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The approach and application of analysing inductive and deductive datasets: a worked example using reflexive thematic analysis

The approach and application of analysing inductive and deductive datasets: a worked example using reflexive thematic analysis
The approach and application of analysing inductive and deductive datasets: a worked example using reflexive thematic analysis
Braun and Clarke’s reflexive thematic analysis (reflexive TA) has gained wide attraction since its conception in 2006. Reflexive TA is methodologically flexible with researchers making decisions, which support their philosophical positionings. Qualitative research publications are often criticised for their lack of detail on the analytical processes undertaken to develop the analysis. This level of detail is important for novice researchers in learning ‘how to do’ analysis. This paper provides a worked example of the analytical approach using reflexive TA when exploring parent treatment decision-making in poor-prognosis childhood cancer. Qualitative analysis was undertaken of interview transcripts at different decision timepoints incorporating inductive and deductive approaches resulting in within and across case analysis. Discussion reflecting on the challenges, iterative processes and contextual decisions made on and towards the data is provided. The aim is to share an example of ‘how to’ approach reflexive TA to support novice researchers in their learning.
Data analysis, Decision-making, Methods, Qualitative research, deduction, induction, reflexive thematic analysis, decision-making, methods, qualitative research
842-886
Pearson, Helen
1a9dfc7a-f1fa-4152-a618-55a946e655db
Myall, Michelle
0604ba0f-75c2-4783-9afe-aa54bf81513f
Darlington, Anne-Sophie
472fcfc9-160b-4344-8113-8dd8760ff962
Gibson, Faith
b537d483-3f20-4f15-a9b8-880758746728
Pearson, Helen
1a9dfc7a-f1fa-4152-a618-55a946e655db
Myall, Michelle
0604ba0f-75c2-4783-9afe-aa54bf81513f
Darlington, Anne-Sophie
472fcfc9-160b-4344-8113-8dd8760ff962
Gibson, Faith
b537d483-3f20-4f15-a9b8-880758746728

Pearson, Helen, Myall, Michelle, Darlington, Anne-Sophie and Gibson, Faith (2025) The approach and application of analysing inductive and deductive datasets: a worked example using reflexive thematic analysis. Qualitative Research in Psychology, 22 (4), 842-886. (doi:10.1080/14780887.2025.2499265).

Record type: Article

Abstract

Braun and Clarke’s reflexive thematic analysis (reflexive TA) has gained wide attraction since its conception in 2006. Reflexive TA is methodologically flexible with researchers making decisions, which support their philosophical positionings. Qualitative research publications are often criticised for their lack of detail on the analytical processes undertaken to develop the analysis. This level of detail is important for novice researchers in learning ‘how to do’ analysis. This paper provides a worked example of the analytical approach using reflexive TA when exploring parent treatment decision-making in poor-prognosis childhood cancer. Qualitative analysis was undertaken of interview transcripts at different decision timepoints incorporating inductive and deductive approaches resulting in within and across case analysis. Discussion reflecting on the challenges, iterative processes and contextual decisions made on and towards the data is provided. The aim is to share an example of ‘how to’ approach reflexive TA to support novice researchers in their learning.

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Accepted/In Press date: 25 April 2025
Published date: 5 May 2025
Keywords: Data analysis, Decision-making, Methods, Qualitative research, deduction, induction, reflexive thematic analysis, decision-making, methods, qualitative research

Identifiers

Local EPrints ID: 502175
URI: http://eprints.soton.ac.uk/id/eprint/502175
PURE UUID: 74601de9-93d0-42cd-9275-3c0bd00c546b
ORCID for Helen Pearson: ORCID iD orcid.org/0000-0001-7388-3981
ORCID for Michelle Myall: ORCID iD orcid.org/0000-0001-8733-7412
ORCID for Anne-Sophie Darlington: ORCID iD orcid.org/0000-0003-4387-7278

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Date deposited: 17 Jun 2025 17:04
Last modified: 03 Sep 2025 01:58

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Contributors

Author: Helen Pearson ORCID iD
Author: Michelle Myall ORCID iD
Author: Faith Gibson

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