| Literature DB >> 32526830 |
Madiha Ijaz1, Muhammad Akram1, Sajid Rashid Ahmad1, Kamran Mirza2, Falaq Ali Nadeem3, Steven M Thygerson4.
Abstract
There is not enough data available on occupational health and safety issues of underground coal miners in Pakistan. This study focuses on spinal disorders in association with personal and occupational factors. The Nordic Musculoskeletal Questionnaire was used for a cross-sectional study of 260 workers of 20 mines located in four districts of Punjab, Pakistan. Regression models were created for upper back pain and lower back pain of workers whose mean age is 19.8 years (±SD 1.47). Results identify the coal cutting as the most harmful work with odds ratios (ORs) 13.06 (95% confidence interval (CI) 13.7-21.5) for lower back pain and 11.2 (95% CI 3.5-19.4) for upper back pain in participants. Those with greater years of work experience had higher odds of upper back pain (2.4, 95% CI 1.4-3.5) and lower back pain (3.3, 95% CI 1.1-4.4). Number of repetitions (mean value 25.85/minute with ±SD 9.48) are also significant for spinal disorder with ORs of 4.3 (95% CI 3.2-7.4) for lower back and 1.3 (95% CI 1.0-2.4) for upper back. Many other occupational and personal factors are positively associated with the back pain in underground coal mines workers, requiring immediate ergonomic intervention.Entities:
Keywords: Nordic musculoskeletal questionnaire; Odd ratio; coal mining; ergonomics; lower and upper back pain; male workers; spinal disorder
Year: 2020 PMID: 32526830 PMCID: PMC7312123 DOI: 10.3390/ijerph17114102
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Goodness of fit logistic regression model.
| Omnibus Test (Overall Significance of the Model). | −2 Log Likelihood | Cox & Snell R Square | Nagelkerke R Square | Hosmer & Lemeshow Test | ||
|---|---|---|---|---|---|---|
| Chi-Square | Sig. | Chi-Square | Sig. | |||
| 19.442 | 0.000 * | 231.651 | 0.424 | 0.467 | 2.501 | 0.424 |
* Significant at the 0.05 level.
Goodness of fit logistic regression model.
| Omnibus Test (Overall Significance of the Model) | −2 Log likelihood | Cox & Snell R Square | Nagelkerke R Square | Hosmer & Lemeshow Test | ||
|---|---|---|---|---|---|---|
| Chi-Square | Sig. | Chi-Square | Sig. | |||
| 24.265 | 0.000 * | 216.589 | 0.461 | 0.444 | 2.382 | 0.461 |
* Significant at the 0.05 level.
Estimation of regression coefficients with their confidence interval for lower back pain.
| Factors | B | S.E. | Wald | Sig | Exp (B) | 95% CI for Exp ( B) | |
|---|---|---|---|---|---|---|---|
| Lower | Upper | ||||||
| Age of workers (years) | 0.327 | 0.421 | 0.622 | 0.001 | 1.115 | 1.089 | 2.143 |
| BMI | 1.415 | 0.784 | 5.044 | 0.008 | 1.987 | 1.424 | 2.784 |
| Working months/year | 1.037 | 0.322 | 1.44 | 0.000 * | 3.317 | 1.196 | 4.461 |
| Working Hours/day | 1.789 | 0.415 | 7.654 | 0.000 * | 2.447 | 1.259 | 2.773 |
| No. of repetition/minute | 1.422 | 0.152 | 5.147 | 0.000 * | 4.384 | 3.241 | 7.493 |
| Experience of coal mining (in years) | 0.511 | 0.754 | 4.874 | 0.000 * | 2.423 | 2.339 | 3.501 |
| Discomfort in body at end of day | 1.552 | 0.332 | 6.847 | 0.004 | 3.142 | 2.059 | 4.168 |
| Work stage 1(drilling & blasting) | 1.265 | 0.642 | 8.100 | 0.014 | 4.62 | 3.101 | 7.811 |
| Work stage 2 (coal cutting) | 2.522 | 0.636 | 11.425 | 0.000 * | 13.06 | 3.744 | 21.561 |
| Work stage 3 (dumping) | 1.518 | 0.411 | 7.81 | 0.001 | 4.490 | 3.239 | 6.000 |
| Work stage 4 (transporting) | 0.887 | 0.666 | 6.842 | 0.000 * | 5.21 | 4.431 | 6.235 |
| Work stage 5 (loading) | 2.117 | 0.412 | 11.541 | 0.010 | 2.889 | 1.734 | 3.368 |
| Work stage 6 (timbering & supporting) | 1.001 | 0.367 | 7.913 | 0.024 | 1.360 | 1.176 | 2.733 |
| Constant | 1.753 | 0.422 | 17.420 | 0.000 * | 5.770 | ||
* Significant at the 0.05 level. The fitted model is
Estimation of regression coefficients with their confidence interval for upper back pain.
| Factors | B | S.E. | Wald | Sig | Exp (B) | 95% CI for Exp (B) | |
|---|---|---|---|---|---|---|---|
| Lower | Upper | ||||||
| Age | 0.201 | 0.244 | 0.673 | 0.012 | 1.222 | 0.997 | 1.573 |
| Working hours/day | 1.764 | 0.412 | 7.89 | 0.000 * | 2.547 | 2.247 | 3.768 |
| Travel time | 0.747 | 0.378 | 0.542 | 0.041 | 1.210 | 1.137 | 1.724 |
| No. of repetition/minute | 1.231 | 0.368 | 3.475 | 0.004 | 1.351 | 1.007 | 2.448 |
| Experience of coal mining (in years) | 0.884 | 0.425 | 4.374 | 0.000 * | 2.409 | 1.389 | 3.541 |
| Severity of pain(at the end of day) | 1.841 | 0.354 | 6.701 | 0.01 | 1.099 | 0.047 | 1.174 |
| Working months /year | 0.879 | 0.423 | 5.800 | 0.000 * | 4.314 | 2.184 | 4.425 |
| Work stage 1 (drilling & blasting) | 2.121 | 0.569 | 8.487 | 0.001 * | 5.127 | 3.124 | 7.831 |
| Work stage 2 (coal cutting) | 2.614 | 0.741 | 11.315 | 0.000 * | 11.24 | 3.584 | 19.411 |
| Work stage 5 (loading) | 2.656 | 0.458 | 10.847 | 0.000 * | 4.947 | 3.750 | 6.300 |
| Work stage 6 (timbering and supporting) | 1.147 | 0.784 | 8.014 | 0.000 * | 5.487 | 3.184 | 5.745 |
| Constant | 1.845 | 0.457 | 11.241 | 0.000 * | 4.801 | ||
* Significant at the 0.05 level. The fitted model is
Figure 1Process Flow Chart.
Summary of personal and occupational factors of workers.
| Descriptive Statistics | Mean | Standard Deviations |
|---|---|---|
| Age (years) | 19.80 | ±1.47 |
| Height | 5 ft. 6 in. | ±1.130 |
| Weight (kg) | 65 | ±1.7 |
| BMI (kg/m2) | 27.43 | ±6.515 |
| Within range i.e., 18.5 to 24.9 ( | ||
| Travel time to work place (minutes) | 0.06 | ±0.234 |
| No of working hours/day | 12.63 | ±5.237 |
| No of working months/year | 8.43 | ±2.50 |
| Experience of workers (years) | 8.00 | ±4.086 |
| No. of repetitions /minute | 25.85 | ±9.48 |
| Level of discomfort in body at end of day | 2.86 (severe) | ±0.8916 |
| Workers with history of nonwork-related injury | 0.03 | ±0.1843 |
The factors not significant for lower back pain.
| Factors | Wald | Sig |
|---|---|---|
| Travel time | 0.322 | 0.112 |
| Part time working activity | 2.54 | 0.256 |
| Injury outside of workplace | 1.36 | 0.121 |
The factors not significant for upper back pain.
| Factors | Wald | Sig |
|---|---|---|
| BMI | 0.740 | 0.113 |
| Part time working activity | 1.234 | 0.063 |
| Any Injury outside of the workplace | 1.014 | 0.091 |
| Work stage 3 (Coal Dumping) | 8.547 | 0.621 |
| Work stage 4 (Transporting) | 7.245 | 0.514 |
Figure 2Association between workers’ age and frequency of pain in back.