Assessment and improvement of integrated HSE and macroergonomics factors by fuzzy cognitive maps: The case of a large gas refinery

S. M. Asadzadeh, A. Azadeh, Ashkan Negahban, A. Sotoudeh

Research output: Contribution to journalArticle

18 Citations (Scopus)

Abstract

This study analyzes and assesses the integrated health, safety, environment (HSE) and ergonomics (HSEE) factors by fuzzy cognitive maps (FCM) approach. This is achieved through integrating ergonomic and macro-ergonomic as well as occupational health and safety arrangements in an integrated modeling for assessment of their multi-faceted impact on workers' productivity, injury rate and satisfaction. This paper uses FCM to assess the direct and indirect effects of HSEE factors on system performance indicators. The results of FCM are used to develop leading indicators useful for proactive management of productivity, injury rate, and job satisfaction. The result of a comprehensive survey of 37 experts in control rooms and maintenance activities in a large gas refinery is used to show the applicability and usefulness of FCM approach. Moreover, FCM results are used to determine the causal structure of HSEE factors and system performance indicators. It is concluded that macro-ergonomics factors such as instructions and education, familiarity with organization's rules, and proper communications most contribute to improve workers' safety, satisfaction, and productivity.

Original languageEnglish (US)
Pages (from-to)1015-1026
Number of pages12
JournalJournal of Loss Prevention in the Process Industries
Volume26
Issue number6
DOIs
StatePublished - Jan 1 2013

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ergonomics
Human Engineering
Ergonomics
Gases
Health
gases
Safety
occupational health and safety
Productivity
Occupational Health
Efficiency
Macros
job satisfaction
Job satisfaction
Job Satisfaction
Wounds and Injuries
communication (human)
Factors
Fuzzy cognitive maps
Refinery

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Food Science
  • Chemical Engineering(all)
  • Safety, Risk, Reliability and Quality
  • Energy Engineering and Power Technology
  • Management Science and Operations Research
  • Industrial and Manufacturing Engineering

Cite this

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Assessment and improvement of integrated HSE and macroergonomics factors by fuzzy cognitive maps : The case of a large gas refinery. / Asadzadeh, S. M.; Azadeh, A.; Negahban, Ashkan; Sotoudeh, A.

In: Journal of Loss Prevention in the Process Industries, Vol. 26, No. 6, 01.01.2013, p. 1015-1026.

Research output: Contribution to journalArticle

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