SIMULATION MODEL OF LABOUR FORCE FOR THE MANUFACTURING COMPANY BASED ON SYSTEM DYNAMICS

The article presents the methodology of constructing a simulation model of the labour force for a manufacturing company based on the System Dynamics method. The research presented in the article was conducted in three manufacturing companies in Poland. Initially, the key mental model variables of th...

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Main Authors: Małgorzata BARAN, Justyna STECKO
Format: Article
Language:English
Published: Publishing House of Rzeszow University of Technology 2016-05-01
Series:Modern Management Review
Subjects:
Online Access:http://doi.prz.edu.pl/pl/pdf/zim/202
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spelling doaj-ea99bc527fb648159427267d11190dc02020-11-25T03:10:10ZengPublishing House of Rzeszow University of TechnologyModern Management Review2300-63662353-07582016-05-01XX410.7862/rz.2015.mmr.50SIMULATION MODEL OF LABOUR FORCE FOR THE MANUFACTURING COMPANY BASED ON SYSTEM DYNAMICSMałgorzata BARAN0Justyna STECKO1independent researcherDepartment of Humanities, Faculty of Management, Rzeszow University of TechnologyThe article presents the methodology of constructing a simulation model of the labour force for a manufacturing company based on the System Dynamics method. The research presented in the article was conducted in three manufacturing companies in Poland. Initially, the key mental model variables of the labour force system were defined. The process of defining the variables was supported by the management as well as by the people directly linked to the labour force management in the manufacturing companies researched. The next step was to combine the variables into a cause - effect diagram, which reflected direct and indirect relationships between particular variables and which allowed to discover some sorts of feedback loops in the system. Next, the cause-effect diagram was converted into a simulation model. To that aim the simulation software, Vensim® was used. After that, validation of the simulation model was conducted using the following methods: assessing the correctness of the boundary of modelling, adequacy of the model structure and adopted values (constants) compared with available knowledge about the modelled system, testing the accuracy and consistency of the units of variables adopted in the model and testing the model behaviour in extreme conditions. The conducted tests confirmed the correctness of the constructed model. Finally, simulation of the model was conducted for the manufacturing companies researched, the results obtained were discussed and final conclusions were formulated. The article finishes with general indications of the direction of the usage of the simulation model presented.http://doi.prz.edu.pl/pl/pdf/zim/202simulation modelling, system dynamics, labour force, manufacturing company
collection DOAJ
language English
format Article
sources DOAJ
author Małgorzata BARAN
Justyna STECKO
spellingShingle Małgorzata BARAN
Justyna STECKO
SIMULATION MODEL OF LABOUR FORCE FOR THE MANUFACTURING COMPANY BASED ON SYSTEM DYNAMICS
Modern Management Review
simulation modelling, system dynamics, labour force, manufacturing company
author_facet Małgorzata BARAN
Justyna STECKO
author_sort Małgorzata BARAN
title SIMULATION MODEL OF LABOUR FORCE FOR THE MANUFACTURING COMPANY BASED ON SYSTEM DYNAMICS
title_short SIMULATION MODEL OF LABOUR FORCE FOR THE MANUFACTURING COMPANY BASED ON SYSTEM DYNAMICS
title_full SIMULATION MODEL OF LABOUR FORCE FOR THE MANUFACTURING COMPANY BASED ON SYSTEM DYNAMICS
title_fullStr SIMULATION MODEL OF LABOUR FORCE FOR THE MANUFACTURING COMPANY BASED ON SYSTEM DYNAMICS
title_full_unstemmed SIMULATION MODEL OF LABOUR FORCE FOR THE MANUFACTURING COMPANY BASED ON SYSTEM DYNAMICS
title_sort simulation model of labour force for the manufacturing company based on system dynamics
publisher Publishing House of Rzeszow University of Technology
series Modern Management Review
issn 2300-6366
2353-0758
publishDate 2016-05-01
description The article presents the methodology of constructing a simulation model of the labour force for a manufacturing company based on the System Dynamics method. The research presented in the article was conducted in three manufacturing companies in Poland. Initially, the key mental model variables of the labour force system were defined. The process of defining the variables was supported by the management as well as by the people directly linked to the labour force management in the manufacturing companies researched. The next step was to combine the variables into a cause - effect diagram, which reflected direct and indirect relationships between particular variables and which allowed to discover some sorts of feedback loops in the system. Next, the cause-effect diagram was converted into a simulation model. To that aim the simulation software, Vensim® was used. After that, validation of the simulation model was conducted using the following methods: assessing the correctness of the boundary of modelling, adequacy of the model structure and adopted values (constants) compared with available knowledge about the modelled system, testing the accuracy and consistency of the units of variables adopted in the model and testing the model behaviour in extreme conditions. The conducted tests confirmed the correctness of the constructed model. Finally, simulation of the model was conducted for the manufacturing companies researched, the results obtained were discussed and final conclusions were formulated. The article finishes with general indications of the direction of the usage of the simulation model presented.
topic simulation modelling, system dynamics, labour force, manufacturing company
url http://doi.prz.edu.pl/pl/pdf/zim/202
work_keys_str_mv AT małgorzatabaran simulationmodeloflabourforceforthemanufacturingcompanybasedonsystemdynamics
AT justynastecko simulationmodeloflabourforceforthemanufacturingcompanybasedonsystemdynamics
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