It is hoped that this will discourage future projects from establishing parallel and redundant data collection systems, but rather strengthen the capacity of the local government to collect complete and accurate demographic data.
The implementation of an EMR would reduce the need for redundant data collection and allow care providers to quickly review the history and update the medical records wherever necessary.
A detailed review was carried out to inventory baseline data collection (data fields collected, registers used), identify redundant information, and assess data collection for appropriateness and relevance for district health managers and CHOs.
By performing a full 360 ° redundant tomographic data collection scheme, one is able to identify self-absorption.
Knowing the significant variables will lead to better insights in cancer prognosis, and less time and cost by excluding redundant ones during data collection.
Combining the literature search for "qualitative studies" and "CAM" meant "carefully calibrating and recalibrating search strategies to ensure that data collection efforts yield more than narrowly redundant data" [ 21].
Among the planned improvements are new high-throughput redundant storage devices for data collection at each x-ray beamline, an offsite magnetic tape archive for long-term storage, cutting-edge processors for immediate data analysis, and a high-speed 10-gigabit network to connect all these elements together.
Fusion model: Data fusion is adopted to reduce the redundant sensory data during data collection.
In this paper, based on the network coding-based redundant protocol [8], we proposed an unequal redundancy level (URL) data collection scheme, which can achieve the simultaneous optimization on the performance (network lifetime, data collection, the delay).
The data collection process was continued until data saturation – when adding further data showed no new information and the extra collected data were redundant.
