ArticleBMC public health2019
Identification of health-related behavioural clusters and their association with demographic characteristics in Irish university students.
Article in BMC public health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed, 50 citations in OpenAlex.
- Patterns and Correlates of Co-occurring Smoking, Alcohol Use, Gambling, and High Internet Use Among University Students: A Cross-Sectional Study in Türkiye.Journal of community health · 2026Article
- Association of health-promoting behaviors with oral health status among Turkish dental students: a cross-sectional study.BMC medical education · 2026Article
- Latent class profiles of health-risk behaviors and the protective roles of psychological resilience and self-control in Chinese adolescents.Frontiers in public health · 2026Article
- Risk Profiles of Poor Diet Quality Among University Students: A Multivariate Segmentation Analysis.Nutrients · 2025Article
- An unhealthy lifestyle and incident activity-limiting neck and back problems in university students: the Sustainable UNiversity Life (SUN) study.BMC public health · 2025Article
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- Predicting University Students' Stress Responses: The Role of Academic Stressors and Sociodemographic Variables.European journal of investigation in health, psychology and education · 2025Article
- Cluster analysis as an effective tool for identifying physical fitness in students: the basis for an innovative approach to optimizing physical education in the university environment.Frontiers in physiology · 2025Article
- Prevalence of health-related behaviours and associated factors in university students in Ireland: a 4-year repeated cross-sectional study.BMJ public health · 2024Article
- Analytic Methods for Understanding the Temporal Patterning of Dietary and 24-H Movement Behaviors: A Scoping Review.Advances in nutrition (Bethesda, Md.) · 2024Article
- Prevalence and Correlates of Health Risk Behaviors among University Students from a State in the Southern Region of Brazil.International journal of environmental research and public health · 2024Article
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- Illicit drug use in university students in the UK and Ireland: a PRISMA-guided scoping review.Substance abuse treatment, prevention, and policy · 2023Article
- Exploring associations of adverse childhood experiences with patterns of 11 health risk behaviors in Chinese adolescents: focus on gender differences.Child and adolescent psychiatry and mental health · 2023Article
- The identification of clusters of risk factors and their association with hospitalizations or emergency department visits in home health care.Journal of advanced nursing · 2023Article
- Determinants of Sleep Quality: A Cross-Sectional Study in University Students.International journal of environmental research and public health · 2023Article
- Trend in health-related physical fitness for Chinese male first-year college students: 2013-2019.Frontiers in public health · 2023Article
- Lifestyle factors and obesity in young adults - changes in the 2000s in Finland.Scandinavian journal of public health · 2022Article
- The clusters of health-risk behaviours and mental wellbeing and their sociodemographic correlates: a study of 15,366 ASEAN university students.BMC public health · 2022Article
- The clustering of physical activity and screen time behaviours in early childhood and impact on future health-related behaviours: a longitudinal analysis of children aged 3 to 8 years.BMC public health · 2022Article
Corrections and comments
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Authors and funding
7 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundStudents engage in risky health-related behaviours that influence their current and future health status. Health-related behaviours cluster among adults and differently based on sub-populations characteristics but research is lacking for university populations. Examining the clustering of health- related behaviours can inform our initiatives and strategies, while examining cluster members' characteristics can help target those who can prosper most from health promotion efforts. This study examines the clustering of health-related behaviours in Irish university students, and investigates the relationship with students' sex, age, field of study and accommodation type.
methodsAn online survey was completed by 5672 Irish university students (51.3% male; 21.60 ± 5.65 years) during 2014. Two-step cluster analysis was used to understand how health-related behaviours (physical activity, smoking, alcohol intake, drug use and dietary habits) cluster among male and female students. Binary logistic regressions were conducted to examine the likelihood of students falling into certain clusters based on their characteristics.
resultsFive cluster groups were identified in males and four in females. A quarter of males were categorised as ideal healthy with older students and those from certain fields of study having a higher likelihood of being classified in a low physical activity and poor diet (OR = 1.06-2.89), alcohol consumption (OR = 1.03-3.04), or smoking and drug use (OR = 1.06-2.73) cluster. Forty-five percent of females were categorised as ideal healthy with older females more likely to be in a low active and smoking cluster (OR = 1.03), and less likely to be in a convenience food cluster (OR = 0.96). Females from certain fields of study were also more likely to be classified in these clusters (OR = 1.59-1.76). Students living away from their family home had in increased likelihood of being in a cluster related to a higher frequency of alcohol consumption (OR = 1.72-3.05).
conclusionHealth-related behaviours cluster among this population and need to be taken into account when designing multi-health interventions and policies. These findings can be used to target student groups at risk, leading to more efficient and successful health promotion efforts. The addition of modules providing information regarding health-related behaviours are advised in all fields of study.
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