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In this study, it is unlikely that the association was obscured because of misclassification of diabetes incidence.
The latter may have resulted in underestimation of the statin effect because of misclassification of periods without treatment.
Because of misclassification of methylmercury exposure (e.g., based on mercury concentrations in toenails), these studies also most likely underestimate the true effect of methylmercury exposure.
Our capture recapture estimates are likely to be inflated because of misclassification of the type of diabetes in the sources we included.
Missing data on testing history and a large proportion of tests analyzed with less sensitive technology will tend to bias the results towards the null because of misclassification of infection status.
The missing information from the excluded 4% (367 people) of the respondents was mainly because of misclassification of age (outside the 15 49 year age range) and missing information regarding the gender of the respondents.
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"Because of the likelihood of substantial amount of misclassification of the exposure of interest [i.e., night shift work], these results are not compelling evidence of the absence of an association," says epidemiologist Scott Davis of the Fred Hutchinson Cancer Research Center.
Because the definition of gout was based on doctors' diagnoses, a certain level of misclassification of use is inevitable.
This type of misclassification of exposure could militate against detecting an association.
In a fairly typical Wage and Hour Division case involving a cleaning services company in Chicago, for example, 55 workers were deprived $185,000 in wages because of misclassification.
Although results are reassuring for descriptive purposes, comparable rates of disease cannot identify potential balanced misclassifications between different diagnoses (i.e. the situation sometimes seen in death certification where the loss of deaths from cause A because of misclassification is balanced by the inclusion of people dying of cause B but misclassified to cause A).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com