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This conclusion is neither supported by the data of Krishnan and colleagues nor by the large body of literature concerning error in medicine [ 6], concerning low compliance of clinicians with recommended treatments [ 7], concerning variation in practice [ 10], and concerning comparisons of outcomes with and without protocols [ 9, 11- 18].
Patient 20 (Table 1) was excluded because of loss of data concerning vital parameters due to a computer error.
The combination of the two models tested on 21 independent sets of data concerning viscoinelastic shear-thinning liquids leads to a mean error of 16%.
Data quality is a concern; errors in the data can stem from inaccurate or missing information in the patient record, from the failure to abstract relevant data, or from incorrect coding of the abstracted data.
However, factors concerning human error were not taken into consideration.
Although Nestor and others use computational tools to filter the DIP-seq data, he is concerned about large errors creeping into datasets.
Data cleaning is concerned with identifying and removing errors and inconsistencies from data in order to enhance the quality of data (Rahm and Do 2000).
The Home Office has a reputation for data processing errors and for taking a very heavy-handed approach where immigration is concerned.
"The data is quite concerning.
Others could simply be data entry errors.
The papers show that data handling errors remain a problem.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com