| Literature DB >> 25678067 |
Berry J van Holland1, Remko Soer, Michiel R de Boer, Michiel F Reneman, Sandra Brouwer.
Abstract
BACKGROUND: Workers' health surveillance (WHS) programs commonly measure a large number of indicators addressing health habits and health risks. Recently, work ability and functional capacity have been included as important risk measures in WHS. In order to address work ability appropriately, knowledge of associations with work and health measures is necessary. The objective of this study was to evaluate which of the factors measured in a WHS are independently associated with work ability in a group of meat processing workers.Entities:
Mesh:
Year: 2015 PMID: 25678067 PMCID: PMC4540765 DOI: 10.1007/s10926-015-9569-2
Source DB: PubMed Journal: J Occup Rehabil ISSN: 1053-0487
Overview of outcomes for the total sample (N = 230) and for both WAI categories
| Total | WAI+ | WAI− | ||||
|---|---|---|---|---|---|---|
| Mean/ | SD/ % | Mean/ | SD/ % | Mean/ | SD/ % | |
| Work Ability Index (7–49) | 39.3 | 5.4 | 41.9 | 3.2 | 32.3 | 3.7 |
| 230 | 100 % | 167 | 73 % | 63 | 27 % | |
| Poor (7–27) | 7 | 3.0 % | ||||
| Moderate (28–36) | 56 | 24.3 % | ||||
| Good (37–43) | 115 | 50.0 % | ||||
| Excellent (44–49) | 49 | 21.3 % | ||||
| Missing | 3 | 1.3 % | ||||
| Personal characteristics | ||||||
| Gender (% male) | 206 | 90 % | 149 | 89 % | 57 | 90 % |
| Age (year) | 52.9 | 6.7 | 52.2 | 6.7 | 54.5 | 6.4 |
| Affiliation duration (year) | 22.5 | 10.7 | 22.0 | 10.7 | 23.9 | 10.6 |
| Contract hours/4 weeks (h) | 141.6 | 15.1 | 141.7 | 15.1 | 141.6 | 15.3 |
| Educational level, low | 171 | 74 % | 123 | 74 % | 48 | 76 % |
| Biometric data | ||||||
| Cholesterol (mmol/l) | 5.3 | 0.9 | 5.3 | 0.9 | 5.4 | 0.9 |
| Glucose (mmol/l) | 5.9 | 1.8 | 5.8 | 1.8 | 6.1 | 1.6 |
| Systolic BP (mm Hg) | 140.7 | 18.5 | 142.0 | 19.2 | 137.3 | 15.8 |
| Diastolic BP (mm Hg) | 82.7 | 10.1 | 82.6 | 10.5 | 82.7 | 9.0 |
| Resting heart rate (bpm) | 71.4 | 12.3 | 71.5 | 12.1 | 71.3 | 13.2 |
| Body length (m) | 175.6 | 8.8 | 176.0 | 8.7 | 174.7 | 9.1 |
| Body weight (kg) | 85.9 | 16.0 | 85.3 | 16.3 | 87.5 | 15.6 |
| Fat percentage (%) | 27.4 | 7.2 | 26.9 | 7.4 | 28.6 | 6.6 |
| Health | ||||||
| Smoking, yes | 95 | 41 % | 70 | 42 % | 25 | 40 % |
| Alcohol use, yes | 178 | 77 % | 133 | 80 % | 45 | 72 % |
| Healthy eating habits, yes | 110 | 48 % | 79 | 47 % | 31 | 49 % |
| Functional capacitya | ||||||
| Aerobic capacity (ml/min/kg) | 30.8 | 9.8 | 31.3 | 10.1 | 29.4 | 8.7 |
| >32.9 ml/min/kg | 90 | 39 % | 70 | 42 % | 20 | 31 % |
| Lifting low (kg) | 32.6 | 12.1 | 34.1 | 11.9 | 28.7 | 11.2 |
| >45 kg | 17 | 7 % | – | – | – | – |
| Lifting high (kg) | 17.0 | 6.5 | 17.4 | 6.4 | 15.8 | 6.1 |
| >24 kg | 18 | 8 % | 14 | 8 % | 4 | 6 % |
| Carrying (kg) | 37.1 | 11.5 | 38.0 | 11.6 | 34.8 | 10.6 |
| >48 kg | 20 | 8 % | 16 | 10 % | 4 | 6 % |
| Overhead work (s) | 220.9 | 98.2 | 237.6 | 92.7 | 177.0 | 96.4 |
| >221 s | 118 | 51 % | 102 | 61 % | 16 | 26 % |
| Forward bent work (s) | 244.5 | 100.5 | 255.1 | 95.1 | 216.7 | 103.1 |
| >262 s | 121 | 53 % | 98 | 58 % | 23 | 37 % |
| Repetitive bending (s) | 47.9 | 10.3 | 47.1 | 9.7 | 49.8 | 11.2 |
| <55 s | 191 | 83 % | 141 | 84 % | 50 | 80 % |
| Trunk rotation right (s) | 68.5 | 15.2 | 67.2 | 14.6 | 71.8 | 15.5 |
| <93 s | 219 | 95 % | 161 | 96 % | 58 | 92 % |
| Trunk rotation left (s) | 68.5 | 13.7 | 67.3 | 13.1 | 71.7 | 14.1 |
| <98 s | 222 | 97 % | 164 | 98 % | 58 | 92 % |
| Hand grip strength (kgf) | 49.2 | 11.1 | 49.5 | 11.0 | 48.3 | 11.3 |
| >32.5 kg | 213 | 92 % | 156 | 93 % | 57 | 90 % |
| VBBA | ||||||
| High physical workload, yes | 100 | 43 % | 66 | 40 % | 34 | 54 % |
| High mental workload, yes | 40 | 17 % | 25 | 15 % | 15 | 24 % |
| Need for recovery (0–5) | 1.2 | 1.4 | 0.9 | 1.2 | 2.1 | 1.7 |
Number of participants, number of participants with sufficient functional capacity and means (SD) are presented
WAI +, employees scoring equal to or above WAI cut-off; WAI−, employees scoring below WAI cut-off
WAI Work Ability Index, VBBA Dutch Questionnaire on the Experience and Evaluation of Work
aFor functional capacity the number of participants scoring better than the cut-off value is presented together with average (SD) scores on these tests
Odds ratios (ORs), their 95 % confidence interval (95 % CI), and p values for having good to excellent work ability: results from the univariable analyses
| OR | 95 % CI |
| ||
|---|---|---|---|---|
| LL | UL | |||
| Personal characteristics | ||||
| Gender | 1.16 | 0.44 | 3.06 | 0.770 |
| Age | 0.95 | 0.90 | 0.99 | 0.024 |
| Affiliation duration | 0.98 | 0.96 | 1.01 | 0.227 |
| Contract hours | 1.00 | 0.98 | 1.02 | 0.980 |
| Educational level | 1.14 | 0.58 | 2.24 | 0.705 |
| Biometric data | ||||
| Cholesterol | 0.97 | 0.69 | 1.35 | 0.834 |
| Glucose | 0.91 | 0.76 | 1.07 | 0.256 |
| Systolic BP | 1.02 | 1.00 | 1.03 | 0.080 |
| Diastolic BP | 1.00 | 0.97 | 1.03 | 0.937 |
| Resting heart rate | 1.00 | 0.98 | 1.03 | 0.924 |
| Body length | 1.02 | 0.98 | 1.05 | 0.320 |
| Body weight | 0.99 | 0.97 | 1.01 | 0.359 |
| Fat percentage | 0.97 | 0.93 | 1.01 | 0.122 |
| Health | ||||
| Smoking | 1.06 | 0.56 | 2.03 | 0.850 |
| Alcohol use | 1.55 | 0.80 | 3.01 | 0.196 |
| Healthy eating habits | 0.92 | 0.52 | 1.65 | 0.782 |
| Functional capacity | ||||
| Aerobic capacity | 1.61 | 0.84 | 3.11 | 0.155 |
| Lifting low | – | – | – | – |
| Lifting high | 1.35 | 0.35 | 5.18 | 0.662 |
| Carrying | 1.68 | 0.39 | 7.22 | 0.482 |
| Overhead work | 4.36 | 2.14 | 8.88 | 0.000 |
| Forward bent work | 2.38 | 1.23 | 4.57 | 0.010 |
| Repetitive bending | 1.33 | 0.58 | 3.07 | 0.496 |
| Trunk rotation right | 2.27 | 0.62 | 8.22 | 0.214 |
| Trunk rotation left | 5.50 | 1.05 | 28.76 | 0.043 |
| Hand grip strength | 1.49 | 0.52 | 4.21 | 0.457 |
| VBBA | ||||
| High physical workload | 0.56 | 0.31 | 1.00 | 0.052 |
| High mental workload | 0.55 | 0.27 | 1.14 | 0.109 |
| Need for recovery | 0.57 | 0.46 | 0.71 | 0.000 |
LL Lower limit, UL Upper limit, VBBA Dutch Questionnaire on the Experience and Evaluation of Work
Odds ratios (ORs), their 95 % confidence interval (95 % CI), and p values for having good to excellent work ability: results from the multivariable analyses
| Multivariable model | OR | 95 % CI |
| |
|---|---|---|---|---|
| LL | UL | |||
| Need for recovery | 0.56 | 0.44 | 0.71 | 0.000 |
| Overhead work | 3.95 | 1.80 | 8.68 | 0.001 |
| Age | 0.94 | 0.89 | 0.99 | 0.016 |
| Systolic BP | 1.03 | 1.00 | 1.05 | 0.025 |
Overhead work is included as dichotomous variable; need for recovery, age, and systolic BP are included as continuous variables
LL lower limit, UL upper limit
Fig. 1ROC curve for the multivariable model predicting good to excellent work ability. X-axis: probability of false-positive predictions; Y-axis: probability of true-positive predictions. AUC = 0.81 (95 % CI 0.75–0.86)