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We used a classical APC categorical analysis with one-year data categorisation.
Thematic analysis [ 15] was undertaken as the primary means of data categorisation for the purposes of classification, summarisation and tabulation.
The lack of a period effect in the current French analysis, where data categorisation differed from that of previous studies, favoured the artefactual nature of the period effect.
Further detail on data categorisation is available on the study website, alongside the full list of included funders and the search keywords used.
For this potential to be realised we need intelligent strategies for data categorisation and the ability to link sequence data with relevant literature.
In our study, we analysed Italian and reanalysed French BSE data in parallel, with a more appropriate data categorisation and method, in order to characterise and compare BSE trends in both countries, as they experienced different types of BSE epidemics.
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The conceptual frameworks used in data extraction, categorisation and description of the identified workplace trust relationships allowed for both an open and in-depth approach to this review.
Analysis of qualitative data entailed categorisation of issues based on inductive and deductive approaches by which a priori themes were used as a starting point.
There were 9 patients (4%) where incomplete data prevented categorisation of the nature of discharge [(spontaneous vs expressed (n = 7) and uniductal vs. multiductal (n = 5)] and where appropriate, these patients were excluded from the analysis.
50 Thirdly, arbitrary or "data dredging" categorisation of continuous factors and continuous outcomes can easily bias findings toward a significant result, particularly if analyses are repeated for multiple cut-offs until a categorisation is found that provides the most significant P value.
In previous research in China we have used combinations of both, but usually where time is short the data coding, categorisation and identification of themes is done manually and in Mandarin, with discussion of important content of themes aided by English summaries [ 18].
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