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Although data might be framed technically, economically, ethically, temporally, spatially and philosophically [3], the common sensor-based static methods of data collection leave little room for interpretation, and fail to consider the complexities and variables that may influence the ways in which people perceive their surroundings.
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It would be fascinating to see someone try to quantify the aspects of data collection left out of this analysis.
These uses of technology have facilitated quality control over data collection, leaving fewer ways to cheat without being discovered.
Of the 148 remaining patients, 35 withdrew from the study or were excluded prior to completion of data collection, leaving 113 children for analysis.
Three practices randomised to the intervention group withdrew before data collection, leaving 19 intervention and 22 control practices.
Patients with rheumatoid arthritis or revision arthroplasty were excluded for the purposes of this data collection, leaving 425 patients with primary, elective joint arthroplasty for analysis.
Of the 88 children who had data from the resting asymmetry task, 9 were excluded due to errors in data collection, leaving a sample of 79 (41 females, 38 males).
One hundred participants died and 22 withdrew from the study between the first and second waves of data collection, leaving 3,943 participants eligible for Wave 2 participation (Additional file 3).
In total, 52 residents (or the family on behalf of the resident) declined to participate in the study and a further 32 dropped out before the baseline data collection, leaving 348 residents.
Or the C.D.C. may choose to focus on data collection and leave the policy recommendations to outside researchers.
The limited use of geotagged photos as a primary data collection tool leaves much to be learned about this technique's applicability for scientific research.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com