ArticleBMC public health2024
Exploring socioeconomic status, lifestyle factors, and cardiometabolic disease outcomes in the United States: insights from a population-based cross-sectional study.
Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.
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Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Reallocating 24-hour movement behaviors and cardiometabolic health in adults: a systematic review and meta-analysis.Archives of public health = Archives belges de sante publique · 2026Pooled it
- Flavanone Intake and Cardiometabolic Outcomes: A Synthesis of Meta-Analytic Evidence from Cohort and Clinical Studies.Epidemiologia (Basel, Switzerland) · 2026Review
- Obesity as a Potential Explanatory Factor in the Association Between Socioeconomic Position and Multidimensional Cardiometabolic Risk.Medical sciences (Basel, Switzerland) · 2026Article
- Article
- Association and risk prediction of 19 complex diseases with polygenic scores and socioeconomic status.Communications medicine · 2026Article
- Factors Associated with the Odds, Duration, and Costs of Health-Related Absenteeism: A Population-Based Study in São Paulo City, Brazil.Healthcare (Basel, Switzerland) · 2026Article
- Long term cardiometabolic outcomes in COVID positive patients.Journal of public health research · 2026Review
- The Moderating Effect of Physical Activity Between IQOS Smoking and Ventricular Repolarization Parameters in Lebanese University Students.Health science reports · 2026Article
- Associations of sociodemographic factors and lifestyle behaviors with the risk of cardiometabolic disease: a population-based study from the European health interview survey in Hungary.BMC public health · 2026Article
- Associations of weekend warrior and regular physical activity patterns with prevalence of hypertension by socioeconomic status in Korean adults.Clinical hypertension · 2026Article
- Web-based cardiovascular disease risk prediction using machine learning.Frontiers in artificial intelligence · 2026Article
- Prevalence and risk factors of hypertension in Saudi Arabia based on a nationally representative survey.Frontiers in cardiovascular medicine · 2026Article
- Screening, Diagnosis, and Treatment of Cardiometabolic Risk in Persons With Spinal Cord Injury/Disease: A Scoping Review.Archives of rehabilitation research and clinical translation · 2025Review
- Article
- The impact of polygenic score and socioeconomic status in predicting risk for 19 complex diseases.medRxiv : the preprint server for health sciences · 2025Article
- Sex differences in associations between body composition and cardiometabolic indicators in Chinese children: a cross-sectional study.BMJ open · 2025Article
- Provider Lifestyle Counseling Among Adults With Cardiometabolic Disease Diagnosis Differs by Sociodemographic Characteristics and Lifestyle Modification: NHANES 2017-2020.American journal of lifestyle medicine · 2025Article
- Gender Differences in the Association Between Socioeconomic Status and Cardiometabolic Health: National Health and Nutrition Examination Survey.Global journal of cardiovascular diseases · 2025Article
- Impact of health information seeking behavior and digital health literacy on self-perceived health and depression symptoms among older adults in the United States.Scientific reports · 2024Article
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Authors and funding
7 authors.
Funding
Abstract
backgroundCardiometabolic diseases are a major global health concern. This study aims to identify areas for targeted interventions and investigate the impact of socioeconomic status and lifestyle as a potential mediator in the context of the US.
methodsOur study analyzed data from the Health Information National Trends Survey 5, a nationwide survey by the National Cancer Institute. Using standardized scales and questions, we examined cardiometabolic disease outcomes, lifestyle factors, and socioeconomic status of non-institutionalized civilians aged 18 + in the US. We analyzed the data using structural equation modelling.
resultsOur findings show that socioeconomic status and lifestyle significantly predict cardiometabolic disease outcomes. However, our analysis did not support lifestyle as the primary mediating factor in the association between socioeconomic status and cardiometabolic diseases, suggesting that other factors may significantly influence this relationship.
conclusionsCardiometabolic diseases require lifestyle and structural interventions addressing socioeconomic factors. Policymakers must consider multifaceted factors to prevent, detect, and manage these diseases effectively and equitably.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.