TY - JOUR
T1 - Improving institutional memory on challenges and methods for estimation
of pig herd antimicrobial exposure based on data from the Danish Veterinary
Medicines Statistics Program (VetStat)
AU - Dupont, Nana Hee
AU - Fertner, Mette
AU - Birkegård, Anna Camilla
AU - Dalhoff Andersen, Vibe
AU - Nielsen, Gitte Blach
AU - Kruse, Amanda Brinch
AU - de Knegt, Leonardo Victor
PY - 2017
Y1 - 2017
N2 - With the increasing occurrence of antimicrobial resistance, more attention
has been directed towards surveillance of both human and veterinary
antimicrobial use. Since the early 2000s, several research papers on Danish pig
antimicrobial usage have been published, based on data from the Danish
Veterinary Medicines Statistics Program (VetStat). VetStat was established in
2000, as a national database containing detailed information on purchases of
veterinary medicine. This paper presents a critical set of challenges
originating from static system features, which researchers must address when
estimating antimicrobial exposure in Danish pig herds. Most challenges
presented are followed by at least one robust solution. A set of challenges
requiring awareness from the researcher, but for which no immediate solution
was available, were also presented. The selection of challenges and solutions
was based on a consensus by a cross-institutional group of researchers working
in projects using VetStat data. No quantitative data quality evaluations were
performed, as the frequency of errors and inconsistencies in a dataset will
vary, depending on the period covered in the data. Instead, this paper focuses
on clarifying how VetStat data may be translated to an estimation of the
antimicrobial exposure at herd level, by suggesting uniform methods of
extracting and editing data, in order to obtain reliable and comparable
estimates on pig antimicrobial consumption for research purposes.
AB - With the increasing occurrence of antimicrobial resistance, more attention
has been directed towards surveillance of both human and veterinary
antimicrobial use. Since the early 2000s, several research papers on Danish pig
antimicrobial usage have been published, based on data from the Danish
Veterinary Medicines Statistics Program (VetStat). VetStat was established in
2000, as a national database containing detailed information on purchases of
veterinary medicine. This paper presents a critical set of challenges
originating from static system features, which researchers must address when
estimating antimicrobial exposure in Danish pig herds. Most challenges
presented are followed by at least one robust solution. A set of challenges
requiring awareness from the researcher, but for which no immediate solution
was available, were also presented. The selection of challenges and solutions
was based on a consensus by a cross-institutional group of researchers working
in projects using VetStat data. No quantitative data quality evaluations were
performed, as the frequency of errors and inconsistencies in a dataset will
vary, depending on the period covered in the data. Instead, this paper focuses
on clarifying how VetStat data may be translated to an estimation of the
antimicrobial exposure at herd level, by suggesting uniform methods of
extracting and editing data, in order to obtain reliable and comparable
estimates on pig antimicrobial consumption for research purposes.
M3 - Journal article
JO - ArXiv
JF - ArXiv
ER -