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Inductive methods of faculty perceptions of ideal graduate characteristics and clustering of themes in the 109 Essential outcomes produced five themes: (a) communication/professional development, (b) evidence-based practice, (c) leadership/management, (d) nursing across the lifespan, and (e) population-based health care.
As new clustering of themes emerged, the researchers checked back to the transcripts to ensure the connections worked for the primary source material.
Researchers then met, discussed the themes emerging from the data, identified dominant themes and reached agreement around the clustering of themes into categories.
Qualitative data was analysed by the lead qualitative researcher (FF) using inductive Thematic Analysis (14) which involved coding, followed by the identification and clustering of themes and production of a descriptive summary.
In refining themes we were seeking to determine if there was a clustering of themes and examined whether they formed a coherent pattern that adequately captured the coded data.
Analysis of the data collected through interviews involved reading the full interview transcript; performing a line-by-line analysis and comparison with and between transcripts; identification of similar and dissimilar themes; clustering of themes; re-reading the full transcripts and checking the credibility of themes by two members of the research team [ 19].
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Clusters of themes were then organized to create higher-order concepts.
Three clusters of themes that overlap in different ways emerged in the systematic analysis of the datasets.
The "forms of innovations" refers to a cluster of themes describing the different business innovations themselves such as new products or new services.
In the next and final section, we turn to a cluster of themes that have also been much emphasized by philosophers of science, themes which came to the fore as a result of philosophical reflection upon the role that evidence plays within scientific practice itself.
They "rhyme" with each other in the sense that they present clusters of themes within a consistent range of feeling, as do the larger works on view.
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