Prevalence and Risk Factors of Musculoskeletal Pain among Construction Industry Workers in a Low-Income Country

Musculoskeletal pain (MSP) is one of the major causes of disability around the world. We ought to determine the prevalence and risk factors of MSP among construction workers in Karachi, Pakistan. We carried out a cross-sectional study among 321 construction workers from five registered construction companies in Karachi, Pakistan. We administered an Extended Nordic Musculoskeletal Questionnaire (NMQ-E) to determine the frequency of MSP and inquired about socio-demographic characteristics, occupational and ergonomic risk factors, knowledge and practices regarding MSP. Age-adjusted logistic regression analysis was carried out to identify factors that were associated with MSP. The mean age of participants was 29.6 (±10.6) years. Low back pain was the most common (27.8%) complaint. The MSP risk was higher in the poorest strata [OR= 1.85, 95% CI:1.10-3.12], and those exposed to vibrations [OR=1.63, 95%CI: 1.05-2.54] during their work activities. Moreover, the unmarried [OR= 0.56, 95%CI: 0.35-0.91] and the workers of Punjabi ethnicity [OR=0.46, 95% CI: 0.27-0.76] were at a lower risk of MSP compared to married men and Sindhi workers. Of the 319 workers, the majority [202 (62.9%)] had low knowledge about occupational hazards, and [194 (60.4%)] health hazards, [131(40.8%)] MSP prevention strategies. More than one third [124(38.6)] workers, were not using personal protective equipment (PPEs) during work. The construction workers in Pakistan suffer from a very high prevalence of MSP. The study reports MSP from five major registered construction companies in Pakistan. The young group of workers reported difficulty working due to MSP. There is a dire need to design contextualized occupational health and safety policies and interventions with a focus on workers at higher risk of MSP

Physical and mental health impacts of COVID-19 on healthcare workers: A scoping review

Background: Coronavirus disease (COVID-19) pandemic has spread to 198 countries, with approximately 2.4 million confirmed cases and 150,000 deaths globally as of April 18. Frontline healthcare workers (HCWs) face a substantially higher risk of infection and death due to excessive COVID-19 exposure. This review aimed at summarizing the evidence of the physical and mental health impacts of COVID-19 pandemic on health-care workers (HCWs).Methods: We used the Arksey O\u27Malley framework to conduct a scoping review. A systematic literature search was conducted using two databases: PubMed and Google Scholar. We found 154 studies, and out of which 10 met our criteria. We collected information on the date of publication, first author\u27s country, the title of the article, study design, study population, intervention and outcome, and key findings, and divided all research articles into two domains: physical and mental health impact.Results: We reviewed a total of 154 articles from PubMed (126) and Google Scholar (28), of which 58 were found to be duplicate articles and were excluded. Of the remaining 96 articles, 82 were excluded after screening for eligibility, and 4 articles did not have available full texts. Ten full-text articles were reviewed and included in this study. Our findings identified the following risk factors for COVID-19-related health impact: working in a high-risk department, diagnosed family member, inadequate hand hygiene, suboptimal hand hygiene before and after contact with patients, improper PPE use, close contact with patients (≥ 12 times/day), long daily contact hours (≥ 15 h), and unprotected exposure. The most common symptoms identified amongst HCWs were fever (85%), cough (70%), and weakness (70%). Prolonged PPE usage led to cutaneous manifestations and skin damage (97%), with the nasal bridge (83%) most commonly affected site. HCWs experienced high levels of depression, anxiety, insomnia, and distress. Female HCWs and nurses were disproportionately affected.Conclusion: The frontline healthcare workers are at risk of physical and mental consequences directly as the result of providing care to patients with COVID-19. Even though there are few intervention studies, early data suggest implementation strategies to reduce the chances of infections, shorter shift lengths, and mechanisms for mental health support could reduce the morbidity and mortality amongst HCWs

Petrophysics based Reservoir Evaluation of the Cretaceous Lower Goru “C” Sands, Middle Indus Basin, Sindh, Pakistan

This study demonstrates the reservoir investigation of the Cretaceous Lower Goru “C” sand interval using exploratory well data from the middle Indus basin of Sindh. The petrophysical parameters including volume of shale, effective porosity, and water saturation of the investigated reservoir interval were calculated. The shale volume calculation results in 30–35% of non-clean (shale) lithology, which is high as compared to Sawan-01 and Sawan-08 wells. The effective porosity ranges from 12–16%, while the average value of water saturation in the complete interval of “C” sand falls in the range of 50–60%. However, certain zones with relatively lower water saturation values of around 30-50% are also observed. These zones are considered better pay zones in comparison to the other intervals. A “gas effect” phenomenon observed on cross plots represents the area of neutron-density cross-over indicating the presence of lighter hydrocarbons in this reservoir zone interva

Determinants of occupational hazards knowledge and safety practices among textile workers in Karachi, Pakistan: A cross sectional study

Objective: To determine the factors associated with good knowledge and safe practices regarding occupational hazards among textile workers.Methods: The cross-sectional study was conducted in Karachi from September 2015 to February 2016, and comprised male workers from seven textile mills. A 45-item structured questionnaire was developed and pretested in Urdu, the local language. One part of the questionnaire comprised 31 items related to good knowledge, and the other part comprised 14 items related to safe practices. Data was analysed using SPSS 19.Results: Of the 300 subjects, 123(41%) were aged 18-27 years, 183(63%) were educated, 184(61.3%) worked more than eight hours daily, 170(57%) were employed in the weaving section and 164(55%) as machine operators. Besides, 231(77%) had good knowledge, and 62(21%) reported safe practices. Educated workers were more likely (p\u3c0.05), and machine operators were less likely (p\u3c0.05) to have good knowledge, while educated workers, those in the spinning section and those working less than 8-hours daily (p\u3c0.05) were more likely to report safe practices.Conclusions: There was a high knowledge level, but a wide gap in adopting safety practices, which indicates need for focused interventions targeting high-risk workers and regulation of working hours

Cardiopulmonary resuscitation (CPR) training strategies in the times of COVID-19: A systematic literature review comparing different training methodologies

Background: Traditional, instructor led, in-person training of CPR skills has become more challenging due to COVID-19 pandemic. We compared the learning outcomes of standard in-person CPR training (ST) with alternative methods of training such as hybrid or online-only training (AT) on CPR performance, quality, and knowledge among laypersons with no previous CPR training.Methods: We searched PubMed and Google Scholar for relevant articles from January 1995 to May 2020. Covidence was used to review articles by two independent researchers. Effective Public Health Practice Project (EPHPP) Quality Assessment Tool was used to assess quality of the manuscripts.Results: Of the 978 articles screened, twenty met the final inclusion criteria. All included studies had an experimental design and moderate to strong global quality rating. The trainees in ST group performed better on calling 911, time to initiate chest compressions, hand placement and chest compression depth. Trainees in AT group performed better in assessing scene safety, calling for help, response time including initiating first rescue breathing, adequate ventilation volume, compression rates, shorter hands-off time, confidence, willingness to perform CPR, ability to follow CPR algorithm, and equivalent or better knowledge retention than standard teaching methodology.Conclusion: AT methods of CPR training provide an effective alternative to the standard in-person CPR for large scale public training

Association of respiratory symptoms and lung function with occupation in the multinational Burden of Obstructive Lung Disease (BOLD) study

Background Chronic obstructive pulmonary disease has been associated with exposures in the workplace. We aimed to assess the association of respiratory symptoms and lung function with occupation in the Burden of Obstructive Lung Disease study. Methods We analysed cross-sectional data from 28 823 adults (≥40 years) in 34 countries. We considered 11 occupations and grouped them by likelihood of exposure to organic dusts, inorganic dusts and fumes. The association of chronic cough, chronic phlegm, wheeze, dyspnoea, forced vital capacity (FVC) and forced expiratory volume in 1 s (FEV1)/FVC with occupation was assessed, per study site, using multivariable regression. These estimates were then meta-analysed. Sensitivity analyses explored differences between sexes and gross national income. Results Overall, working in settings with potentially high exposure to dusts or fumes was associated with respiratory symptoms but not lung function differences. The most common occupation was farming. Compared to people not working in any of the 11 considered occupations, those who were farmers for ≥20 years were more likely to have chronic cough (OR 1.52, 95% CI 1.19–1.94), wheeze (OR 1.37, 95% CI 1.16–1.63) and dyspnoea (OR 1.83, 95% CI 1.53–2.20), but not lower FVC (β=0.02 L, 95% CI −0.02–0.06 L) or lower FEV1/FVC (β=0.04%, 95% CI −0.49–0.58%). Some findings differed by sex and gross national income. Conclusion At a population level, the occupational exposures considered in this study do not appear to be major determinants of differences in lung function, although they are associated with more respiratory symptoms. Because not all work settings were included in this study, respiratory surveillance should still be encouraged among high-risk dusty and fume job workers, especially in low- and middle-income countries.publishedVersio

Three-Dimensional Semantic Segmentation of Diabetic Retinopathy Lesions and Grading Using Transfer Learning

Diabetic retinopathy (DR) is a drastic disease. DR embarks on vision impairment when it is left undetected. In this article, learning-based techniques are presented for the segmentation and classification of DR lesions. The pre-trained Xception model is utilized for deep feature extraction in the segmentation phase. The extracted features are fed to Deeplabv3 for semantic segmentation. For the training of the segmentation model, an experiment is performed for the selection of the optimal hyperparameters that provided effective segmentation results in the testing phase. The multi-classification model is developed for feature extraction using the fully connected (FC) MatMul layer of efficient-net-b0 and pool-10 of the squeeze-net. The extracted features from both models are fused serially, having the dimension of N × 2020, amidst the best N × 1032 features chosen by applying the marine predictor algorithm (MPA). The multi-classification of the DR lesions into grades 0, 1, 2, and 3 is performed using neural network and KNN classifiers. The proposed method performance is validated on open access datasets such as DIARETDB1, e-ophtha-EX, IDRiD, and Messidor. The obtained results are better compared to those of the latest published works

Effect of cotton dust exposure on respiratory health outcomes among textile workers

Background: Cotton dust is generated during various textile manufacturing processes. Only a few studies from Pakistan assessed cotton dust exposure and explored the relationship of duration of work in the textile industry with respiratory health outcomes. We aimed to assess cotton dust exposure and its association with lung function and respiratory symptoms among textile workers in Pakistan. Methods: We report findings from the baseline survey of the larger study, MultiTex, among 498 adult male textile workers from six mills conducted between October 2015-March 2016 in Karachi, Pakistan. Data collection included the use of standardized questionnaires; spirometry, and area dust measurements through UCB-PATS. Multivariable logistic and linear regression models were developed to assess the association of risk factors with respiratory symptoms and illnesses. Results: We found the mean age of workers to be 32.5 (±10) years; around 25% were illiterate. The prevalence of COPD, asthma, and byssinosis was 10%, 17%, and 2%, respectively. The median cotton dust exposure was 0.33 mg/m3 (IQR: 0.12-0.76). Increased duration of work among non-smokers was associated with a decline in lung function, FVC (-245 ml; 95% CI: -385.71, -104.89) and FEV1 (-200 ml; 95% CI: -328.71, -841.1). Workers with certain job titles (machine operators, helpers, and jobbers), those with greater duration of work, and higher dust exposure, were more likely to report respiratory symptoms and illnesses. Conclusions: We report a high prevalence of asthma and COPD and a low prevalence of byssinosis. Cotton dust exposure and duration of employment were associated with respiratory health outcomes. Our findings highlight the need for preventive interventions in the textile industry in Pakista

Changing perceptions of rural frontline workers and caregivers about management of childhood diarrhea and pneumonia despite several inequities: The Nigraan plus trial in Pakistan

Purpose: Diarrhea and pneumonia greatly contribute to high childhood mortality in Pakistan. Frontline community health workers or the Lady Health Workers (LHWs) provide care at the doorstep of over 60% of Pakistan\u27s rural residents. Difficult terrain, lack of supplies, and inadequate supervision put these LHWs at an added disadvantage in the timely diagnosis and delivery of known treatment options to community caregivers (CCGs). This study aims to assess whether a supportive supervision intervention through Lady Health Supervisors (LHSs) using enhanced mentorship and written feedback cards have the potential to improve case management of childhood diarrhea and pneumonia.Study setting and design: This perception-based qualitative inquiry nested within the Nigraan Plus trial included LHSs, LHWs, and CCGs as the participants. Twenty-two in-depth interviews (IDIs) and 16 focus group discussions (FGDs) were conducted before a supportive supervision intervention in 2017, and 10 FGDs were conducted in 2019 once the intervention concluded. Data were analyzed using manual content analysis.Results: The perceived ability of LHWs and LHSs to describe the danger signs of diarrhea and pneumonia, classify dehydration and relate respiratory rate to the severity of pneumonia improved over time. Appropriate prescription of zinc in diarrhea and antibiotics in pneumonia was noted. Furthermore, CCGs\u27 trust in LHWs increased following the intervention, and they reported a growing inclination to contact LHWs as their first point of care. LHWs in the intervention arm were more satisfied with their job due to frequent supervisory visits and continuous feedback by LHSs.Conclusion: Despite geographic, social, and economic inequities, supportive supervision has the potential to improve knowledge, practice, and skills of frontline health workers related to CCM of childhood diarrhea and pneumonia in disadvantaged rural communities. Additionally, the trust of CCGs in the health workers\u27 ability to manage such cases is also enhanced

Assessing the feasibility of a multifaceted intervention package for improving respiratory health of textile workers: Findings from the Multistep pilot study in Karachi, Pakistan

We piloted the development and implementation of a multifaceted intervention package for improving respiratory health among textile workers using a pre-post design at six mills in Karachi. The intervention, implemented following a baseline survey (n = 498), included health and safety training of workers and managers, promotion of cotton dust control measures, and the provision of facemasks. Follow-up surveys were conducted at 1, 6, and 12 months post-intervention. Knowledge, attitude, and practice (KAP) scores and respiratory symptoms were assessed through a questionnaire and spirometry was conducted. The intervention was provided to 230 workers and led to an improvement in KAP scores that was more likely among workers with a higher educational status, spinners, smokers, those with a permanent employment status, working in morning shifts, and with ⩾5 years of textile experience. We found the intervention acceptable and feasible in these textile mills henceforth, trials are required to determine its effectiveness