Seleção cultural e transmissão cultural no jogo Dilema do prisioneiro iterado

Detalhes bibliográficos
Autor(a) principal: Pin, Stephanny Sato Del
Data de Publicação: 2017
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da PUC_SP
Texto Completo: https://tede2.pucsp.br/handle/handle/20142
Resumo: The cooperation experiments discuss important parameters about the social behavior and the social environment, using the triple contingencies unit of analysis. The iterated prisoners dilemma game was repeatedly used as a procedure for experimental investigation into cooperation by behavioral analysts. The prisoners dilemma consists of the conflicting relation between individual gains and group gains. The combination of the choices among all those involved in the dilemma may lead to: losses for all, gains for all or loss for one while another gains. Such analyses of cooperation may be expanded when another unit of analysis – metacontingency – is used. This study sought replicate the work of Ortu et al. (2012), investigating the effect of cultural consequences on the selection of interlocking behavioral contingencies. Three modifications were made: 1) open groups were programmed – replacement of participants 2) the presentation of cultural consequences (market feedback) was made on a CRF schedule; and to contribute to the comprehension of verbal behavior in the selection by metacontingencies 3) the rules issued by the participants throughout the generations were analysed. Each of the three experimental groups, while in the experimental context, built a “cultural practice” as a form of coordination to obtain individual points and/or points of cultural consequences forecast in the various experimental conditions. Exposure to all experimentally programmed cultural consequences was possible for all groups. Groups 1 and 3 varied in the production of interlacements in initial generations, but on the whole met the required performance criteria, therefore they were consistent in the production of cooperational interlacements. Group 2 produced variable interlacements, the most consistent being XYYY and YYYX, i.e. “competitive” interlacements. The analysis of verbal interactions clarifies the reason behind such production: to obtain more points individually, group 2 coordinated themselves on a rotating schedule, whereby whoever chooses differently to the others would have a greater gain, while the others would have a medium gain, and would not receive any additional gain in the cultural consequence. The participants in group 2 obtained the total egalitarian gains and coordinated themselves with greater frequency from informative rules. Group 3 coordinated themselves with greater frequency from coersive rules and had unequal individual totals. The results of this study suggest that the selection of cooperation standards depends on the individuals consequences forecast in the more “traditional” procedures, but also depends significantly on external variables studied here: the production of cultural consequences contingent on aggregated products and the analysis of verbal interaction for the selection by metacontingencies
id PUC_SP-1_70d32d7e38cebe6c5219be162a4bc7b1
oai_identifier_str oai:repositorio.pucsp.br:handle/20142
network_acronym_str PUC_SP-1
network_name_str Biblioteca Digital de Teses e Dissertações da PUC_SP
repository_id_str
spelling Andery, Maria Amáliahttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4316013E7Pin, Stephanny Sato Del2017-06-01T13:00:08Z2017-05-26Pin, Stephanny Sato Del. Seleção cultural e transmissão cultural no jogo Dilema do prisioneiro iterado. 2017. 66 f. Dissertação (Mestrado em Psicologia Experimental) - Programa de Estudos Pós-Graduados em Psicologia Experimental: Análise do Comportamento, Pontifícia Universidade Católica de São Paulo, São Paulo, 2017.https://tede2.pucsp.br/handle/handle/20142The cooperation experiments discuss important parameters about the social behavior and the social environment, using the triple contingencies unit of analysis. The iterated prisoners dilemma game was repeatedly used as a procedure for experimental investigation into cooperation by behavioral analysts. The prisoners dilemma consists of the conflicting relation between individual gains and group gains. The combination of the choices among all those involved in the dilemma may lead to: losses for all, gains for all or loss for one while another gains. Such analyses of cooperation may be expanded when another unit of analysis – metacontingency – is used. This study sought replicate the work of Ortu et al. (2012), investigating the effect of cultural consequences on the selection of interlocking behavioral contingencies. Three modifications were made: 1) open groups were programmed – replacement of participants 2) the presentation of cultural consequences (market feedback) was made on a CRF schedule; and to contribute to the comprehension of verbal behavior in the selection by metacontingencies 3) the rules issued by the participants throughout the generations were analysed. Each of the three experimental groups, while in the experimental context, built a “cultural practice” as a form of coordination to obtain individual points and/or points of cultural consequences forecast in the various experimental conditions. Exposure to all experimentally programmed cultural consequences was possible for all groups. Groups 1 and 3 varied in the production of interlacements in initial generations, but on the whole met the required performance criteria, therefore they were consistent in the production of cooperational interlacements. Group 2 produced variable interlacements, the most consistent being XYYY and YYYX, i.e. “competitive” interlacements. The analysis of verbal interactions clarifies the reason behind such production: to obtain more points individually, group 2 coordinated themselves on a rotating schedule, whereby whoever chooses differently to the others would have a greater gain, while the others would have a medium gain, and would not receive any additional gain in the cultural consequence. The participants in group 2 obtained the total egalitarian gains and coordinated themselves with greater frequency from informative rules. Group 3 coordinated themselves with greater frequency from coersive rules and had unequal individual totals. The results of this study suggest that the selection of cooperation standards depends on the individuals consequences forecast in the more “traditional” procedures, but also depends significantly on external variables studied here: the production of cultural consequences contingent on aggregated products and the analysis of verbal interaction for the selection by metacontingenciesOs experimentos de cooperação discutem importantes parâmetros sobre o comportamento social e o ambiente social, utilizando a unidade de análise tríplice contingências. O jogo dilema do prisioneiro iterado foi recorrentemente utilizado como um procedimento para investigação experimental sobre cooperação por analistas do comportamento. O dilema do prisioneiro consiste na relação de conflito entre ganhos individuais e ganhos para o grupo. A combinação das escolhas dentre todos os envolvidos no dilema pode acarretar em: prejuízos para todos, ganhos para todos, ou prejuízo para um, enquanto há ganho para o outro. Tais análises sob cooperação podem ser ampliadas quando utiliza-se outra unidade de análise, a metacontingência. Este estudo buscou replicar o trabalho de Ortu et al. (2012), investigando o efeito das consequências culturais para a seleção de contingências comportamentais entrelaçadas. Três modificações foram realizadas: 1) foram programados grupos abertos - substituição de participantes 2) a apresentação de consequências culturais (feedback de mercado) foi realizada em um esquema de CRF; e para contribuir para a compreensão do comportamento verbal na seleção por metacontingências 3) as regras emitidas pelos participantes ao longo das gerações foram analisadas. Cada um dos três grupos experimentais, ainda que no contexto experimental, construiu uma “prática cultural” como forma de coordenação para obtenção dos pontos individuais e/ou das consequências culturais previstas nas várias condições experimentais. Para todos os grupos foi possível a exposição à todas consequências culturais programadas experimentalmente. Os grupos 1 e 3 ao início durante as gerações iniciais variaram na produção dos entrelaçamentos, mas, em sua maioria, atingiram o critério de desempenho exigido, portanto, foram consistentes na produção de entrelaçamentos de cooperação. O grupo 2 produziu variavelmente os entrelaçamentos, sendo o mais consistente XYYY e YYYX, entrelaçamentos ditos como “competitivos”. A análise das interações verbais esclarece o porquê de tal produção, o grupo 2, para que obtivessem mais pontos individualmente coordenou-se em um arranjo de “rodízio”, aquele que escolhesse diferente dos demais teria o ganho mais vantajoso, enquanto que os demais o ganho médio, e não receberiam nenhum ganho adicional na consequência cultural. Os participantes do grupo 2 obtiveram o total de ganhos individuais aproximadamente iguais e coordenaram-se com maior frequência a partir de regras informativas. O grupo 3 coordenou-se mais frequentemente a partir de regras coercitivas e obtiveram totais individuais desiguais. Os resultados do presente estudo indicam que a seleção de padrões de cooperação depende das consequências individuais previstas nos procedimentos mais “tradicionais”, mas depende também e de maneira importante de variáveis externas aqui investigadas: a produção de consequências culturais contingentes a produtos agregados, e a interação verbal que favorece a coordenação para a seleção por metacontingênciasapplication/pdfhttp://tede2.pucsp.br/tede/retrieve/42436/Stephanny%20Sato%20Del%20Pin.pdf.jpgporPontifícia Universidade Católica de São PauloPrograma de Estudos Pós-Graduados em Psicologia Experimental: Análise do ComportamentoPUC-SPBrasilFaculdade de Ciências Humanas e da SaúdeCooperaçãoConcorrência (Psicologia)Comportamento verbalCooperationCompetition (Psychology)Verbal behaviorCNPQ::CIENCIAS HUMANAS::PSICOLOGIA::PSICOLOGIA EXPERIMENTALSeleção cultural e transmissão cultural no jogo Dilema do prisioneiro iteradoCultural selection and cultural transmission in game Iterated prisoner’s dilemmainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da PUC_SPinstname:Pontifícia Universidade Católica de São Paulo (PUC-SP)instacron:PUC_SPTEXTStephanny Sato Del Pin.pdf.txtStephanny Sato Del Pin.pdf.txtExtracted texttext/plain146993https://repositorio.pucsp.br/xmlui/bitstream/handle/20142/4/Stephanny%20Sato%20Del%20Pin.pdf.txte11d8909285524e273041168b5c5cbabMD54LICENSElicense.txtlicense.txttext/plain; charset=utf-82165https://repositorio.pucsp.br/xmlui/bitstream/handle/20142/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51ORIGINALStephanny Sato Del Pin.pdfStephanny Sato Del Pin.pdfapplication/pdf1561148https://repositorio.pucsp.br/xmlui/bitstream/handle/20142/2/Stephanny%20Sato%20Del%20Pin.pdf1301b79efce9f4d94d7086a9c79e84bcMD52THUMBNAILStephanny Sato Del Pin.pdf.jpgStephanny Sato Del Pin.pdf.jpgGenerated Thumbnailimage/jpeg1943https://repositorio.pucsp.br/xmlui/bitstream/handle/20142/3/Stephanny%20Sato%20Del%20Pin.pdf.jpgcc73c4c239a4c332d642ba1e7c7a9fb2MD53handle/201422022-04-28 07:50:06.421oai:repositorio.pucsp.br: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Biblioteca Digital de Teses e Dissertaçõeshttps://sapientia.pucsp.br/https://sapientia.pucsp.br/oai/requestbngkatende@pucsp.br||rapassi@pucsp.bropendoar:2022-04-28T10:50:06Biblioteca Digital de Teses e Dissertações da PUC_SP - Pontifícia Universidade Católica de São Paulo (PUC-SP)false
dc.title.por.fl_str_mv Seleção cultural e transmissão cultural no jogo Dilema do prisioneiro iterado
dc.title.alternative.eng.fl_str_mv Cultural selection and cultural transmission in game Iterated prisoner’s dilemma
title Seleção cultural e transmissão cultural no jogo Dilema do prisioneiro iterado
spellingShingle Seleção cultural e transmissão cultural no jogo Dilema do prisioneiro iterado
Pin, Stephanny Sato Del
Cooperação
Concorrência (Psicologia)
Comportamento verbal
Cooperation
Competition (Psychology)
Verbal behavior
CNPQ::CIENCIAS HUMANAS::PSICOLOGIA::PSICOLOGIA EXPERIMENTAL
title_short Seleção cultural e transmissão cultural no jogo Dilema do prisioneiro iterado
title_full Seleção cultural e transmissão cultural no jogo Dilema do prisioneiro iterado
title_fullStr Seleção cultural e transmissão cultural no jogo Dilema do prisioneiro iterado
title_full_unstemmed Seleção cultural e transmissão cultural no jogo Dilema do prisioneiro iterado
title_sort Seleção cultural e transmissão cultural no jogo Dilema do prisioneiro iterado
author Pin, Stephanny Sato Del
author_facet Pin, Stephanny Sato Del
author_role author
dc.contributor.advisor1.fl_str_mv Andery, Maria Amália
dc.contributor.authorLattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4316013E7
dc.contributor.author.fl_str_mv Pin, Stephanny Sato Del
contributor_str_mv Andery, Maria Amália
dc.subject.por.fl_str_mv Cooperação
Concorrência (Psicologia)
Comportamento verbal
topic Cooperação
Concorrência (Psicologia)
Comportamento verbal
Cooperation
Competition (Psychology)
Verbal behavior
CNPQ::CIENCIAS HUMANAS::PSICOLOGIA::PSICOLOGIA EXPERIMENTAL
dc.subject.eng.fl_str_mv Cooperation
Competition (Psychology)
Verbal behavior
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS HUMANAS::PSICOLOGIA::PSICOLOGIA EXPERIMENTAL
description The cooperation experiments discuss important parameters about the social behavior and the social environment, using the triple contingencies unit of analysis. The iterated prisoners dilemma game was repeatedly used as a procedure for experimental investigation into cooperation by behavioral analysts. The prisoners dilemma consists of the conflicting relation between individual gains and group gains. The combination of the choices among all those involved in the dilemma may lead to: losses for all, gains for all or loss for one while another gains. Such analyses of cooperation may be expanded when another unit of analysis – metacontingency – is used. This study sought replicate the work of Ortu et al. (2012), investigating the effect of cultural consequences on the selection of interlocking behavioral contingencies. Three modifications were made: 1) open groups were programmed – replacement of participants 2) the presentation of cultural consequences (market feedback) was made on a CRF schedule; and to contribute to the comprehension of verbal behavior in the selection by metacontingencies 3) the rules issued by the participants throughout the generations were analysed. Each of the three experimental groups, while in the experimental context, built a “cultural practice” as a form of coordination to obtain individual points and/or points of cultural consequences forecast in the various experimental conditions. Exposure to all experimentally programmed cultural consequences was possible for all groups. Groups 1 and 3 varied in the production of interlacements in initial generations, but on the whole met the required performance criteria, therefore they were consistent in the production of cooperational interlacements. Group 2 produced variable interlacements, the most consistent being XYYY and YYYX, i.e. “competitive” interlacements. The analysis of verbal interactions clarifies the reason behind such production: to obtain more points individually, group 2 coordinated themselves on a rotating schedule, whereby whoever chooses differently to the others would have a greater gain, while the others would have a medium gain, and would not receive any additional gain in the cultural consequence. The participants in group 2 obtained the total egalitarian gains and coordinated themselves with greater frequency from informative rules. Group 3 coordinated themselves with greater frequency from coersive rules and had unequal individual totals. The results of this study suggest that the selection of cooperation standards depends on the individuals consequences forecast in the more “traditional” procedures, but also depends significantly on external variables studied here: the production of cultural consequences contingent on aggregated products and the analysis of verbal interaction for the selection by metacontingencies
publishDate 2017
dc.date.accessioned.fl_str_mv 2017-06-01T13:00:08Z
dc.date.issued.fl_str_mv 2017-05-26
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv Pin, Stephanny Sato Del. Seleção cultural e transmissão cultural no jogo Dilema do prisioneiro iterado. 2017. 66 f. Dissertação (Mestrado em Psicologia Experimental) - Programa de Estudos Pós-Graduados em Psicologia Experimental: Análise do Comportamento, Pontifícia Universidade Católica de São Paulo, São Paulo, 2017.
dc.identifier.uri.fl_str_mv https://tede2.pucsp.br/handle/handle/20142
identifier_str_mv Pin, Stephanny Sato Del. Seleção cultural e transmissão cultural no jogo Dilema do prisioneiro iterado. 2017. 66 f. Dissertação (Mestrado em Psicologia Experimental) - Programa de Estudos Pós-Graduados em Psicologia Experimental: Análise do Comportamento, Pontifícia Universidade Católica de São Paulo, São Paulo, 2017.
url https://tede2.pucsp.br/handle/handle/20142
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Pontifícia Universidade Católica de São Paulo
dc.publisher.program.fl_str_mv Programa de Estudos Pós-Graduados em Psicologia Experimental: Análise do Comportamento
dc.publisher.initials.fl_str_mv PUC-SP
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Faculdade de Ciências Humanas e da Saúde
publisher.none.fl_str_mv Pontifícia Universidade Católica de São Paulo
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da PUC_SP
instname:Pontifícia Universidade Católica de São Paulo (PUC-SP)
instacron:PUC_SP
instname_str Pontifícia Universidade Católica de São Paulo (PUC-SP)
instacron_str PUC_SP
institution PUC_SP
reponame_str Biblioteca Digital de Teses e Dissertações da PUC_SP
collection Biblioteca Digital de Teses e Dissertações da PUC_SP
bitstream.url.fl_str_mv https://repositorio.pucsp.br/xmlui/bitstream/handle/20142/4/Stephanny%20Sato%20Del%20Pin.pdf.txt
https://repositorio.pucsp.br/xmlui/bitstream/handle/20142/1/license.txt
https://repositorio.pucsp.br/xmlui/bitstream/handle/20142/2/Stephanny%20Sato%20Del%20Pin.pdf
https://repositorio.pucsp.br/xmlui/bitstream/handle/20142/3/Stephanny%20Sato%20Del%20Pin.pdf.jpg
bitstream.checksum.fl_str_mv e11d8909285524e273041168b5c5cbab
bd3efa91386c1718a7f26a329fdcb468
1301b79efce9f4d94d7086a9c79e84bc
cc73c4c239a4c332d642ba1e7c7a9fb2
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações da PUC_SP - Pontifícia Universidade Católica de São Paulo (PUC-SP)
repository.mail.fl_str_mv bngkatende@pucsp.br||rapassi@pucsp.br
_version_ 1799796195895279616