There was a non-significant trend for those in the risky cluster to have Year ten or below schooling compared to a TAFE/other qualification.
This architecture uses the 80/20 rule (80% of cluster failures come from 20% of physical machines) to identify failure-prone physical machines by dividing each cluster into reliable and risky sub-clusters.
Problem Behavior Theory posits that risky behaviors cluster in individuals, implying that protective behaviors may follow a similar pattern.
In addition, our novel findings including a major gene in each cluster and sufficient risky genotypes in a cluster for disease onset (which coincides with Rothman's sufficient cause theory) may not only provide a new research direction for complex diseases but also help to reveal the disease etiology.
We conclude that how and why risky health behaviors cluster and how that affects individual level outcomes call for more attention.
Several studies have also shown the clustering of risky behaviours such as physical inactivity, non-wearing of seat belts and unhealthy diet intake among adolescents [ 7, 23].
In addition, an increased awareness among health professionals of the cluster of risky health practices more common among higher income earners and women with more education is also of importance.
Problem Behavior Theory hypothesizes that various early risk factors may comprise a cluster of risky behaviors that mediate the link from childhood adversity to a variety of adverse adult outcomes, rather than distinct independent pathways.
Lower compliance with preventive screening or medical check-ups was associated with clustering of other risky behaviours, [ 23] or with an 'inactive' cluster among a sample of women [ 25].
After establishing a cut-off percentage for risky combinatory genotypes in each gene cluster, the 14 gene clusters achieved a classification accuracy of 82.8% for all datasets and 98.9% if the information-short dataset was excluded.
