Principal component analysis of lifting waveforms

Clinical Biomechanics

Volumn 21, Issue 6, 2006, Pages 567-578

  Wrigley, Allan T ^a   Albert, Wayne J ^a   Deluzio, Kevin J ^b   Stevenson, Joan M ^c  

^a UNIVERSITY OF NEW BRUNSWICK   (Canada)

^b DALHOUSIE UNIVERSITY   (Canada)

^c QUEEN S UNIVERSITY   (Canada)

Author keywords

Load effects; Low back pain; Principal component analysis

Indexed keywords

BIOMECHANICS; DATA REDUCTION; PRINCIPAL COMPONENT ANALYSIS; STATISTICAL METHODS;

EXTERNAL LOAD MAGNITUDES; LOAD EFFECTS; LOW BACK PAIN; MAGNITUDE MODIFIERS;

WAVEFORM ANALYSIS;

ADULT; ARTICLE; COMPRESSION; CONTROLLED STUDY; FEMALE; HUMAN; HUMAN EXPERIMENT; KINETICS; LIFTING EFFORT; LOW BACK PAIN; MALE; MULTIVARIATE ANALYSIS OF VARIANCE; NORMAL HUMAN; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; SACRUM; SCORING SYSTEM; SPINE MOBILITY; THORACIC SPINE; TRUNK; WAVEFORM; WEIGHT LIFTING;

ADULT; ALGORITHMS; DIAGNOSIS, COMPUTER-ASSISTED; EXERTION; FEMALE; HUMANS; LIFTING; LOW BACK PAIN; MALE; MOTOR SKILLS; PRINCIPAL COMPONENT ANALYSIS; TASK PERFORMANCE AND ANALYSIS;

EID: 33744513966     PISSN: 02680033     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.clinbiomech.2006.01.004     Document Type: Article

References (37)

1. Albert W.J., Stevenson J.M., Dumas G.A., and Wheeler R.W. Effects of shoulder translation on lumbar moment for two dimensional modeling strategies during lifting. Occup. Ergon. 1 3 (1998) 173-187
2. Albert, W.J., Stevenson, J.M., Smith, J.T., 1998b. Queen's-Dupont Back Study: Prediction of mild low back pain using lifting technique. In: Proceedings of the Third North American Congress on Biomechanics, Waterloo, pp. 93-94.
3. Boston J.R., Rudy T.E., Mercer S.R., and Kubinski J.A. A measure of body movement coordination during repetitive dynamic lifting. IEEE Trans. Rehabil. Eng. 1 (1993) 137-144
4. Boston J.R., Rudy T.E., Lieber S.J., and Stacey B.R. Measuring treatment effects on repetitive lifting for patients with chronic low back pain: Speed, style, and coordination. J. Spinal Disord. 8 (1995) 342-351
5. Burgess-Limerick R., Abernethy B., and Neal R.J. Self-selected manual lifting technique: Functional consequences of the interjoint coordination. Hum. Factors 37 (1995) 395-411
6. Burgess-Limerick R., Shemmell J., Barry B.K., Carson R.G., and Abernethy B. Spontaneous transitions in the coordination of a whole body task. Hum. Mov. Sci. 20 (2001) 549-562
7. Chen Y.L. Changes in lifting dynamics after localized arm fatigue. Int. J. Ind. Ergon. 25 (2000) 611-619
8. Daffertshofer A., Lamoth C.J.C., Meijer O.G., and Beek P.J. PCA in studying coordination and variability: a tutorial. Clin. Biomech. 19 (2004) 415-428
9. Deluzio K.J., Wyss U.P., Zee B., Costigan P.A., and Sorbie C. Principal component models of knee kinematics and kinetics: normal vs pathological gait patterns. J. Hum. Mov. Sci. 16 (1997) 201-217
10. Freivalds A., Chaffin D.B., Garg A., and Lee K.S. A dynamic biomechanical evaluation of lifting maximum acceptable loads. J. Biomech. 17 (1984) 251-262
11. Gagnon M. Ergonomic identification and biomechanical evaluation of workers' strategies and their validation in a training situation: summary of research. Clin. Biomech. 20 (2005) 569-580
12. Granata K.P., and Sanford A.H. Lumbar-pelvic coordination is influenced by lifting task parameters. Spine 25 (2000) 1413-1418
13. Hof A.L. Scaling gait data to body size. Gait Posture 4 (1996) 222-223
14. Hubley-Kozey C.L., and Vezina M.J. Differentiating temporal electromyographic waveforms between those with chronic low back pain and healthy controls. Clin. Biomech. 17 (2002) 621-629
15. Jackson J.E. A User's Guide to Principal Components (1991), John Wiley & Sons Inc., New York
16. Johnson R.A., and Wichern D.W. Applied Multivariate Statistical Analysis (1992), Prentice-Hall Inc., Englewood Cliffs
17. Jones M.C., and Rice J.A. Displaying the important features of large collections of similar curves. Amer. Satistician 46 (1992) 140-145
18. Larivière C., Gagnon D., and Loisel P. The effect of load on the coordination of the trunk for subjects with and without chronic low back pain during flexion-extension and lateral bending tasks. Clin. Biomech. 15 (2000) 407-416
19. Larivière C., Gagnon D., and Loisel P. A biomechanical comparison of lifting techniques between subjects with and without chronic low back pain during freestyle lifting and lowering tasks. Clin. Biomech. 17 (2002) 89-98
20. Lavender S.A., Andersson G.B.J., Schipplein O.D., and Fuentes H.J. The effects of initial lifting height, load magnitude, and lifting speed on the peak dynamic L5/S1 moments. Int. J. Ind. Ergon. 31 (2003) 51-59
21. Lindbeck L., and Kjellberg K. Gender differences in lifting technique. Ergonomics 44 (2001) 202-214
22. Marras W.S., Davis K.G., and Jorgensen M. Spine loading as a function of gender. Spine 27 (2002) 2514-2520
23. Marras W.S., Davis K.G., and Jorgensen M. Gender influences on spine loads during complex lifting. Spine J. 3 (2003) 93-99
24. Moisio K.C., Summer D.R., Shott S., and Hurwitz D.E. Normalization of joint movements during gait: a comparison of two techniques. J. Biomech. 36 (2003) 599-603
25. Parnianpour M., Bejjani F.J., and Pavlidis L. Worker training: the fallacy of a single, correct lifting technique. Ergonomics 30 (1987) 331-334
26. Prilutsky B.I., Isaka T., Albrecht A.M., and Gregor R.J. Is coordination of two-joint leg muscles during load lifting consistent with the strategy of minimum fatigue?. J. Biomech. 31 (1998) 1025-1034
27. Ramsay J.O., and Silverman B.W. Functional Data Analysis (1997), Springer-Verlag, New York
28. Schipplein O.D., Trafimow J.H., Andersson G.B.J., and Andriacchi T.P. Relationship between moments at the L5/S1 level, hip and knee joint when lifting. J. Biomech. 23 (1990) 907-912
29. Scholz J.P. The effect of load scaling on the coordination of manual squat lifting. Hum. Mov. Sci. 12 (1993) 427-459
30. Scholz J.P., Millford J.P., and McMillan A.G. Neuromuscular coordination of squat lifting, I: Effect of load magnitude. Phys. Ther. 75 (1995) 119-132
31. Stevenson J.M., Greenhorn D.R., Bryant J.T., Deakin J.M., and Smith J.T. Gender differences in performance of a selection test using the incremental lifting machine. Appl. Ergonom. 27 (1996) 45-52
32. Stevenson J.M., Weber C.L., Smith J.T., Dumas G.A., and Albert W.J. A longitudinal study of the development of low back pain in an industrial population. Spine 28 (2001) 1370-1377
33. Troje N.F. Decomposing biological motion: a framework for analysis and synthesis of human gait patterns. J. Vis. 2 (2002) 371-387
34. van Dieën J.H., Hoozemans M.J.M., and Toussaint H.M. Stoop or squat: a review of biomechanical studies on lifting technique. Clin. Biomech. 14 (1999) 685-696
35. van Dieën J.H., Toussaint H.M., Maurice C., and Mientjes M. Fatigue-related changes in the coordination of lifting and their effect on low back load. J. Mot. Behav. 28 (1996) 304-314
36. Winter D.A. Biomechanics and Motor Control of Human Movement (1990), John Wiley & Sons Inc., New York
37. Wrigley A.T., Albert W.J., Deluzio K.J., and Stevenson J.M. Differentiating lifting technique between those who develop low back pain and those who do not. Clin. Biomech. 20 (2005) 254-263