SynthesisBMC public health2016
A systematic review on the clustering and co-occurrence of multiple risk behaviours.
Synthesis in BMC public health, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 306 papers, 8 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
306 citing papers in PubMed, 8 syntheses or guidelines pooled it.
- The effect of identity-related interventions on physical activity- and smoking-related identities and behavior: a mixed-methods systematic review.Systematic reviews · 2026Pooled it
- Interventions implemented through sporting organisations for promoting healthy behaviour or improving health outcomes.The Cochrane database of systematic reviews · 2025Pooled it
- Assessing the Effectiveness of eHealth Interventions to Manage Multiple Lifestyle Risk Behaviors Among Older Adults: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2024Pooled it
- The relationship between the price and demand of alcohol, tobacco, unhealthy food, sugar-sweetened beverages, and gambling: an umbrella review of systematic reviews.BMC public health · 2024Pooled it
- Systematic review of longitudinal studies on the association between cluster of health-related behaviors and tooth loss among adults.Acta odontologica Scandinavica · 2024Pooled it
- Effects of Face-to-Face and eHealth Blended Interventions on Physical Activity, Diet, and Weight-Related Outcomes among Adults: A Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2023Pooled it
- The influence of socioeconomic status on the association between unhealthy lifestyle factors and adverse health outcomes: a systematic review.Wellcome open research · 2023Pooled it
- Is safety in the eye of the beholder? Discrepancies between self-reported and proxied data on road safety behaviors-A systematic review.Frontiers in psychology · 2022Pooled it
- Effectiveness of the Components of a Digital Multiple Health Behavior Change Intervention Among Individuals Seeking Help Online (Coach): Factorial Randomized Trial.Journal of medical Internet research · 2026Trial
- A smoking cessation intervention for rural veterans tailored to individual risk factors: A multicenter randomized clinical trial.Journal of substance use and addiction treatment · 2024Trial
- The Impact of a Clinical Decision Support System for Addressing Physical Activity and Healthy Eating During Smoking Cessation Treatment: Hybrid Type I Randomized Controlled Trial.Journal of medical Internet research · 2022Trial
- Effects of a Whole-School Health Intervention on Clustered Adolescent Health Risks: Latent Transition Analysis of Data from the INCLUSIVE Trial.Prevention science : the official journal of the Society for Prevention Research · 2022Trial
- Trial
- Association Between Eating Attitudes and Dental Caries Experience in Young Adults Attending a Private Dental Practice: A Cross-Sectional Study.Nutrients · 2026Article
- Unmasking the burden of mental health symptoms and risk behaviors in Vietnamese adolescents: evidence from a multicenter cross-sectional study involving 2,631 high school students.Social psychiatry and psychiatric epidemiology · 2026Article
- Examining the clustering of lifestyle factors and affect in daily life: An idiographic approach.Applied psychology. Health and well-being · 2026Article
- A network analysis of appetite and dietary behaviour patterns: differences between smokers and non-smokers.Journal of health, population, and nutrition · 2026Article
- Artificial sweetener intake and risk of chronic obstructive pulmonary disease: a mediation analysis based on plasma metabolic biomarkers.Nutrition & metabolism · 2026Article
- Intersectional identity, risk behaviors, and adolescent mental health in South Korea: who suffers the most in the loneliness epidemic?Dialogues in health · 2026Article
- 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
246 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
backgroundRisk behaviours, such as smoking and physical inactivity account for up to two-thirds of all cardiovascular deaths, and are associated with substantial increased mortality in many conditions including cancer and diabetes. As risk behaviours are thought to co-occur in individuals we conducted a systematic review of studies addressing clustering or co-occurrence of risk behaviours and their predictors. As the main aim of the review was to inform public health policy in England we limited inclusion to studies conducted in the UK.
methodsKey databases were searched from 1990 to 2016. We included UK based cross-sectional and longitudinal studies that investigated risk behaviours such as smoking, physical inactivity, unhealthy diet. High heterogeneity precluded meta-analyses.
resultsThirty-seven studies were included in the review (32 cross-sectional and five longitudinal). Most studies investigated unhealthy diet, physical inactivity, alcohol misuse, and smoking. In general adult populations, there was relatively strong evidence of clustering between alcohol misuse and smoking; and unhealthy diet and smoking. For young adults, there was evidence of clustering between sexual risk behaviour and smoking, sexual risk behaviour and illicit drug use, and sexual risk behaviour and alcohol misuse. The strongest associations with co-occurrence and clustering of multiple risk behaviours were occupation (up to 4-fold increased odds in lower SES groups) and education (up to 5-fold increased odds in those with no qualifications).
conclusionsAmong general adult populations, alcohol misuse and smoking was the most commonly identified risk behaviour cluster. Among young adults, there was consistent evidence of clustering found between sexual risk behaviour and substance misuse. Socio-economic status was the strongest predictor of engaging in multiple risk behaviours. This suggests the potential for interventions targeting multiple risk behaviours either sequentially or concurrently particularly where there is evidence of clustering. In addition, there is potential for intervening at the social or environmental level due to the strong association with socio-economic status.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.