Factor analysis of occupational physical activity and psychosocial stressors: variable loading and explained variance related to each factor
O*NET items | Rotated factor loadings* | |||
---|---|---|---|---|
Factor 1 | Factor 2 | Factor 3 | Factor 4 | |
Occupational physical activity | ||||
General physical activities† | 0.86 | −0.10 | −0.19 | 0.18 |
Bending or twisting the body | 0.84 | 0.04 | 0.32 | 0.01 |
Standing | 0.84 | 0.09 | 0.07 | −0.23 |
Handling and moving objects | 0.81 | −0.26 | 0.11 | 0.04 |
Walking and running | 0.80 | 0.27 | 0.01 | −0.15 |
Kneeling, crouching or stooping | 0.78 | −0.22 | −0.11 | −0.09 |
Keeping or regaining balance | 0.76 | 0.17 | 0.22 | −0.18 |
Interpersonal stressor | ||||
Dealing with unpleasant or angry people | 0.01 | 0.94 | 0.14 | 0.05 |
Dealing with conflict situations | −0.15 | 0.85 | −0.24 | 0.21 |
Dealing with physically aggressive people | 0.36 | 0.71 | −0.02 | 0.18 |
Resolving conflicts and negotiating with others | −0.34 | 0.62 | −0.37 | 0.37 |
Automated work | ||||
Making repetitive motions | 0.18 | −0.05 | 0.80 | −0.21 |
Pace determined by speed of equipment | 0.23 | −0.15 | 0.76 | −0.01 |
Degree of automation | −0.47 | 0.05 | 0.68 | 0.07 |
Job responsibility | ||||
Consequence of error | 0.09 | 0.20 | −0.03 | 0.86 |
Making decisions and solving problems | −0.40 | 0.31 | −0.33 | 0.66 |
Importance of being exact or accurate | −0.39 | 0.43 | 0.44 | 0.51 |
Proportion of explained variance (%) | 35.5 | 20.1 | 13.5 | 6.7 |
Cumulative explained variance (%) | 35.5 | 55.6 | 69.2 | 75.8 |
Cronbach's α‡ | 0.92 | 0.84 | 0.65 | – |
*Contribution of Occupational Information Network (O*NET) item to each factor. Bold numbers indicate absolute loadings ≥0.70.
†Performing physical activities that require considerable use of arms and legs and moving the body such as climbing, lifting, balancing, walking, stooping and handling of materials.
‡Internal consistency among O*NET items with absolute loadings ≥0.70.