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The selection of such a data collection measure was made, according to Cohen (2011), by taking into account concerns about the aims of the study, reliability and validity, available time and resources.
The goal of such a data collection method was to understand how people in different cultures interpret the content of the domains differently [ 17, 18], e.g., "perceived health problems of the infants" and "foods and drinks to be given to the infants," for this study.
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Defining signatures as specific patterns derived from singular functional or cellular entities, signatures of highly purified leucocyte cell types [ 43] and precisely defined cellular stimulation (for example, stimulation by Toll-like receptor 2 in synovial fibroblasts [ 18]) contribute to the establishment of such a systematic data collection for referencing.
Medical records in primary care in Sweden are generally regarded as a reliable source of such kinds of data collection since the PHC centres have an overall responsibility for the PHC in a catchment area, and therefore are required to regularly report morbidity patterns based on structured diagnosis.
The experiences are not only useful in demonstrating the potential benefits of such emerging data collection techniques, but can also be used to fine-tune and improve their deployments.
The intended purpose of such extensive data collection and subsequent public reporting is the tracking of mortgage applications to provide real-world empirical data in the effort to enforce fair lending standards, in addition to other related policy goals.
On the other side there are many challenges within the healthcare systems such as network bandwidth, scalability, and cost that have stalled the widespread adoption of such streaming data collection [ 82– 82].
Establishing the feasibility and utility of such a modality of data collection could potentially allow scaling up across multiple sites/states in the future.
A limitation of such data collection is that there might be some interventions that were practiced but not well documented in medical records.
Second, one could criticize the choice of self-reported data for the majority of the outcomes, since they may be prone to recall bias – an inherent limitation of such data collection, or be over- or underestimated.
We, therefore, looked for the interest of the recourse of such personnel to data collection.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com