Attitudes did not surface as effective direct predictors of safe-lifting behavior, but did affect behavior and intent via mediating
factors (subjective norms and perceived behavioral control). Finally, the theory of planned behavior was supported as an effective model explaining safe-lifting behavior, and had potential application for many other safety-related behaviors.Impact on industry: Results from this study emphasize the importance of perceived behavioral control as a factor associated with safety-related behavior