When I say … quantification in qualitative research
Abstract
Researchers regularly quantify qualitative data in a variety of ways: a few …some…around half…the majority… But when is it appropriate? Monrouxe & Rees discuss the issues, and provide clarity and caution in their "when I say…" article.
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Quantifying qualitative findings by expressions such as percentages may not strengthen the research.
“however, Monrouxe and Rees provide a compelling argument for why this may not be strengthening the research.8”
From How to … assess the quality of qualitative research (2020) · cites this paper as [8]
Cites
Using Numbers in Qualitative Research
Maxwell, J. A. (2010) · Qualitative Inquiry · doi:10.1177/1077800410364740 · Cited by 985 · see citing works
Quantifying Thematic Saturation in Qualitative Data Analysis
Lowe, A., Norris, A. C., Farris, A. J., & Babbage, D. R. (2018) · Field Methods · doi:10.1177/1525822x17749386 · Cited by 315 · see citing works
Counting in Qualitative Research: Why to Conduct it, When to Avoid it, and When to Closet it
Hannah, D. R., & Lautsch, B. A. (2011) · Journal of Management Inquiry · doi:10.1177/1056492610375988 · Cited by 282 · see citing works
Reporting quantitative information in qualitative research: guidance for authors and reviewers
Neale, J., Miller, P. G., & West, R. (2014) · Addiction · doi:10.1111/add.12408 · Cited by 168 · see citing works
Morgan, D. L. (2016) · Journal of Mixed Methods Research · doi:10.1177/1558689816686433 · Cited by 76 · see citing works
Qualitative Research Methodology and Numbers
Chivanga, S. Y. (2016) · Journal of Social Sciences · doi:10.1080/09718923.2016.11893551 · Cited by 17 · see citing works
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How to … assess the quality of qualitative research
Stenfors, T., Kajamaa, A., & Bennett, D. (2020) · The Clinical Teacher · doi:10.1111/tct.13242 · Cited by 258 · see citing works
Criteria for Good Qualitative Research: A Comprehensive Review
Yadav, D. (2022) · The Asia-Pacific Education Researcher · doi:10.1007/s40299-021-00619-0 · Cited by 217 · see citing works
- Authors
- Monrouxe, L. V., & Rees, C. E.
- Affiliations
- The University of Sydney (AU)
- Murdoch University (AU)
- Corresponding author
- Monrouxe, Lynn V.
- Venue
- Medical Education
- Publisher
- Wiley
- Published
- 2019-12-03
- Volume
- 54
- Issue
- 3
- Pages
- 186-187
- ISSN
- 0308-0110 (ISSN-L)
- 1365-2923
- OpenAlex
- W2992999293
- Cited by
- 50
- References
- 6
- Citations by year
- 2026: 5 · 2025: 5 · 2024: 9 · 2023: 10 · 2022: 5 · 2021: 12 · 2020: 4
- FWCI
- 14.18
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Medical Education (publishedVersion)
- PubMed (publishedVersion)
- Murdoch University Research Portal (submittedVersion)
- Topics
- Social Sciences › Education › Qualitative Research Methods and Applications
- Social Sciences › Education › Educational Research and Methods
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Innovations in Medical Education
- Keywords
- qualitative research
- MeSH terms
- Humans, Research Design, Qualitative Research
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