PHYSICAL ACTIVITY LEVEL OF FACEBOOK USERS
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Revista brasileira de medicina do esporte (Online) |
Texto Completo: | http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1517-86922020000600517 |
Resumo: | ABSTRACT Introduction: Interactions of Facebook users led to a study of the influence that users can exert on behavioral changes for a healthier life. Objective: To analyze the behavior of Facebook users in order to define the Users' Behavioral Patterns, by monitoring the practice of physical activities shared online, aided by a social competition among users, with the aim of combating sedentarism through the modern attraction of technology and gamification. Methods: A computational tool was developed to extract data from physical activity shared online. The tool, named FitRank, has permissions to access users' data. Tables and classifications were generated based on an analysis of the data in the database, using decision tree algorithms and descriptive statistical analysis. Results: users were classified according to sociodemographic data, and data on the creation of competitive rankings and the practice of physical activities, including the definition of the User's Behavioral Pattern. Conclusion: The study suggested the importance of technological innovations to combat sedentarism, in line with current social entertainment technologies to make them more enjoyable and motivating for the regular practice of physical activities and to provide a better quality of life. Level of Evidence II; Retrospective study. |
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Revista brasileira de medicina do esporte (Online) |
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PHYSICAL ACTIVITY LEVEL OF FACEBOOK USERSSedentary behaviorSportsPhysical activitiesQuality of lifeHealthcareABSTRACT Introduction: Interactions of Facebook users led to a study of the influence that users can exert on behavioral changes for a healthier life. Objective: To analyze the behavior of Facebook users in order to define the Users' Behavioral Patterns, by monitoring the practice of physical activities shared online, aided by a social competition among users, with the aim of combating sedentarism through the modern attraction of technology and gamification. Methods: A computational tool was developed to extract data from physical activity shared online. The tool, named FitRank, has permissions to access users' data. Tables and classifications were generated based on an analysis of the data in the database, using decision tree algorithms and descriptive statistical analysis. Results: users were classified according to sociodemographic data, and data on the creation of competitive rankings and the practice of physical activities, including the definition of the User's Behavioral Pattern. Conclusion: The study suggested the importance of technological innovations to combat sedentarism, in line with current social entertainment technologies to make them more enjoyable and motivating for the regular practice of physical activities and to provide a better quality of life. Level of Evidence II; Retrospective study.Sociedade Brasileira de Medicina do Exercício e do Esporte2020-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1517-86922020000600517Revista Brasileira de Medicina do Esporte v.26 n.6 2020reponame:Revista brasileira de medicina do esporte (Online)instname:Sociedade Brasileira de Medicina do Exercício e do Esporte (SBMEE)instacron:SBMEE10.1590/1517-869220202606179014info:eu-repo/semantics/openAccessPaschoal Júnior,FábioRibeiro,Gabriel Vinicius SilvaDaquer,Leandro Moniz de AragãoMauro,Renato CamposOgasawara,Eduardo SoaresEbecken,Nelson Francisco Favillaeng2020-12-08T00:00:00Zoai:scielo:S1517-86922020000600517Revistahttp://www.scielo.br/rbmeONGhttps://old.scielo.br/oai/scielo-oai.php||revista@medicinadoesporte.org.br1806-99401517-8692opendoar:2020-12-08T00:00Revista brasileira de medicina do esporte (Online) - Sociedade Brasileira de Medicina do Exercício e do Esporte (SBMEE)false |
dc.title.none.fl_str_mv |
PHYSICAL ACTIVITY LEVEL OF FACEBOOK USERS |
title |
PHYSICAL ACTIVITY LEVEL OF FACEBOOK USERS |
spellingShingle |
PHYSICAL ACTIVITY LEVEL OF FACEBOOK USERS Paschoal Júnior,Fábio Sedentary behavior Sports Physical activities Quality of life Healthcare |
title_short |
PHYSICAL ACTIVITY LEVEL OF FACEBOOK USERS |
title_full |
PHYSICAL ACTIVITY LEVEL OF FACEBOOK USERS |
title_fullStr |
PHYSICAL ACTIVITY LEVEL OF FACEBOOK USERS |
title_full_unstemmed |
PHYSICAL ACTIVITY LEVEL OF FACEBOOK USERS |
title_sort |
PHYSICAL ACTIVITY LEVEL OF FACEBOOK USERS |
author |
Paschoal Júnior,Fábio |
author_facet |
Paschoal Júnior,Fábio Ribeiro,Gabriel Vinicius Silva Daquer,Leandro Moniz de Aragão Mauro,Renato Campos Ogasawara,Eduardo Soares Ebecken,Nelson Francisco Favilla |
author_role |
author |
author2 |
Ribeiro,Gabriel Vinicius Silva Daquer,Leandro Moniz de Aragão Mauro,Renato Campos Ogasawara,Eduardo Soares Ebecken,Nelson Francisco Favilla |
author2_role |
author author author author author |
dc.contributor.author.fl_str_mv |
Paschoal Júnior,Fábio Ribeiro,Gabriel Vinicius Silva Daquer,Leandro Moniz de Aragão Mauro,Renato Campos Ogasawara,Eduardo Soares Ebecken,Nelson Francisco Favilla |
dc.subject.por.fl_str_mv |
Sedentary behavior Sports Physical activities Quality of life Healthcare |
topic |
Sedentary behavior Sports Physical activities Quality of life Healthcare |
description |
ABSTRACT Introduction: Interactions of Facebook users led to a study of the influence that users can exert on behavioral changes for a healthier life. Objective: To analyze the behavior of Facebook users in order to define the Users' Behavioral Patterns, by monitoring the practice of physical activities shared online, aided by a social competition among users, with the aim of combating sedentarism through the modern attraction of technology and gamification. Methods: A computational tool was developed to extract data from physical activity shared online. The tool, named FitRank, has permissions to access users' data. Tables and classifications were generated based on an analysis of the data in the database, using decision tree algorithms and descriptive statistical analysis. Results: users were classified according to sociodemographic data, and data on the creation of competitive rankings and the practice of physical activities, including the definition of the User's Behavioral Pattern. Conclusion: The study suggested the importance of technological innovations to combat sedentarism, in line with current social entertainment technologies to make them more enjoyable and motivating for the regular practice of physical activities and to provide a better quality of life. Level of Evidence II; Retrospective study. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-12-01 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1517-86922020000600517 |
url |
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1517-86922020000600517 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
10.1590/1517-869220202606179014 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
text/html |
dc.publisher.none.fl_str_mv |
Sociedade Brasileira de Medicina do Exercício e do Esporte |
publisher.none.fl_str_mv |
Sociedade Brasileira de Medicina do Exercício e do Esporte |
dc.source.none.fl_str_mv |
Revista Brasileira de Medicina do Esporte v.26 n.6 2020 reponame:Revista brasileira de medicina do esporte (Online) instname:Sociedade Brasileira de Medicina do Exercício e do Esporte (SBMEE) instacron:SBMEE |
instname_str |
Sociedade Brasileira de Medicina do Exercício e do Esporte (SBMEE) |
instacron_str |
SBMEE |
institution |
SBMEE |
reponame_str |
Revista brasileira de medicina do esporte (Online) |
collection |
Revista brasileira de medicina do esporte (Online) |
repository.name.fl_str_mv |
Revista brasileira de medicina do esporte (Online) - Sociedade Brasileira de Medicina do Exercício e do Esporte (SBMEE) |
repository.mail.fl_str_mv |
||revista@medicinadoesporte.org.br |
_version_ |
1752122237261971456 |