You will likely need to have regular conversations about your process, particularly if your goal is to develop and consistently apply a coding scheme across your data.A key piece of our research process at the Equity in the Making Lab is conducting collaborative qualitative analysis. If you are working with another researcher or a team, your coding process requires careful planning and implementation. Or you may use the codes to help develop a rich description of an experience, without needing to indicate precisely how often the code was applied. Your methodology may call for careful and consistent application of a coding scheme, with reports of inter-rater reliability and counts of how often a code appears within the data. How you report your coding process should align with the methodology you've chosen. How will you report the results of your coding process? Ryan and Bernard (2003) offer a terrific guide to ways that you might identify themes in the data, using both your own observations as well as manipulations of the data. This description leaves little room for describing how the researcher "saw" the themes and decided which were relevant to the study.
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