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Home Research Research Library Rapid Sense Making: A Feasible, Efficient Approach for Analyzing Large Data Sets of Open-Ended Comments Rapid Sense Making: A Feasible, Efficient Approach for Analyzing Large Data Sets of Open-Ended Comments 2018 Author(s) Etz, Rebecca S, Gonzalez, Martha M, Eden, Aimee R, and Winship, J Topic(s) Role of Primary Care Keyword(s) Measurement Volume International Journal of Qualitative Methods Source International Journal of Qualitative Methods This article shares the problem-solving process and resultant rapid sensemaking methodology created by an interdisciplinary research team faced with qualitative “big data.” Confronted with a data set of over half a million free text comments, within an existing data set of 320,500 surveys, our team developed a process to structure the naturally occurring variability within the data, to identify and isolate meaningful analytic units, and to group subsets of our data amenable to automated coding using a template-based process. This allowed a significant portion of the data to be rapidly assessed while still preserving the ability to explore the more complex free text comments with a grounded theory informed emergent process. In this discussion, we focus on strategies useful to other teams interested in fielding open-ended questions as part of large survey efforts and incorporating those findings as part of an integrated analysis. ABFM Research Read all 2019 Accountable Care Organizations Serving Deprived Communities Are Less Likely to Share in Savings Go to Accountable Care Organizations Serving Deprived Communities Are Less Likely to Share in Savings 2013 Historic Growth Rates Vary Widely Across the Primary Care Physician Disciplines Go to Historic Growth Rates Vary Widely Across the Primary Care Physician Disciplines 2019 Research gaps in the organisation of primary healthcare in low-income and middle-income countries and ways to address them: a mixed-methods approach Go to Research gaps in the organisation of primary healthcare in low-income and middle-income countries and ways to address them: a mixed-methods approach 2018 Adherence to clinical guidelines for monitoring diabetes in primary care settings. Go to Adherence to clinical guidelines for monitoring diabetes in primary care settings.
Author(s) Etz, Rebecca S, Gonzalez, Martha M, Eden, Aimee R, and Winship, J Topic(s) Role of Primary Care Keyword(s) Measurement Volume International Journal of Qualitative Methods Source International Journal of Qualitative Methods
ABFM Research Read all 2019 Accountable Care Organizations Serving Deprived Communities Are Less Likely to Share in Savings Go to Accountable Care Organizations Serving Deprived Communities Are Less Likely to Share in Savings 2013 Historic Growth Rates Vary Widely Across the Primary Care Physician Disciplines Go to Historic Growth Rates Vary Widely Across the Primary Care Physician Disciplines 2019 Research gaps in the organisation of primary healthcare in low-income and middle-income countries and ways to address them: a mixed-methods approach Go to Research gaps in the organisation of primary healthcare in low-income and middle-income countries and ways to address them: a mixed-methods approach 2018 Adherence to clinical guidelines for monitoring diabetes in primary care settings. Go to Adherence to clinical guidelines for monitoring diabetes in primary care settings.
2019 Accountable Care Organizations Serving Deprived Communities Are Less Likely to Share in Savings Go to Accountable Care Organizations Serving Deprived Communities Are Less Likely to Share in Savings
2013 Historic Growth Rates Vary Widely Across the Primary Care Physician Disciplines Go to Historic Growth Rates Vary Widely Across the Primary Care Physician Disciplines
2019 Research gaps in the organisation of primary healthcare in low-income and middle-income countries and ways to address them: a mixed-methods approach Go to Research gaps in the organisation of primary healthcare in low-income and middle-income countries and ways to address them: a mixed-methods approach
2018 Adherence to clinical guidelines for monitoring diabetes in primary care settings. Go to Adherence to clinical guidelines for monitoring diabetes in primary care settings.
