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This cross-sectional study analyzed 436 male Brazilian military police officers to measure prevalence and clustering of cardiovascular risk factors, using blood pressure, dyslipidemia, dysglycemia, obesity, smoking, and physical activity metrics. Risk profiles were compared by administrative versus operational roles and by work shifts. Results showed a heavy burden of risk, with high-risk categories dominating across the force without significant differences by role or shift.",{"@graph":69,"@context":122},[70,84,105],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":35,"@type":76,"position":81},"https://docshare.wps.com/document/healthcare/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/cardiovascular-risk-factors-across-job-roles-and-work-shifts-in-a-brazilian-military-police-cohort-a-cross-sectional-study/408118/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/cardiovascular-risk-factors-across-job-roles-and-work-shifts-in-a-brazilian-military-police-cohort-a-cross-sectional-study/408118.png","ImageObject",300,407,{"name":92,"@type":93},"Anna Hans","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-11-02","2026-09-28",true,{"@type":102,"interactionType":103,"userInteractionCount":44},"InteractionCounter",{"@type":104},"ViewAction",{"@type":106,"mainEntity":107},"FAQPage",[108,114,118],{"name":109,"@type":110,"acceptedAnswer":111},"What was the study’s main objective?","Question",{"text":112,"@type":113},"To assess the prevalence and clustering of cardiovascular risk factors in a cohort of Brazilian military police officers and to examine associations with job type and work schedule.","Answer",{"name":115,"@type":110,"acceptedAnswer":116},"How were cardiovascular risk factors measured in this study?",{"text":117,"@type":113},"They were based on six metrics: elevated blood pressure, dyslipidemia, dysglycemia, obesity, smoking status, and physical activity levels, along with overall cardiovascular health scores.",{"name":119,"@type":110,"acceptedAnswer":120},"Did job roles or work shifts significantly change the risk factor profile?",{"text":121,"@type":113},"No. The high-risk profile was uniformly distributed across the force, with no statistically significant differences observed between job types or work schedules.","https://schema.org",{"og:url":83,"og:type":124,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":126,"canonical":83},"index,follow",{"doc_id":128,"site_id":62},408118,1791066225,{"code":4,"msg":5,"data":131},{"doc_id":128,"user_id":132,"nickname":92,"user_avatar":133,"doc_module":4,"category_id":34,"category_name":35,"doc_title":65,"doc_description":67,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":44,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":139,"language":140,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":141,"faqs":142,"seo_title":143,"seo_description":67,"update_tm":144,"read_time":145,"preview_page_count":4},5909892332657,"https://ap-avatar.wpscdn.com/davatar_994ba38a5ba835b3df7d355c54d3ed8d","TYPE Original Research PUBLISHED 17 December 2025 DOI 10.3389/fpubh.2025.1716547  \nOPEN ACCESS  \nEDITED BY  \nPatricia Nehme,  \nUniversity of São Paulo, Brazil  \nREVIEWED BY  \nFabio Lisboa Barreto,  \nState University of Feira de Santana, Brazil Takalani Muluvhu,  \nTshwane University of Technology, South Africa  \n*CORRESPONDENCE  \nDaniel Franceschini Palmieri  \n [dfpalmieri@gmail.com](dfpalmieri@gmail.com)  \nRECEIVED 30 September 2025  \nREVISED 02 November 2025  \nACCEPTED 19 November 2025  \nPUBLISHED 17 December 2025  \nCITATION  \nPalmieri DF, Ferreira LB, de Almeida IL,  \nFiusa VC, Bazán Gonzales FJ, de Oliveira Bicalho Santos JP, Nogueira ACC, de Carvalho LSF and Anderson de Sousa Munhoz Soares A (2025) Cardiovascular risk factors across job roles and work shifts in a Brazilian Military Police cohort: a cross-sectional study.  \nFront. Public Health 13:1716547.  \ndoi: 10.3389/fpubh.2025.1716547  \nCOPYRIGHT  \n© 2025 Palmieri, Ferreira, de Almeida, Fiusa, Bazán Gonzales, de Oliveira Bicalho Santos, Nogueira, de Carvalho and Anderson de Sousa Munhoz Soares. This is an open-access article distributed under the terms of the  \nCreative Commons Attribution License (CC BY) . The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.  \nCardiovascular risk factors across job roles and work shifts in a Brazilian Military Police cohort: across-sectional study  \nDaniel Franceschini Palmieri1,2*, Leonardo Borges Ferreira3,4,  \nIúri Leão de Almeida 2, Vinicius C. Fiusa 1,5,6, Fiorella Jamilé Bazán Gonzales 6,  \nJoão Pedro de Oliveira Bicalho Santos 6, Ana Cláudia Cavalcante Nogueira 5,6,  \nLuiz Sérgio Fernandes de Carvalho 1,5,6 and Alexandre Anderson de Sousa Munhoz Soares 1,6  \n1Medical Sciences Postgraduate Program, Universidade de Brasilia (UnB), Brasilia, Brazil, 2Department of Health Assistance, Federal District Military Police, Brasilia, Brazil, 3Higher Institute of Police Sciences, Federal District Military Police, Brasilia, Brazil, 4Faculty of Social, Work and Organizational Psychology, University of Brasília, Brasilia, Brazil, 5Data Lab for Quality of Care and Outcomes Research (LaDaQCOR), Universidade Catolica de Brasilia (UCB), Brasilia, Brazil, 6Aramari Apo Institute for Advanced Health Education and Research, Brasilia, Brazil  \nBackground: Police officers are recognized as a high-risk group for cardiovascular disease (CVD), but it remains unclear how specific occupational factors, such as job roles and demanding shift schedules, modulate this risk. This study aimed to assess the prevalence and clustering of cardiovascular risk factors in a cohort of Brazilian military police officers and to investigate their associations with job type and work schedule.  \nMethods: A cross-sectional analysis involving 436 male military police officers in Brazil was performed. Prevalence of cardiovascular risk factors and overall cardiovascular health scores were determined based on six key metrics: elevated blood pressure, dyslipidemia, dysglycemia, obesity, smoking status, and physical activity levels. Health profiles and risk factor prevalence were compared across administrative versus operational roles and different work shifts using Pearson’schi-squared tests for categorical data and non-parametric tests for nonnormally distributed continuous data.  \nResults: The population (median age 46.0 years) exhibited a high burden of risk factors, with over 80% being overweight or obese and 95% presenting with elevated blood pressure or hypertension. Consequently, nearly 90% of the officers were classified as having moderate or high cardiovascular risk, while only 3% met ideal health metrics. This high-risk profile was uniformly distributed across the force, with no statistically ","cbCairi3kWt0IKGm","https://ap.wps.com/l/cbCairi3kWt0IKGm","pdf",1223261,11,"English","# Background\n# Methods\n# Results\n# Conclusion","[{\"question\":\"What was the study’s main objective?\",\"answer\":\"To assess the prevalence and clustering of cardiovascular risk factors in a cohort of Brazilian military police officers and to examine associations with job type and work schedule.\"},{\"question\":\"How were cardiovascular risk factors measured in this study?\",\"answer\":\"They were based on six metrics: elevated blood pressure, dyslipidemia, dysglycemia, obesity, smoking status, and physical activity levels, along with overall cardiovascular health scores.\"},{\"question\":\"Did job roles or work shifts significantly change the risk factor profile?\",\"answer\":\"No. The high-risk profile was uniformly distributed across the force, with no statistically significant differences observed between job types or work schedules.\"}]","Cardiovascular risk factors across job roles and work shifts in a Brazilian Military Police cohort - a cross-sectional study | PDF",1790578302,28]