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We adopted a grounded theory approach in that we used an iterative and reflexive process of collecting and analysing data and re-evaluated and questioned insights developed, with leads emerging from the analysis informing new research questions, data collection and further analysis.
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In this respect, the analysis informs science, technology and innovation policy about potential discrepancies between policy rhetoric, stipulated award criteria, and actual funding outcomes which makes it possible to fine-tune the debate on how public research should be financed.
The flexibility of thematic analysis and its theoretical freedom, along with the well established guidelines for performing the analysis, informed the choice of the method.
By identifying the dryness threshold where land area is maximized, the results of this analysis inform the development of drought-tolerant varieties of switchgrass and identify marginal areas where efforts to plant such a species may prosper.
The outcome of the project provided a potential prototype for improving the environmental monitoring system and analysis informing the benefit of the implementation.
We used a selection of ten items from the depression domain of which the majority selected being consistent with a recent factor analysis informing the development of a shorter version of the GBI (Youngstrom et al. 2013).
The findings driven by the interview analysis informs all the other results and gives voice to the teachers who participated in this research as sought with an embedded mixed methods approach (Creswell 2014, p. 231).
The analysis of the focus groups will align with the interview analysis, informed by the procedures and principles used in grounded theory to ensure that concepts are not shifted into incongruent situations [ 100, 102].
The descriptive analysis informed the maximum variation sampling for a qualitative interview study.
The results of the failure analysis informed us which new terms/rules needed to be added.
But the Fare analysis, informed by that same report and other sources, found the average decline in foot traffic in Kings Cross was only 19.4% between 5pm and 4am on Friday and Saturday nights – and that pedestrian traffic in the evenings before the lockout, from 5pm to 1am, had not changed significantly between 2012 and 2015.
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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