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We predict that "emerging" students can move to the "developing" category (see "Developing" Metacognitive Regulation) of metacognitive regulation if they are provided with training in procedural knowledge.
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Farm-raised caviar -- most of which is quite different from Kahrs's paddlefish roe -- is developing categories of its own.
Coding data led to new categories and more data were collected on the developing categories, upon reviewing all transcripts [33].
Codes were then translated into English and for developing categories and themes all authors were involved.
The interviews and questionnaires were then searched for meaning units and coded by developing categories.
Memos were written to make comparisons across data and explicate developing categories.
Coding schemes were developed by looking at 100 questionnaires and developing categories representing responses until these appeared to be saturated.
Coding involves abstracting from the data in order to begin developing categories, which are then linked to achieve conceptual order.
The early step of data analysis will involve coding data, finding patterns, labelling themes, developing categories, and classifying [ 80, 82].
Content analysis is an established method in research and involves developing categories 'a priori' and coding the individual studies against these categories [ 14, 15].
Two researchers (ER & AM) read the remaining transcripts to further develop themes and categories, in an iterative process of refining and developing categories where data did not fit existing definitions [ 19].
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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