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The corresponding spherical-equivalent voxel diameters, approximately 22 nm, 13 nm and 0.6 nm respectively, were acquired sequentially as the sample size was decreased at each stage of the data collection campaign (Table S1).
The first stage of the data collection process was to search for records of CD4 testing during a 12-month observation period from January to December 2007.
Recruitment was aborted when it turned out that the corresponding stratum was already closed at that stage of the data collection process.
In each stage of the data collection (6 and 12 months) we had 81 potential subjects: 54 local investigators and/or coordinators of the Brazilian Network for Surveillance of Severe Maternal Morbidity project, and 27 managers of the participant centers.
The second stage of the data collection process, done one year later, searched for viral load test records for the 622 HIV-positive patients who were identified in the first stage described above as having a CD4 test record.
The study was approved at each stage of the data collection by the Human Ethics Committees of the University of Sydney and the Western Sydney Area Health Service and adhered to the recommendations of the Declaration of Helsinki.
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During the coding procedures, researchers are involved in "a process of constantly analyzing data at every and all stages of the data collection and interpretation process [that] results in the identification of codes" (Jones et al. 2006, p. 43 44).
There were a host of other challenges in the various stages of the data collection.
XH is the coordinator of this project and contributed at all stages of the data collection.
Structure information can be lost or distorted at all stages of the data collection and analysis, depending on instrumentation, experimental, and computational skills.
In order to pilot data collection locally, all participating centres will be asked to complete patient identification and the initial stages of the data collection form for 1 day during the month leading up to the data collection starting date.
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