Cardio-metabolic risk among healthcare providers: A latent profile study.
Introduction: Cardio-metabolic disease (CMetD) is a prevalent health issue among healthcare professionals, and suboptimal management of metabolic disorders places a burden on the healthcare system. Methods: The present study aimed to cluster the participants based on risk factors for the CMetDs usin...
| Publicado en: | Journal of Cardiovascular & Thoracic Research Vol. 17; no. 4; pp. 265 - 274 |
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| Autores principales: | , , , , , , |
| Formato: | research tables/charts Journal Article |
| Publicado: |
Tabriz University of Medical Sciences
Dec2025
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=192291127&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 192291127 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 20085117 BL7R jtl: Journal of Cardiovascular & Thoracic Research issn: 20085117 maglogo: N pubinfo: dt: Dec2025 vid: 17 iid: 4 pid: 69573 pub: Tabriz University of Medical Sciences artinfo: ui: 192291127 192291127 192291127 10.34172/jcvtr.025.33541 192291127 ppf: 265 ppct: 9 formats: fmt: – @attributes: type: T – @attributes: type: P tig: atl: Cardio-metabolic risk among healthcare providers: A latent profile study. aug: au: Esmaeili, Parya Haybatollahi, Sayyed M. Roshanravan, Neda Ghaffari, Samad Alamdari, Naimeh Mesri Mousavi, Saeed Asghari-Jafarabadi, Mohammad affil: Liver and Gastrointestinal Diseases Research Center, Tabriz University of Medical Sciences, Tabriz, Iran sug: subj: Health Personnel Cardiometabolic Risk Factors Risk Assessment Models, Statistical Human Funding Source Iran Male Female Adult Middle Age Prospective Studies Epidemiological Research Interviews Academic Medical Centers Descriptive Statistics Data Analysis Software Enzyme-Linked Immunosorbent Assay Age Factors Body Mass Index Systolic Pressure Diastolic Pressure Blood Pressure Waist Circumference Glycated Hemoglobin Hematocrit Odds Ratio Confidence Intervals Cardiometabolic Risk Factors Prevention and Control Adult: 19-44 years Middle Aged: 45-64 years Male Female ab: Introduction: Cardio-metabolic disease (CMetD) is a prevalent health issue among healthcare professionals, and suboptimal management of metabolic disorders places a burden on the healthcare system. Methods: The present study aimed to cluster the participants based on risk factors for the CMetDs using Latent Profile Analysis (LPA). This study was conducted on 500 healthcare providers, aged 18 to 75 years at Tabriz University of Medical Sciences, Tabriz, Iran. LPA was used to explore the latent risk profiles based on age, blood pressure (BP), lipid profile, insulin, body mass index (BMI), and waist circumference. Results: The individuals were classified into three LPA-driven profiles: low (42.4%), intermediate (21.8%), and high (35.8%). The high-risk profile found in older age and higher BMI, insulin, fasting blood glucose (FBS), as well as higher levels of high-density lipoprotein (HDL) cholesterol, low-density lipoprotein (LDL) cholesterol, total cholesterol, and triglyceride. Furthermore, in the intermediate risk profile, elevated levels of systolic/diastolic BP and waist circumference were associated with higher levels of risk. Haemoglobin and hematocrit levels were significant predictors of low and intermediate latent profiles. Higher levels of hemoglobin and hematocrit were associated with lower odds of being in low and intermediate latent profiles, compared to the high-risk profile (all P <0.05).> Conclusion: LPA-derived latent profiles and the specific predictors of profiles help find control and prevention measures in CMetDs; older individuals with poorer lipid profiles, and, elevated insulin, triglyceride, FBS, BP, and BMI levels should be screened more carefully. pubtype: Academic Journal doctype: research tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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