title: Predictive equations for lumbar spine loads in load-dependent asymmetric one- and two-handed lifting activities.
abstract: BACKGROUND
  Asymmetric lifting activities are associated with low back pain.
  
  
  METHODS
  A finite element biomechanical model is used to estimate spinal loads during one- and two-handed asymmetric static lifting activities. Model input variables are thorax flexion angle, load magnitude as well as load sagittal and lateral positions while response variables are L4-L5 and L5-S1 disc compression and shear forces. A number of levels are considered for each input variable and all their possible combinations are introduced into the model. Robust yet user-friendly predictive equations that relate model responses to its inputs are established.
  
  
  RESULTS
  Predictive equations with adequate goodness-of-fit (R(2) ranged from ~94% to 99%, P≤0.001) that relate spinal loads to task (input) variables are established. Contour plots are used to identify combinations of task variable levels that yield spine loads beyond the recommended limits. The effect of uncertainties in the measurements of asymmetry-related inputs on spinal loads is studied.
  
  
  CONCLUSIONS
  A number of issues regarding the NIOSH asymmetry multiplier are discussed and it is concluded that this multiplier should depend on the trunk posture and be defined in terms of the load vertical and horizontal positions. Due to an imprecise adjustment of the handled load magnitude this multiplier inadequately controls the biomechanical loading of the spine. Ergonomists and bioengineers, faced with the dilemma of using either complex but more accurate models on one hand or less accurate but simple models on the other hand, have hereby easy-to-use predictive equations that quantify spinal loads under various occupational tasks.
authors.affiliation: Institut de recherche Robert Sauvé en santé et en sécurité du travail, Montréal, Québec, Canada. navid.arjmand@polymtl.ca
authors.forename: N
authors.initials: N
authors.lastname: Arjmand
authors.forename: A
authors.initials: A
authors.lastname: Plamondon
authors.forename: A
authors.initials: A
authors.lastname: Shirazi-Adl
authors.forename: M
authors.initials: M
authors.lastname: Parnianpour
authors.forename: C
authors.initials: C
authors.lastname: Larivière
mesh_terms: D000465:Algorithms; D001696:Biomechanical Phenomena; D020342:Finite Element Analysis; D006801:Humans; D007403:Intervertebral Disc / Q000473:pathology; D017770:Lifting; D008159:Lumbar Vertebrae / Q000502:physiology*; D008954:Models, Biological; D011187:Posture / Q000502:physiology; D011312:Pressure; D012044:Regression Analysis; D033081:Shear Strength; D013131:Spine / Q000502:physiology*; D013314:Stress, Mechanical; D016474:Weight-Bearing / Q000502:physiology*