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"If I was an admissions officer in the not too far off future, you'd look at the narrative of data: Who showed a strong degree of perseverance?" he said.
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As with the Gallup polls data, the narrative of violent crime -- at least in the popular press -- doesn't have much to do with the crime reality.
Linking up all these services is key to enable readers to see the narrative of a research project and the underlying data rather than just the final published paper.
Findings from the narratives of the interview data reveal five themes, which are congruent with Lee's concept of pull factors.
Our intent is to improve the integrity of published work and to facilitate the use and re-use of the narrative and data by readers.
Data analysis of the narrative data was conducted in two phases using a thematic approach.
For these four data elements, there was substantial inter-rater agreement between two investigators and two research assistants who were trained and who independently extracted data from the narratives of a random 10% of RTI deaths (the lowest κ statistic was greater than 0.69 for all pairwise comparisons between the four data extractors; data not shown).
This involved reading and making sense of the narrative data, coding for themes and recurring concepts, and writing up an interpretation.
Themes that emerged from the content analysis of the narrative data were "The more real the simulation, the better the learning," "Support and guidance are essential throughout the entire learning experience," and "Debriefing is the key element to students' learning".
The analysis of the narrative data concerning perceived help and hindrance resulted in both common and specific categories for the diagnostic groups, as shown in Tables 2 and 3.
In the second phase, a manual preliminary analysis of the narrative data aimed to assemble the responses according to the pre-set themes in the FGD topic guide, which were then refined according to emergent themes.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com