Cluster competitiveness modeling: an approach with systems dynamics
This study makes a systemic review to cluster and create a competitiveness relationship considering a systems dynamics approach. A dynamic hypothesis was constructed to validate what factors increase a cluster’s level of competitiveness, through causal analysis. Then, the causal diagram that validat...
- Autores:
-
Ovallos, David
Martínez- Marín
Puello Pereira, Nataly del Rosario
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2020
- Institución:
- Corporación Universidad de la Costa
- Repositorio:
- REDICUC - Repositorio CUC
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.cuc.edu.co:11323/7762
- Acceso en línea:
- https://hdl.handle.net/11323/7762
https://repositorio.cuc.edu.co/
- Palabra clave:
- Competitiveness
cluster
system dynamics
dynamic hypothesis
- Rights
- openAccess
- License
- Attribution-NonCommercial-NoDerivatives 4.0 International
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Cluster competitiveness modeling: an approach with systems dynamics |
| title |
Cluster competitiveness modeling: an approach with systems dynamics |
| spellingShingle |
Cluster competitiveness modeling: an approach with systems dynamics Competitiveness cluster system dynamics dynamic hypothesis |
| title_short |
Cluster competitiveness modeling: an approach with systems dynamics |
| title_full |
Cluster competitiveness modeling: an approach with systems dynamics |
| title_fullStr |
Cluster competitiveness modeling: an approach with systems dynamics |
| title_full_unstemmed |
Cluster competitiveness modeling: an approach with systems dynamics |
| title_sort |
Cluster competitiveness modeling: an approach with systems dynamics |
| dc.creator.fl_str_mv |
Ovallos, David Martínez- Marín Puello Pereira, Nataly del Rosario |
| dc.contributor.author.spa.fl_str_mv |
Ovallos, David Martínez- Marín Puello Pereira, Nataly del Rosario |
| dc.subject.spa.fl_str_mv |
Competitiveness cluster system dynamics dynamic hypothesis |
| topic |
Competitiveness cluster system dynamics dynamic hypothesis |
| description |
This study makes a systemic review to cluster and create a competitiveness relationship considering a systems dynamics approach. A dynamic hypothesis was constructed to validate what factors increase a cluster’s level of competitiveness, through causal analysis. Then, the causal diagram that validates the dynamic H0 hypothesis was constructed in Vensim PLE systems®. Literature review shows the evolution of the cluster system according to the current needs of the market, and emphasizes the need for new approaches and models that capture the complexity and dynamics of this system, allowing the understanding of its structure and the evaluation of the contribution of factors and capabilities to cluster competitiveness. It highlights the usefulness of systems dynamics as a simulation methodology for dynamic and complex systems, and establishes itself as a growing line of research applied to various systems of study. Dynamic hypothesis H0 was validated using the causal diagram, reaching the conclusion that innovation, productive management, financial management, organizational management, commercial management, and cluster management factors positively increase the cluster competitiveness level. From structure analysis, the behavior is associated to the archetype “Path Dependence,” usual in growing industrial markets |
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2020 |
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2020 |
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2021-01-25T19:02:51Z |
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2021-01-25T19:02:51Z |
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Artículo de revista |
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DOI: 10.3390/socsci9020012 |
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Corporación Universidad de la Costa |
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REDICUC - Repositorio CUC |
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https://repositorio.cuc.edu.co/ |
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DOI: 10.3390/socsci9020012 Corporación Universidad de la Costa REDICUC - Repositorio CUC |
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eng |
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eng |
| dc.relation.references.spa.fl_str_mv |
Sistemas regionales de innovación agroalimentarios de Colombia: un análisis factorial y de clúster para la industria Clusters, economic performance, and social cohesion: a system dynamics approach Clúster y coo-petencia (cooperación y competencia) industrial: algunos elementos teóricos por considerar Modelling manufacturing employees’ performance based on a system dynamics approach Revised Competitiveness Index for use in China: Translation and Rasch analysis Industrial clusters and industrial ecology: Building ‘eco-collective efficiency’ in a South Korean cluster The Competitive Advantage in Business, Capabilities and Strategy. What General Performance Factors are found in the Spanish Wine Industry? Geographical clustering and firm growth: Differential growth performance among clustered firms Resource configurations, product development capability, and competitive advantage: An empirical analysis of their evolution Coopetition in regional clusters: Keep calm and expect unexpected changes Creative clusters and the evolution of knowledge and skills: From industrial to creative glassmaking System dynamics approaches to energy policy modelling and simulation Co-evolutionary growth: A system dynamics model Combined effects of load dynamics and dependence clusters on cascading failures in network systems Managers’ activities within cultural and creative clusters: an essential element for cluster development in the Visegrád countries Industrial clusters in Russia: The development of special economic zones and industrial parks The impact of eco-innovation drivers on environmental performance: Empirical results from the green technology sector in Malaysia Dynamics simulation model for evaluating the investment in technological innovation in the capabilities of Colombia Software industries Regional competitiveness within the cluster's territory: Case of the Volga Federal District's chemical industry The Development of Industrial Symbiosis in Existing Contexts. Experiences From Three Italian Clusters Proactive international strategies of cluster SMEs A Decision Model to Predict the Optimal Size of the Diversified Management Industry from the View of Profit Maximization and Coordination of Industrial Scale A New Transshipment Policy in Cluster Supply Chains Based on System Dynamics The Competitive Advantage of Nations. Desarrollo de clústeres industriales: un enfoque de dinámica de sistemas / Development of industrial clusters: A system dynamics approach A Study on Logistics Cluster Competitiveness among Asia Main Countries using the Porter's Diamond Model System dynamics applied to closed loop supply chains of desktops and laptops in Brazil: A perspective for social inclusion of waste pickers Industrial Clusters in Biotechnology: Driving Forces, Development Processes and Management Practices Application of Nonparametric Model to Measure Productivity of Dairy Industry Cluster Performance implications of information-value offering in e-service systems: Examining the resource-based perspective and innovation strategy La gestión de calidad como innovación organizacional para la productividad en la empresa Aproximaciones a la validación en dinámica de sistemas Global connectivity and the evolution of industrial clusters: From tires to polymers in Northeast Ohio Benchmarking the competitiveness of the ASEAN 5 equity markets: An application of Porter’s diamond model The strategic factors shaping competitiveness for maritime clusters Knowledge connectivity: An agenda for innovation research in international business The role of innovative entrepreneurship within Colombian business cycle scenarios: A system dynamics approach Characteristic of Small Scale Food Industry Cluster in West Sumatera Strategic Modelling and Business Dynamics: A Feedback Systems Approach: Second Edition To the problem of dynamic modeling and management in an integrated environment of the industrial cluster Perfil innovador de la industria manufacturera colombiana. Caso del sector metalmecánico de Barranquilla System Dynamics perspectives and modeling opportunities for research in Operations Management Outline of Implemented Eco-innovation Activities – the Case of Clusters of South Eastern European Region Change and the Development of Entrepreneurial Networks over Time: A Processual Perspective The Impact of Regional Innovative Clusters on Competitiveness From Shallow Resource Pools to Emerging Clusters: The Role of Multinational Enterprise Subsidiaries in Peripheral Areas Defining Clusters of Related Industries Una Aproximación a los Indicadores de la Competitividad Local y Factores de la Producción Demystifying the Role of Culture in Innovative Regional Economies Spillover effect and determination of innovation time for industrial cluster Transition Towards Renewable Energy Supply—A System Dynamics Approach Scope and patterns of innovation cooperation in Spanish service enterprises General technological capabilities, product market fragmentation, and markets for technology Modeling Competitiveness Factors and Indexes for Construction Companies: Findings of Chile Some results from a system dynamics model of construction sector competitiveness The Effects between Technological Communities Interaction and Industrial Clustering on Innovation Activity: A Case of Hsinchu District The Geographic Sources of Innovation: Technological Infrastructure and Product Innovation in the United States Towards an Explanation of Regional Specialization and Industry Agglomeration The involvement of Japanese MNEs in the Indonesian automotive cluster Clusters and Economic Development OutcomesAn Analysis of the Link Between Clustering and Industry Growth Elucidating the industrial cluster effect from a system dynamics perspective Mejora de la competitividad en clusters y cadenas productivas en América Latina: El papel de las políticas A critical analysis of the photovoltaic power industry in China – From diamond model to gear model Industrial Dynamics: A Major Breakthrough for Decision Makers Competitiveness Model—A Double Diamond Clusters, industrial policy and firm strategy: A menu approach When do industries cluster? A methodology for the construction of dynamic capabilities in industrial networks: The role of border agents Industrial Dynamics Corporate and industry effects on business unit competitive position In Defense of System Dynamics: A Response to Professor Hayden Knowledge Flow and Inter-Firm Networks: The Influence of Network Resources, Spatial Proximity, and Firm Size Role of Interaction between Technological Communities and Industrial Clustering in Innovative Activity: The Case of Hsinchu District, Taiwan Competitive strategies and firm performance: Technological capabilities' moderating roles Evaluación de políticas públicas para la reducción de la criminalidad en Medellín: una aproximación con dinámica de sistemas Cluster Life Cycles – Dimensions and Rationales of Cluster Evolution The Effects of Innovative Capabilities and R&D Clustering on Firm Performance Interpreting the role of proximity on Industrial District competitiveness using a complexity science-based view and Systems Dynamics simulation A System Dynamics Model to Analyze Technology Districts' Evolution in a Knowledge-Based Perspective Evaluating industrial competitiveness at the office of technology assessment Growth of Industry Clusters and Innovation: Lessons from Beijing Zhongguancun Science Park How to Turn the Fate of Old Industrial Areas: A Comparison of Cluster-Based Renewal Processes in Styria and the Saarland How to do structural validity of a system dynamics type simulation model: The case of an energy policy model When do industries cluster?: A proposal on how to assess an industry’s propensity to concentrate at a single region or nation Upgrading in Global Value Chains: Lessons from Latin American Clusters La cooperación para la innovación de la empresa española desde una perspectiva internacional comparada The Economic Performance of Regions J. Morecroft, Strategic Modelling and Business Dynamics. A Feedback Systems Approach Strategies of Developing Deep Ocean Water Industry-Cluster and Value Network Views Performance Implications of Information-Value Offering in e-Service Systems: Examining the Resource-Based Perspective and Innovation Strategy Definición de Un Perfil Que Maximice La Capacidad Innovadora y Competitiva En Las Organizaciones. Caso de Aplicación: Sector Muebles Atlántico–Colombia The Development of Assessment of the Integral Coefficient of the Region's Competitiveness. Moscow State University of Food Production Industrial Clusters in Russia: The Development of Special Economic Zones and Industrial Parks How to Turn the Fate of Old Industrial Areas: A Comparison of Cluster-Based Renewal Processes in Styria and the Saarland Capacidades Dinámicas Para La Competitividad y La Innovación En El Siglo XXI |
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Ovallos, DavidMartínez- MarínPuello Pereira, Nataly del Rosario2021-01-25T19:02:51Z2021-01-25T19:02:51Z2020https://hdl.handle.net/11323/7762DOI: 10.3390/socsci9020012Corporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.co/This study makes a systemic review to cluster and create a competitiveness relationship considering a systems dynamics approach. A dynamic hypothesis was constructed to validate what factors increase a cluster’s level of competitiveness, through causal analysis. Then, the causal diagram that validates the dynamic H0 hypothesis was constructed in Vensim PLE systems®. Literature review shows the evolution of the cluster system according to the current needs of the market, and emphasizes the need for new approaches and models that capture the complexity and dynamics of this system, allowing the understanding of its structure and the evaluation of the contribution of factors and capabilities to cluster competitiveness. It highlights the usefulness of systems dynamics as a simulation methodology for dynamic and complex systems, and establishes itself as a growing line of research applied to various systems of study. Dynamic hypothesis H0 was validated using the causal diagram, reaching the conclusion that innovation, productive management, financial management, organizational management, commercial management, and cluster management factors positively increase the cluster competitiveness level. From structure analysis, the behavior is associated to the archetype “Path Dependence,” usual in growing industrial marketsOvallos, David-will be generated-orcid-0000-0003-0836-2287-600Martínez- MarínPuello Pereira, Nataly del Rosario-will be generated-orcid-0000-0002-9719-2322-600application/pdfengCorporación Universidad de la CostaAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2social scienceshttps://www.researchgate.net/publication/339109278_Cluster_Competitiveness_Modeling_An_Approach_with_Systems_DynamicsCompetitivenessclustersystem dynamicsdynamic hypothesisCluster competitiveness modeling: an approach with systems dynamicsArtículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/acceptedVersionSistemas regionales de innovación agroalimentarios de Colombia: un análisis factorial y de clúster para la industriaClusters, economic performance, and social cohesion: a system dynamics approachClúster y coo-petencia (cooperación y competencia) industrial: algunos elementos teóricos por considerarModelling manufacturing employees’ performance based on a system dynamics approachRevised Competitiveness Index for use in China: Translation and Rasch analysisIndustrial clusters and industrial ecology: Building ‘eco-collective efficiency’ in a South Korean clusterThe Competitive Advantage in Business, Capabilities and Strategy. What General Performance Factors are found in the Spanish Wine Industry?Geographical clustering and firm growth: Differential growth performance among clustered firmsResource configurations, product development capability, and competitive advantage: An empirical analysis of their evolutionCoopetition in regional clusters: Keep calm and expect unexpected changesCreative clusters and the evolution of knowledge and skills: From industrial to creative glassmakingSystem dynamics approaches to energy policy modelling and simulationCo-evolutionary growth: A system dynamics modelCombined effects of load dynamics and dependence clusters on cascading failures in network systemsManagers’ activities within cultural and creative clusters: an essential element for cluster development in the Visegrád countriesIndustrial clusters in Russia: The development of special economic zones and industrial parksThe impact of eco-innovation drivers on environmental performance: Empirical results from the green technology sector in MalaysiaDynamics simulation model for evaluating the investment in technological innovation in the capabilities of Colombia Software industriesRegional competitiveness within the cluster's territory: Case of the Volga Federal District's chemical industryThe Development of Industrial Symbiosis in Existing Contexts. Experiences From Three Italian ClustersProactive international strategies of cluster SMEsA Decision Model to Predict the Optimal Size of the Diversified Management Industry from the View of Profit Maximization and Coordination of Industrial ScaleA New Transshipment Policy in Cluster Supply Chains Based on System DynamicsThe Competitive Advantage of Nations.Desarrollo de clústeres industriales: un enfoque de dinámica de sistemas / Development of industrial clusters: A system dynamics approachA Study on Logistics Cluster Competitiveness among Asia Main Countries using the Porter's Diamond ModelSystem dynamics applied to closed loop supply chains of desktops and laptops in Brazil: A perspective for social inclusion of waste pickersIndustrial Clusters in Biotechnology: Driving Forces, Development Processes and Management PracticesApplication of Nonparametric Model to Measure Productivity of Dairy Industry ClusterPerformance implications of information-value offering in e-service systems: Examining the resource-based perspective and innovation strategyLa gestión de calidad como innovación organizacional para la productividad en la empresaAproximaciones a la validación en dinámica de sistemasGlobal connectivity and the evolution of industrial clusters: From tires to polymers in Northeast OhioBenchmarking the competitiveness of the ASEAN 5 equity markets: An application of Porter’s diamond modelThe strategic factors shaping competitiveness for maritime clustersKnowledge connectivity: An agenda for innovation research in international businessThe role of innovative entrepreneurship within Colombian business cycle scenarios: A system dynamics approachCharacteristic of Small Scale Food Industry Cluster in West SumateraStrategic Modelling and Business Dynamics: A Feedback Systems Approach: Second EditionTo the problem of dynamic modeling and management in an integrated environment of the industrial clusterPerfil innovador de la industria manufacturera colombiana. Caso del sector metalmecánico de BarranquillaSystem Dynamics perspectives and modeling opportunities for research in Operations ManagementOutline of Implemented Eco-innovation Activities – the Case of Clusters of South Eastern European RegionChange and the Development of Entrepreneurial Networks over Time: A Processual PerspectiveThe Impact of Regional Innovative Clusters on CompetitivenessFrom Shallow Resource Pools to Emerging Clusters: The Role of Multinational Enterprise Subsidiaries in Peripheral AreasDefining Clusters of Related IndustriesUna Aproximación a los Indicadores de la Competitividad Local y Factores de la ProducciónDemystifying the Role of Culture in Innovative Regional EconomiesSpillover effect and determination of innovation time for industrial clusterTransition Towards Renewable Energy Supply—A System Dynamics ApproachScope and patterns of innovation cooperation in Spanish service enterprisesGeneral technological capabilities, product market fragmentation, and markets for technologyModeling Competitiveness Factors and Indexes for Construction Companies: Findings of ChileSome results from a system dynamics model of construction sector competitivenessThe Effects between Technological Communities Interaction and Industrial Clustering on Innovation Activity: A Case of Hsinchu DistrictThe Geographic Sources of Innovation: Technological Infrastructure and Product Innovation in the United StatesTowards an Explanation of Regional Specialization and Industry AgglomerationThe involvement of Japanese MNEs in the Indonesian automotive clusterClusters and Economic Development OutcomesAn Analysis of the Link Between Clustering and Industry GrowthElucidating the industrial cluster effect from a system dynamics perspectiveMejora de la competitividad en clusters y cadenas productivas en América Latina: El papel de las políticasA critical analysis of the photovoltaic power industry in China – From diamond model to gear modelIndustrial Dynamics: A Major Breakthrough for Decision MakersCompetitiveness Model—A Double DiamondClusters, industrial policy and firm strategy: A menu approachWhen do industries cluster?A methodology for the construction of dynamic capabilities in industrial networks: The role of border agentsIndustrial DynamicsCorporate and industry effects on business unit competitive positionIn Defense of System Dynamics: A Response to Professor HaydenKnowledge Flow and Inter-Firm Networks: The Influence of Network Resources, Spatial Proximity, and Firm SizeRole of Interaction between Technological Communities and Industrial Clustering in Innovative Activity: The Case of Hsinchu District, TaiwanCompetitive strategies and firm performance: Technological capabilities' moderating rolesEvaluación de políticas públicas para la reducción de la criminalidad en Medellín: una aproximación con dinámica de sistemasCluster Life Cycles – Dimensions and Rationales of Cluster EvolutionThe Effects of Innovative Capabilities and R&D Clustering on Firm PerformanceInterpreting the role of proximity on Industrial District competitiveness using a complexity science-based view and Systems Dynamics simulationA System Dynamics Model to Analyze Technology Districts' Evolution in a Knowledge-Based PerspectiveEvaluating industrial competitiveness at the office of technology assessmentGrowth of Industry Clusters and Innovation: Lessons from Beijing Zhongguancun Science ParkHow to Turn the Fate of Old Industrial Areas: A Comparison of Cluster-Based Renewal Processes in Styria and the SaarlandHow to do structural validity of a system dynamics type simulation model: The case of an energy policy modelWhen do industries cluster?: A proposal on how to assess an industry’s propensity to concentrate at a single region or nationUpgrading in Global Value Chains: Lessons from Latin American ClustersLa cooperación para la innovación de la empresa española desde una perspectiva internacional comparadaThe Economic Performance of RegionsJ. Morecroft, Strategic Modelling and Business Dynamics. A Feedback Systems ApproachStrategies of Developing Deep Ocean Water Industry-Cluster and Value Network ViewsPerformance Implications of Information-Value Offering in e-Service Systems: Examining the Resource-Based Perspective and Innovation StrategyDefinición de Un Perfil Que Maximice La Capacidad Innovadora y Competitiva En Las Organizaciones. Caso de Aplicación: Sector Muebles Atlántico–ColombiaThe Development of Assessment of the Integral Coefficient of the Region's Competitiveness. Moscow State University of Food ProductionIndustrial Clusters in Russia: The Development of Special Economic Zones and Industrial ParksHow to Turn the Fate of Old Industrial Areas: A Comparison of Cluster-Based Renewal Processes in Styria and the SaarlandCapacidades Dinámicas Para La Competitividad y La Innovación En El Siglo XXIPublicationLICENSElicense.txtlicense.txttext/plain; charset=utf-83196https://repositorio.cuc.edu.co/bitstreams/7489ba1d-8b1c-48aa-ba88-7cc080757914/downloade30e9215131d99561d40d6b0abbe9badMD53ORIGINALCluster competitiveness modeling an approach with systems dynamics.pdfCluster competitiveness modeling an approach with systems dynamics.pdfapplication/pdf98540https://repositorio.cuc.edu.co/bitstreams/06d8be62-062f-48b1-9820-9138739c93b2/downloadb7eada9a15533dc3662d8059463389eeMD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; 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