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CS allows in many cases a reduction of the data collection burden in qMRI protocols, thereby freeing time to collect additional data that directly improve the capabilities of the technique.
Furthermore, the updated APACHE III and IV models include substantially more variables than APACHE II, with a correspondingly increased data collection burden [7, 22].
Authors have previously compared these two designs on the grounds of data collection burden and cost.
The data collection burden on patients might limit enrollment or increase dropout.
Because these indicators are based on administrative data, there is no added data collection burden.
Use of clinical records reduced the data collection burden and minimised the extent of missing data, but may be viewed as less robust than a prospective study.
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The correlated proxy and detailed exposures increase statistical power while reducing data collection burdens (Cologne et al, 2004).
8 The development of fully automated calculators, which exploit the strengths of high-fidelity Electronic Medical Records (EMRs), could support the use of better prediction models without the additional data-collection burden usually associated with their adoption.
This checked for clarity of questions, time required for data collection, patient burden and availability of requested information.
Explanations for this include the time-consuming nature of collecting outcomes, and the perception of data collection as a burden [ 11].
The other design based methods have similar challenges with respect to data collection and respondent burden.
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