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Our decision to include widely different methods of data collection arose from the recognition that brokerage as we defined it - one actor linking two unlinked others - operates basically the same within any network.
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Systemic bias in data collection arises from the complex digests and experimental design [34, 35].
Clunky new acronyms replace clunky old ones, fresh initiatives in data collection or assessment arise, and we beat our heads against the wall to figure out ways to integrate technology, the value of which still largely unknown.
A further problem resulting from incomplete cost collection arises from the withdrawal of informed consent or death of the study participants, as it can be assumed that missing data increase because of longer time periods between data collection.
Recency of ratings and frequency of data collection were themes that arose during the focus groups with members of the public, with participants agreeing that ratings should be updated every six months to be considered reliable.
Tomograms of biological specimens derived using transmission electron microscopy can be intrinsically noisy due to the use of low electron doses, the presence of a "missing wedge" in most data collection schemes, and inaccuracies arising during 3D volume reconstruction.
Some difficulties arose in data collection.
Several additional issues arose during data collection due to the timing of the interviews.
Weekly contact was maintained between the two sites to discuss issues that arose during data collection.
These questions were generated as they arose during data collection, to probe what the researcher had experienced during their fieldwork.
All field questionnaires were reviewed each night and issues that arose during data collection were addressed in morning sessions.
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