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Modeling employees behavior in workplace dynamics
Institution:1. Institute of Tropical Agriculture and Food Security (ITAFOS), Faculty of Agriculture, University Putra Malaysia, Malaysia;2. Department of Veterinary Clinical Studies, Faculty of Veterinary Medicine, University Putra Malaysia, Malaysia;3. School of Life and Environmental Sciences, The University of Sydney, Camden, Australia;1. MOE Key Laboratory for Urban Transportation Complex Systems Theory and Technology, Beijing Jiaotong University, Beijing 100044, China;2. School of Traffic and Transportation, Beijing Jiaotong University, Beijing 100044, China;3. Faculty of Computer Science, Chengdu Normal University, Chengdu 611130, China;4. College of Information Science and Technology, Chengdu University, Chengdu 610106, China;1. College of Science Technology, China Three Gorges University, Yichang, Hubei 443002, PR China;2. College of Mathematics and Econometrics, Hunan University, Changsha, Hunan 410082, PR China;3. College of Mechanical and Power Engineering, China Three Gorges University, Yichang, Hubei 443002, PR China;1. Institute of Computational Modelling SB RAS, Krasnoyarsk, Akademgorodok 50/44, Russia;2. Siberian Federal University, Math&Inf Department, Russia;1. Universidade Estadual de Mato Grosso do Sul, Brazil;2. Universidade Federal do ABC, Brazil
Abstract:During the past years, Cellular Automata (CAs) have been extensively used for modeling of many complex systems and processes with great success. In this paper, we study a Cellular Automaton (CA) model for the influence of employees’ behavior in a parameterized workplace environment taking into account different behavioral characteristics. In specific, we model employees’ interactions based on their influence radius, the degree of their willingness on adaption of organizational norms and the employee's attitude in general in the under study workplace. The proposed CA model is taking into account employee loyalty, a combined statistic of the employee behavior and her/his insistence and company policies applied to the employees so as to restrain unwanted or impose desirable behavioral patterns in correspondence to the organization norms. Conclusively, the CA model facilitates the presentation and simulation of a workplace with a variety of employee behavioral characteristics and under adaptable company policies. Different workplaces were used to illustrate the simulation of employee behavior with CA model. As a result, the proposed model was practically used on two levels, firstly to estimate the workplace robustness and secondly to illustrate workspace dynamics. Finally, the CA model has been utilized to simulate behavioral patterns at a small enterprise in Greece. In specific, based on the employees answers to detailed surveys the CA model was initialized and then applied to describe the behavioral traits of the under study company employees. Finally, the proposed model, in all the examined cases can be utilized in conjunction with applied employee management techniques to facilitate managerial decisions and forecast the impact of employee behavioral changes and company decisions.
Keywords:Cellular Automata  Modeling  Employees behavior  Workplace  Complex systems
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