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Reflection consisted of discovering themes within the experiences using three approaches: 1) holistic, 2) selective, and 3) detailed.
Another important step was to avoid reading theory literature that might influence the analysers to discovering themes which "fit" into existing theories or models while forming the phenomenon's structure.
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The researcher is the instrument and the data are the participants' words and experiences that are collected and coded to present experiences, discover themes, or build theories.
We feel that, in this exploratory study aiming to discover themes and patterns, and to build initial models of how the ideal POCT should work, our findings provide imperative preliminary evidence of barriers to use of currently available POCTs, priority for development of new POCT, and characteristics of an ideal STI POCT.
Qualitative methods will also allow us to discover themes not anticipated by study investigators.
Two independent reviewers conducted deep reading and line-by-line coding of all transcribed interviews to discover themes associated with the objectives.
I apply the method of "open coding" [ 43] to discover themes related to the treatment contexts in which acupuncture or herbal medicine is practiced.
To begin with, although the qualitative design enabled us to examine detailed experiences of the subjects in the study and to discover themes as well as their subjective views of the experience of living with diabetes, we cannot provide quantitative figures to underscore our findings, nor can we claim representativeness of our findings.
The main purpose of topic models is described as "discovering main themes that pervade large unstructured collections of documents" [18].
"For her, understanding comes through placing things in context – by contrasting fields of study, building connections between them, and discovering common themes," he says.
It is now known that for minimal changes in gene expression, instead of a gene-by-gene approach [34], detecting predefined co-regulated gene sets for association with disease phenotypes has more power of discovering biological themes within functionally related sets of genes.
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