Multilevel analysis: contributions to studies investigating the effects of social context on individual behavior
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Data de Publicação: | 2009 |
Outros Autores: | |
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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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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