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To put it in the most basic terms, analyzing in-depth interviews involves reviewing the records of the interviews and taking notes to keep track of the findings that are emerging. Ideally, you will have a written record (either field notes or a transcription) of the interview.
Content analysis in qualitative research is carried out by recording the communication between the researcher and its subjects. One can use different modes such as transcripts of interviews/discourses, protocols of observation, videotapes and written documents for communication.
Understand the four measurement levels. Select your research question(s). Analyze quantitative data first. Use cross-tabulation to better understand your target audience. Understand the statistical significance. Take into consideration causation versus correlation. Compare data with that of past data.
Read the transcripts. Annotate the transcripts. Conceptualize the data. Segment the data. Analyze the segments. Write the results.
Analysis in Research Papers. To analyze means to break a topic or concept down into its parts in order to inspect and understand it, and to restructure those parts in a way that makes sense to you.
From my experience, from start to finish, an approach like CAR with a data set of 10 interviews or so takes a team of 3 researchers with limited experience about 3-5 hours per researcher per week individually with an additional 2-hour in-person consensus meeting, for about 3 to 4 months.
Prepare and organize your data. Print out your transcripts, gather your notes, documents, or other materials. Review and explore the data. Create initial codes. Review those codes and revise or combine into themes. Present themes in a cohesive manner.
Semi-structured in-depth interviews are the most widely used interviewing format for qualitative research and can occur either with an individual or in groups. Most commonly they are only conducted once for an individual or group and take between 30 minutes to several hours to complete.

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