A Feedback Learning and Mental Models Perspective on Strategic Decision Making

Detalhes bibliográficos
Autor(a) principal: Capelo, Carlos
Data de Publicação: 2009
Outros Autores: Dias, João Ferreira
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10437/1222
Resumo: This study aims to be a contribution to a theoretical model that explains the effectiveness of the learning and decision-making processes by means of a feedback and mental models perspective. With appropriate mental models, managers should be able to improve their capacity to deal with dynamically complex contexts, in order to achieve long-term success. We present a set of hypotheses about the influence of feedback information and systems thinking facilitation on mental models and management performance. We explore, under controlled conditions, the role of mental models in terms of structure and behaviour. A test based on a simulation experiment with a system dynamics model was performed. Three out of the four hypotheses were confirmed. Causal diagramming positively influences mental model structure similarity, mental model structure similarity positively influences mental model behaviour similarity, and mental model behaviour similarity positively influences the quality of the decision.
id RCAP_2e1c772538cd859edb4d6228336f4e53
oai_identifier_str oai:recil.ensinolusofona.pt:10437/1222
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling A Feedback Learning and Mental Models Perspective on Strategic Decision MakingMENTAL MODELSDOUBLE-LOOP LEARNINGSYSTEMS THINKINGSIMULATION EXPERIMENTThis study aims to be a contribution to a theoretical model that explains the effectiveness of the learning and decision-making processes by means of a feedback and mental models perspective. With appropriate mental models, managers should be able to improve their capacity to deal with dynamically complex contexts, in order to achieve long-term success. We present a set of hypotheses about the influence of feedback information and systems thinking facilitation on mental models and management performance. We explore, under controlled conditions, the role of mental models in terms of structure and behaviour. A test based on a simulation experiment with a system dynamics model was performed. Three out of the four hypotheses were confirmed. Causal diagramming positively influences mental model structure similarity, mental model structure similarity positively influences mental model behaviour similarity, and mental model behaviour similarity positively influences the quality of the decision.Springer2011-06-01T14:12:29Z2009-04-01T00:00:00Z2009-04info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10437/1222engCapelo, CarlosDias, João Ferreirainfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-09T14:03:43Zoai:recil.ensinolusofona.pt:10437/1222Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:11:52.273349Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv A Feedback Learning and Mental Models Perspective on Strategic Decision Making
title A Feedback Learning and Mental Models Perspective on Strategic Decision Making
spellingShingle A Feedback Learning and Mental Models Perspective on Strategic Decision Making
Capelo, Carlos
MENTAL MODELS
DOUBLE-LOOP LEARNING
SYSTEMS THINKING
SIMULATION EXPERIMENT
title_short A Feedback Learning and Mental Models Perspective on Strategic Decision Making
title_full A Feedback Learning and Mental Models Perspective on Strategic Decision Making
title_fullStr A Feedback Learning and Mental Models Perspective on Strategic Decision Making
title_full_unstemmed A Feedback Learning and Mental Models Perspective on Strategic Decision Making
title_sort A Feedback Learning and Mental Models Perspective on Strategic Decision Making
author Capelo, Carlos
author_facet Capelo, Carlos
Dias, João Ferreira
author_role author
author2 Dias, João Ferreira
author2_role author
dc.contributor.author.fl_str_mv Capelo, Carlos
Dias, João Ferreira
dc.subject.por.fl_str_mv MENTAL MODELS
DOUBLE-LOOP LEARNING
SYSTEMS THINKING
SIMULATION EXPERIMENT
topic MENTAL MODELS
DOUBLE-LOOP LEARNING
SYSTEMS THINKING
SIMULATION EXPERIMENT
description This study aims to be a contribution to a theoretical model that explains the effectiveness of the learning and decision-making processes by means of a feedback and mental models perspective. With appropriate mental models, managers should be able to improve their capacity to deal with dynamically complex contexts, in order to achieve long-term success. We present a set of hypotheses about the influence of feedback information and systems thinking facilitation on mental models and management performance. We explore, under controlled conditions, the role of mental models in terms of structure and behaviour. A test based on a simulation experiment with a system dynamics model was performed. Three out of the four hypotheses were confirmed. Causal diagramming positively influences mental model structure similarity, mental model structure similarity positively influences mental model behaviour similarity, and mental model behaviour similarity positively influences the quality of the decision.
publishDate 2009
dc.date.none.fl_str_mv 2009-04-01T00:00:00Z
2009-04
2011-06-01T14:12:29Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10437/1222
url http://hdl.handle.net/10437/1222
dc.language.iso.fl_str_mv eng
language eng
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 Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
_version_ 1799131215728476160