Indian Journal of Occupational and Environmental Medicine最新文献

{"title":"A Study on Quantification of the Effects of Heartfulness Meditation Intervention in Healthcare Professionals by Anchor-Based Method in Occupational Health Psychology.","authors":"Deepak B Sharma, Himanshu Sharma","doi":"10.4103/ijoem.ijoem_173_23","DOIUrl":"10.4103/ijoem.ijoem_173_23","url":null,"abstract":"<p><strong>Background: </strong>It's more important to measure the subjective perception of change after undergoing any behavioral or psychological intervention. Global rating of change method-anchor item-based is a method by which the change can be quantified and \"minimum subjective perceived effect\" (MSPE) can be calculated.</p><p><strong>Aim: </strong>The current study was planned to quantify the effects of heartfulness meditation intervention in healthcare professionals by anchor-based method and compare the result with the pre-post-difference.</p><p><strong>Methods and material: </strong>The current study was done using multimethod study design among the healthcare professionals. These were 1. Cross-sectional study design. 2. Quasi-experimental-Solomon four-nonequivalent control group study design for intervention.</p><p><strong>Results: </strong>Cohens' d for perceived stress scale (PSS) in \"Much less negative\" category was -.96.</p><p><strong>Conclusion: </strong>The study highlights the use of anchor-based method to estimate the minimal subjective perceived difference, and it can also be compared with the groups pre-post-difference for academic purposes.</p>","PeriodicalId":43585,"journal":{"name":"Indian Journal of Occupational and Environmental Medicine","volume":"28 4","pages":"272-276"},"PeriodicalIF":0.8,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11771291/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143060897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Occupational Exposure to Air Pollutants and Higher Risk of COPD in Construction Workers: A Meta-Analysis Study.","authors":"Nandita Narayanasamy, Lalita Josyula","doi":"10.4103/ijoem.ijoem_329_23","DOIUrl":"10.4103/ijoem.ijoem_329_23","url":null,"abstract":"<p><strong>Introduction: </strong>Construction sites generate high levels of air pollution, contributing to more than 4% of particulate matter in the atmosphere. Literature indicates that on-site pollution is an important factor that contributes to lung impairments in construction workers. Chronic obstructive pulmonary disease (COPD) and acute respiratory distress syndrome (ADRS) are known to be exacerbated because of exposure to a variety of construction pollutants mainly particulate matter (PM10, PM2.5).</p><p><strong>Methods: </strong>We conducted a systematic review and meta-analysis to assess whether exposure to construction site pollutants is associated with impairment of pulmonary parameters like Forced vital capacity (FVC), Forced expiration volume in 1 sec (FEV1) and FEV1/FVC. A total of 221 publications of observational studies were reviewed and 18 were selected; the data of which were meta-analyzed.</p><p><strong>Results and discussion: </strong>In all studies the test subjects (construction workers) exposed to occupational air pollutants showed significantly lower FVC and FEV1 as compared expected levels (p≤ 0.01). The calculated Odds ratio indicates that there is positive association between COPD as compared to ARDS and exposure to pollutants.</p>","PeriodicalId":43585,"journal":{"name":"Indian Journal of Occupational and Environmental Medicine","volume":"28 4","pages":"313-318"},"PeriodicalIF":0.8,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11771287/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143061019","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Driving into Diabetes: Risk Assessment among Interstate Truck Drivers in West Bengal.","authors":"Aditi A Jaiswal, Bobby Paul, Lina Bandyopadhyay","doi":"10.4103/ijoem.ijoem_296_22","DOIUrl":"10.4103/ijoem.ijoem_296_22","url":null,"abstract":"<p><p>Diabetes mellitus has led to a huge increase in its number over recent decades. Due to their occupation, truck drivers are predisposed to higher risk of lifestyle disorders. Hence, this study intended to assess their risk of developing diabetes mellitus with respect to IDRS (Indian Diabetes Risk Score). A cross-sectional study was conducted in a selected logistic company for 3 months, where 160 interstate truck drivers were selected by simple random sampling. The collected data were analyzed using descriptive and inferential statistics using SPSS 16 version. The mean age of study participants was 38.4 ± 10.7 years. Of the total, 49.5% of the participants had a high IDRS. A significant increase in IDRS was associated with the occupational variables. Strict monitoring of government guidelines on fair working hours for truck drivers is required. They, being a high-risk group due to their occupation, require periodic health checkups, and appropriate measures should be taken to minimize the detrimental effects on their health.</p>","PeriodicalId":43585,"journal":{"name":"Indian Journal of Occupational and Environmental Medicine","volume":"28 4","pages":"331-334"},"PeriodicalIF":0.8,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11771298/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143060904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"A Randomized Controlled Trial to Compare the Effectiveness of Smart Dynamic Fabric Actuator with Exercises in Chronic Musculoskeletal Leg Pain Associated with Prolonged Standing in a Hospital Setting.","authors":"Vineet Kashyap, Srikumar Venkataraman, Bipin Kumar, Gita Handa, Ravindra M Pandey","doi":"10.4103/ijoem.ijoem_51_24","DOIUrl":"10.4103/ijoem.ijoem_51_24","url":null,"abstract":"<p><strong>Background: </strong>There are adverse effects on the health outcomes of workers whose occupation involves prolonged standing, such as lower back pain, leg pain, cardiovascular diseases, fatigue, discomfort, and pregnancy-related health outcomes. The effectiveness of massage therapy as an intervention for managing leg pain associated with prolonged standing needs to be addressed.</p><p><strong>Aims: </strong>This study aimed to evaluate the smart dynamic fabric actuator's effectiveness in treating chronic musculoskeletal leg pain in persons with occupations involving prolonged standing.</p><p><strong>Setting: </strong>Tertiary care hospital.</p><p><strong>Design: </strong>Randomized controlled trial.</p><p><strong>Methods: </strong>Thirty participants with chronic leg pain satisfying the inclusion and exclusion criteria participated in the study. The intervention group used the device for 15 minutes for each leg once a day and stretching exercises twice a day for six weeks. The control group performed stretching exercises twice a day for six weeks. The outcome was assessed at baseline, three weeks, and six weeks with a Numeric Rating Scale for pain and fatigue, short form-McGill Pain Questionnaire for pain, and SF-36 for quality of life.</p><p><strong>Statistical analysis: </strong>The groups were compared using the two-sample <i>t</i>-test with equal variances, the two-sample Wilcoxon rank-sum test, and the Chi² exact test as appropriate.</p><p><strong>Results: </strong>Thirty medical (nursing officers and doctors) and nonmedical professionals (security guards and sales assistants) with a mean age of 32.9 ± 5.6 years (intervention group) and 36.2 ± 5.1 years (control group) participated in the study. At six weeks, a significant improvement in pain (4.80 ± 1.14 to 1.66 ± 1.04 vs 4.66 ± 0.89 to 2.6 ± 0.91, <i>P</i> = 0.014), quality of life (58.77 ± 9.06 to 71.76 ± 8.43 vs 51.39 ± 8.26 to 63.87 ± 7.61, <i>P</i> = 0.012), and reduced fatigue (5 to 2 vs 5 to 3, <i>P</i> = 0.003) was observed in the intervention group when compared with the control group. No adverse events were observed.</p><p><strong>Conclusion: </strong>A smart dynamic fabric actuator can be used as an adjunct to exercises for reducing leg pain and fatigue associated with prolonged standing.</p>","PeriodicalId":43585,"journal":{"name":"Indian Journal of Occupational and Environmental Medicine","volume":"28 4","pages":"319-325"},"PeriodicalIF":0.8,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11771286/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143060895","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Application of Geographic Information System and Google Earth Engine for Spatial Analysis of Land Use by the Legacy Dumpsite at Raipur, Chhattisgarh: A Time Series Analysis.","authors":"Hunny Sharma, Manisha Ruikar, Arvind Shukla","doi":"10.4103/ijoem.ijoem_290_23","DOIUrl":"10.4103/ijoem.ijoem_290_23","url":null,"abstract":"<p><strong>Background: </strong>Legacy dump sites pose health and environmental risks. Challenges such as difficulty in monitoring and the impact of policy changes towards remediation efforts remain enigmatic due to complexities.</p><p><strong>Objectives: </strong>Hence this study aimed to use Geographic Information System (GIS) and Google Earth historical imagery to monitor changes in legacy dump site located at Sarona in Raipur and to assess the impact of waste management strategies being implemented currently.</p><p><strong>Methods: </strong>A series of historical images were retrieved using Google Earth Pro 2022 (at eye level of 707 meters) from 2007 to 2021. A polygon was plotted using Google Earth, and area of plotted polygon was estimated using QGIS by projecting in desired coordinates (i.e., WGS84 and 44Q). Percentage change in land area use was observed. Time series analysis was conducted using Autoregressive Integrated Moving Average (ARIMA) model to forecast land area use.</p><p><strong>Results: </strong>There was a fluctuating trend in land area use by the legacy dump site from 2007 to 2019 with 661.90% increase indicating the need for proper waste management system. Time series analysis of the land area used showed a steep reduction of 36.65% in 2019-20, followed by 78.30% in 2020-21. The Solid Waste Management Rules, 2016 and the functioning of Material Recovery Facility (MRF) in 2020 resulted in a significant reduction in land use at the dump site. As per analysis, 4.84 acres of land was found yet to be remediated to which the Raipur Municipal Corporation is committed to accomplish by December 2024.</p><p><strong>Conclusion: </strong>The application of GIS coupled with Google Earth can be a useful tool to monitor changes in land area of legacy dumpsites. Currently employed waste management strategies resulted in sustainable land use and environment conservation, without which it would have experienced exponential growth, necessitating additional land area in the future.</p>","PeriodicalId":43585,"journal":{"name":"Indian Journal of Occupational and Environmental Medicine","volume":"28 4","pages":"326-330"},"PeriodicalIF":0.8,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11771295/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143060900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Ergonomic Risk Assessment Using the Rapid Entire Body Assessment (REBA) Tool among Cleaners: A Cross-Sectional Study.","authors":"Sahil S Rathod, Devangi S Desai","doi":"10.4103/ijoem.ijoem_313_23","DOIUrl":"10.4103/ijoem.ijoem_313_23","url":null,"abstract":"<p><strong>Context: </strong>Cleaning consists of different activities such as mopping, sweeping, swabbing, dusting, disposing of trash, and buffing. These different physical activities of the cleaners can change the body's normal biomechanics, possibly leading to the development of musculoskeletal disorders over time.</p><p><strong>Aims: </strong>This study aimed to check the ergonomic risk and its relationship with age, BMI, and work experience among cleaners.</p><p><strong>Settings and design: </strong>The study was conducted among 95 cleaners of different educational institutes and hospitals in Vadodara based on selection criteria.</p><p><strong>Methods and material: </strong>Ergonomic Risk assessment was evaluated by the Rapid Entire Body Assessment (REBA) tool for various cleaning tasks (sweeping, mopping, wiping, and picking up trash).</p><p><strong>Results: </strong>The ergonomic risk for various cleaning tasks ranged from medium to high. However, the relationship between ergonomic risk assessments for different cleaning tasks (such as sweeping, mopping, wiping, and picking up trash) and factors such as age, BMI, and work experience indicates a statistically weak correlation.</p><p><strong>Conclusion: </strong>Medium to high ergonomic risk of various cleaning activities suggests that necessary intervention is required sooner in the form of ergonomic awareness, frequent rest periods, education of safe postures, better tool design, and the establishment of comprehensive policies for occupational safety and health of cleaners.</p>","PeriodicalId":43585,"journal":{"name":"Indian Journal of Occupational and Environmental Medicine","volume":"28 4","pages":"277-281"},"PeriodicalIF":0.8,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11771289/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143060918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Effort-Reward Imbalance and Its Association with Musculoskeletal Pain among Information Technology Professionals.","authors":"Aruna Raju, Devi R Nithiya, Arun Tipandjan","doi":"10.4103/ijoem.ijoem_135_23","DOIUrl":"10.4103/ijoem.ijoem_135_23","url":null,"abstract":"<p><strong>Context: </strong>Psychosocial factors at the workplace play a significant role in the development of work stress and are associated with cardiovascular diseases, diabetes mellitus, and musculoskeletal disorders. Imbalance due to high effort and low reward at the workplace among information technology (IT) professionals can lead to work stress.</p><p><strong>Aim: </strong>To assess the effort-reward imbalance (ERI) among IT professionals and its association with musculoskeletal pain.</p><p><strong>Settings and design: </strong>A cross-sectional study was conducted among 200 IT professionals to assess their work-related stress and musculoskeletal pain.</p><p><strong>Methods and material: </strong>A short version of the ERI questionnaire and Nordic musculoskeletal questionnaire was used. Along with the ERI questionnaire, the details on sociodemographic profile, chronic diseases, and substance abuses were ascertained.</p><p><strong>Result: </strong>Among the study population, the prevalence of musculoskeletal pain in any part of the body was 77% in the past one year. Effort-reward imbalance was present in 72% of the study population, and linear regression showed a significant correlation between the effort-reward component with the severity of musculoskeletal score (r = 0.725 <i>P</i> < 0.001). Odds ratio of ERI for musculoskeletal pain was 3.2, 95% CI (2.1-4.7), <i>P</i> < 0.01.</p><p><strong>Conclusions: </strong>Psychosocial factors at work assessed through ERI appeared to be an important component in the development of musculoskeletal pain among IT professionals.</p>","PeriodicalId":43585,"journal":{"name":"Indian Journal of Occupational and Environmental Medicine","volume":"28 4","pages":"288-292"},"PeriodicalIF":0.8,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11771292/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143060913","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Polymorphisms in DNA Repair Genes as Biomarkers of Susceptibility for Pesticide-Induced DNA Damage among Agricultural Workers: A Review.","authors":"Rupinder Kaur, Karashdeep Kaur","doi":"10.4103/ijoem.ijoem_324_23","DOIUrl":"10.4103/ijoem.ijoem_324_23","url":null,"abstract":"<p><p>Pesticides induce oxidative DNA damage and genotoxic effects such as DNA single-strand breaks (SSBs), double-strand breaks (DSBs), DNA adducts, chromosomal aberrations, and enhanced sister chromatid exchanges. Such DNA damage can be repaired by DNA repair mechanisms. In humans, single nucleotide polymorphisms (SNPs) are present in DNA repair genes involved in base excision repair (BER) (<i>OGG1</i>, <i>XRCC1,</i> and <i>APE1),</i> nucleotide excision repair (NER) (<i>XPC</i>, <i>XPD</i>, <i>XPF</i>, <i>XPG,</i> and <i>ERCC1</i>), and double-strand break repair (DSBR) (<i>XRCC4</i> and <i>RAD51</i>). This systematic review intends to provide information about occupational pesticide exposure, genotoxic effects of pesticides as well as association of DNA repair gene polymorphisms with the risk of pesticide-induced DNA damage. Polymorphisms present in DNA repair genes may influence interindividual variation in DNA repair capacity (DRC) by altering the functional properties of DNA repair enzymes and thus modulate DNA damage. The mechanisms of oxidative damage and disrupted DNA repair caused by the pesticides explain the link between pesticide exposure and adverse health outcomes. These polymorphisms in DNA repair genes could be used as biomarkers of susceptibility for pesticide-induced DNA damage among agricultural workers. It could also be useful as a preventive measure by identifying the genetic susceptibility of agricultural workers to pesticide-induced oxidative stress as well as pesticide poisoning.</p>","PeriodicalId":43585,"journal":{"name":"Indian Journal of Occupational and Environmental Medicine","volume":"28 4","pages":"261-266"},"PeriodicalIF":0.8,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11771297/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143061021","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Relationship Between Subjectively Assessed Physical Activity (GPAQ) and Quality of Life (WHOQOL-BREF) of Aging Employees in JIPMER, Puducherry: A Cross-Sectional Analytical Study.","authors":"Kiran Baberwal, Vembu Krishnasamy","doi":"10.4103/ijoem.ijoem_231_23","DOIUrl":"10.4103/ijoem.ijoem_231_23","url":null,"abstract":"<p><strong>Background: </strong>Physical activity appears to be one of the most important strategies for preventing physical and mental disorders. Regular physical activity (PA) may prolong life and appears to be a preventative measure against genetic and molecular aging.</p><p><strong>Aim: </strong>To find the relationship between aging adults' quality of life (QOL) and PA.</p><p><strong>Settings and design: </strong>This cross-sectional analytical study included administrative staff members of Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry.</p><p><strong>Materials and methods: </strong>QOL and PA were monitored and assessed using questionnaires (Global Physical Activity Questionnaire [GPAQ] and World Health Organization QOL Brief Version [WHOQOL-BREF]). Statistical analysis was performed with STATA version 14. For continuous variables, descriptive statistics were presented as means and standard deviations (SDs), while categorical variables were given as percentages. The analysis of multivariate linear regression was performed. <i>P</i> < 0.05 was used as the significance level.</p><p><strong>Results: </strong>A total of 66 subjects were examined, and their mean age was 54.93 (SD 3.26) years. The findings indicated that there were no less-active participants, and that people over the age of 50 were more likely to engage in moderate or vigorous PA. The WHOQOL-BREF findings revealed that people had higher QOL. There was no significant link between WHOQOL-BREF dimensions and GPAQ when the effect of PA patterns on QOL was examined using multivariate linear regression analysis, which was adjusted for covariates such as body mass index and waist circumference.</p><p><strong>Conclusion: </strong>The amount of physical activity among aging population may differ in different dimensions of QOL.</p>","PeriodicalId":43585,"journal":{"name":"Indian Journal of Occupational and Environmental Medicine","volume":"28 4","pages":"298-303"},"PeriodicalIF":0.8,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11771293/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143061024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Unveiling the Hepatic Harbinger: Assessing the Fatty Liver Index as a Predictor of Metabolic Syndrome in Female Healthcare Workers.","authors":"M Yogesh, Roshni Vamja, Vijay Vala, Arya Ramachandran, Bhumika Surati, Jay Nagda","doi":"10.4103/ijoem.ijoem_54_24","DOIUrl":"10.4103/ijoem.ijoem_54_24","url":null,"abstract":"<p><strong>Background: </strong>Female healthcare workers have unique occupational stressors and lifestyle factors that may increase their risk of metabolic disorders. This study aimed to investigate the utility of the fatty liver index (FLI) as a predictor of metabolic syndrome among female employees in the healthcare sector.</p><p><strong>Methods: </strong>This cross-sectional study included 450 female healthcare workers aged ≥18 years, employed in various roles at a tertiary healthcare facility in Gujarat. Clinical examination, anthropometric measurements, and biochemical tests were conducted. FLI was calculated, and metabolic syndrome was diagnosed using harmonized criteria. Logistic regression analysis evaluated predictors.</p><p><strong>Results: </strong>The mean age was 44.2 ± 7.8 years, and the prevalence of metabolic syndrome was 61%. Increasing the FLI category was significantly associated with a worsening metabolic profile. The odds of hypertension, diabetes, metabolic syndrome, and cardiovascular disease progressively increased with higher FLI levels (<i>P</i> < 0.001), denoting a dose-response relationship. FLI demonstrated good diagnostic accuracy for metabolic syndrome with an area under the curve (AUC) of 0.86 (95% CI: 0.81 - 0.89). An FLI cutoff ≥30 provided an optimal balance of sensitivity (71%) and specificity (41%) for predicting metabolic syndrome.</p><p><strong>Conclusion: </strong>FLI demonstrates a strong association with metabolic syndrome and related comorbidities in a dose-dependent manner. FLI can be a simple, low-cost screening tool to identify high metabolic risk individuals in resource-limited settings.</p>","PeriodicalId":43585,"journal":{"name":"Indian Journal of Occupational and Environmental Medicine","volume":"28 4","pages":"293-297"},"PeriodicalIF":0.8,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11771299/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143061131","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}