Comparison of the observer, single-frame video and computer vision hand activity levels

References

• Akkas, O., D.P. Azari, C-H. Chen, Y.H. Hu, S.S. Ulin, T.J. Armstrong, D. Rempel, and R.G. Radwin. 2015. “A Hand Speed and Duty Cycle Equation for Estimating the ACGIH Hand Activity Level Rating.” Ergonomics 58 (2): 184–194. doi:10.1080/00140139.2014.966155.
   PubMed Web of Science ®Google Scholar
• Akkas, O., C.H. Lee, Y.H. Hu, C. Harris-Adamson, D. Rempel, and R.G. Radwin. 2017. “Measuring Exertion Time and Duty Cycle and Hand Activity Level for Industrial Tasks Using Computer Vision.” Ergonomics 60 (12): 1730–1738. doi:10.1080/00140139.2017.1346208.
   PubMed Web of Science ®Google Scholar
• Akkas, O., C.H. Lee, Y.H. Hu, T.Y. Yen, and R.G. Radwin. 2016. “Measuring Elemental Time and Duty Cycle Using Automated Video Processing.” Ergonomics 59 (11): 1514–1525. doi:10.1080/00140139.2016.1146347.
   PubMed Web of Science ®Google Scholar
• American Conference of Governmental Industrial Hygienists (ACGIH). 2021. Threshold Limit Values for Chemical Substances and Physical Agents & Biological Exposure Indices. Cincinnati, OH: ACGIH.
   Google Scholar
• Bao, S., N. Howard, P. Spielholz, and B. Silverstein. 2006. “Quantifying Repetitive Hand Activity for Epidemiological Research on Musculoskeletal disorders-Part II: Comparison of Different Methods of Measuring Force Level and Repetitiveness.” Ergonomics 49 (4): 381–392. doi:10.1080/00140130600555938.
   PubMed Web of Science ®Google Scholar
• Bao, S., P. Spielholz, N. Howard, and B. Silverstein. 2006. “Quantifying Repetitive Hand Activity for Epidemiological Research on Musculoskeletal Disorders–Part I: Individual Exposure Assessment.” Ergonomics 49 (4): 361–380. doi:10.1080/00140130500520214.
   PubMed Web of Science ®Google Scholar
• Bao, S., P. Spielholz, N. Howard, and B. Silverstein. 2009. “Application of the Strain Index in multiple task jobs.” Applied Ergonomics 40(1): 56–68.
   Google Scholar
• Bao, Stephen S., Jay M. Kapellusch, Arun Garg, Barbara A. Silverstein, Carisa Harris-Adamson, Susan E. Burt, Ann Marie Dale, Bradley A. Evanoff, Frederic E. Gerr, Kurt T. Hegmann, Linda A. Merlino, Matthew S. Thiese, and David M. Rempel. 2015. “Developing a Pooled Job Physical Exposure Data Set from Multiple Independent Studies: An Example of a Consortium Study of Carpal Tunnel Syndrome.” Occupational and Environmental Medicine 72 (2): 130–137.
   PubMed Web of Science ®Google Scholar
• Bao, Stephen S., Jay M. Kapellusch, Andrew S. Merryweather, Matthew S. Thiese, Arun Garg, Kurt T. Hegmann, Barbara A. Silverstein, Jennifer L. Marcum, and Ruoliang Tang. 2016. “Impact of Work Organizational Factors on Carpal Tunnel Syndrome and Epicondylitis.” Journal of Occupational and Environmental Medicine 58 (8): 760–764.
   PubMed Web of Science ®Google Scholar
• Burt, S., K. Crombie, Y. Jin, S. Wurzelbacher, J. Ramsey, and J. Deddens. 2011. “Workplace and Individual Risk Factors for Carpal Tunnel Syndrome.” Occupational and Environmental Medicine 68 (12): 928–933.
   PubMed Web of Science ®Google Scholar
• Burt, S., J.A. Deddens, K. Crombie, Y. Jin, S. Wurzelbacher, and J. Ramsey. 2013. “A Prospective Study of Carpal Tunnel Syndrome: Workplace and Individual Risk Factors.” Occupational and Environmental Medicine 70 (8): 568–574.
   PubMed Web of Science ®Google Scholar
• Chen, C.H., Y.H. Hu, and R.G. Radwin. 2014. “A Motion Tracking System for Hand Activity Assessment.”2014 IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP), 320–324. IEEE. doi:10.1109/ChinaSIP.2014.6889256.
   Google Scholar
• Chen, C.H., D.P. Azari, Y.H. Hu, M.J. Lindstrom, D. Thelen, T.Y. Yen, and R.G. Radwin. 2015. “The Accuracy of Conventional 2D Video for Quantifying Upper Limb Kinematics in Repetitive Motion Occupational Tasks.” Ergonomics 58 (12): 2057–2066.
   PubMed Web of Science ®Google Scholar
• Chen, C-H.E., Y.H. Hu, T.Y. Yen, and R.G. Radwin. 2013. “Automated Video Exposure Assessment of Repetitive Hand Activity Level for a Load Transfer Task.” Human Factors 55 (2): 298–308. doi:10.1177/0018720812458121.
   PubMed Web of Science ®Google Scholar
• David, G.C. 2005. “Ergonomic Methods for Assessing Exposure to Risk Factors for Work-Related Musculoskeletal Disorders.” Occupational Medicine 55 (3): 190–199. doi:10.1093/occmed/kqi082.
   PubMed Web of Science ®Google Scholar
• Ebersole, M.L, and T.J. Armstrong. 2002. “Inter-Rater Reliability for Hand Activity Level (HAL) and Force Metrics.” Proceedings of the Human Factors and Ergonomics Society Annual Meeting 46 (13) 1037–1040. doi:10.1177/154193120204601307.
   Google Scholar
• Fan, Z Joyce, Carisa Harris-Adamson, Fred Gerr, Ellen A. Eisen, Kurt T. Hegmann, Stephen Bao, Barbara Silverstein, Bradley Evanoff, Ann Marie Dale, Matthew S. Thiese, Arun Garg, Jay Kapellusch, Susan Burt, Linda Merlino, and David Rempel. 2015. “Associations between Workplace Factors and Carpal Tunnel Syndrome: A Multi‐Site Cross Sectional Study.” American Journal of Industrial Medicine 58 (5): 509–518.
   PubMed Web of Science ®Google Scholar
• Franzblau, A., T.J. Armstrong, R.A. Werner, and S.S. Ulin. 2005. “A Cross-Sectional Assessment of the ACGIH TLV for Hand Activity Level.” Journal of Occupational Rehabilitation 15 (1): 57–67. doi:10.1007/s10926-005-0874-z.
   PubMed Web of Science ®Google Scholar
• Garg, A., J. Kapellusch, K. Hegmann, J. Wertsch, A. Merryweather, G. Deckow-Schaefer, and E.J. Malloy. 2012. “The Strain Index (SI) and Threshold Limit Value (TLV) for Hand Activity Level (HAL): Risk of Carpal Tunnel Syndrome (CTS) in a Prospective Cohort.” Ergonomics 55 (4): 396–414. doi:10.1080/00140139.2011.644328.
   PubMed Web of Science ®Google Scholar
• Giavarina, D. 2015. “Understanding Bland Altman Analysis.” Biochemia Medica 25 (2): 141–151. doi:10.11613/BM.2015.015.
   PubMed Web of Science ®Google Scholar
• Harris, C., E.A. Eisen, R. Goldberg, N. Krause, and D. Rempel. 2011. “PREMUS Best Paper Competition: Workplace and Individual Factors in Wrist Tendinosis among Blue-Collar Workers–the San Francisco Study.” Scandinavian Journal of Work, Environment & Health 37 (2): 85–98. doi:10.5271/sjweh.3147.
   PubMed Web of Science ®Google Scholar
• Harris-Adamson, Carisa, Ellen A. Eisen, Ann Marie Dale, Bradley Evanoff, Kurt T. Hegmann, Matthew S. Thiese, Jay M. Kapellusch, Arun Garg, Susan Burt, Stephen Bao, Barbara Silverstein, Fred Gerr, Linda Merlino, and David Rempel. 2013. “Personal and Workplace Psychosocial Risk Factors for Carpal Tunnel Syndrome: A Pooled Study Cohort.” Occupational and Environmental Medicine 70 (8): 529–537. doi:10.1136/oemed-2013-101365.
   PubMed Web of Science ®Google Scholar
• Harris-Adamson, C., E.A. Eisen, J. Kapellusch, A. Garg, K.T. Hegmann, M.S. Thiese, A.M. Dale, B. Evanoff, S. Burt, S. Bao, B. Silverstein, L. Merlino, F. Gerr, and D. Rempel. 2014. “Biomechanical Risk Factors for Carpal Tunnel Syndrome: A Pooled Study of 2474 Worker.” Occupational and Environmental Medicine 72 (1): 33–41.
   PubMed Web of Science ®Google Scholar
• Harris-Adamson, C., D. You, E.A. Eisen, R. Goldberg, and D. Rempel. 2013. “The Impact of Posture on Wrist Tendinosis among Blue-Collar Workers the San Francisco Study.” Human Factors 56 (1): 143–150. 0018720813502807. doi:10.1177/0018720813502807.
   Web of Science ®Google Scholar
• Joshi, M, and V. Deshpande. 2019. “A Systematic Review of Comparative Studies on Ergonomic Assessment Techniques.” International Journal of Industrial Ergonomics 74: 102865. doi:10.1016/j.ergon.2019.102865.
   Web of Science ®Google Scholar
• Kapellusch, Jay M., Arun Garg, Stephen S. Bao, Barbara A. Silverstein, Susan E. Burt, Ann Marie Dale, Bradley A. Evanoff, Frederic E. Gerr, Carisa Harris-Adamson, Kurt T. Hegmann, Linda A. Merlino, and David M. Rempel. 2013. “Pooling Job Physical Exposure Data from Multiple Independent Studies in a Consortium Study of Carpal Tunnel Syndrome.” Ergonomics 56 (6): 1021–1037. doi:10.1080/00140139.2013.797112.
   PubMed Web of Science ®Google Scholar
• Kapellusch, J.M., A. Garg, K.T. Hegmann, M.S. Thiese, and E.J. Malloy. 2014. “The Strain Index and ACGIH TLV for HAL Risk of Trigger Digit in the WISTAH Prospective Cohort.” Human Factors 56 (1): 98–111. doi:10.1177/0018720813493115.
   PubMed Web of Science ®Google Scholar
• Kapellusch, J.M., Frederic E. Gerr, Elizabeth J. Malloy, Arun Garg, Carisa Harris-Adamson, Stephen S. Bao, Susan E. Burt, Ann Marie Dale, Ellen A. Eisen, Bradley A. Evanoff, Kurt T. Hegmann, Barbara A. Silverstein, Matthew S. Theise, and David M. Rempel. 2014. “Exposure–Response Relationships for the ACGIH Threshold Limit Value for Hand-Activity Level: Results from a Pooled Data Study of Carpal Tunnel Syndrome.” Scandinavian Journal of Work, Environment & Health 40 (6): 610–620. doi:10.5271/sjweh.3456.
   PubMed Web of Science ®Google Scholar
• Latko, W.A., T.J. Armstrong, J.A. Foulke, G.D. Herrin, R.A. Rabourn, and S.S. Ulin. 1997. “Development and Evaluation of an Observation Method for Assessing Repetition in Hand Tasks.” American Industrial Hygiene Association Journal 58 (4): 278–285. doi:10.1080/15428119791012793.
   PubMed Web of Science ®Google Scholar
• Lowe, B.D, and E.F. Krieg. 2009. “Relationships between Observational Estimates and Physical Measurements of Upper Limb Activity.” Ergonomics 52 (5): 569–583. doi:10.1080/00140130802449682.
   PubMed Web of Science ®Google Scholar
• National Research Council. 2001. Musculoskeletal Disorders and the Workplace: Low Back and Upper Extremities. Washington, DC: National Academies Press.
   Google Scholar
• Radwin, R.G., D.P. Azari, M.J. Lindstrom, S.S. Ulin, T.J. Armstrong, and D. Rempel. 2015. “A Frequency-Duty Cycle Equation for the ACGIH Hand Activity Level.” Ergonomics 58 (2): 173–183. doi:10.1080/00140139.2014.966154.
   PubMed Web of Science ®Google Scholar
• Spielholz, P., S. Bao, N. Howard, B. Silverstein, J. Fan, C. Smith, and C. Salazar. 2008. “Reliability and Validity Assessment of the Hand Activity Level Threshold Limit Value and Strain Index Using Expert Ratings of Mono-Task Jobs.” Journal of Occupational and Environmental Hygiene 5 (4): 250–257.
   PubMed Web of Science ®Google Scholar
• Spielholz, P., B. Silverstein, M. Morgan, H. Checkoway, and J. Kaufman. 2001. “Comparison of Self-Report, Video Observation and Direct Measurement Methods for Upper Extremity Musculoskeletal Disorder Physical Risk Factors.” Ergonomics 44 (6): 588–613.
   PubMed Web of Science ®Google Scholar
• Takala, Esa-Pekka, Irmeli Pehkonen, Mikael Forsman, Gert-Åke Hansson, Svend Erik Mathiassen, W Patrick Neumann, Gisela Sjøgaard, Kaj Bo Veiersted, Rolf H. Westgaard, and Jørgen Winkel. 2010. “Systematic Evaluation of Observational Methods Assessing Biomechanical Exposures at Work.” Scandinavian Journal of Work, Environment & Health 36 (1): 3–24. doi:10.5271/sjweh.2876.
   PubMed Web of Science ®Google Scholar
• Thamsuwan, O., K. Galvin, M. Tchong-French, L. Aulck, L.N. Boyle, R.P. Ching, K.J. McQuade, and P.W. Johnson. 2020. “Comparisons of Physical Exposure between Workers Harvesting Apples on Mobile Orchard Platforms and Ladders, Part 2: Repetitive Upper Arm Motions.” Applied Ergonomics 89: 103192. doi:10.1016/j.apergo.2020.103192.
   PubMed Web of Science ®Google Scholar
• Werner, R., A. Franzblau, N. Gell, S. Ulin, and T. Armstrong. 2005. “A Longitudinal Study of Industrial and Clerical Workers: Predictors of Upper Extremity Tendonitis.” Journal of Occupational Rehabilitation 15 (1): 37–46. doi:10.1007/s10926-005-0872-1.
   PubMed Web of Science ®Google Scholar
• Wurzelbacher, Steve, Susan Burt, Ken Crombie, Jessica Ramsey, Lian Luo, Steve Allee, and Yan Jin. 2010. “A Comparison of Assessment Methods of Hand Activity and Force for Use in Calculating the ACGIH(R) hand Activity Level (HAL) TLV(R).” Journal of Occupational and Environmental Hygiene 7 (7): 407–416. doi:10.1080/15459624.2010.481171.
   PubMed Web of Science ®Google Scholar
• Yen, T.Y, and R.G. Radwin. 1995. “A Video-Based System for Acquiring Biomechanical Data Synchronized with Arbitrary Events and Activities.” IEEE Transactions on Bio-Medical Engineering 42 (9): 944–948. doi:10.1109/10.412663.
   PubMed Web of Science ®Google Scholar
• Yung, Marcus, Ann Marie Dale, Jay Kapellusch, Stephen Bao, Carisa Harris-Adamson, Alysha R. Meyers, Kurt T. Hegmann, David Rempel, and Bradley A. Evanoff. 2019. “Modeling the Effect of the 2018 Revised ACGIH® Hand Activity Threshold Limit Value®(TLV) at Reducing Risk for Carpal Tunnel Syndrome.” Journal of Occupational and Environmental Hygiene 16 (9): 628–633. doi:10.1080/15459624.2019.1640366.
   PubMed Web of Science ®Google Scholar