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This approach examines language content and intensity in a subjective interpretation of classifications, themes and patterns.
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All the transcriptions were recoded by the groups' researchers to validate the process of coding, i.e. the accuracy of the theoretical classification and the emerging classification themes.
"Theoretical saturation" is when repetition and redundancy is observed with the data [ 15], i.e. when subsequent new information tends to confirm the existing classification themes and new discrepant cases stop appearing, the data has reached saturation.
After four rounds of iterative sorting, the classifications and themes converged, and we re-reviewed our field notes and observation catalog to identify patterns within the themes, and to review classes of providers exhibiting various aspects of those themes.
All authors agreed with the classifications and themes created by the first author, so no inter-rater statistics were required.
This was also done to develop a classification of themes.
Transcripts were read by one of the researchers (LZ); latent content analysis (coding and classification into themes) was done manually [ 22].
The classification topic seems omnipresent.
Following Halliday's (2004) classification of marked Themes in English, marked Themes in Arabic can be classified into three main types starting from the least towards the most marked: fronted Theme, predicated Theme and identifying Theme.
The identification and classification of these themes was routinely discussed amongst the research team and compared across interviews [ 11].
Related sub-classifications were based on interpretations and descriptions of each primary classification in the literature (e.g. the "adaptability" classification was associated with themes of "responsiveness to health needs", "responsiveness to non-health needs", "recipient-led program design", and "recipient-led resource allocation").
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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