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Data integration can be hindered by differences in data semantics and meaning.
In the case of this study, we speculate that the general trend of lower nausea rates in the PLM database compared to those reported in corresponding medication labels is driven largely by differences in data collection mechanisms.
In addition, we excluded the 2002 wave from our sample, since the answer categories for the frequency of telehomework, on which our telehomework variable ultimately relies, differ in this wave, and to rule out that the differences in effects with respect to actual, contracted, and preferred is merely caused by differences in data availability.
Combined analysis of data collected in 2003 and 2007 was complicated by differences in data collected in these individual projects.
Minor differences in the reported estimates are readily explained by differences in data representation (Fig. 2A, panel Cep164).
Direct comparisons of data sets between the studies is complicated by differences in data handling and experimental designs.
Similar(52)
Thus the results might be influenced by difference in data collection.
Before relying on such data for surveillance purposes, it is first necessary to evaluate: 1) the availability of routine PMTCT program data; 2) differences in test results between the PMTCT and ANC surveillance programs; and 3) any bias that may be introduced by differences in uptake, data quality, and testing procedures between these data sources.
Though small differences were found, the authors explained this by differences in the data structure between the populations, causing variation in information content of the different markers, rather than assuming real population differences in gene order.
Next, we assessed how PCC rank is affected by differences in expression data observed in Fig. 1.
The analysis assumes any systematic difference between the missing values and the observed values can be explained by differences in observed data.
More suggestions(15)
by differences in documentation
by differences in reporting
by advances in data
by clinicians in data
by investments in data
by limitations in data
by difficulties in data
by problems in data
by VMs in data
by manufacturers in data
by improvements in data
by inconsistencies in data
by spikes in data
by changes in data
by biases in data
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com