Exploration of factors associated with spatial−temporal veterinary surveillance diagnoses of rumen fluke (Calicophoron daubneyi) infections in ruminants using zero-inflated mixed modelling

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Type Article
Original languageEnglish
Pages (from-to)253-260
Number of pages8
Issue number2
Early online date18 Oct 2021
Publication statusPublished - 18 Feb 2022
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Rumen fluke (Calicophoron daubneyi) has emerged as a prominent parasite of ruminants in Europe over the past decades. Epidemiological questions remain regarding this observed increase in prevalence as well as the prospect for future paramphistomosis risk. This study aimed to identify factors associated with the temporal-spatial prevalence of rumen fluke as measured by veterinary surveillance in a temperate region using zero inflated negative binomial mixed modelling. Modelling revealed that summer rainfall, raindays and sunshine hours, and mean winter temperature as significant positively associated climate variables for rumen fluke prevalence over space and time (P<0.05). Rumen fluke prevalence was also higher in counties with higher cattle/sheep densities and was positively associated with rumen fluke case rates in the previous years (P<0.05). Equivalent models for fasciolosis prevalence revealed no significant association with winter temperature and sunshine hours, (P > 0.05). These results confirm a strong association between rainfall and the prevalence of both fluke species in a temperate environment, likely due to the role of Galba truncatula as their intermediate snail host. It also highlights the potential added importance of winter temperature and sunshine hours in rumen fluke epidemiology when compared to liver fluke


  • Calicophoron daubneyi, Fasciola hepatica, fasciolosis, paramphistomosis, rumen fluke, spatial-temporal modelling, veterinary surveillance, zero inflated mixed models, spatial−temporal modelling