| Literature DB >> 29928530 |
Massimo Cecchini1, Roberto Bedini1, Davide Mosetti1, Sonia Marino2, Serenella Stasi3.
Abstract
BACKGROUND: In recent years, the interest in health and safety in the workplace has increased. Agriculture is one of the human work activities with the highest risk indexes. Studies on risk perception of agricultural workers are often referred to as specific risk factors (especially pesticides), but the risk perception plays an important role in preventing every kind of accident and occupational disease.Entities:
Keywords: PCA; Rizzi index; agriculture; risk perception
Year: 2017 PMID: 29928530 PMCID: PMC6005907 DOI: 10.1016/j.shaw.2017.07.009
Source DB: PubMed Journal: Saf Health Work ISSN: 2093-7911
Fig. 1Qualification of the farm managers – data from Lazio region - (Agriculture Census 2010, ISTAT).
Fig. 2Subdivision of the sample into age classes.
Fig. 3Subdivision of the sample by qualification.
Principal components analysis (PCA): main results on the Likert scale. Eigenvalues indicate the % of total inertia explained by the PC both in the originary factors and in rotated varimax
| Components | Unrotated eigenvalues | Varimax rotation eigenvalues | ||||
|---|---|---|---|---|---|---|
| Total | % of Var | Cum % | Total | % of Var | Cum % | |
| 1 | 5.488 | 24.946 | 24.946 | 3.926 | 17.847 | 17.847 |
| 2 | 2.388 | 10.856 | 35.803 | 3.222 | 14.647 | 32.494 |
| 3 | 1.861 | 8.458 | 44.260 | 2.589 | 11.767 | 44.260 |
Cum: cumulative; Var: variance.
Principal components analysis (PCA): main results on the ratings given in the Likert scale (scores 1–5). Componential weights {correlations between the original variables (22 items) and PC} varimax rotation
| Items | Componential weights varimax rotated | ||
|---|---|---|---|
| 1 | 2 | 3 | |
| He believes that ear protectors are useful protection | 0.759 | 0.228 | −0.110 |
| He uses ear protectors during noisy working | 0.756 | 0.060 | 0.063 |
| During his employment how often he applied the concepts learned in the courses | 0.718 | 0.242 | 0.139 |
| He observes the information on the product label during the use of fertilizers and pesticides | 0.705 | 0.045 | −0.131 |
| He wears gloves when using portable equipment (brush cutter, chainsaw...) | 0.662 | −0.124 | 0.204 |
| He considers it is necessary, when working alone, to have a medication package (first aid) | 0.452 | 0.354 | 0.281 |
| He considers the maintenance of machinery and equipment for reducing vibration is useful | 0.387 | 0.127 | 0.124 |
| He considers the tractor roll-bar useful | −0.048 | 0.729 | 0.081 |
| He considers it necessary to have a communication device for any emergency cases | 0.114 | 0.646 | 0.171 |
| He considers that a correct posture decreases possible problems for the musculoskeletal system | 0.154 | 0.616 | −0.044 |
| He considers significant vibrations (oscillations, shaking) in agriculture | 0.068 | 0.596 | 0.326 |
| He considers it useful to adjust the seat with the specially provided lever or knob, according to his weight | 0.244 | 0.552 | 0.053 |
| He considers it useful attendance training courses | 0.463 | 0.481 | −0.195 |
| He believes that the risk due to noise is significant in agricultural sector | 0.429 | 0.441 | 0.204 |
| Considering his recurring most uncomfortable working, how much he believes his posture is correct | 0.104 | 0.430 | 0.155 |
| He considers that the tractor can overturn when working on sloping ground | −0.056 | 0.406 | 0.313 |
| He believes that jobs requiring frequent use of the upper limbs may cause disease | −0.102 | 0.125 | 0.743 |
| Assuming having to load fruit boxes on a trailer, how much he considers the job heavy/tiring | 0.128 | 0.169 | 0.609 |
| How often masks are worn during the use of machinery and equipment | 0.335 | −0.217 | 0.580 |
| He considers it useful to use protections for health | 0.508 | 0.112 | 0.532 |
| He considers the use of seat belts when the tractor is equipped with a roll-bar necessary | 0.213 | 0.203 | 0.529 |
| He considers that the gloves are useful protection from vibration | −0.119 | 0.203 | 0.479 |
Matrix (119 × 1) of the synthetic index of attitude towards statistics in ascending order, calculated by the method of the sign of the first component. Multidimensional ranking of n = 119 farmers within the negative attitude (negative scores), neither negative nor positive (0), and positive (positive scores)
| −12.6561 | −3.6473 | 999.0000 | 999.0000 | 5.3045 |
| −10.9979 | −3.3932 | 0.0000 | 2.2878 | 5.4706 |
| −10.0356 | −3.2117 | 0.0000 | 2.4189 | 5.6691 |
| −9.1420 | −3.0984 | 999.0000 | 2.5200 | 5.8371 |
| −8.6825 | 999.0000 | 0.0000 | 2.6139 | 999.0000 |
| −8.4696 | −2.9272 | 0.0000 | 2.7114 | 5.9954 |
| −7.8610 | −2.8541 | 0.0000 | 2.8604 | 999.0000 |
| −7.5117 | 999.0000 | 999.0000 | 2.9484 | 6.1868 |
| −6.8959 | −2.6815 | 0.0000 | 3.1732 | 6.3942 |
| −6.5276 | −2.5021 | 0.0000 | 3.1732 | 6.6914 |
| −6.1998 | −2.3780 | 0.0000 | 3.3509 | 999.0000 |
| 999.0000 | −2.2757 | 999.0000 | 3.4417 | 7.0193 |
| −5.9116 | −2.0949 | 0.0000 | 3.5673 | 7.2607 |
| −5.5785 | −1.9387 | 0.0000 | 3.6578 | 7.7325 |
| 999.0000 | −1.8357 | 0.0000 | 3.7613 | 8.4738 |
| −5.3581 | −1.7360 | 1.0791 | 3.8794 | 9.9145 |
| −5.1690 | −1.5585 | 1.2348 | 4.0119 | 999.0000 |
| −4.9874 | 999.0000 | 1.3226 | 4.2024 | 999.0000 |
| −4.8307 | −1.4738 | 1.4325 | 4.3427 | 999.0000 |
| 999.0000 | −1.3536 | 1.4325 | 4.4683 | |
| −4.6474 | −1.2245 | 1.7194 | 4.6003 | |
| −4.4556 | −1.0957 | 1.8139 | 4.7389 | |
| −4.2428 | 999.0000 | 1.9161 | 5.0275 | |
| −4.0439 | 0.0000 | 2.0324 | 5.0275 | |
| −3.8727 | 0.0000 | 999.0000 | 5.1753 |
999,000 featuring individuals who did not respond to questions.
Fig. 4Rizzi index in five categories.
Rizzi index in function of attending courses on occupational safety and health (O.S.H.)
| Rizzi index approach towards the implementation of O.S.H. in categories | He attended training courses on safety and health at work | ||
|---|---|---|---|
| Yes (%) | No (%) | Total (%) | |
| He attributes no importance nor gives effect to O.S.H. | 14.1 | 18.8 | 15.6 |
| Little importance | 23.4 | 31.3 | 26.0 |
| Undecided | 10.9 | 12.5 | 11.5 |
| He considers important knowing and implementing O.S.H. | 34.4 | 25.0 | 31.3 |
| He gives great importance and respects O.S.H. | 17.2 | 12.5 | 15.6 |
| Total | 100.0 | 100.0 | 100.0 |
O.S.H., occupational safety and health.
Rizzi index in function of age
| Rizzi index approach towards the implementation of O.S.H. in categories | Age classes | |||
|---|---|---|---|---|
| 20–40 years (%) | 41–59 years (%) | ≥60 years (%) | Total (%) | |
| He attributes no importance nor gives effect to O.S.H. | 17.6 | 10.0 | 20.0 | 14.9 |
| Little importance | 26.5 | 32.5 | 5.0 | 24.5 |
| Undecided | 8.8 | 12.5 | 20.0 | 12.8 |
| He considers important knowing and implementing O.S.H. | 26.5 | 37.5 | 25.0 | 30.9 |
| He gives great importance and respects O.S.H. | 20.6 | 7.5 | 30.0 | 17.0 |
| Total | 100.0 | 100.0 | 100.0 | 100.0 |
O.S.H., occupational safety and health.
Rizzi index in function of working years in agriculture
| Rizzi index approach towards the implementation of O.S.H. in categories | Working time in agriculture | |||
|---|---|---|---|---|
| 1–20 years (%) | 21–35 years (%) | 36–73 years (%) | Total (%) | |
| He attributes no importance nor gives effect to O.S.H. | 17.0 | 7.4 | 21.1 | 15.2 |
| Little importance | 22.6 | 33.3 | 21.1 | 25.3 |
| Undecided | 9.4 | 18.5 | 15.8 | 13.1 |
| He considers important knowing and implementing O.S.H. | 28.3 | 37.0 | 26.3 | 30.3 |
| He gives great importance and respects O.S.H. | 22.6 | 3.7 | 15.8 | 16.2 |
| Total | 100.0 | 100.0 | 100.0 | 100.0 |
O.S.H., occupational safety and health.