Occupational health and safety among farmers: a comprehensive study in Central Anatolia, Turkey.

BACKGROUND: The agricultural sector is vital for food production, economic stability, and environmental sustainability. However, it also poses significant occupational health and safety challenges due to factors such as heavy machinery usage, exposure to chemicals, and challenging environmental conditions. METHOD: This cross-sectional study involved 366 farmers affiliated with the Yozgat Chamber of Agriculture in Turkey. Data on demographic characteristics, occupational factors, and work accidents were collected with interview technique between May and August 2023. While descriptive data were expressed as categories with numbers and percentages, chi-square analysis was used to compare the obtained answers with the status of having or not having a work accident. Binary logistic regression analysis was used to estimate the effect of independent variables on the probability of having a work accident. RESULTS: The study revealed that 33.0% of farmers experienced work accidents in the last year. Most accidents occurred during work shifts (28.8%) and in the fall season (34.8%). Factors contributing to accidents included lack of personal protective equipment (51.5%) and transportation-related issues (36.4%). Logistic regression analysis indicated that working more than 8 h daily, working 5 days or more per week, and using bus/minibus transportation significantly increased the likelihood of experiencing work accidents. CONCLUSION: Findings underscore the importance of implementing effective occupational health and safety measures, including proper training, provision of personal protective equipment, and improving transportation safety. Addressing these issues can enhance the well-being of agricultural workers and contribute to a safer working environment in the sector.

Interactions between work-related factors, perceived fatigue and musculoskeletal disorders among handicraft artisans: structural equation model analysis.

The cross-sectional study aimed to investigate the relationship between work-related factors, perceived work fatigue (PWF) and musculoskeletal disorders (MSDs) among handicraft artisans. 364 artisans participated in a questionnaire survey, and a structural equation model (SEM) was developed to explore the direct and indirect relationships between these factors using partial least squares analysis. The SEM explained 98.2% of the variance in MSDs and revealed that exposure to biomechanical factors had a direct impact on PWF and MSDs, with PWF mediating the effect of biomechanical factors on MSDs. Additionally, job demand was found to be positively associated with MSDs, while job control and social support reduced the risk of MSDs. The findings underscore the importance of strategic initiatives to mitigate the risk of developing MSDs among artisans. The study also highlights the potential of SEM as a novel framework for understanding the complex pathogenesis of MSDs in occupational health research.Practitioner summary: The study sought to comprehensively examine the intricate relationships among work-related factors, PWF, and MSDs. To achieve this, an SEM approach was employed to capture both direct and indirect relationships between these factors, employing partial least squares analysis. Findings revealed SEM as an innovative framework for understanding the intricate development of MSDs.

RISK FACTORS ASSOCIATED WITH CANCER PATHOLOGY.

OBJECTIVE: The aim of the study is comparative assessment of the main risks of the global burden of cancer in the total burden of death. PATIENTS AND METHODS: Materials and methods: A comparative assessment of the main risks of the global burden of cancer within the overall burden of deaths was carried out based on the data of the Global Burden of Disease Study (GBD), data from the Center for Medical Statistics of the Ministry of Health of Ukraine, the National Cancer Registry of Ukraine. The methods of comparative analysis, systematic approach and system analysis, bibliosemantic and medical-statistical methods were used. RESULTS: Results: Higher attributable risk of death in most nosological forms of cancer among the population of Ukraine (bronchial, tracheal and lung cancer, laryn-geal, pharyngeal, lip and esophageal cancer) have been observed. Behavioral factors at the level of Ukraine, compared to the world level, are characterized by signi!cantly higher rates of attributable risk with regard to tobacco smoking (cancer of the larynx, pharynx, lower lip, esophagus) and alcohol consumption (pharynx, liver, lower lip). Environmental and occupational factors in Ukraine do not exceed the global exposure rates, and are lower for some cancer nosol-ogies, namely bronchial, tracheal, lung and laryngeal cancer. Unlike global trends, metabolic factors prevail among the mortality risks of patients with liver, esophageal, uterine and kidney cancer in Ukraine. CONCLUSION: Conclusions: Behavioral, occupational, environmental and metabolic risk factors for cancer mortality have high attributable risk. Behavioral risk factors for cancer mortality have the most pronounced impact both globally and in Ukraine, and notably, for the majority of nosological forms of cancer in Ukraine mortality risks are higher compared to the global data.

[41 cases of chronic obstructive pulmonary disease caused by occupational irritating chemicals].

Objective: To analyze the case characteristics of Chronic obstructive pulmonary disease caused by occupational irritant chemicals (OI-COPD). To provide basis for revising its diagnostic criteria. Methods: From June to December 2021, we investigated the information of OI-COPD patients confirmed by Shandong Institute of Occupational Health and Prevention of Occupational Diseases, Guangxi Zhuang Autonomous Region Institute of Occupational Disease Prevention and Control, Qingdao Central Hospital affiliated to Qingdao University and other diagnostic institutions in the past five years, a total of 41 cases. The basic information of OI-COPD cases, occupational risk factors exposure information, medical history, smoking history and clinical symptoms were analyzed retrospectively. The measurement data were tested for normal distribution, which was described by x±s, and compared between groups by t test; Those who do not conform to the normal distribution are described by the median [M (Q(1), Q(3)) ] and analyzed by nonparametric test; The counting data were expressed in frequency and rate (% ), and the comparison between groups was tested. Results: Of the 41 cases, 33 were male and 8 were female. The age of the patient diagnosed with OI-COPD was (49.5±10.3) years old, and the minimum age was 30 years old; Among them, 8 patients had a definite long-term smoking history (more than 5 years) ; The exposure duration of occupational risk factors was (18.6±10.3) years, of which 3 patients had exposure duration of less than 5 years; The occupational risk factors leading to OI-COPD include acids and acid-forming compounds, bases, aldehydes, nitrogen oxides, chlorine and its compounds, etc. The exposure level of occupational risk factors is related to the degree of COPD airflow restriction (χ(2)=6.17, P <0.05). 18 patients with diagnosis age <50 years old were diagnosed as early-onset COPD. The incidence of respiratory symptoms in the early diagnosis COPD group was lower than that in the non-early diagnosis COPD group, and the FEV1% pred was significantly higher than that in the non-early diagnosis COPD group. The difference was statistically significant (P<0.01 ) . Conclusion: The exposure level of occupational risk factors may be the risk factor affecting the degree of COPD airflow restriction. With the increase of the exposure level of COPD patients, the proportion of respiratory symptoms will also increase accordingly.

The Role of the Medical Profession in Occupational Lung Disease and Access to Compensation.

The relationship between exposure to toxins at work and lung diseases continues to be significantly under-recognised in Australia. Medical practitioners are well placed to identify occupational risk factors for disease. They can therefore play a vital role in informing regulatory responses, highlighting dangerous workplaces and supporting access to compensation to assist with better health outcomes for their patients. Increased awareness among medical practitioners of occupational factors can aid early diagnosis and improve patient outcomes by improving access to justice. Medical practitioners should be cognisant of the occupational causes of lung disease in Australia to support appropriate specialist referral and ensure patients can access additional support systems available through legal compensation systems. More broadly, medical professionals and lawyers assisting workers share the common aim of highlighting preventable diseases and advocating for change to help make workplaces safer.

The Effects of Negative Elements in Environment and Cancer on Female Reproductive System.

With the development of human society, factors that contribute to the impairment of female fertility is accumulating. Lifestyle-related risk factors, occupational risk factors, and iatrogenic factors, including cancer and anti-cancer treatments, have been recognized with their negative effects on the function of female reproductive system. However, the exact influences and their possible mechanism have not been elucidated yet. It is impossible to accurately estimate the indexes of female fertility, but many researchers have put forward that the general fertility has inclined through the past decades. Thus the demand for fertility preservation has increased more and more dramatically. Here we described some of the factors which may influence female reproductive system and methods for fertility preservation in response to female infertility.

Characterization of chronic obstructive pulmonary disease in dairy farmers.

BACKGROUND: Although farming is often considered a risk factor for COPD, data regarding the burden and characteristics of COPD in dairy farmers are sparse and conflicting. OBJECTIVES: To characterize COPD in dairy farmers. METHODS: 4788 subjects entered two parallel COPD screening programs, one in agricultural workers and one in general practice from 2011 to 2015. Subjects with COPD were invited to participate in the characterization phase of the study. Those who accepted were included in two subgroups: dairy farmers with COPD (DF-COPD) (n = 101) and non-farmers with COPD (NF-COPD) (n = 85). Patients with COPD were frequency-matched with subjects with normal spirometry for age, sex and tobacco smoking (pack-years and status) (DF-controls n = 98, NF-controls n = 89). All subjects from these four groups underwent lung function and exercise testing, questionnaires and blood analysis. RESULTS: The frequency of COPD in dairy farmers was 8.0% using the GOLD criterion and 6.2% using the lower limit of normal criterion and was similar in non-farming subjects (7.3% and 5.2%, respectively) although dairy farmers had lower tobacco consumption (screening phase). DF-COPD had better pulmonary function, exercise capacity and quality of life, fewer symptoms and comorbidities than NF-COPD, and higher levels of some Th2 biomarkers (MCP-2, periostin) (characterization phase). In farmers, COPD was not related to occupational exposure factors, supporting the role of host factors. CONCLUSION: COPD secondary to organic dust exposure (dairy farming) appears less severe and associated with fewer comorbidities than COPD secondary to tobacco smoking.

Acute kidney injury and workload in a sample of California agricultural workers.

BACKGROUND: Kidney damage is associated with an increased workload in high ambient temperatures and may represent a pathway to chronic kidney disease of unknown origin in agricultural workers. We tested the associations of workload and heat with acute kidney dysfunction in California agricultural workers. METHODS: We recruited a convenience sample of 471 agricultural workers from 29 farms in California during two summer harvest seasons. The sustained 3-minute maximum workload was estimated using accelerometer data collected from Actical monitors and individual heat load through elevations in core body temperature. Acute kidney injury (AKI) was defined by a change in serum creatinine of ≥0.3 mg/dL or ≥1.5 times the preshift creatinine over the course of the work shift. Associations between AKI and workload were modeled using logistic regression, controlling for demographic, physiologic, and occupational variables. RESULTS: Of the total, 357 workers (75.8%) had accelerometer readings in the moderate workload category, 93 (19.7%) had readings in the vigorous category. 177 (36%) had elevations of core body temperature ≥1°C; 72 workers (14.9%) demonstrated evidence of AKI after a single day of agricultural work. The workload category was associated with an increased adjusted odds of AKI (1.92; 95% confidence interval, 1.05-3.51). Piece-rate work was also associated with increased adjusted odds of AKI (3.02; 95% CI, 1.44-6.34). CONCLUSIONS: Heavy occupational workload and piece-rate work were associated with acute effects on the renal health of agricultural workers. This indicates that occupations requiring high physical effort put workers at risk for AKI, possibly independent of ambient and core body temperature. Changes to agricultural practices may reduce the risk of renal disorders for these workers.

Occupational risk factors for chronic kidney disease in Andhra Pradesh: 'Uddanam Nephropathy'.

BACKGROUND: CKD of unknown etiology (CKDu) has been reported in several countries including India. We previously showed a prevalence of CKD in India to be 17.2% and we found a CKD epidemic in Andhra Pradesh (AP) to be 46.8%. We conducted this study to further explore the unexplained CKD epidemic in AP. METHODS: We recruited 1201 adult participants through systematic random sampling from eight administrative divisions. Demographic, medical, and detailed occupational history was collected. Anthropometric measurements and blood pressure were taken and blood and urine samples were collected. Poisson regression model was used to identify potential predictors for CKD. RESULTS: We analyzed data for 1184 individuals with mean age of 44.6 ± 14.0 years, of whom 44% were male. Prevalence of CKD was 32.2%. Working as a farmer had 20% more prevalence of CKD compared to non-farmers in the fully adjusted model (PR 1.2, 95% CI 1.01-1.42). Age, alcohol consumption, and chewing tobacco were also independent predictors of CKD. Gender, hypertension, and diabetes were not associated with CKD. CONCLUSIONS: The prevalence of CKD in AP is 32.2%. Occupational exposure among farmers could play a potential role in this epidemic. Large longitudinal epidemiologic research studies are needed to trace the causes of this problem.

Working conditions and absence from work during pregnancy in a cohort of healthcare workers.

OBJECTIVES: To assess the relationship between exposure to occupational risk factors during pregnancy and absence from work using two different social benefits. METHOD: Three working pregnancy trajectories (WPT) were identified in a cohort of 428 pregnant workers from a healthcare institution (period 2010-2014), based on absence days and using cluster analysis. WPT1 included absences mainly covered by sickness absence benefit (32.0% of women), WPT2 included absences covered by pregnancy occupational risk (POR) benefit (28.3%) and WPT3 were pregnant workers with few absences (39.9%). Exposure to occupational risk factors was assessed by experts and association with trajectories was analysed using logistic regression. Relative risks (RR) and their 95% CIs were adjusted for age, type of contract and shift work. RESULTS: WPT2 was associated with exposure to physical (RR=1.86, 95%CI 1.17 to 2.97), safety (RR=2.10, 95%CI 1.61 to 2.73), ergonomic (RR=2.52, 95%CI 1.89 to 3.36) and psychosocial (RR=1.79, 95%CI 1.31 to 2.46) factors, and with exposure level. For physicians, WPT1 was associated with safety risks (RR=3.13, 95%CI 1.22 to 7.99), WPT2 with chemical and ergonomic for administrative/technical support (RR=12.20, 95%CI 1.69 to 88.09; RR=14.09, 95%CI 1.34 to 148.61, respectively), with safety and ergonomic risks for nursing aides (RR=1.84, 95%CI 1.12 to 3.02; RR=3.94, 95% CI 2.38 to 6.53, respectively), and with physical (RR=1.72, 95%CI 1.04 to 2.86), safety (RR=2.21, 95%CI 1.62 to 3.03), ergonomic (RR=2.02, 95%CI 1.44 to 2.86) and psychosocial factors (RR=1.96, 95%CI 1.32 to 2.90) for nurses. CONCLUSIONS: Absences from work covered by POR benefit show a consistent relationship with exposure to occupational risks. Sickness absence is the most frequent benefit used by pregnant workers. Current social benefits are apparently used adequately for protecting women from occupational exposures. Future studies are needed to clarify this further.

Prevalence and risk factors of chronic obstructive pulmonary disease in dairy farmers: AIRBAg study.

BACKGROUND: The AIRBAg study was designed to assess the prevalence of chronic obstructive pulmonary disease (COPD) in dairy farmers and to define its associated risk factors. METHODS: Between March 2012 and February 2017 randomly selected dairy farmers in the French region of Brittany were asked to complete a self-administered questionnaire and undergo an occupational health check-up with electronic mini-spirometry and standard spirometry. Those having one or more of the following features: chronic cough, chronic bronchitis, wheezing, dyspnea and/or a ratio FEV1/FEV6 < 80% were then referred to a pulmonologist for further check-up including spirometry with a reversibility test. Each COPD case was matched with three controls (dairy farmers and non-farm employees), for sex and age ( ±â€¯5 years). Conditional multivariate logistic regression models were used to estimate the odds ratios between COPD occurrence and various risk factors. RESULTS: The 1203 farmers examined included 525 (43.6%) who were "at risk of bronchial obstruction" and 432 (35.9%) of these saw the pulmonologist. This screening identified 16 (1.3%) cases of COPD, including eight non-smokers and five with an FEV1 < 80% of predicted values. Their average age was 54.6 ( ±â€¯7.7) years and 10 of them were men. None complained of illness before the study. Multivariate analyses revealed no significant occupational risk factors for COPD. CONCLUSIONS: This unexpected result may be because Breton dairy farms began to modernize early (1950s), giving rise to conditions with much lower exposure to airborne contaminants.

Exposure criteria for evaluating lumbar spine load.

OBJECTIVE: As a part of regular revision of the List of Occupational Diseases in the Czech Republic, efforts have been made to add a new item so that lumbar spine disease caused by overload may be recognized as occupational one, with adherence to the valid national rules, that is, clinical criteria are met and objective assessment confirms working conditions under which, according to recent scientific knowledge, such an occupational disease develops. The aim is to provide information on the use of a proposed method for working condition assessment in a real setting, based on the initial experiences gained from a pilot study carried out to validate the method. METHODS: Working conditions were assessed in 55 individuals with chronic low back pain (25 males, 30 females; mean age 45.6 years; mean length of employment 15.6 years). The assessment was based on estimating compressive force on the L4/L5 intervertebral disc when performing potentially high-risk work tasks which were entered into four types of checklists throughout their work shifts. The compression values were calculated using a special module that was developed. RESULTS: In 24 cases comprehensive assessment of all tasks performed showed fulfillment of the proposed criteria of working conditions needed for recognition of occupational disease. Those included healthcare, foundry and forest workers, production operators, cabinetmakers, locksmiths, bricklayers, etc. In all the cases, lumbar spine overload was associated with work tasks requiring combinations of manual handling of objects and trunk rotation or bending. The criteria were not met in 31 subjects. The mean length of employment was 15.4 and 15.8 years in patients who met and did not meet the proposed criteria, respectively. CONCLUSION: The proposed method proved to be applicable in occupational hygiene evaluation in a real setting.

[Selected risk factors for occupational exposures to blood-borne pathogens in cosmetics salons]. / Wybrane czynniki ryzyka ekspozycji zawodowych na patogeny krwiopochodne w salonach kosmetologicznych.

BACKGROUND: Services offered in the esthetic/beauty industry poses the risk of blood-borne infections (BBIs) due to carrying out invasive procedures. The study objective: was to assess the number of sharps injuries, occupational risk factors, and preventive methods used among cosmetologists. MATERIAL AND METHODS: The anonymous survey was conducted (February-April 2017) in randomly selected beauty/esthetic medicine clinics in Szczecin, Poland; 96 cosmetologists were invited. RESULTS: Eighty cosmetologists (83.3%), responded. The mean age of the group was 25 years (range: 20-60 years). The majority of the respondents (95%) used sharps while at work, 41.3% had suffered at least one sharps injury during their occupational career. Clippers were the most common injury-causing instrument (39.4%), and manicure/pedicure was the most common injury-causing procedure (51.5%); 84.8% of injuries were not reported. The number of injuries was associated with age (34.9% in the group of 20-29 years old respondents vs. 64.7% in respondents ≥ 30 years old, p = 0.05), work experience (32.6% in the respondents working for 1-3 years vs. 68.8%, in those working ≥ 7 years, p = 0.03), and working hours/week (28.9% in those working ≤ 40 h vs. 57.1% of those working > 40 h, p = 0.02). Needle recapping was reported by 47.5% of respondents, 13.8% did not dispose used needles into a container, 17.5% did not routinely use gloves. CONCLUSIONS: Cosmetologists are at risk of sharps injuries. Inconsistent use of preventive methods and failure to report incidents may result in contracting BBIs. There is a need to implement education and intervention measures to prevent occupational injuries, particularly with regard to cosmetologists aged over 30 years, with a longer professional experience, working over 40 h/week. Med Pr 2018;69(3):281-290.

[Myocardial Infarction and Stroke Among Railway Employees in Azerbaijan].

We studied the incidence of myocardial infarction (MI) and stroke in two groups of railway employees aged over 39 years including pensioners. The first (main) group included employees (n=15 671) responsible for movement of trains and exposed to `action of harmful occupational factors. The second (control) group included persons (n=19 132) who were not exposed to harmful occupational factors. Both main and control groups were divided into subgroups according to age. Prospective follow-up of persons with postinfarction atherosclerosis and consequences of stroke was also conducted during 5 years. There was no significant difference in incidence of MI between main and control groups except age subgroups 65-69 years where it was significantly higher among subjects from the main group. Incidence of stroke, mortality in acute periods of MI and stroke in main and control groups were similar.

[Occupational factors and a risk of cardiovascular diseases]. / Professional'nye faktory i risk razvitiia serdechno-sosudistykh zabolevanii.

The paper gives Russian and foreign authors' data on a relationship between occupational factors and cardiovascular diseases. It considers the impact of psychosocial stress on the risk of hypertension, coronary heart disease, and cardiovascular events in representatives of different professional groups.

Primary Sjögren's syndrome and occupational risk factors: A case-control study.

OBJECTIVES: A case-control study was carried out to investigate the relation between primary Sjögren's syndrome (pSS) and occupational exposure. METHODS: One hundred seventy five cases of pSS followed up into the internal medicine departments of three French university hospitals from 2010 to 2013 were included. For each case, two age and gender matched controls were selected during the same period in the same departments. Occupational exposure was assessed retrospectively by industrial hygienists and occupational practitioners. Exposure to occupational factors such as organic solvents or silica was investigated using semiquantitative estimates of exposure. An exposure score was calculated for each subject based on probability, intensity, daily frequency, and duration of exposure for each period of employment. The final cumulative exposure score was obtained, taking into account all periods of employment. RESULTS: Significant associations with pSS were observed for dichloromethane (OR 9.28, 95%CI 2.60-33.03), perchlorethylene (OR 2.64, 95%CI 1.20-5.77) chlorinated solvents (OR 2.95, 95%CI 1.77-4.93), benzene (OR 3.30, 95%CI 1.07-10.26), toluene (OR 4.18 95%CI 1.41-12.43), white spirit (OR 3.60, 95%CI 1.39-9.33), aromatic solvents (OR 3.03, 95%CI 1.41-6.50) and any types of solvents (OR 2.76, 95%CI 1.70-4.47). Risk of pSS was significantly associated with a high cumulative exposure score of occupational exposure to toluene (OR 4.69, 95%CI 1.42-15.45), white spirit (OR 3.30, 95%CI 1.07-10.26), aromatic solvents (OR 2.50, 95%CI 1.06-5.91) and any types of solvents (OR 2.25, 95%CI 1.20-4.22). CONCLUSION: This work suggests the influence of occupational risk factors in the occurrence of pSS.

Incidence and Risk Factors for Acute Articular Cartilage Tears in Military and Other Occupational Settings: A Systematic Review.

Damage to the articular cartilage resulting in an acute tear can lead to functional changes within the joint and increase the risk of osteoarthritis developing. There is limited understanding of the association between occupational risk factors and sustaining an acute articular cartilage tear in the military and other physically demanding occupations. Therefore, the aim of this systematic review was to identify and evaluate original research reporting on occupational risk factors associated with sustaining acute articular cartilage tears. METHODS: A systematic review following the Preferred Reporting Items for Systematic review and Meta-Analysis-Protocols was conducted and registered with the Open Science Framework. Key academic databases were searched using terms from the following concepts: risk or cause, paid occupations, and acute articular cartilage tears. RESULTS: Of an initial 941 studies, 2 studies met the eligibility criteria, both reporting data from military contexts; only one evaluated acute articular cartilage tears in both males and females. One paper focused on articular cartilage injury within the knee and the other within the ankle joint with incidence rates being 0.2 and 0.3 per 1000 person-years, respectively. People in more physically active occupations and individuals with an above-normal body mass index were reported as being at higher risk of sustaining an acute articular cartilage tear. CONCLUSION: Physically demanding occupations, such as the military, may increase the risk for acute tears of the articular cartilage. However, the findings of this review indicate there is a paucity of research to underpin understanding of the injury mechanisms and occupational risk factors for acute articular cartilage tears.

Need for recovery after work and associated risk factors in working menopausal women.

OBJECTIVES: To explore relationships between 'need for recovery' (NFR), a strong predictor of burnout, and menopause symptoms and to identify work-related factors that are associated with a high NFR in Belgian menopausal women. STUDY DESIGN: 760 menopausal women took part in a cross-sectional questionnaire study. NFR, presence of menopause symptoms, job type, age category, work activity, physical workload, psychosocial and physical work environment, balance of work and private life and the opportunity to discuss menopause at work were assessed. MAIN OUTCOME MEASURES: Uni- and multivariate logistic regression analyses were used to calculate the odds ratios for the presence of a high NFR. RESULTS: Of menopausal women currently experiencing menopause symptoms, 53.3 % reported problems while performing their work. The overall prevalence of a high NFR in menopausal women was 41.2 %. Women who experienced problems at work had the highest prevalence of a high NFR (61.1 %), and constituted a separate risk group for having a high NFR (OR 3.31 vs. never symptoms; 95%CI 1.72-6.38). The following factors were significantly associated with a high NFR: poor balance of work and private life (OR 7.89; 95%CI 4.32-14.39), physical workload (OR 1.17; 95%CI 1.08-1.28), discomfort from cognitive demands (OR 1.17; 95%CI 1.09-1.26), organizational justice (OR 0.86; 95%CI; 0.78-0.94), and social support from colleagues (OR 0.87; 95%CI 0.79-0.96). CONCLUSIONS: Maintaining a good balance of work and private life, reducing physical workload, addressing discomfort from cognitive work demands and assuring a fair work distribution are measures that require a culture where open and easy discussion about menopause is possible.

What occupational risk factors significantly affect miners' health: Findings from meta-analysis and association rule mining.

INTRODUCTION: The workplace's health hazard remains a significant concern to workers in the mining industry, where miners are continually exposed to various kinds of exposure sources. METHOD: First, the determinants of miners' health were systematically extracted from 259 publications, comprising chemical, physical, ergonomic, and psychosocial stressors, vulnerability factors, and common health outcomes. Then, 16 meta-analyses were performed to ascertain the epidemiological evidence for associations between four stressors and three health outcomes. The seven top contributing factors affecting miners' health were identified through 166 available prospective studies. Finally, based on the classic and domestic measurement scales, a cross-sectional survey of 559 Chinese miners was conducted to determine the core psychosocial predictors. In addition to the traditional mechanisms, complex interactive networks among the antecedents and consequences and the reversed effects of consequences were also obtained, where 379 strong association rules were yielded via the Apriori algorithm. RESULTS: The results showed that occupational dust, NO2, heavy metals, heat, vibration, awkward posture, and job stress are significant risk factors associated with individuals' health conditions. Psychological capital, coping style, job demand, social support, organizational support, justice, and culture are core psychosocial predictors of miners. CONCLUSIONS: This study presents a case for identifying the most significant occupational risk factors related to individuals' health, which could be extended and applied to other industries, as working populations around the world are suffering from various chemical, physical, ergonomic, and psychosocial stressors. PRACTICAL APPLICATIONS: Identifying the significant occupational risk factors affecting workers' health conditions is essential for comprehensive occupational health risk assessment and management. Therefore, this study could be important for health management in mines and other industries.

Environmental and Occupational Factors Associated with Leptospirosis: A Systematic Review.

Background: Leptospirosis is a neglected emerging zoonotic disease with a profound public health impact worldwide with higher burden of disease in resource-poor countries. The environmental and occupational exposures contribute to human and animal transmission, but the interaction was less explored. A deeper understanding of the critical environmental and occupational drivers in different contexts will provide useful information for disease control and prevention measures. Objective: This review aimed to summarize the potential environmental and occupational risk factors associated with leptospirosis infection. Methods: Four databases (Scopus, Web of Science, Ovid MEDLINE, EBSCOhost) were searched for articles published from 2012 to 2021. Eligible articles were assessed using a checklist for assessing the quality of the studies. The quality of the articles was assessed based on the laboratory diagnosis approach and statistical analysis method. Results: A total of 32 studies were included in this systematic review. Water-related risk factors such as natural water as the primary water source (AOR 1.8-18.28), water-related recreational activities (AOR 2.36-10.45), flood exposure (AOR 1.54-6.04), contact with mud (AOR 1.57-4.58) and stagnant water (AOR 2.79-6.42) were associated with increased risk of leptospirosis. Infrastructural deficiencies such as un-plastered house walls and thatched houses presented a higher risk (AOR 2.71-5.17). Living in low-lying areas (AOR 1.58-3.74), on clay loam soil (OR 2.72), agricultural land (OR 2.09), and near rubber tree plantations (AOR 11.65) is associated with higher risk of leptospirosis. Contact with rats (AOR 1.4-3.5), livestock (AOR 1.3-10.4), and pigs (AOR 1.54-7.9) is associated with an increased risk of leptospirosis. Outdoor workers (AOR 1.95-3.95) and slaughterhouse workers (AOR 5.1-7.5) have higher risk of leptospirosis. Conclusion: The environmental and occupational components related to water, infrastructure, landscape, agriculture, and exposed animals play an essential role in leptospirosis transmission. The magnitude of those risk factors differs with geographical region, climate factor, urbanization and population growth, and the country's socioeconomic status.