Older Female Farmers and Modeling of Occupational Hazards, Wellbeing, and Sleep-Related Problems on Musculoskeletal Pains
Abstract
:1. Introduction
2. Methods
2.1. Data Collection and Subjects
2.2. Research Variables
2.3. Data Analysis and Structural Equation Modelling
2.4. Reliability Analysis and Model Fit Test
3. Results
3.1. Results of Reliability and Validity Analysis
3.2. Results of Model Fit and Hypothesis Testing
3.3. Results of Structural Equation Modelling
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Acknowledgments
Conflicts of Interest
References
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Latent Variable | Cronbach’s α | Measurement Variable | Component | ||||
---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | |||
Wellbeing | 0.931 | Good spirit | 0.926 | 0.025 | 0.017 | −0.021 | 0.051 |
Active | 0.920 | 0.029 | 0.024 | −0.044 | −0.004 | ||
Vitality | 0.890 | 0.057 | −0.031 | −0.062 | 0.042 | ||
Interest | 0.867 | 0.000 | 0.057 | −0.123 | 0.046 | ||
Relax | 0.812 | −0.025 | −0.044 | 0.074 | 0.006 | ||
Ergonomic hazards | 0.800 | Repetitive motion | −0.027 | 0.808 | −0.113 | 0.060 | 0.031 |
Awkward posture | 0.092 | 0.792 | 0.019 | 0.202 | 0.074 | ||
Standing posture | 0.025 | 0.766 | −0.020 | −0.072 | 0.127 | ||
MMH | 0.028 | 0.660 | 0.026 | −0.041 | 0.334 | ||
Hot * | −0.032 | 0.592 | 0.037 | 0.012 | 0.253 | ||
Sleep-related problems | 0.871 | Falling asleep | −0.014 | −0.039 | 0.904 | 0.109 | 0.026 |
Waking up | −0.018 | −0.044 | 0.890 | 0.053 | 0.041 | ||
Feeling tired | 0.042 | 0.028 | 0.862 | 0.054 | 0.045 | ||
Musculoskeletal pains | 0.691 | Upper limb pain | −0.073 | 0.035 | −0.010 | 0.812 | 0.010 |
Lower limb pain | −0.124 | −0.022 | −0.027 | 0.800 | −0.006 | ||
Backache | 0.039 | −0.040 | 0.113 | 0.665 | −0.069 | ||
Overall fatigue | 0.009 | 0.146 | 0.112 | 0.566 | −0.078 | ||
Environmental hazards | 0.671 | Noise | 0.029 | 0.203 | −0.022 | −0.029 | 0.812 |
Vibration | 0.023 | 0.162 | 0.118 | −0.182 | 0.777 | ||
Skin contact | 0.057 | 0.219 | 0.020 | 0.028 | 0.627 | ||
Instrument Total | 0.756 | % of Variance | 20.47% | 16.63% | 12.91% | 10.5% | 5.63% |
Cumulative (%) | 66.177 | ||||||
Kaiser-Meyer-Olkin Test | 0.823 | ||||||
Bartlett’s Test | p < 0.001 |
Hypothesis | Ergonomic Hazards | Wellbeing | Sleep-Related Problem | Musculoskeletal Pains | AVE | CR |
---|---|---|---|---|---|---|
Environmental hazards | 0.526 | 0.095 | 0.077 | −0.156 | 0.831 | 0.934 |
Ergonomic hazards | 0.066 | −0.042 | 0.093 | 0.575 | 0.870 | |
Wellbeing | 0.004 | −0.143 | 0.617 | 0.889 | ||
Sleep-related problem | 0.130 | 0.700 | 0.874 | |||
Musculoskeletal pains | 0.728 | 0.908 |
Hypothesis | Paths | Standardized Coefficient (r) | Critical Ratio | p-Value | Result |
---|---|---|---|---|---|
H1 | Environmental hazards →Wellbeing | 0.083 | 2.462 | 0.014 * | Supported |
H2 | Environmental hazards →Sleep-related problem | 0.124 | 3.519 | <0.001 * | Supported |
H3 | Ergonomic hazards →Wellbeing | 0.022 | 0.684 | 0.494 | Not Supported |
H4 | Ergonomic hazards →Sleep-related problem | −0.106 | −3.179 | 0.001 * | Supported |
H5 | Ergonomic hazards →Musculoskeletal pains | 0.086 | 3.085 | 0.002 * | Supported |
H6 | Wellbeing →Musculoskeletal pains | −0.149 | −5.586 | <0.001 * | Supported |
H7 | Sleep-related problem →Musculoskeletal pains | 0.131 | 4.817 | <0.001 * | Supported |
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Shin, D.S.; Jeong, B.Y. Older Female Farmers and Modeling of Occupational Hazards, Wellbeing, and Sleep-Related Problems on Musculoskeletal Pains. Int. J. Environ. Res. Public Health 2022, 19, 7274. https://doi.org/10.3390/ijerph19127274
Shin DS, Jeong BY. Older Female Farmers and Modeling of Occupational Hazards, Wellbeing, and Sleep-Related Problems on Musculoskeletal Pains. International Journal of Environmental Research and Public Health. 2022; 19(12):7274. https://doi.org/10.3390/ijerph19127274
Chicago/Turabian StyleShin, Dong Seok, and Byung Yong Jeong. 2022. "Older Female Farmers and Modeling of Occupational Hazards, Wellbeing, and Sleep-Related Problems on Musculoskeletal Pains" International Journal of Environmental Research and Public Health 19, no. 12: 7274. https://doi.org/10.3390/ijerph19127274
APA StyleShin, D. S., & Jeong, B. Y. (2022). Older Female Farmers and Modeling of Occupational Hazards, Wellbeing, and Sleep-Related Problems on Musculoskeletal Pains. International Journal of Environmental Research and Public Health, 19(12), 7274. https://doi.org/10.3390/ijerph19127274