Creating Actionable and Insightful Knowledge Applying Graph-CentralityMetrics toMeasure Project Collaborative Performance

Detalhes bibliográficos
Autor(a) principal: Nunes, Marco
Data de Publicação: 2022
Outros Autores: Bagnjuk, Jelena, Abreu, António, Cardoso, Edgar, Smith, Joana, Saraiva, Célia
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/143806
Resumo: Publisher Copyright: © 2022 by the authors. Licensee MDPI, Basel, Switzerland.
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spelling Creating Actionable and Insightful Knowledge Applying Graph-CentralityMetrics toMeasure Project Collaborative PerformanceCollective performanceCorrelationGraph-centrality metricsIndividual performanceProject lifecycleProject managementProject outcomeComputer Science (miscellaneous)Geography, Planning and DevelopmentRenewable Energy, Sustainability and the EnvironmentBuilding and ConstructionEnvironmental Science (miscellaneous)Energy Engineering and Power TechnologyHardware and ArchitectureComputer Networks and CommunicationsManagement, Monitoring, Policy and LawSDG 7 - Affordable and Clean EnergyPublisher Copyright: © 2022 by the authors. Licensee MDPI, Basel, Switzerland.Tools and techniques supported by math and statistics are often used by organizations to measure performance. These usually measure an employees’ traits and states performance. However, the third type of data usually neglected by organizations, known as relational data, can provide unique and actionable insights regarding the root causes of individual and collective performance. Relational data are best captured through the application of graph-based theory due to its ability to be easily understood and quantitatively measured, while mirroring how employees interact between them as they perform work-related tasks or activities. In this work, we propose a set of graph-based centrality metrics to measure relational data in projects by analyzing the five most voted relational dimensions ((1) communication, (2) internal and external collaboration, (3) know-how exchange and informal power, (4) team-set variability, and (5) teamwork performance), in a survey conducted to 700 international project stakeholders in eight business sectors. The aim of this research is to tackle two issues in projects: First, to understand in a quantitative way how the project’s relational data may correlate with project outputs and outcomes, and second, to create unique and actionable knowledge to help mitigate the increasing project failure rates. A case study illustrates the step-by-step application of the developed graph-based metrics as well as its benefits and limitations.UNINOVA-Instituto de Desenvolvimento de Novas TecnologiasCTS - Centro de Tecnologia e SistemasRUNNunes, MarcoBagnjuk, JelenaAbreu, AntónioCardoso, EdgarSmith, JoanaSaraiva, Célia2022-09-16T22:28:59Z2022-04-122022-04-12T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article25application/pdfhttp://hdl.handle.net/10362/143806eng2071-1050PURE: 46583618https://doi.org/10.3390/su14084592info: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:RCAAP2024-03-11T05:22:35Zoai:run.unl.pt:10362/143806Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:51:09.405661Repositório 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 Creating Actionable and Insightful Knowledge Applying Graph-CentralityMetrics toMeasure Project Collaborative Performance
title Creating Actionable and Insightful Knowledge Applying Graph-CentralityMetrics toMeasure Project Collaborative Performance
spellingShingle Creating Actionable and Insightful Knowledge Applying Graph-CentralityMetrics toMeasure Project Collaborative Performance
Nunes, Marco
Collective performance
Correlation
Graph-centrality metrics
Individual performance
Project lifecycle
Project management
Project outcome
Computer Science (miscellaneous)
Geography, Planning and Development
Renewable Energy, Sustainability and the Environment
Building and Construction
Environmental Science (miscellaneous)
Energy Engineering and Power Technology
Hardware and Architecture
Computer Networks and Communications
Management, Monitoring, Policy and Law
SDG 7 - Affordable and Clean Energy
title_short Creating Actionable and Insightful Knowledge Applying Graph-CentralityMetrics toMeasure Project Collaborative Performance
title_full Creating Actionable and Insightful Knowledge Applying Graph-CentralityMetrics toMeasure Project Collaborative Performance
title_fullStr Creating Actionable and Insightful Knowledge Applying Graph-CentralityMetrics toMeasure Project Collaborative Performance
title_full_unstemmed Creating Actionable and Insightful Knowledge Applying Graph-CentralityMetrics toMeasure Project Collaborative Performance
title_sort Creating Actionable and Insightful Knowledge Applying Graph-CentralityMetrics toMeasure Project Collaborative Performance
author Nunes, Marco
author_facet Nunes, Marco
Bagnjuk, Jelena
Abreu, António
Cardoso, Edgar
Smith, Joana
Saraiva, Célia
author_role author
author2 Bagnjuk, Jelena
Abreu, António
Cardoso, Edgar
Smith, Joana
Saraiva, Célia
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv UNINOVA-Instituto de Desenvolvimento de Novas Tecnologias
CTS - Centro de Tecnologia e Sistemas
RUN
dc.contributor.author.fl_str_mv Nunes, Marco
Bagnjuk, Jelena
Abreu, António
Cardoso, Edgar
Smith, Joana
Saraiva, Célia
dc.subject.por.fl_str_mv Collective performance
Correlation
Graph-centrality metrics
Individual performance
Project lifecycle
Project management
Project outcome
Computer Science (miscellaneous)
Geography, Planning and Development
Renewable Energy, Sustainability and the Environment
Building and Construction
Environmental Science (miscellaneous)
Energy Engineering and Power Technology
Hardware and Architecture
Computer Networks and Communications
Management, Monitoring, Policy and Law
SDG 7 - Affordable and Clean Energy
topic Collective performance
Correlation
Graph-centrality metrics
Individual performance
Project lifecycle
Project management
Project outcome
Computer Science (miscellaneous)
Geography, Planning and Development
Renewable Energy, Sustainability and the Environment
Building and Construction
Environmental Science (miscellaneous)
Energy Engineering and Power Technology
Hardware and Architecture
Computer Networks and Communications
Management, Monitoring, Policy and Law
SDG 7 - Affordable and Clean Energy
description Publisher Copyright: © 2022 by the authors. Licensee MDPI, Basel, Switzerland.
publishDate 2022
dc.date.none.fl_str_mv 2022-09-16T22:28:59Z
2022-04-12
2022-04-12T00:00:00Z
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/10362/143806
url http://hdl.handle.net/10362/143806
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2071-1050
PURE: 46583618
https://doi.org/10.3390/su14084592
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 25
application/pdf
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
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