This study explores a semi-supervised classification approach using random forest as a base classifier to classify the low-back disorders (LBDs) risk associated with the industrial jobs. Semi-supervised classification approach uses unlabeled data together with the small number of labelled data to create a better classifier. The results obtained by the proposed approach are compared with those o...

OBJECTIVES The objective of the study was to examine whether the association of physical workload with musculoskeletal disorders might explain occupational social class inequalities in self-rated health. METHODS Participants of the study were 40-60 years old employees of the City of Helsinki. The data (n = 3740) were derived from several sources, including mail survey designed by the research...

This review summarizes the knowledge regarding ergonomics and musculoskeletal disorders and the association with computer work. Amodel of musculoskeletal disorders and computer work is proposed and the evidence and implications of the model together with issues for future research is discussed. The model emphasizes the associations between work organization, psychosocial factors and mental stre...

This review summarizes the knowledge regarding ergonomics and musculoskeletal disorders and the association with computer work. Amodel of musculoskeletal disorders and computer work is proposed and the evidence and implications of the model together with issues for future research is discussed. The model emphasizes the associations between work organization, psychosocial factors and mental stre...

Background: Musculoskeletal disorder (MSD) is one of the important problems concerning the staffschr('39') health and productivity in the workplace. Nutritional status and consumption of some foods are also among the determining factors of MSD. So, this study aimed to evaluate the correlation of diet and consumed food groups with MSD. Methods: This cross-sectional study was conducted on 100 of...

Dalam kegiatan produksi tidak terlepas dari operator, dalam interaksi antara manusia dan mesin tersebut membutuhkan postur tubuh yang baik agar produk dikeluarkan lebih optimal. Sering kali para pekerja mengalami nyeri otot saat melakukan pekerjaan terutama pada bagian leher punggung, hal dikarenakan oleh kerja ergonomi sehingga berakibat tingginya terjadi risiko cedera musculoskeletal disorder...

Temporomandibular pain has a musculoskeletal origin because it occurs as a consequence of masticatory muscle function disorder and temporomandibular joint disorder. Most common diagnoses of disorders are disc displacement and osteoarthritis, but their comorbidity can also occur. Pain is the most common symptom, where chronic temporomandibular pain may con- tribute to the occurrence of psycholog...

Background: Garment factories in India contribute to the economic growth and it is the second largest sector for employment. Many unskilled laborers from rural location work in this sector. The common jobs handled by them are sewing, ironing, packing and lifting heavy loads which are monotonous, continuous and prolonged. Working for a long period of time without rest, absence of personal protec...