Submitted:
30 August 2023
Posted:
31 August 2023
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Data Source and Participants
2.2. Definition and Measurement of Variables
2.2.1. Exposure to Hazardous Factors
2.2.2. Perceived Health Problems and Their Relevance to Work
2.2.3. Availability of Health and Safety-Related Information
2.2.4. Work Environment Satisfaction
2.3. Statistical Analysis
3. Results
3.1. Participants’ Demographic Characteristics
3.2. Exposure to Hazardous Factors among Farmworkers by Gender
3.3. Perceived Health Problems among Farmworkers by Gender
3.4. Availability of Health and Safety-Related Information among Farmworkers by Gender
3.5. Work Environment Satisfaction among Farmworkers by Gender
3.6. Predictors of Work-Related Health Problems and Work Environment Satisfaction among Farmworkers by Gender
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Variables | Male | Female | x2 | P-value | ||
|---|---|---|---|---|---|---|
| n | % | n | % | |||
| Age (Total) | 1,473 | 100.0 | 874 | 100.0 | 2.511 | 0.113 |
| < 60 Years | 651 | 44.2 | 357 | 40.8 | ||
| ≥ 65 Years | 558 | 35.0 | 517 | 59.2 | ||
| Job position (Total) | 1,473 | 100.0 | 874 | 100.0 | 583.069 | 0.000*** |
| Self-employed without employees | 1,089 | 73.9 | 415 | 47.5 | ||
| Self-employed/business owners with employees | 320 | 21.7 | 94 | 10.8 | ||
| Wage earners (employees) | 42 | 2.9 | 33 | 3.8 | ||
| Unpaid family workers | 22 | 1.5 | 332 | 38.0 | ||
| Length of career (Total) | 1,473 | 100.0 | 874 | 100.0 | 15.435 | 0.000*** |
| < 10 Years | 230 | 15.6 | 135 | 15.4 | ||
| 10–29 years | 468 | 31.8 | 214 | 24.5 | ||
| ≥ 30 years | 776 | 52.6 | 525 | 60.1 | ||
| Variables | Male | Female | x2 | P-value | ||
|---|---|---|---|---|---|---|
| n | % | n | % | |||
| Low temperature (indoor/outdoor)(Total) | 1,472 | 100.0 | 872 | 100.0 | 0.040 | 0.841 |
| Almost none or none at all | 1,029 | 69.9 | 613 | 70.3 | ||
| More than ¼ of work hours | 443 | 30.1 | 259 | 29.7 | ||
| High temperature causing sweating even when not working(Total) | 1,472 | 100.0 | 872 | 100.0 | 2.413 | 0.120 |
| Almost none or none at all | 872 | 59.2 | 488 | 56.0 | ||
| More than ¼ of work hours | 600 | 40.8 | 384 | 44.0 | ||
| Severe noise that requires a loud voice when talking to others(Total) | 1,472 | 100.0 | 872 | 100.0 | 0.196 | 0.658 |
| Almost none or none at all | 1,308 | 88.9 | 780 | 89.4 | ||
| More than ¼ of work hours | 164 | 11.1 | 92 | 10.6 | ||
| Vibration generated by hand tools and machinery(Total) | 1,472 | 100.0 | 872 | 100.0 | 59.530 | 0.000*** |
| Almost none or none at all | 999 | 67.9 | 719 | 82.5 | ||
| More than ¼ of work hours | 473 | 32.1 | 153 | 17.5 | ||
| Handling/contact with chemical products/substances(Total) | 1,469 | 100.0 | 872 | 100.0 | 1.889 | 0.169 |
| Almost none or none at all | 1,308 | 89.0 | 792 | 90.8 | ||
| More than ¼ of work hours | 161 | 11.0 | 80 | 9.2 | ||
| Inhalation of smoke, fume, powder, or dust(Total) | 1,471 | 100.0 | 872 | 100.0 | 10.771 | 0.001*** |
| Almost none or none at all | 1,170 | 79.5 | 741 | 85.0 | ||
| More than ¼ of work hours | 301 | 20.5 | 131 | 15.0 | ||
| Repetitive hand/arm movement(Total) | 1,474 | 100.0 | 874 | 100.0 | 0.392 | 0.531 |
| Almost none or none at all | 287 | 19.5 | 161 | 18.4 | ||
| More than ¼ of work hours | 1,187 | 80.5 | 713 | 81.6 | ||
| Sitting posture(Total) | 1,473 | 100.0 | 874 | 100.0 | 40.726 | 0.000*** |
| Almost none or none at all | 457 | 31.0 | 166 | 19.0 | ||
| More than ¼ of work hours | 1,016 | 69.0 | 708 | 81.0 | ||
| Continuous standing posture(Total) | 1,473 | 100.0 | 874 | 100.0 | 11.856 | 0.001*** |
| Almost none or none at all | 159 | 10.8 | 137 | 15.7 | ||
| More than ¼ of work hours | 1,314 | 89.2 | 737 | 84.3 | ||
| Pulling/pushing/moving heavy objects(Total) | 1,474 | 100.0 | 873 | 100.0 | 25.194 | 0.000*** |
| Almost none or none at all | 451 | 30.6 | 356 | 40.8 | ||
| More than ¼ of work hours | 1,023 | 69.4 | 517 | 22.0 | ||
| Posture that causes fatigue or pain(Total) | 1,473 | 100.0 | 874 | 100.0 | 9.650 | 0.002** |
| Almost none or none at all | 527 | 35.8 | 258 | 29.5 | ||
| More than ¼ of work hours | 946 | 64.2 | 616 | 70.5 | ||
| Variables | Male | Female | x2 | P-value | ||
|---|---|---|---|---|---|---|
| n | % | n | % | |||
| Low back pain(Total) | 1,473 | 100.0 | 874 | 100.0 | 78.663 | 0.000*** |
| No | 647 | 43.9 | 224 | 25.6 | ||
| Yes | 826 | 56.1 | 650 | 74.4 | ||
| Upper extremity Muscle pain (Total) | 1,472 | 100.0 | 873 | 100.0 | 33.325 | 0.000*** |
| No | 639 | 43.4 | 274 | 31.4 | ||
| Yes | 833 | 56.4 | 599 | 68.6 | ||
| Lower extremity muscle pain(Total) | 1,473 | 100.0 | 873 | 100.0 | 67.469 | 0.000*** |
| No | 827 | 56.1 | 337 | 38.6 | 15.435 | 0.000*** |
| Yes | 646 | 43.9 | 536 | 61.4 | ||
| Headache,Eye strain(Total) | 1,473 | 100.0 | 874 | 100.0 | 9.159 | 0.002** |
| No | 1,245 | 84.5 | 696 | 79.6 | ||
| Yes | 228 | 15.5 | 178 | 20.4 | ||
| Anxiety(Total) | 1,473 | 100.0 | 873 | 100.0 | 13.857 | 0.000*** |
| No | 1,424 | 96.7 | 815 | 934 | ||
| Yes | 49 | 3.3 | 58 | 6.6 | ||
| Variables | Male | Female | x2 | P-value | ||
|---|---|---|---|---|---|---|
| n | % | n | % | |||
| Availability of health & safety information (Total) | 1,449 | 100.0 | 856 | 100.0 | 16.296 | 0.000*** |
| Given information | 465 | 32.1 | 207 | 24.2 | ||
| Not given information | 984 | 67.9 | 649 | 75.8 | ||
| Variables | Male | Female | x2 | P-value | ||
|---|---|---|---|---|---|---|
| n | % | n | % | |||
| Work environment satisfaction (Total) | 1,473 | 100.0 | 874 | 100.0 | 10.373 | 0.000*** |
| Satisfied | 1,147 | 77.9 | 629 | 72.0 | ||
| Not satisfied | 326 | 22.1 | 245 | 28.0 | ||
| Variables | Low back pain | Upper extremity pain | Lower extremity pain | Headache/eye strain | Anxiety | Work environment satisfaction | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Male | Female | Male | Female | Male | Female | Male | Female | Male | Female | Male | Female | |
| OR (95%CI) | OR (95%CI) | OR (95%CI) | OR (95%CI) | OR (95%CI) | OR (95%CI) | OR (95%CI) | OR (95%CI) | OR (95%CI) | OR (95%CI) | OR (95%CI) | OR (95%CI) | |
| Job position | ||||||||||||
| Self-employed without employees | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||
| Self-employed/business owners with employees | 3.298(1.479~7.353)** | 3.272(0.934~11.463) | 4.062(1.828~9.028)*** | 2.176E8(0.000) | 17.366(4.703~64.121)*** | 2.221E8(0.000) | 5.153(1.700~15.620)** | 7.706E8(0.000) | 3.090(1.481~6.449)** | |||
| Wage earners (employees) | 1.785(0.270~11.809) | 0.268(0.087~0.827) * | 1.717(0.265~11.114) | 0.350(0.084~1.451) | 0.549(0.072~4.153) | 0.476(0.095~2.392) | 6.481E8(0.000) | 0.293(0.015~5.913) | 0.664(0.240~1.841) | |||
| Unpaid family workers | 0.212(0.049~0.916)* | 1.508(0.810~2.806) | 0.513(0.097~2.714) | 1.592(0.818~3.101) | 0.246(0.054~1.117) | 1.438(0.719~2.876) | 0.206(0.030~1.422) | 1.973(0.938~4.152) | 1.003(0.722~1.393) | |||
| Career duration | ||||||||||||
| <10 years | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||
| 10~29 years | 2.641(1.153~6.049) * | 1.461(0.617~3.461) | 2.005(0.799~5.030) | 1.523(0.546~4.249) | 2.635(0.909~7.643) | 1.249(0.380~4.104) | 5.166(1.176~22.684)* | 0.664(0.424~1.041) | 0.737(0.386~1.408) | |||
| ≥30 years | 3.330(1.605~6.910) *** | 3.852(1.654~8.970)** | 6.148(2.551~14.819)*** | 3.811(1.519~9.652**) | 5.896(2.321~14.977)*** | 3.040(0.968~9.555)* | 4.059(1.126~13.553)* | 0.487(0.322~0.736) *** | 0.354(0.198~0.631)*** | |||
| Hazardous exposure | ||||||||||||
| Vibration (Yes) | 2.306(0.897~5.927) | 0.511(0.261~0.999)* | ||||||||||
| Noise (Yes) | 0.387(0.171~0.875)* | 2.481(0.807~7.626) | ||||||||||
| High temperature (Yes) | 1.907(1.052~3.457)* | 1.776(0.898~3.512) | 3.291(0.898~12.056) | 0.748(0.571~0.981)* | ||||||||
| Low temperature (Yes) | ||||||||||||
| smoke/fume/dust (Yes) | 0.779(0.585~1.039) | 0.746(0.548~1.017) | ||||||||||
| Chemical substances (Yes) | 3.086(1.061~8.974)* | 1.603(0.962~2.668) | ||||||||||
| Fatigue/pain-inducing posture (Yes) | 1.772(0.916~3.428) | 5.071(0.945~27.223)* | ||||||||||
| Heavy objects (Yes) | 1.961(1.132~3.396)** | 3.322(1.876~5.885)*** | 2.874(1.499~5.508)*** | 2.721(1.460~5.070)** | 1.876(0.973~3.617) | 2.195(1.091~4.415)* | 11.371(2.224~58.138)** | 4.358(1.189~15.975)* | ||||
| Standing posture (Yes) | 2.105(1.090~4.066*) | 1.852(0.909~3.774) | ||||||||||
| Sitting posture (Yes) | 0.480(0.253~0.912)* | 0.380(0.202~0.714)** | 0.279(0.124~0.625)** | 0.739(0.551~0.990)* | ||||||||
| Repetitive hand/arm movement (Yes) | 3.278(1.887~5.693)*** | 2.289(1.197~4.378**) | 4.254(2.354~7.696)*** | 2.018(0.989~4.118)* | 4.242(2.183~8.242)*** | 2.739(1.292~5.806)** | 2.774(1.102~6.985)* | |||||
|
Safety information (Not given) |
1.758(1.026~3.015)* | 1.892(1.029~3.479*) | 2.799(1.642~4.770)*** | 2.036(1.097~3.782)* | 2.260(0.973~5.250)* | 0.312(0.229~0.450)*** | 0.554(0.368~0.834)** | |||||
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