J. Sargeant, A. O'Connor, T. O’Sullivan, A. Ramirez, Chong Wang
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A sounder of swine: The importance of clustering in the design, analysis, and interpretation of clinical trials
Clustering of animals at the level of pens, rooms, barns, or farms leads to statistical nonindependence of individual pigs. Failure to consider clustering when determining sample size will result in clinical trials that are too small to detect meaningful differences between intervention groups when clustering is controlled in the analysis. Failure to control clustering in the analysis will lead to inappropriately narrow confidence intervals and increases the probability of a false-positive finding. Thus, failure to consider clustering in trial design and analysis results in research that could misinform decision making on the use of interventions.
期刊介绍:
The Journal of Swine Health & Production (JSHAP) is an open-access and peer-reviewed journal published by the American Association of Swine Veterinarians (AASV) since 1993. The aim of the journal is the timely publication of peer-reviewed papers with a scope that encompasses the many domains of applied swine health and production, including the diagnosis, treatment, management, prevention and eradication of swine diseases, welfare & behavior, nutrition, public health, epidemiology, food safety, biosecurity, pharmaceuticals, antimicrobial use and resistance, reproduction, growth, systems flow, economics, and facility design. The journal provides a platform for researchers, veterinary practitioners, academics, and students to share their work with an international audience. The journal publishes information that contains an applied and practical focus and presents scientific information that is accessible to the busy veterinary practitioner as well as to the research and academic community. Hence, manuscripts with an applied focus are considered for publication, and the journal publishes original research, brief communications, case reports/series, literature reviews, commentaries, diagnostic notes, production tools, and practice tips. All manuscripts submitted to the Journal of Swine Health & Production are peer-reviewed.