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I want to reduce the complex system down to its component parts," says Sun. "We look at this as a data collection problem.
A data collection problem is that micro-systems like operating teams are temporary groups, which do not have permanently designated staff.
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Management: challenges the participating centre has managing the study, challenges experienced by study personnel, data collection problems, any important data not collected, problems managing the weekly health meetings, problems reimbursing participants and/or CHW.
Data collection problems meant that poor countries such as the Democratic Republic of Congo and Somalia could not be included in the list.
To our shock and dismay, data collection problems and irregularities related to the work of those researchers were discovered by the same scientists who have now studied our work in Miami.
For terminated pregnancies data collection problems were conceivable due to the sensitivity of the subject.
These meetings have been instrumental in identifying recruitment and data collection problems.
After time results comparison was possible depending on the selection of feasible and appropriate key performance indicators, which was occasionally limited by data collection problems.
Furthermore performance comparisons using the BSC depend on selection of feasible and appropriate Key Performance Indicators, which is occasionally limited by data collection problems, for example, constant updating to adapt to evolving context changes may impose KPI variations, inducing the lack of reference to historical data.
The centralized generation of monthly data-gathering provided early and ongoing indications of site-specific and generalized data collection problems, thus providing opportunity for real time corrective actions, such as obtaining an additional abstractor at one site after observing a slower than expected rate of abstract completion.
Although the authors adopted a rigorous sampling framework, they were not able to deal fully with all representativeness problems due to non-responses and other forms of data-collection problems encountered.
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