A hybrid decision-making framework to manage occupational stress in project-based organizations

被引:0
作者
Zeinab Sazvar
Sina Nayeri
Reza Mirbagheri
Mehrab Tanhaeean
Alireza Fallahpour
Kuan Yew Wong
机构
[1] University of Tehran,School of Industrial Engineering, College of Engineering
[2] University of Tehran,Department of Management, Faculty of Management
[3] Universiti Teknologi Malaysia,School of Mechanical Engineering
来源
Soft Computing | 2022年 / 26卷
关键词
Occupational stress; Best worst method; Project-based organization; Fuzzy inference system;
D O I
暂无
中图分类号
学科分类号
摘要
According to recent studies in the field of human resource management (HRM), especially in project-based organizations (PBOs), stress is recognized as a factor that has a paramount significance on the performance of staff. Previous studies in organizational stress management have mainly focused on identifying job stressors and their effects on organizations. Contrary to the previous studies, this paper aims to propose a comprehensive decision-support system that includes identifying stressors, assessing organizational stress levels, and providing solutions to improve the performance of the organization. A questionnaire is designed and distributed among 170 senior managers of a major project-based organization in the field of the energy industry in Iran to determine organizational stressors. Based on the questionnaire results and considering the best worst method (BWM) as an approach to determine the weighting vector, the importance degree of each stressor is calculated. In the next stage, a decision-support model is developed to assess the stress level of a PBO through fuzzy inference systems (FIS). Some main advantages of the proposed hybrid decision-support model include (i) achieving high-reliable results by not-so-time-consuming computational volume and (ii) maintaining flexibility in adding new criteria to assess the occupational stress levels in PBOs. Based on the obtained results, six organizational stressors, including job incongruity, poor organizational structure, poor project environment, work overload, poor job promotion, and type A behavior, are identified. It is also found that the level of organizational stress is not ideal. Finally, some main recommendations are proposed to manage occupational stresses at the optimum level in the considered sector.
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页码:12445 / 12460
页数:15
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  • [1] Aitken A(2007)Coping with stress: Dispositional coping strategies of project managers Int J Project Manage 25 666-673
  • [2] Crawford L(2021)Extension of TOPSIS model to the decision-making under complex spherical fuzzy information Soft Comput 25 10771-10795
  • [3] Akram M(2021)A new decision-making model using complex intuitionistic fuzzy Hamacher aggregation operators Soft Comput 25 7059-7086
  • [4] Kahraman C(2021)Group decision-making framework under linguistic q-rung orthopair fuzzy Einstein models Soft Comput 25 10309-10334
  • [5] Zahid K(2021)The green-agile supplier selection problem for the medical devices: a hybrid fuzzy decision-making approach Environ Sci Pollut Res 29 6793-6811
  • [6] Akram M(2019)The effect of kernel values in support vector machine to forecasting performance of financial time series J Cognit Syst 4 17-21
  • [7] Peng X(2017)Textile supplier selection in sustainable supply chain using a modular fuzzy inference system model J Text Inst 108 1250-1258
  • [8] Sattar A(2012)Sustainable supplier selection: a ranking model based on fuzzy inference system Appl Soft Comput 12 1668-1677
  • [9] Akram M(2018)Multi-criteria decision analysis of occupational stress among healthcare professionals in Nigeria Prog Health Sci 8 113-125
  • [10] Naz S(2020)A hybrid fuzzy decision-making approach to select the best online-taxis business Adv Ind Eng 54 99-120