The DOI matches its Crossref record; 36 of the 37 references it cites were found in a registry or an index.
Applying Thematic Analysis to Education: A Hybrid Approach to Interpreting Data in Practitioner Research
Open accessAbstract
Thematic analysis (TA), as a qualitative analytic method, is widely used in health care, psychology, and beyond. However, scant details are often given to demonstrate the process of data analysis, especially in the field of education. This article describes how a hybrid approach of TA was applied to interpret multiple data sources in a practitioner inquiry. Particular attention is given to the inductive and deductive coding and theme development process of TA. Underpinned by the constructivist epistemology, codes were driven by both data per se and theories, through a “bottom-up” and “top-down” approach to identify themes. A detailed example of six steps of data analysis is presented, which evidences the systematic analysis of raw data from observation and research journals, students’ focus groups, and a classroom teacher’s semistructured interviews. This example demonstrates how classroom practice was unpacked and how insiders’ insights were interpreted through the theoretical lens while also allowing the participants to express themselves. By providing step-by-step guidelines in data coding and identification of themes, this article contributes to informing qualitative researchers, especially teacher-researchers who undertake their research in the classroom setting.
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Using thematic analysis in psychology
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“In “Using Thematic Analysis in Psychology,” Braun and Clarke (2006) delineate a straightforward, step-bystep approach to conducting TA and now is referred to as reflexive TA (Braun & Clarke, 2019).”
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“…made to detail a step-by-step guide to apply TA to practice in psychology, nursing, and sport and exercise research (Braun & Clarke, 2006; Braun et al., 2019; Braun et al., 2017; Clarke & Braun, 2014; Fereday & Muir-Cochrane, 2006; Nowell et al., 2017), there is a paucity of description…”
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“In addition to detailing the steps of conducting TA as other practical examples have undertaken (Braun & Clarke, 2006; Fereday & Muir-Cochrane, 2006; Nowell et al., 2017), this article has its strength in outlining multiple data collection tools and their associated analytical processes.”
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“Initial coding was guided deductively by the predefined DMA domains and the consensus meetings topic guide, while inductive coding was subsequently used to identify emerging themes and patterns that extended beyond the predefined framework within these domains [25].”
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“Credibility is achieved through triangulation of various data sources and prolonged field engagement (Xu & Zammit, 2020).”
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“Thematic analysis can be applied inductively (data-driven) or deductively (theory-driven) and is suitable for both individual and group interview data (Xu & Zammit, 2020).”
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“Thematic and axial coding identified category patterns, followed by selective coding to define core themes and connections [17].”
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“The data were examined through thematic analysis (Braun & Clarke, 2006; Xu & Zammit, 2020).”
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“24 At least two co-authors reviewed the material for each component, discussed code boundaries, rationalised the basis for new codes when needed, and reached shared coding decisions through consensus.”
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Metadata
- Authors
- Xu, W., & Zammit, K.
- Affiliations
- Western Sydney University (AU)
- Corresponding author
- Xu, Wen
- Venue
- International Journal of Qualitative Methods
- Publisher
- SAGE Publications
- Published
- 2020-01-01
- Volume
- 19
- ISSN
- 1609-4069 (ISSN-L)
- OpenAlex
- W3017081314
- Semantic Scholar
- ef33d721af2df64450ea917acadf108460bfc0de
- Cited by
- 634
- References
- 37
- Citations by year
- 2026: 122 · 2025: 161 · 2024: 121 · 2023: 111 · 2022: 85 · 2021: 28 · 2020: 6
- FWCI
- 87.27
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- International Journal of Qualitative Methods (publishedVersion, cc-by-nc)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Social Sciences › Education › Qualitative Research Methods and Applications
- Social Sciences › Education › Educational Research and Methods
- Social Sciences › Education › Educational Research and Analysis
- Keywords
- thematic analysis, practitioner research, teacher research, theme development, constructivist epistemology, teaching practice, multi-source data
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