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We demonstrate that prisons can conduct rigorous studies of new interventions, but data collection can be problematic.
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The mode of data collection can be especially problematic when sensitive data are studied.
"I like to say that data collection can be a form of meditation".
Data collection can be simplified, but I also value it at appropriate times for appropriate measures.
Using routine data also means that the data quality and validity of the data can be problematic.
Similarly, data portability can be problematic.
Data normalization can be problematic and several strategies have been reviewed [ 9].
As such models need to be calibrated against measured values, the absence of adequate data can be problematic.
The large op-count per sample and the noncache friendly nature of the data usage pattern can be problematic.
Our results indicate that CGH data can be problematic for phylogenetic analysis.
In addition, data collection with multi-ethnic populations can be problematic, as traditional 'written' methods are suited to the White population, whereas some South Asian sub-groups requiring assistance or audio delivery [ 12].
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