In cattle herds, the transmission and persistence of VTEC O157:H7 (a serotype of verotoxin-producing Escherichia coli-known for its life threatening complications in humans) is dependent on a small proportion of cattle who become colonised and shed high numbers of the bacteria. Reducing the proportion of these animals is considered key for decreasing the prevalence of VTEC O157:H7. In this study, observations of calf behaviour and animal-based welfare indicators were used to explore individual risk factors and underlying drivers of colonisation in Swedish dairy calves. Interdependencies between variables led to three different approaches being used to visualize and explore the associations. Combining the results of all methods revealed similar patterns and suggest that healthy animals, actively grooming and interacting with others calves in the group have a higher risk of colonisation than small dairy calves in poor condition (diarrhoea, poor ruminal fill, poor body condition score and nasal discharge). This lends no support to the hypothesis that reduced welfare is a risk factor for VTEC O157:H7, but implies that individual differences in calf behaviour affect oral exposure to the bacteria so driving the risk of colonisation. This new finding has important implications for understanding of VTEC O157:H7 transmission within farms. The zoonotic pathogen verotoxin-producing Escherichia coli serotype O157:H7 (VTEC O157:H7) causes disease and even deaths among people worldwide and Sweden is over represented, having had several major outbreaks 1-3. Many of the Swedish cases of VTEC O157:H7 are connected to strains circulating in the cattle population 2,4,5 and there are higher numbers of human cases in cattle dense areas 6. Although experimental infection with high doses of VTEC O157:H7 may cause diarrhoea in young calves 7 it is does not appear to be generally associated with disease 8 and the most significant animal reservoirs are cattle asymptomatically carrying VTEC O157:H7 in their intestines 9. The primary site of colonisation is considered to be the recto-anal junction in the terminal rectum and colonisation of this region has been associated with high levels of bacterial shedding 10-12. Shedding of more than 10 4 colony forming units (cfu) per gram has been proposed to indicate a "super-shedder" 13 and modelling has suggested that these individuals are responsible for shedding as much as 90% of total bacteria in a group 14. It has also been shown that high-level shedders increase contamination levels in the environment, on the hide of animals and increase average shedding levels of pen mates 15-17. More recent studies have questioned the focus on super-shedders and suggested that even lower shedding levels (>10 3 cfu/g faeces) are important for on farm persistence and transmission 18. In all cases, reducing the average shedding rate of animals is an important control measure for preventing transmission from cattle to humans 19,20. Although it appears that all calves can be colonised in experimental studies, usi...