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From Data Management to Actionable Findings: A Five-Phase Process of Qualitative Data Analysis

2023/08/10 by Andrea J. Bingham · 16 citations
Decision Sciences · Social Sciences · #Evaluation and Performance Assessment #Qualitative Research Methods and Applications #Qualitative Research Methods and Ethics

paper · pdf · doi:10.1177/16094069231183620

openalex publication_date 2023/08/10 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/31

Abstract

This article outlines a five-phase process of qualitative analysis that draws on deductive (codes developed a priori) and inductive (codes developed in the course of the analysis) coding strategies, as well as guided memoing and analytic questioning, to support trustworthy qualitative studies. The five-phase process presented here can be used as a whole or in part to support researchers in planning, articulating, and executing systematic and transparent qualitative data analysis; developing an audit trail to ensure study dependability and trustworthiness; and/or fleshing out aspects of analysis processes associated with specific methodologies.

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