| Literature DB >> 36011826 |
Lucia Vigoroso1, Federica Caffaro2, Margherita Micheletti Cremasco3, Eugenio Cavallo1.
Abstract
Tractor rollover is the main cause of both fatal and non-fatal injuries in agriculture. The foldable rollover protective structure (FROPS) can help to prevent these injuries. However, in many cases, the FROPS is left in a folded-down position. Human factor and rear-mounted FROPS technical characteristics influence operators' behavior in roll-bar handling. To improve the FROPS's comfortable use, the prototype of an enhanced handling system was developed, and its usability was tested and compared with a conventional FROPS. Usability was assessed with 93 novice tractor users through an ad hoc questionnaire (investigating perceived effort, time demand, the posture adopted and satisfaction) and observations (investigating effectiveness and efficiency) during lowering and raising tasks. For both tasks, the participants perceived significantly less effort, less physical discomfort, a higher level of satisfaction and less time demand while operating the enhanced FROPS. Observations showed that the critical issues that emerged for the conventional FROPS were eliminated by adopting the developed and implemented handling system. The developed handling system showed itself to be usable and effective in making the FROPS easier and safer to be operated.Entities:
Keywords: agriculture; human–machine interaction; occupational safety; rollover protective structure; usability evaluation
Mesh:
Year: 2022 PMID: 36011826 PMCID: PMC9408200 DOI: 10.3390/ijerph191610195
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Figure 1Example of a rear FROPS fitted on a standard tractor (track width > 1150 mm) in the upright position.
Figure 2(a) Definitions of the dimensions observed on real tractors and (b) the dimensions (mm) of the mock-up tractors resulted and built for the study.
Figure 3The rod (right) and the gas spring (left) prototyped and mounted on the enhanced FROPS to improve the handling of the upper inverted U-shaped folding steel tube.
Questions used to evaluate the usability during the FROPS interaction.
| ID | Items | Response |
|---|---|---|
| Q1 | It was strenuous | 4-point scale (1 = do not at all agree; 4 = totally agree) |
| Q2 | It required a lot of physical effort | |
| Q3 | The FROPS was heavy | |
| Q4 | It was difficult to find support for my feet | |
| Q5 | It was difficult to find support for my hands | |
| Q6 | I immediately knew how to do it | |
| Q7 | I manage the task in full autonomy | |
| Q8 | I am satisfied with how I accomplished the task | |
| T1 | It was time-demanding |
Mean scores for all items used in the questionnaire.
| Tasks | Items | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Q1 | Q2 | Q3 | Q4 | Q5 | Q6 | Q7 | Q8 | T1 | |
| Task 1 | 2.05 | 1.75 | 2.16 | 1.34 | 1.41 | 3.40 | 3.15 | 3.34 | 1.76 |
| Task 2 | 1.54 | 1.43 | 1.63 | 1.18 | 1.14 | 3.62 | 3.39 | 3.57 | 1.17 |
| Task 3 | 1.97 | 1.85 | 2.14 | 1.45 | 1.43 | 3.43 | 3.23 | 3.28 | 1.73 |
| Task 4 | 1.60 | 1.46 | 1.62 | 1.10 | 1.12 | 3.60 | 3.30 | 3.56 | 1.26 |
Exploratory factor analysis for each task (Q1–Q8).
| Task 1 | Task 2 | Task 3 | Task 4 | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | F1 | F2 | F3 | F1 | F2 | F3 | F1 | F2 | F3 | F1 | F2 | F3 |
| Q1 | 0.810 | 0.835 | 0.833 | 0.744 | ||||||||
| Q2 | 0.867 | 0.798 | 0.877 | 0.865 | ||||||||
| Q3 | 0.754 | 0.882 | 0.862 | 0.841 | ||||||||
| Q4 | 0.923 | 0.910 | 0.857 | 0.925 | ||||||||
| Q5 | 0.918 | 0.901 | 0.844 | 0.923 | ||||||||
| Q6 | 0.722 | 0.665 | 0.766 | 0.620 | ||||||||
| Q7 | 0.755 | 0.883 | 0.873 | 0.867 | ||||||||
| Q8 | 0.773 | 0.705 | 0.837 | 0.780 | ||||||||
| Explained variance (%) | 34.071 | 14.685 | 21.342 | 28.519 | 24.804 | 23.019 | 29.051 | 19.551 | 25.973 | 26.598 | 23.964 | 23.030 |
| Cronbach’s alpha | 0.768 | 0.867 | 0.623 | 0.833 | 0.882 | 0.680 | 0.825 | 0.660 | 0.768 | 0.740 | 0.900 | 0.669 |
Results for paired sample t-test for the three factors detected and the time demand item.
| Task | Factors | |
|---|---|---|
| Effort | Task 1 vs. Task 3 | 6.123 *** |
| Task 2 vs. Task 4 | 4.461 *** | |
| Physical discomfort | Task 1 vs. Task 3 | 2.895 ** |
| Task 2 vs. Task 4 | 5.005 *** | |
| Satisfaction | Task 1 vs. Task 3 | −3.318 *** |
| Task 2 vs. Task 4 | −2.377 * | |
| Time demand | Task 1 vs. Task 3 | 6.098 *** |
| Task 2 vs. Task 4 | 5.042 *** |
Note. * p < 0.05. ** p < 0.01. *** p < 0.001.
Effectiveness evaluation for the four tasks considered.
| Task 1 vs. Task 3 | Task 2 vs. Task 4 | ||
|---|---|---|---|
| 11% of participants were helped to support the FROPS | 100% of participants carried out the task in complete autonomy | 1 participant did not complete the task; 2 participants were helped by technician | 100% of participants carried out the task in complete autonomy |
Figure 4Participants when lowering (a) the conventional FROPS standing on the mock-up tractor near the operator’s seat (Task 1) and tall (b) and short (c) participants lowering the enhanced FROPS (Task 3) while standing on the ground at the rear right of the mock-up tractor.
Efficiency evaluation for the lowering task for the two FROPS.
| Task 1 | Task 3 | |
|---|---|---|
| Posture | 97.8% * of the participants performed a forward bending of the trunk | No forward bending of the trunk |
| Procedure | 6.5% of participants changed twice their hands’ grasping position, and 97.8% * of participants accompanied the roll-bar to its final position | 100% of participants maintained their feet on the ground and accompanied the roll-bar to its final position, 64.5% of participants lowered the FROPS on the first or the second attempt, and 28% performed from 3 to 5 attempts and 7.5% from 6 to 10 attempts |
* Two participants just pushed the foldable roll-bar and let it fall down.
Figure 5Participants when raising the conventional FROPS (Task 2) (a) adopting unbalanced postures standing on rear parts of the mock-up tractor structure, (b) having difficulty holding the FROPS firmly and (c) raising the enhanced FROPS (Task 4) from the ground by firmly grasping the rod with both hands.
Efficiency evaluation for the raising task for the two FROPS.
| Task 2 | Task 4 | |
|---|---|---|
| Posture | 67.7% of the participants bent their trunk | No trunk bending or twisting |
| Procedure | 67.7% of participants climbed on parts of the simulated tractor, 5% of participants maintained one foot on the ground and the other one on the 3-point lower links or rear power take-off protection or had difficulty holding FROPS firmly, 3 participants unsuccessfully tried to raise the FROPS while maintaining their feet on the ground and then completed the task by climbing on parts of the simulated tractor, and 10.7% of participants made more than one attempt | All the participants kept both feet on the ground and held the FROPS firmly, 79.6% of the participants raised the FROPS by gripping the rod with both hands, 19.3% used one hand only, and 5.3% of participants tried twice to find the best way to use the rod |