studies; V. 7 N. 14 (2024): Revista JRG de Estudos Acadêmicos; e141011 Revista JRG de Estudos Acadêmicos ; v. 7 n. 14 (2024): Revista JRG de Estudos Acadêmicos; e141011 2595-1661 ark:/57118/jrg.v7i14 reponame:Revista JRG de Estudos Acadêmicos instname:Editora JRG instacron:JRG |
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Editora JRG |
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JRG |
institution |
JRG |
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Revista JRG de Estudos Acadêmicos |
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Revista JRG de Estudos Acadêmicos |
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Revista JRG de Estudos Acadêmicos - Editora JRG |
repository.mail.fl_str_mv |
professorjonas@gmail.com|| |
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