| Literature DB >> 33183245 |
Fabrizio Russo1, Cristina Di Tecco2, Luca Fontana3,4, Giovanna Adamo3,5, Adriano Papale3, Vincenzo Denaro1, Sergio Iavicoli3.
Abstract
BACKGROUND: Work-related musculoskeletal disorders (WMSDs) represent an important socio-economic burden. The current risk assessment and management involved in the ethiopathogenesis of WMSDs is based on observational tools and checklists, which have some limitations in terms of accuracy and reliability. The aim of this study was to assess WMSD prevalence and identify possible correlations with several socio-demographic and work-related variables in a large cohort representative of Italian workers in order to improve our understanding of the WMSD phenomenon.Entities:
Keywords: Biomechanical risk; Ergonomic risk; Health surveillance program; Low back pain; Lower limbs; Musculoskeletal disorders; Risk assessment; Upper limbs; Video display unit risk
Mesh:
Year: 2020 PMID: 33183245 PMCID: PMC7659235 DOI: 10.1186/s12891-020-03742-z
Source DB: PubMed Journal: BMC Musculoskelet Disord ISSN: 1471-2474 Impact factor: 2.362
Characteristics of study population
| Variable | N | % |
|---|---|---|
| Sex | ||
| Males | 4313 | 53.9% |
| Females | 3685 | 46.1% |
| Age | ||
| 19–24 | 376 | 4.7% |
| 25–34 | 1543 | 19.3% |
| 35–44 | 2566 | 32.1% |
| 45–54 | 2413 | 30.2% |
| 55–64 | 1100 | 13.8% |
| Educational level | ||
| Lower secondary | 1741 | 21.8% |
| Upper secondary | 4184 | 52.3% |
| Graduate and post graduate | 2003 | 25.0% |
| Do not answer | 70 | 0.9% |
| BMI | ||
| Underweight | 169 | 2.1% |
| Normal | 4153 | 51.9% |
| Overweight | 3007 | 37.6% |
| Obese | 669 | 8.4% |
| Occupational sector | ||
| Agriculture, fishing, and hunting | 171 | 2.1% |
| Manufacturing/Primary industry/Mining/Utilities | 1867 | 23.3% |
| Construction | 435 | 5.4% |
| Wholesale and retail trade/Automotive and motorcycle repair/Accommodation and food services | 1407 | 17.6% |
| Transportation and warehousing/Information and communication | 649 | 8.1% |
| Professional, financial and business services | 950 | 11.9% |
| Healthcare and social assistance | 708 | 8.9% |
| Education services/Public administration, social security | 1206 | 15.1% |
| Other public and personal services | 605 | 7.6% |
| Occupational position | ||
| Top and middle manager | 740 | 9.3% |
| White collar | 3334 | 41.7% |
| Blue collar | 3653 | 45.7% |
| Apprentice or other type of employment | 271 | 3.4% |
| Type of contract | ||
| Permanent job contract | 6796 | 85.0% |
| Temporary job contract | 815 | 10.2% |
| Others | 387 | 4.8% |
| Firm size | ||
| 1 to 9 | 1251 | 15.6% |
| 10 to 49 | 1566 | 19.6% |
| 50–249 | 1713 | 21.4% |
| ≥ 250 | 3136 | 39.2% |
| Do not know | 332 | 4.2% |
| Working hours | ||
| 1–34 h/week | 1864 | 23.3% |
| 35–40 h/week | 5004 | 62.6% |
| 41–48 h/week | 700 | 8.8% |
| 49–54 h/week | 265 | 3.3% |
| > =55 h hours/week | 165 | 2.1% |
| Shift work | ||
| Yes | 2588 | 32.4% |
| No | 5410 | 67.6% |
| Night shifts | ||
| Never | 7317 | 91.5% |
| 1 to 2 times/week | 426 | 5.3% |
| > 2 times/week | 255 | 3.2% |
| Work experience | ||
| < 1 year | 49 | 0.6% |
| 1–5 years | 358 | 4.5% |
| 6–10 years | 872 | 10.9% |
| 11–15 years | 1114 | 13.9% |
| > 15 years | 5605 | 70.1% |
| Biomechanical and Ergonomic risk | ||
| No Risk Perceived/No Risk Detected | 3928 | 49.1% |
| Risk Perceived /Risk Detected | 935 | 11.7% |
| No Risk Perceived/Risk Detected | 498 | 6.2% |
| Risk Perceived /No Risk Detected | 2639 | 33.0% |
| Video Display Terminal risk | ||
| No Risk Perceived/No Risk Detected | 3586 | 44.8% |
| Risk Perceived /Risk Detected | 1879 | 23.5% |
| No Risk Perceived/Risk Detected | 636 | 8.0% |
| Risk Perceived /No Risk Detected | 1899 | 23.7% |
| Work-related stress risk | ||
| low | 2035 | 25.4% |
| moderate | 2331 | 29.1% |
| high | 1650 | 20.6% |
| very high | 1982 | 24.8% |
| Anxiety | ||
| Yes | 1396 | 17.5% |
| No | 6595 | 82.4% |
| Do not know | 7 | 0.1% |
| Depression | ||
| Yes | 615 | 7.7% |
| No | 7383 | 92.3% |
| Insomnia | ||
| Yes | 2033 | 25.4% |
| No | 5961 | 74.5% |
| Do not know | 4 | 0.1% |
| Information on health and safety at work | ||
| Yes | 7038 | 88.0% |
| No | 960 | 12.0% |
| Training on health and safety at work | ||
| Yes | 6131 | 76.6% |
| No | 1867 | 23.3% |
Multivariate logistic regression analysis assessing factors associated with the occurrence of Back pain in a representative sample of 8000 Italian workers
| Variable | OR | 95% CI |
|---|---|---|
| Sex | ||
| Male | ref | |
| Female | 1.45 | 1.31–1.61 |
| Age | ||
| 19–24 | 0.68 | 0.54–0.87 |
| 25–34 | 0.94 | 0.82–1.08 |
| 35–44 | ref | |
| 45–54 | 1.01 | 0.89–1.14 |
| 55–64 | 1.32 | 1.13–1.55 |
| Educational level | ||
| Lower secondary | ref | |
| Upper secondary | 0.78 | 0.68–0.88 |
| Graduate and post graduate | 0.71 | 0.61–0.83 |
| BMI | ||
| Underweight | 1.06 | 0.76–1.48 |
| Normal | ref | |
| Overweight | 1.25 | 1.12–1.39 |
| Obese | 1.29 | 1.08–1.55 |
| Biomechanical and Ergonomic risk | ||
| No Risk Perceived/No Risk Detected | ref | |
| Risk Perceived /Risk Detected | 1.91 | 1.62–2.24 |
| No Risk Perceived/Risk Detected | 1.04 | 0.85–1.27 |
| Risk Perceived /No Risk Detected | 1.63 | 1.46–1.82 |
| Video Display Terminal risk | ||
| No Risk Perceived/No Risk Detected | ref | |
| Risk Perceived /Risk Detected | 0.97 | 0.86–1.11 |
| No Risk Perceived/Risk Detected | 0.67 | 0.55–0.81 |
| Risk Perceived /No Risk Detected | 0.95 | 0.84–1.08 |
| Work-related stress | ||
| Low | ref | |
| Moderate | 1.44 | 1.26–1.64 |
| High | 1.50 | 1.30–1.74 |
| Very high | 2.03 | 1.75–2.36 |
| Anxiety | ||
| No | ref | |
| Yes | 1.50 | 1.31–1.73 |
| Insomnia | ||
| No | ref | |
| Yes | 1.78 | 1.59–2.00 |
| Training on health and safety at work | ||
| Yes | 0.84 | 0.75–0.94 |
| No | ref | |
Multivariate logistic regression analysis assessing factors associated with the occurrence of Lower limb pain in a representative sample of 8000 Italian workers
| Variable | OR | 95% CI |
|---|---|---|
| Sex | ||
| Male | ref | |
| Female | 1.23 | 1.08–1.41 |
| Age | ||
| 19–24 | 0.91 | 0.69–1.20 |
| 25–34 | 0.99 | 0.84–1.16 |
| 35–44 | ref | |
| 45–54 | 1.38 | 1.21–1.58 |
| 55–64 | 1.95 | 1.64–2.32 |
| Educational level | ||
| Lower secondary | ref | |
| Upper secondary | 0.78 | 0.67–0.90 |
| Graduate and post graduate | 0.68 | 0.56–0.82 |
| BMI | ||
| Underweight | 1.07 | 0.74–1.55 |
| Normal | ref | |
| Overweight | 1.38 | 1.22–1.55 |
| Obese | 2.37 | 1.96–2.86 |
| Occupational sector | ||
| Agriculture, fishing, and hunting | 0.98 | 0.67–1.44 |
| Manufacturing/Primary industry/Mining/Utilities | ref | |
| Construction | 1.05 | 0.81–1.36 |
| Wholesale and retail trade/Automotive and motorcycle repair/Accommodation and food services | 1.33 | 1.12–1.57 |
| Transportation and warehousing/Information and communication | 0.85 | 0.68–1.06 |
| Professional, financial and business services | 0.96 | 0.77–1.19 |
| Healthcare and social assistance | 1.22 | 0.97–1.53 |
| Education services/Public administration, social security | 1.07 | 0.87–1.32 |
| Other public and personal services | 0.99 | 0.78–1.25 |
| Occupational position | ||
| Top and middle manager | 0.65 | 0.46–0.94 |
| White collar | 0.94 | 0.69–1.28 |
| Blue collar | 1.02 | 0.74–1.40 |
| Apprentice or other type of employment | ref | |
| Working hours | ||
| 1–34 h/week | 1.22 | 1.07–1.41 |
| 35–40 h/week | ref | |
| 41–48 h/week | 1.12 | 0.92–1.36 |
| > =49 h/week | 0.87 | 0.68–1.13 |
| Shift work | ||
| No | ref | |
| Yes | 1.21 | 1.07–1.36 |
| Biomechanical and Ergonomic risk | ||
| No Risk Perceived/No Risk Detected | ref | |
| Risk Perceived /Risk Detected | 1.63 | 1.36–1.94 |
| No Risk Perceived/Risk Detected | 1.16 | 0.91–1.47 |
| Risk Perceived /No Risk Detected | 1.45 | 1.28–1.65 |
| Video Display Terminal risk | ||
| No Risk Perceived/No Risk Detected | ref | |
| Risk Perceived /Risk Detected | 0.79 | 0.67–0.92 |
| No Risk Perceived/Risk Detected | 0.72 | 0.57–0.90 |
| Risk Perceived /No Risk Detected | 0.97 | 0.84–1.12 |
| Work-related stress | ||
| Low | ref | |
| Moderate | 1.20 | 1.03–1.41 |
| High | 1.45 | 1.22–1.73 |
| Very high | 1.75 | 1.47–2.08 |
| Anxiety | ||
| No | ref | |
| Yes | 1.70 | 1.48–1.96 |
| Depression | ||
| No | ref | |
| Yes | 1.35 | 1.12–1.64 |
| Insomnia | ||
| No | ref | |
| Yes | 1.62 | 1.44–1.84 |
Multivariate logistic regression analysis assessing factors associated with the occurrence of Shoulders, neck and/or upper limb pain in a representative sample of 8000 Italian workers
| Variable | OR | 95% CI |
|---|---|---|
| Sex | ||
| Male | ref | |
| Female | 2.00 | 1.80–2.22 |
| Age | ||
| 19–24 | 0.96 | 0.75–1.22 |
| 25–34 | 1.06 | 0.92–1.21 |
| 35–44 | ref | |
| 45–54 | 1.16 | 1.03–1.31 |
| 55–64 | 1.22 | 1.05–1.43 |
| Educational level | ||
| Lower secondary | ref | |
| Upper secondary | 0.78 | 0.69–0.89 |
| Graduate and post graduate | 0.67 | 0.57–0.78 |
| BMI | ||
| Underweight | 1.33 | 0.95–1.87 |
| Normal | ref | |
| Overweight | 1.17 | 1.05–1.30 |
| Obese | 1.34 | 1.12–1.61 |
| Firm size | ||
| 1 to 9 | ref | |
| 10 to 49 | 1.11 | 0.95–1.31 |
| 50–249 | 1.22 | 1.04–1.44 |
| ≥ 250 | 1.16 | 1.00–1.35 |
| Biomechanical and Ergonomic risk | ||
| No Risk Perceived/No Risk Detected | ref | |
| Risk Perceived /Risk Detected | 1.70 | 1.44–1.99 |
| No Risk Perceived/Risk Detected | 0.86 | 0.70–1.07 |
| Risk Perceived /No Risk Detected | 1.60 | 1.43–1.79 |
| Video Display Terminal risk | ||
| No Risk Perceived/No Risk Detected | ref | |
| Risk Perceived /Risk Detected | 1.02 | 0.89–1.16 |
| No Risk Perceived/Risk Detected | 0.79 | 0.65–0.96 |
| Risk Perceived /No Risk Detected | 1.00 | 0.88–1.13 |
| Work-related stress | ||
| Low | ref | |
| Moderate | 1.22 | 1.07–1.40 |
| High | 1.44 | 1.24–1.67 |
| Very high | 1.78 | 1.53–2.08 |
| Anxiety | ||
| No | ref | |
| Yes | 1.54 | 1.34–1.77 |
| Depression | ||
| No | ref | |
| Yes | 1.36 | 1.12–1.65 |
| Insomnia | ||
| No | ref | |
| Yes | 1.75 | 1.56–1.97 |
| Training on health and safety at work | ||
| Yes | 0.82 | 0.73–0.92 |
| No | ref | |
Risk Perceived and Risk Detected for Biomechanical and Ergonomic: Comparison for Age
| Biomechanical and Ergonomic risk | Age | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 19–24 | 25–34 | 35–44 | 45–54 | 55–64 | ||||||
| N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | |
| No Risk Perceived/No Risk Detected | 159 (42.3) | −2.7 | 747 (48.4) | −0.6 | 1209 (47.1) | −2.4 | 1202 (49.8) | 0.8 | 610 (55.5) | 4.5 |
| Risk Perceived /Risk Detected | 37 (9.8) | −1.1 | 174 (11.3) | −0.6 | 344 (13.4) | 3.3 | 280 (11.6) | −0.2 | 100 (9.1) | −2.9 |
| No Risk Perceived/Risk Detected | 30 (8.0) | 1.4 | 99 (6.4) | 0.3 | 148 (5.8) | −1.2 | 160 (6.6) | 1.0 | 61 (5.6) | −1.0 |
| Risk Perceived /No Risk Detected | 150 (39.9) | 2.9 | 523 (33.9) | 0.9 | 865 (33.7) | 1.0 | 771 (32.0) | −1.3 | 329 (29.9) | −2.3 |
Risk Perceived and Risk Detected for Biomechanical and Ergonomic: Comparison for Sector
| Biomechanical and Ergonomic risk | Agriculture, fishing, and hunting | Manufact./ Primary industry/ Mining/ Utilities | Construction | Wholesale and retail trade/ Automotive and motorcycle repair/ Accommodation and food services | Transport. and warehousing/ Information and communication | Professional/ financial and business services | Healthcare and social assistance | Education services/ Public administration, social security | Other public and personal services | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | |
| No Risk Perceived/No Risk Detected | 77 (45.0) | −1.1 | 796 (42.6) | −6.4 | 178 (840.9) | −3.5 | 753 (53.5) | 3.7 | 297 (45.8) | −1.8 | 571 (60.1) | 7.2 | 238 (33.6) | −8.6 | 705 (58.5) | 7.1 | 312 (51.6) | 1.3 |
| Risk Perceived /Risk Detected | 22 (12.9) | 0.5 | 351 (18.8) | 10.9 | 77 (17.7) | 4.0 | 141 (10.0) | −2.1 | 70 (10.8) | −0.7 | 25 (2.6) | −9.3 | 154 (21.8) | 8.7 | 36 (3.0) | −10.2 | 59 (9.8) | −1.5 |
| No Risk Perceived/Risk Detected | 17 (9.9) | 2.0 | 177 (89.5) | 6.6 | 44 (10.1) | 3.5 | 91 (6.5) | 0.4 | 29 (4.5) | −1.9 | 25 (2.6) | −4.9 | 50 (7.1) | 1.0 | 31 (2.6) | −5.7 | 34 (5.6) | −0.6 |
| Risk Perceived /No Risk Detected | 55 (32.2) | −0.2 | 543 (29.1) | −4.1 | 136 (31.3) | −0.8 | 422 (30.0) | −2.6 | 253 (39.0) | 3.4 | 329 (34.6) | 1.2 | 266 (37.6) | 2.7 | 434 (36.0) | 2.4 | 200 (33.1) | 0.0 |
Risk Perceived and Risk Detected for Biomechanical and Ergonomic: Comparison for Firm size
| Biomechanical and Ergonomic risk | Firm size | |||||||
|---|---|---|---|---|---|---|---|---|
| 1 to 9 | 10 to 49 | 50 to 249 | ≥ 250 | |||||
| N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | |
| No Risk Perceived/No Risk Detected | 715 (57.2) | 6.4 | 810 (51.7) | 2.5 | 832 (48.6) | −0.3 | 1388 (44.3) | −6.7 |
| Risk Perceived /Risk Detected | 88 (7.0) | −5.8 | 189 (12.1) | 0.2 | 201 (11.7) | −0.3 | 435 (13.9) | 4.4 |
| No Risk Perceived/Risk Detected | 65 (5.2) | −1.6 | 118 (7.5) | 2.5 | 103 (6.0) | −0.36 | 189 (6.0) | −0.5 |
| Risk Perceived /No Risk Detected | 383 (30.6) | −2 | 449 (28.7) | −4.1 | 577 (33.7) | 0.6 | 1124 (35.8) | 4.3 |
Risk Perceived and Risk Detected for Video Display Terminal risk: Comparison for Age
| Video Display Terminal risk | Age | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 19–24 | 25–34 | 35–44 | 45–54 | 55–64 | ||||||
| N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | |
| No Risk Perceived/No Risk Detected | 208 (55.3) | 4.2 | 699 (45.3) | 0.4 | 1173 (45.7) | 1.1 | 1029 (42.6) | −2.6 | 477 (43.4) | −1.1 |
| Risk Perceived /Risk Detected | 61 (16.2) | −3.4 | 354 (22.9) | −0.5 | 608 (23.7) | 0.3 | 603 (25.0) | 2.1 | 251 (22.8) | −0.5 |
| No Risk Perceived/Risk Detected | 17 (4.5) | −2.5 | 111 (7.2) | −1.2 | 212 (8.3) | 0.7 | 191 (7.9) | −0.1 | 105 (9.6) | 2.1 |
| Risk Perceived /No Risk Detected | 90 (23.9) | 0.1 | 379 (24.6) | 0.8 | 573 (22.3) | −2.0 | 590 (24.5) | 1.0 | 267 (24.3) | 0.4 |
Risk Perceived and Risk Detected for Video Display Terminal risk: Comparison for Sector
| Video Display Terminal risk | Agriculture. fishing. and hunting | Manufacturing/ Primary industry/ Mining/ Utilities | Construction | Wholesale and retail trade/ Automotive and motorcycle repair/ Accommodation and food services | Transportation and warehousing/ Information and communication | Professional. financial and business services | Healthcare and social assistance | Education services/ Public administration. Social security | Other public and personal services | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | |
| No Risk Perceived/No Risk Detected | 102 (59.7) | 3.9 | 952 (51.0) | 6.1 | 255 (58.6) | 5.9 | 798 (56.7) | 9.9 | 267 (41.1) | −2.0 | 165 (17.4) | −18.1 | 301 (42.5) | −1.3 | 473 (39.2) | −4.3 | 273 (45.1) | 0.1 |
| Risk Perceived /Risk Detected | 39 (22.8) | −0.2 | 441 (23.6) | 0.2 | 80 (18.4) | −2.6 | 196 (13.9) | −9.3 | 195 (30.1) | 4.1 | 349 (36.7) | 10.3 | 156 (22.0) | −0.9 | 278 (23.1) | −0.4 | 143 (23.6) | 0.1 |
| No Risk Perceived/Risk Detected | 10 (5.9) | −1.0 | 188 (10.1) | 3.9 | 33 (7.6) | −0.3 | 107 (7.6) | −0.5 | 48 (7.4) | −0.5 | 77 (8.1) | 0.2 | 55 (7.8) | −0.2 | 71 (5.9) | −2.9 | 47 (7.8) | −0.2 |
| Risk Perceived /No Risk Detected | 20 (11.7) | −3.7 | 286 (15.3) | −9.8 | 67 (15.4) | −4.2 | 306 (21.8) | −1.9 | 139 (21.4) | −1.5 | 359 (38.0) | 10.8 | 196 (27.7) | 2.6 | 384 (31.8) | 7.2 | 142 (23.5) | −0.2 |
Risk Perceived and Risk Detected for Video Display Terminal risk: Comparison for Firm size
| Video Display Terminal risk | Firm size | |||||||
|---|---|---|---|---|---|---|---|---|
| 1 to 9 | 10 to 49 | 50 to 249 | ≥ 250 | |||||
| N (%) | Res. | N (%) | Res. | N (%) | Res. | N (%) | Res. | |
| No Risk Perceived/No Risk Detected | 732 (58.5) | 11.2 | 798 (51.0) | 6.1 | 771 (45.0) | 0.8 | 1081 (34.5) | −14.2 |
| Risk Perceived /Risk Detected | 139 (11.1) | −11.6 | 322 (20.6) | −3.5 | 389 (22.7) | −1.4 | 987 (31.5) | 12.8 |
| No Risk Perceived/Risk Detected | 80 (6.4) | −2.4 | 139 (8.9) | 1.3 | 135 (7.9) | −0.4 | 266 (8.5) | 1.1 |
| Risk Perceived /No Risk Detected | 300 (24.0) | 0.1 | 307 (19.6) | −4.4 | 418 (24.4) | 0.6 | 802 (25.6) | 3.0 |