Techniques to Identify Themes

Ryan, Gery W.; Bernard, H. Russell

doi:10.1177/1525822x02239569

Cited by 5,475Qualitative Research Methods and ApplicationsComputational and Text Analysis MethodsQualitative Research Methods and Ethics

Techniques to Identify Themes

Ryan, Gery W., Bernard, H. Russell·2003·Field Methods

DOI 10.1177/1525822x02239569

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Abstract

Theme identification is one of the most fundamental tasks in qualitative research. It also is one of the most mysterious. Explicit descriptions of theme discovery are rarely found in articles and reports, and when they are, they are often relegated to appendices or footnotes. Techniques are shared among small groups of social scientists, but sharing is impeded by disciplinary or epistemological boundaries. The techniques described here are drawn from across epistemological and disciplinary boundaries. They include both observational and manipulative techniques and range from quick word counts to laborious, in-depth, line-by-line scrutiny. Techniques are compared on six dimensions: (1) appropriateness for data types, (2) required labor, (3) required expertise, (4) stage of analysis, (5) number and types of themes to be generated, and (6) issues of reliability and validity.

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Authors: Ryan, G. W., & Bernard, H. R.
Affiliations: RAND Corporation (US)
University of Florida (US)
ORCID: Ryan, Gery W.
Bernard, H. Russell
Venue: Field Methods
Publisher: SAGE Publications
Published: 2003-02
Volume: 15
Issue: 1
Pages: 85-109
ISSN: 1064-8631 (ISSN-L)
1525-822X
1552-3969
DOI: 10.1177/1525822x02239569
OpenAlex: W2171380100
Cited by: 5,475
References: 7
Citations by year: 2026: 213 · 2025: 286 · 2024: 304 · 2023: 354 · 2022: 345 · 2021: 456 · 2020: 410 · 2019: 399 · 2018: 367 · 2017: 379 · 2016: 345 · 2015: 327 · 2014: 329 · 2013: 280 · 2012: 184
FWCI: 69.36
Type: journal article
Language: en
Open access: closed
Licence: journals.sagepub.com/page/policies/text-and-data-mining-license (tdm)
Locations: Field Methods (publishedVersion)
Topics: Social Sciences › Education › Qualitative Research Methods and Applications
Social Sciences › General Social Sciences › Computational and Text Analysis Methods
Social Sciences › Sociology and Political Science › Qualitative Research Methods and Ethics
Keywords: theme identification, qualitative data analysis, coding techniques, word count, observational techniques, manipulation techniques, reliability statistics, validity, epistemological boundaries, disciplinary boundaries

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Techniques to Identify Themes

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