Expert system application for prioritizing preventive actions for shift work: shift expert
Küçük Resim Yok
Tarih
2019
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Taylor and Francis Ltd.
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Introduction. Shift patterns, work hours, work arrangements and worker motivations have increasingly become key factors for job performance. The main objective of this article is to design an expert system that identifies the negative effects of shift work and prioritizes mitigation efforts according to their importance in preventing these negative effects. The proposed expert system will be referred to as the shift expert. Methods. A thorough literature review is conducted to determine the effects of shift work on workers. Our work indicates that shift work is linked to demographic variables, sleepiness and fatigue, health and well-being, and social and domestic conditions. These parameters constitute the sections of a questionnaire designed to focus on 26 important issues related to shift work. The shift expert is then constructed to provide prevention advice at the individual and organizational levels, and it prioritizes this advice using a fuzzy analytic hierarchy process model, which considers comparison matrices provided by users during the prioritization process. An empirical study of 61 workers working on three rotating shifts is performed. After administering the questionnaires, the collected data are analyzed statistically, and then the shift expert produces individual and organizational recommendations for these workers. © 2017, © 2017 Central Institute for Labour Protection–National Research Institute (CIOP-PIB).
Açıklama
Anahtar Kelimeler
ergonomics, expert system, fuzzy analytic hierarchy process, shift work, adult, aged, circadian rhythm sleep disorder, expert system, fatigue, female, fuzzy logic, human, male, middle aged, occupational health, questionnaire, sleep, turkey (bird), work schedule, Adult, Aged, Expert Systems, Fatigue, Female, Fuzzy Logic, Humans, Male, Middle Aged, Occupational Health, Sleep, Sleep Disorders, Circadian Rhythm, Surveys and Questionnaires, Turkey, Work Schedule Tolerance, ergonomics, expert system, fuzzy analytic hierarchy process, shift work, adult, aged, circadian rhythm sleep disorder, expert system, fatigue, female, fuzzy logic, human, male, middle aged, occupational health, questionnaire, sleep, turkey (bird), work schedule, Adult, Aged, Expert Systems, Fatigue, Female, Fuzzy Logic, Humans, Male, Middle Aged, Occupational Health, Sleep, Sleep Disorders, Circadian Rhythm, Surveys and Questionnaires, Turkey, Work Schedule Tolerance
Kaynak
International Journal of Occupational Safety and Ergonomics
WoS Q Değeri
Q3
Scopus Q Değeri
Q2
Cilt
25
Sayı
1
