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Fuzzy Logic Modeling of Factors Affecting Musculoskeletal Disorders in a Steel Factory in Iran: A Cross-Sectional Study
- Source :
- Journal of manipulative and physiological therapeutics. 44(3)
- Publication Year :
- 2019
-
Abstract
- The aim of this study was to model associated factors affecting musculoskeletal disorders (MSDs), using fuzzy logic in a steel factory in Iran.A cross-sectional study was conducted on steel industry workers. A 6-part questionnaire was used, consisting of demographic characteristics, occupational stress, work-family conflict, general health, occupational postures, and Nordic Musculoskeletal Questionnaire. Pearson correlation was used for statistical analysis.The prevalence of MSDs for 270 participants in the studied factory was 94.8%. Job stress, work-family conflict, general health, and work posture had a statistically significant relationship with MSDs (P.05). The fuzzy model demonstrated 23.8% predictability for the actual data of the study. The defuzzification data had significant correlation with real data of MSDs.The results of this study provided a new perspective about associated factors affecting MSDs and demonstrate that fuzzy logic can be used as a possible tool for evaluating MSDs.
- Subjects :
- Adult
Male
Cross-sectional study
Work–family conflict
Posture
Iran
Fuzzy logic
03 medical and health sciences
0302 clinical medicine
Fuzzy Logic
Risk Factors
Environmental health
Surveys and Questionnaires
Prevalence
Medicine
Humans
Industry
Statistical analysis
Musculoskeletal Diseases
Pain Measurement
030222 orthopedics
Job stress
business.industry
Middle Aged
Occupational Diseases
Cross-Sectional Studies
Steel
Factory (object-oriented programming)
Chiropractics
General health
Occupational stress
business
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 15326586
- Volume :
- 44
- Issue :
- 3
- Database :
- OpenAIRE
- Journal :
- Journal of manipulative and physiological therapeutics
- Accession number :
- edsair.doi.dedup.....f7fa5da718ef2feb443fea9f2c0597ce