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Among the probesets affected by HNF4α knock-down independently (Category A and Category C), many (3,088 of 4671 probesets) were up-regulated when HNF4α expression was reduced.
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Whereas post-training training-related increases in activity in the left posterior fusiform gyrus occurred independently of category formation, increased responses in the right middle fusiform gyrus were only observed for bird-types for which a sharp category-boundary was established.
To generate statistical significance thresholds for these maps, we recalculated these maps many times with independently shuffled category labels for the stimuli.
Data were analyzed using content analysis in which no preconceived categories were established and researchers independently created categories as they coded the data into important themes.
This was done by two coders independently and categories were then compared and discussed and a merged template of categories was formed.
In a first step, two raters independently generated categories.
Two members of the review team independently assigned categories to each self-management support intervention.
Two researchers, SS and CK, independently derived categories from the data.
Transcripts will be read by two researchers to independently identify categories and key themes according to qualitative content analysis [ 42].
Both researchers discussed and challenged their independently derived categories and coding decisions critically in personal meetings (or via video conference) and thus developed a joint system of categories.
Two researchers independently coded categories and themes: the lead researcher coded all transcripts and a second researcher coded 10% of the transcripts to ensure coding consistency.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com