Publications by authors named "John Gardenier"

Article Synopsis
  • Lameness assessments on dairy farms are infrequent and often underestimate the issue, making early treatment difficult.
  • A new method was developed using crowd workers to compare videos of cows walking, allowing for a relative assessment of lameness.
  • The study found that using as few as 10 crowd workers per task provided high agreement with experienced assessors, indicating a reliable and efficient approach to evaluate cow lameness.
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Conventional locomotion scoring is a subjective, absolute, and discrete assessment of locomotion. Here we assess pairwise comparison scoring to improve upon the limited intra- and interobserver consistency typical of conventional locomotion scoring. Five observers performed conventional 4-level locomotion scoring using 50 video recordings of dairy cattle, and also assessed 90 pairs of videos (composed from the same 50 recordings) using relative pairwise scoring.

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This paper recommends how authors of statistical studies can communicate to general audiences fully, clearly, and comfortably. The studies may use statistical methods to explore issues in science, engineering, and society or they may address issues in statistics specifically. In either case, readers without explicit statistical training should have no problem understanding the issues, the methods, or the results at a non-technical level.

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This paper presents concerns regarding misuse of statistics in scientific work, especially in biomedical research. The paper discusses what is meant by "misuse." It appears that misuse arises from various sources: degrees of competence in statistical theory and methods, honest error in the application of methods, egregious negligence, and deliberate deception (misconduct.

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