Background: Workplace evaluation is one of the first steps in reducing the risk of injuries and illnesses, and is part of several programs that promote a participatory approach to occupational health among small business owners. The usefulness of written safety evaluations is contingent upon non-safety professionals obtaining accurate and reliable results.
Objectives: The purpose of this study was to better understand auto body shop owners' ability to correctly identify occupational health and safety issues within their businesses.
Methods: In this study, 11 auto body shop owners used a 25-question checklist, developed specifically for this industry, to identify key safety and health problems. Owner results were compared with those of an industrial hygienist (IH) experienced in using the assessment form.
Results: The average number of safety problems identified by the IH was twice as large as the number identified by business owners (P = 0.02). The average percentage agreement of answers between owners and the IH was 81% (SD = 21%). Shop owners were more accurate in assessing the presence of written safety programs and records than the presence of unsafe work conditions. Overall, owners' sensitivity (ability to correctly identify a safety-deficient item) was low (0.22).
Conclusions: Collision shop owners had some difficulty correctly identifying many unsafe/non-compliant items or situations in their facility. Naïve users' ability to correctly identify potentially hazardous situations--sensitivity--should be the metric of concern for the validity of safety assessments, and efforts should be directed at bringing this number as close to one as feasible.
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http://dx.doi.org/10.1179/2049396713Y.0000000044 | DOI Listing |
Sci Rep
January 2025
Department of Otolaryngology Head and Neck Surgery, Technical University Munich, Munich, Germany.
Visual diagnosis is one of the key features of squamous cell carcinoma of the oral cavity (OSCC) and oropharynx (OPSCC), both subsets of head and neck squamous cell carcinoma (HNSCC) with a heterogeneous clinical appearance. Advancements in artificial intelligence led to Image recognition being introduced recently into large language models (LLMs) such as ChatGPT 4.0.
View Article and Find Full Text PDFBMJ Open
January 2025
College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
Objectives: This study assessed knowledge of physical activity (PA) guidelines and confidence to deliver PA advice, across current final-year medical students in Scotland. This follows a 2013 survey finding that this cohort lacked this knowledge and confidence; thus, authors recommended improvements to undergraduate medical PA education and re-evaluation of these measures thereafter.
Design: A cross-sectional online survey.
Gastro Hep Adv
October 2024
Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, Mount Sinai South Nassau, One Healthy Way, Oceanside, New York.
Background And Aims: Colorectal cancer is the third most common cancer in the United States, with colonoscopy being the preferred screening method. Up to 25% of colonoscopies are associated with poor preparation which leads to prolonged procedure time, repeat colonoscopies, and decreased adenoma detection. Artificial intelligence (AI) is being increasingly used in medicine, assessing medical school exam questions, and writing medical reports.
View Article and Find Full Text PDFHeliyon
January 2025
Electrical and Information Engineering Department, Covenant University, P.M.B 1023, Ota, 112212, Ogun State, Nigeria.
Unplanned downtime in industrial sectors presents significant challenges, impacting both production efficiency and profitability. To tackle this issue, companies are actively working towards optimizing their operations and reducing disruptions that hinder their ability to meet customer demands and financial goals. Predictive maintenance, utilizing advanced technologies like data analytics, machine learning, and IoT devices, offers real-time equipment data monitoring and analysis.
View Article and Find Full Text PDFMetabol Open
March 2025
School of Exercise and Nutritional Sciences, San Diego State University, San Diego, CA, 92182, USA.
Background: Watermelon and its rind are rich in fiber, vitamins, minerals, and L-citrulline. Despite these nutritional benefits, research on the effects of blenderized watermelon (WM), especially in adolescents, remains limited. This study aimed to address this gap by examining the impact of blenderized WM (, including both flesh and rind) on satiety, postprandial glucose responses, and overall acceptability among overweight and obese adolescents.
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