ArticleInternational journal of environmental research and public health2021
Relations of Lifestyle Behavior Clusters to Dyslipidemia in China: A Compositional Data Analysis.
Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Socio-demographic and clinical determinants of dyslipidaemia in hypertensive patients at the Effia Nkwanta Hospital; a cross-sectional study.Scientific reports · 2026Article
- Association between social activities and cardiovascular diseases: evidence from the CHARLS database.BMC public health · 2026Article
- Opportunities and challenges of lifestyle intervention-based digital therapeutics in LDL-C management: a scoping review.Therapeutic advances in chronic disease · 2025Article
- Random Forest Analysis of Out-of-Pocket Health Expenditures Associated with Cardiometabolic Diseases, Lifestyle, Lipid Profile, and Genetic Information in São Paulo, Brazil.Healthcare (Basel, Switzerland) · 2024Article
- Article
- Association of baseline and dynamic arterial stiffness status with dyslipidemia: a cohort study.Frontiers in endocrinology · 2023Article
- Associations of Socioeconomic Status and Healthy Lifestyle With Incidence of Dyslipidemia: A Prospective Chinese Governmental Employee Cohort Study.Frontiers in public health · 2022Article
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9 authors.
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Abstract
Dyslipidemia is associated with lifestyle behaviors, while several lifestyle behaviors exist collectively among some populaitons. This study aims to identify lifestyle behavior clusters and their relations to dyslipidemia. This cross-sectional study was conducted in Wuhai City, China. Cluster analysis combined with compositional data analysis was conducted, with 24-h time-use on daily activities and dietary patterns as input variables. Multiple logistic regression was conducted to compare dyslipidemia among clusters. A total of 4306 participants were included. A higher prevalence of newly diagnosed dyslipidemia was found among participants in cluster 1 (long sedentary behavior (SB) and the shortest sleep, high-salt and oil diet) /cluster 5 (the longest SB and short sleep), relative to the other clusters in both age groups (<50 years and ≥50 years). In conclusion, unhealthy lifestyle behaviors may exist together among some of the population, suggesting that these people are potential subjects of health education and behavior interventions. Future research should be conducted to investigate the relative significance of specific lifestyle behaviors in relation to dyslipidemia.
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