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Title: Analyzing the Impacts of Soapstone Dust on Respiratory System of Mine Workers Through Structural Equation Modelling Technique: A Case Study of Sherwan Soapstone Mines, Abbottabad, Pakistan
Authors: Salim Raza, Salman Jaleel, Saira Sherin, Sajjad Hussain, Zahid Ur Rehman
Journal: International Journal of Innovations in Science & Technology
Publisher: 50SEA JOURNALS (SMC-PRIVATE) LIMITED
Country: Pakistan
Year: 2024
Volume: 6
Issue: 3
Language: English
Keywords: SeverityDust InhalationRespiratory SymptomsMedical ExaminationStructural Equation Modelling
Dust produced in mining has a substantial impact on worker’s health resulting in severe respiratory diseases. Researchers mainly focused on the dust problems faced in surface mining whereas the dust produced in underground soapstone mines has received comparatively less attention. This study evaluates self-reported respiratory symptoms and medical examinations of underground mine workers in soapstone mines. It establishes a relationship between the respiratory illness factors and its symptoms, providing new insight into the analysis. Demographic and other respiratory symptoms-related data is collected through questionnaires from underground soapstone mine workers, located in the Abbottabad area, with medical data from 60 of these workers obtained through medical examinations. The collected data is subsequently analyzed using Structural Equation Modelling and regression analysis to investigate the relationship between the evaluated factors in the dust analysis. The dust assessment shows that it is primarily composed of silica, with small particle sizes that are smaller than the threshold limit value and pose a risk of silicosis. The questionnaire data indicates that about 75% of workers exhibit symptoms of respiratory diseases, the majority of them are laborers and old age workers whereas the medical examinations revealed that 80% of workers are affected by lung infections. The Structural Equation Modelling demonstrates that dust inhalation has a stronger effect on symptom occurrence (β = 0.485, p < 0.001) compared to dust severity (β = 0.207, p < 0.05). These results are concerning and underscore the need for interventions, and the adoption of adequate respiratory protection measures for safeguarding the health of workers.
To evaluate self-reported respiratory symptoms and medical examinations of underground mine workers in soapstone mines, establish a relationship between respiratory illness factors and their symptoms, and analyze the impact of soapstone dust on the respiratory system using Structural Equation Modelling.
Data was collected through questionnaires from 200 underground soapstone mine workers and medical examinations (including chest X-rays) of 60 selected workers. Dust samples were analyzed for composition, particle size, and shape using XRD, EDS, and SEM. Structural Equation Modelling (SEM) and regression analysis were used to investigate relationships between dust characteristics, PPE use, worker demographics, and respiratory symptoms.
graph TD
A[Collect Dust Samples] --> B[Analyze Dust Composition, Size, Shape];
A --> C[Collect Questionnaire Data from Workers];
C --> D[Select Workers for Medical Exam];
D --> E[Conduct Medical Examinations];
B --> F[SEM & Regression Analysis];
E --> F;
C --> F;
F --> G[Analyze Relationships & Draw Conclusions];
The study highlights the significant health risks posed by soapstone dust in underground mines, particularly silicosis due to the high silica content and small particle size. The high prevalence of respiratory symptoms and infections among workers underscores the inadequacy of current safety measures. The SEM analysis confirms a strong link between dust exposure (inhalation and severity) and respiratory issues, while also demonstrating the protective effect of PPE. The findings suggest that prolonged exposure leads to worsening conditions, with older workers and those with longer work histories experiencing more severe infections.
- Soapstone dust from Sherwan mines is primarily composed of silica with small, inhalable, and respirable particle sizes.
- Approximately 85% of workers reported experiencing respiratory symptoms such as cough, chest pain, shortness of breath, sneezing, and fever.
- Medical examinations revealed that about 80% of workers have lung infections, ranging from mild to severe.
- Dust inhalation (β = 0.485, p < 0.001) and dust severity (β = 0.207, p < 0.05) have significant positive effects on symptom occurrence, with dust inhalation having a stronger impact.
- Increased use of Personal Protective Equipment (PPE) is associated with a decrease in respiratory symptoms (β = -0.158, p < 0.05).
- Respiratory symptoms tend to appear after approximately 3 years of work experience and become severe after about 16 years.
Soapstone dust in the Sherwan mines poses a substantial threat to the respiratory health of mine workers. The study confirms a strong correlation between dust exposure and the incidence and severity of respiratory symptoms and lung infections. Effective interventions, including improved ventilation, dust control measures, consistent use of PPE, and comprehensive worker training, are crucial to mitigate these health risks and safeguard the well-being of mine workers.
- Approximately 80% of workers have lung infections, confirmed by medical examinations.
- Dust inhalation has a stronger effect on symptom occurrence (β = 0.485, p < 0.001) than dust severity (β = 0.207, p < 0.05).
- The use of PPE shows a statistically reliable relationship in lessening the effects of dust exposure on symptoms (β = -0.158, p < 0.05).
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