Statistical modelling of the spatial distribution of prevalence of Calicophoron daubneyi infection in sheep from central Italy.
Statistical modelling for Disease Mapping and Ecological Analysis is of particular importance in veterinary parasitology because environmental characteristics can affect parasite distribution. However, the main difficulties relate to the concentration of animal populations within farms, which contrasts to the study of wild animal populations. In the present paper we report the results of a cross-sectional coprological survey designed to study the presence and distribution of the rumen fluke Calicophoron daubneyi--which causes paramphistomosis, a snail borne disease--in pastured sheep living in the Latina province of central Italy. We show how techniques derived from human epidemiology can be used to study the spatial distribution of parasite infection in animals. We proposed a hierarchical Bayesian model with random terms for unstructured variability (heterogeneity) to account for local farm characteristics and spatially structure terms (clustering) to cope with medium-large scale environmental characteristics.
Biggeri
A
A
Dipartimento di Statistica G. Parenti, Università di Firenze, Firenze, Italy. abiggeri@ds.unifi.it
Catelan
D
D
Rinaldi
L
L
Dreassi
E
E
Lagazio
C
C
Cringoli
G
G
D000822:Animal Husbandry; D000818:Animals; D001499:Bayes Theorem; D016000:Cluster Analysis; D003430:Cross-Sectional Studies; D004199:Disease Vectors; D005243:Feces / Q000469:parasitology; D007558:Italy / Q000453:epidemiology; D008962:Models, Theoretical; D010250:Paramphistomatidae / Q000302:isolation & purification*; D015995:Prevalence; D012417:Rumen / Q000469:parasitology; D012756:Sheep / Q000469:parasitology; D012757:Sheep Diseases / Q000453:epidemiology* / Q000469:parasitology; D012908:Snails / Q000469:parasitology; D013272:Stomach Diseases / Q000453:epidemiology / Q000469:parasitology / Q000662:veterinary*; D014201:Trematode Infections / Q000453:epidemiology / Q000469:parasitology / Q000662:veterinary*