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Articles

A model for predicting the risk of musculoskeletal disorders among computer professionals

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References

  • Occupational Safety and Health Administration (OSHA). Ergonomics [Internet]. Washington (DC): OSHA; [cited 2016 Sep 20]. Available from: https://www.osha.gov/SLTC/ergonomics
  • Wærsted M, Hanvold TN, Veiersted KB. Computer work and musculoskeletal disorders of the neck and upper extremity: a systematic review. BMC Musculoskelet Disord. 2010;11(1):79. doi:doi: 10.1186/1471-2474-11-79
  • Zakerian SA, Subramaniam ID. The relationship between psychosocial work factors, work stress and computer-related musculoskeletal discomforts among computer users in Malaysia. Int J Occup Saf Ergon. 2009;15(4):425–434. doi:doi: 10.1080/10803548.2009.11076822
  • Gerr F, Marcus M, Monteilh C. Epidemiology of musculoskeletal disorders among computer users: lesson learned from the role of posture and keyboard use. J Electromyogr Kinesiol. 2004;14(1):25–31. doi: 10.1016/j.jelekin.2003.09.014
  • Hünting W, Laübli T, Grandjean E. Postural and visual loads at VDT workplaces I. Constrained postures. Ergonomics. 1981;24(12):917–931. doi:doi: 10.1080/00140138108924914
  • Blatter BM, Bongers PM. Duration of computer use and mouse use in relation to musculoskeletal disorders of neck or upper limb. Int J Ind Ergon. 2002;30:295–306. doi:doi: 10.1016/S0169-8141(02)00132-4
  • Piranveyseh P, Motamedzade M, Osatuke K, et al. Association between psychosocial, organizational and personal factors and prevalence of musculoskeletal disorders in office workers. Int J Occup Saf Ergon. 2016;22(2):267–273. doi:doi: 10.1080/10803548.2015.1135568
  • Moom RK, Sing LP, Moom N. Prevalence of musculoskeletal disorder among computer bank office employees in Punjab (India): a case study. Procedia Manuf. 2015;3:6624–6631. doi:doi: 10.1016/j.promfg.2015.11.002
  • Sauter SL, Gottlieb MS, Jones KC, et al. Job and health implications of VDT use: initial results of the Wisconsin-NIOSH study. Assoc Comput Mach. 1983;26(4):284–294.
  • Marcus M, Gerr F, Monteilh C, et al. A prospective study of computer users: II. Postural risk factors for musculoskeletal symptoms and disorders. Am J Ind Med. 2002;41(4):236–249. doi:doi: 10.1002/ajim.10067
  • Thanathornwong B, Suebnukarn S, Ouivirach K. A system for predicting musculoskeletal disorders among dental students. Int J Occup Saf Ergon. 2014;20(3):463–475. doi:doi: 10.1080/10803548.2014.11077063
  • Kuorinka I, Jonsson B, Kilbom A, et al. Standardised Nordic questionnaires for the analysis of musculoskeletal symptoms. Appl Ergon. 1987;18(3):233–237. doi:doi: 10.1016/0003-6870(87)90010-X
  • Habibi E, Mohammadi Z, Sartang AG. Ergonomic assessment of musculoskeletal disorders risk among the computer users by rapid upper limb assessment method. Int J Environ Health Eng. 2016;5(1):5–8. doi:doi: 10.4103/2277-9183.179204
  • Rahman MNA, Mohammad SS. Review on pen-and-paper-based observational methods for assessing ergonomic risk factors of computer work. Work. 2017;57(1):1–9. doi: 10.3233/WOR-172545
  • Kee D, Karwowski W. A comparison of three observational techniques for assessing postural loads in industry. Int J Occup Saf Ergon. 2007;13(1):3–14. doi:doi: 10.1080/10803548.2007.11076704
  • McAtamney L, Nigel Corlett E. RULA: a survey method for the investigation of world-related upper limb disorders. Appl Ergon. 1993;24(2):91–99. doi: 10.1016/0003-6870(93)90080-S
  • Roman-Liu D, Groborz A, Tokarski T. Comparison of risk assessment procedures used in OCRA and ULRA methods. Ergonomics. 2013;56(10):1584–1598. doi:doi: 10.1080/00140139.2013.829923
  • Occhipinti E. OCRA: a concise index for the assessment of exposure to repetitive movements of the upper limbs. Ergonomics. 1998;41(9):1290–1311. doi: 10.1080/001401398186315
  • Thetkathuek A, Meepradit P, Jaidee W. Factors affecting the musculoskeletal disorders of workers in the frozen food manufacturing factories in Thailand. Int J Occup Saf Ergon. 2016;22(1):49–56. doi:doi: 10.1080/10803548.2015.1117353
  • Sharan D, Ajeesh PS. Correlation of ergonomic risk factors with RULA in IT professionals from India. Work. 2012;41 Suppl 1:512–515.
  • Kaliniene G, Ustinaviciene R, Skemiene L, et al. Associations between musculoskeletal pain and work-related factors among public service sector computer workers in Kaunas County, Lithuania. BMC Musculoskelet Disord. 2016;17(1):1–12. doi:doi: 10.1186/s12891-016-1281-7
  • Soni J, Ansari U, Sharma D, et al. Predictive data mining for medical diagnosis: an overview of heart disease prediction. Int J Comput Appl. 2011;17(8):43–48.
  • Jyoti K. An analysis of heart disease prediction using different data mining techniques. Int J Eng Res Technol. 2012;1(8):1–4.
  • Dangare CS, Apte SS. Improved study of heart disease prediction system using data mining classification techniques. Int J Comput Appl. 2012;47(10):44–48.
  • Krishnaiah V, Narsimha G, Chandra NS. Diagnosis of lung cancer prediction system using data mining classification techniques. Int J Comput Sci Inf Technol. 2013;4(1):39–45.
  • Binoosh SA, Mohan GM, Ashok P, et al. Virtual postural assessment of an assembly work in a small scale submersible pump manufacturing industry. Work. 2017;58(4):567–578. doi:doi: 10.3233/WOR-172635
  • Popov G, Lyon BK, Hollcroft B. Risk assessment: a practical guide to assessing operational risks. Hoboken (NJ): Wiley; 2016.
  • Kroemer K. Ergonomic design for material handling systems. Boca Raton (FL): CRC Press; 1997.
  • Raghunathan R, Maiti J, Samanta B. Application of the cube model for biomechanical exposure assessment of combined manual material handling tasks in a manufacturing plant in India. IIE Trans Occup Ergon Hum Factors. 2014;2(1):37–41.
  • Woods V. Musculoskeletal disorders and visual strain in intensive data processing workers. Occup Med (Lond). 2005;55:121–127. doi:doi: 10.1093/occmed/kqi029
  • Amin MR, Hossain SM, Eusufzai SZ, et al. The prevalence of computer related musculoskeletal disorders among bankers of Dhaka city. Chattagram Maa-O-Shishu Hosp Med Coll J. 2016;15(1):40–44. doi: 10.3329/cmoshmcj.v15i1.28761
  • Bergqvist U, Wolgast E, Nilsson B, et al. The influence of VDT work on musculoskeletal disorders. Ergonomics. 1995;38(4):754–762. doi:doi: 10.1080/00140139508925147
  • Hamilton AG, Jacobs K, Orsmond G. The prevalence of computer-related musculoskeletal complaints in female college students. Work. 2005;24(4):387–94.
  • Park B-C, Cheong H-K, Kim E-A, et al. Risk factors of work-related upper extremity musculoskeletal disorders in male shipyard workers: structural equation model analysis. Saf Health Work. 2010;1(2):124–133. doi:doi: 10.5491/SHAW.2010.1.2.124
  • Gerr F, Monteilh CP, Marcus M. Keyboard use and musculoskeletal outcomes among computer users. J Occup Rehabil. 2006;16(3):259–271. doi:doi: 10.1007/s10926-006-9037-0
  • Hannan LM, Monteilh CP, Gerr F, et al. Job strain and risk of musculoskeletal symptoms among a prospective cohort of occupational computer users. Scand J Work Env Heal. 2005;31(5):375–386. doi:doi: 10.5271/sjweh.921
  • Khalilia M, Chakraborty S, Popescu M. Predicting disease risks from highly imbalanced data using random forest. BMC Med Inform Decis Mak. 2011;11(1):16. doi:doi: 10.1186/1472-6947-11-51
  • Maroco J, Silva D, Rodrigues A, et al. Data mining methods in the prediction of dementia: a real-data comparison of the accuracy, sensitivity and specificity of linear discriminant analysis, logistic regression, neural networks, support vector machines, classification trees and random forests. BMC Res Notes. 2011;4(1):299. doi:doi: 10.1186/1756-0500-4-299
  • Rajkumar A, Reena GS. Diagnosis of heart disease using datamining algorithm. Glob J Comput Sci Technol. 2010;10(10):38–43.
  • Palaniappan S, Awang R. Intelligent heart disease prediction system using data mining techniques. In: Proceedings of the IEEE/ACS International Conference on Computer Systems and Applications; 2008 Mar 31–Apr 4; Doha, Qatar. Piscataway (NJ): IEEE; 2008. p. 108–115.

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