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Specific to a summative approach to content analysis, data analysis begins with searches for occurrences of the identified STEM content (Hsieh and Shannon 2005) and is later used to identify and contextualize interpretation for the content (Morgan 1993).
A more detailed analytic structure will be written before data analysis begins.
Data analysis begins by obtaining the input raw read files and the corresponding experimental metadata.
Data analysis employing deductive content analysis takes a 'top down' approach with preliminary codes developed before data analysis begins.
Data analysis begins as soon as the first interview has been conducted and occurs alongside data collection, to allow the interviews to become progressively focused and emerging hypotheses to be tested and refined.
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Let the data analysis begin.
Data analysis began after the first interview.
The data analysis began with the examination of the answers within the follow-up questionnaires.
Only when significant phenomenon has been identified can a stage of data analysis begin in which the phenomenon is deemed to either support or refute a theory.
The data analysis began with the examination of the answers within the follow-up questionnaires of the subjects who used the Web DUE technique.
More specifically, data analysis began with a series of open/initial, incident-by-incident coding (Bazeley and Jackson, 2013; Glaser and Straus, 1967; Patton, 2002) of the study's two primary data sources: TDT conversations and individual interviews.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com