Multilevel analysis: contributions to studies investigating the effects of social context on individual behavior

Detalhes bibliográficos
Autor(a) principal: PUENTE-PALACIOS, Katia Elizabeth
Data de Publicação: 2009
Outros Autores: LAROS, Jacob Arie
Tipo de documento: Artigo
Idioma: por
Título da fonte: Estudos de Psicologia (Campinas)
Texto Completo: https://periodicos.puc-campinas.edu.br/estpsi/article/view/7081
Resumo: The recognition of the influence of social context on human behavior emphasizes the need for models that allow for the identification of this effect. The theoretical and technical characteristics of multilevel models are presented here, since they satisfy this requirement.From a theoretical perspective, it is worthwhile highlighting that the choice of a multilevel model should be founded, as much as possible, on a multilevel theory that points to the predictive role of variables originating from different levels. The construction ofmultilevel models guided by theory will result in more fruitful models with higher external validity in comparison with models built with little or no theoretical foundations. From a technical perspective, it may be stated that multilevel analysis shows a high degree of similarity with traditional linear regression including many of its presuppositions. This study enables us to conclude that multilevel analysis is an appropriate tool for researchers interested in the identification of the effects of social context on human behavior.
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spelling Multilevel analysis: contributions to studies investigating the effects of social context on individual behaviorAnálise multinível: contribuições para estudos sobre efeito do contexto social no comportamento individualComportamentoComportamento socialModelos multinívelBehaviorSocial behaviorMultilevel modelsThe recognition of the influence of social context on human behavior emphasizes the need for models that allow for the identification of this effect. The theoretical and technical characteristics of multilevel models are presented here, since they satisfy this requirement.From a theoretical perspective, it is worthwhile highlighting that the choice of a multilevel model should be founded, as much as possible, on a multilevel theory that points to the predictive role of variables originating from different levels. The construction ofmultilevel models guided by theory will result in more fruitful models with higher external validity in comparison with models built with little or no theoretical foundations. From a technical perspective, it may be stated that multilevel analysis shows a high degree of similarity with traditional linear regression including many of its presuppositions. This study enables us to conclude that multilevel analysis is an appropriate tool for researchers interested in the identification of the effects of social context on human behavior.O reconhecimento da influência do contexto social no comportamento humano destaca a necessidade de adoção de modelos explicativos que favoreçam a identificação desse efeito. Este artigo tem o objetivo de apresentar as características teóricas e técnicas dos modelos multinível, pois eles cumprem com essa exigência. Em uma perspectiva teórica, a escolha dos modelos em discussão deveria ser baseada, tanto quanto possível, em uma teoria multinível que evidenciasse o papel preditivo de variáveis oriundas de diferentes níveis. A construção de modelos guiada por uma teoria levará a modelos mais frutíferos e com maior validade externa, em comparação com modelos construídos com pouco ou nenhum sustento teórico. Do ponto de vista técnico, a análise multinível é similar à análise de regressão; assim, obedece a muitas das suas exigências. Este trabalho permite concluir sobre as vantagens dos modelos multinível para pesquisadores interessados na identificação do efeito do contexto no comportamento humano.Núcleo de Editoração - PUC-Campinas2009-09-30info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionArtigosapplication/pdfhttps://periodicos.puc-campinas.edu.br/estpsi/article/view/7081Psychological Studies; Vol. 26 No. 3 (2009): Estudos de Psicologia (Campinas)Estudos de Psicologia; Vol. 26 Núm. 3 (2009): Estudos de Psicologia (Campinas)Estudos de Psicologia; v. 26 n. 3 (2009): Estudos de Psicologia (Campinas)1982-0275reponame:Estudos de Psicologia (Campinas)instname:Pontifícia Universidade Católica de Campinas (PUC-CAMPINAS)instacron:PUC_CAMPporhttps://periodicos.puc-campinas.edu.br/estpsi/article/view/7081/4647Copyright (c) 2022 Katia Elizabeth PUENTE-PALACIOS, Jacob Arie LAROShttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessPUENTE-PALACIOS, Katia Elizabeth LAROS, Jacob Arie 2024-04-30T17:14:36Zoai:ojs.periodicos.puc-campinas.edu.br:article/7081Revistahttps://seer.sis.puc-campinas.edu.br/seer/index.php/estudosPRIhttps://seer.sis.puc-campinas.edu.br/seer/index.php/estudos/oaisbi.ne_estpsi@puc-campinas.edu.br||estudosdepsicologia@puc-campinas.edu.br||psychologicalstudies@puc-campinas.edu.br1982-02750103-166Xopendoar:2024-04-30T17:14:36Estudos de Psicologia (Campinas) - Pontifícia Universidade Católica de Campinas (PUC-CAMPINAS)false
dc.title.none.fl_str_mv Multilevel analysis: contributions to studies investigating the effects of social context on individual behavior
Análise multinível: contribuições para estudos sobre efeito do contexto social no comportamento individual
title Multilevel analysis: contributions to studies investigating the effects of social context on individual behavior
spellingShingle Multilevel analysis: contributions to studies investigating the effects of social context on individual behavior
PUENTE-PALACIOS, Katia Elizabeth
Comportamento
Comportamento social
Modelos multinível
Behavior
Social behavior
Multilevel models
title_short Multilevel analysis: contributions to studies investigating the effects of social context on individual behavior
title_full Multilevel analysis: contributions to studies investigating the effects of social context on individual behavior
title_fullStr Multilevel analysis: contributions to studies investigating the effects of social context on individual behavior
title_full_unstemmed Multilevel analysis: contributions to studies investigating the effects of social context on individual behavior
title_sort Multilevel analysis: contributions to studies investigating the effects of social context on individual behavior
author PUENTE-PALACIOS, Katia Elizabeth
author_facet PUENTE-PALACIOS, Katia Elizabeth
LAROS, Jacob Arie
author_role author
author2 LAROS, Jacob Arie
author2_role author
dc.contributor.author.fl_str_mv PUENTE-PALACIOS, Katia Elizabeth
LAROS, Jacob Arie
dc.subject.por.fl_str_mv Comportamento
Comportamento social
Modelos multinível
Behavior
Social behavior
Multilevel models
topic Comportamento
Comportamento social
Modelos multinível
Behavior
Social behavior
Multilevel models
description The recognition of the influence of social context on human behavior emphasizes the need for models that allow for the identification of this effect. The theoretical and technical characteristics of multilevel models are presented here, since they satisfy this requirement.From a theoretical perspective, it is worthwhile highlighting that the choice of a multilevel model should be founded, as much as possible, on a multilevel theory that points to the predictive role of variables originating from different levels. The construction ofmultilevel models guided by theory will result in more fruitful models with higher external validity in comparison with models built with little or no theoretical foundations. From a technical perspective, it may be stated that multilevel analysis shows a high degree of similarity with traditional linear regression including many of its presuppositions. This study enables us to conclude that multilevel analysis is an appropriate tool for researchers interested in the identification of the effects of social context on human behavior.
publishDate 2009
dc.date.none.fl_str_mv 2009-09-30
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Artigos
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.puc-campinas.edu.br/estpsi/article/view/7081
url https://periodicos.puc-campinas.edu.br/estpsi/article/view/7081
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://periodicos.puc-campinas.edu.br/estpsi/article/view/7081/4647
dc.rights.driver.fl_str_mv Copyright (c) 2022 Katia Elizabeth PUENTE-PALACIOS, Jacob Arie LAROS
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2022 Katia Elizabeth PUENTE-PALACIOS, Jacob Arie LAROS
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 Núcleo de Editoração - PUC-Campinas
publisher.none.fl_str_mv Núcleo de Editoração - PUC-Campinas
dc.source.none.fl_str_mv Psychological Studies; Vol. 26 No. 3 (2009): Estudos de Psicologia (Campinas)
Estudos de Psicologia; Vol. 26 Núm. 3 (2009): Estudos de Psicologia (Campinas)
Estudos de Psicologia; v. 26 n. 3 (2009): Estudos de Psicologia (Campinas)
1982-0275
reponame:Estudos de Psicologia (Campinas)
instname:Pontifícia Universidade Católica de Campinas (PUC-CAMPINAS)
instacron:PUC_CAMP
instname_str Pontifícia Universidade Católica de Campinas (PUC-CAMPINAS)
instacron_str PUC_CAMP
institution PUC_CAMP
reponame_str Estudos de Psicologia (Campinas)
collection Estudos de Psicologia (Campinas)
repository.name.fl_str_mv Estudos de Psicologia (Campinas) - Pontifícia Universidade Católica de Campinas (PUC-CAMPINAS)
repository.mail.fl_str_mv sbi.ne_estpsi@puc-campinas.edu.br||estudosdepsicologia@puc-campinas.edu.br||psychologicalstudies@puc-campinas.edu.br
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