The DOI matches its Crossref record; 123 of the 123 references it cites were found in a registry or an index.
The origins, development, and application of Qualitative Comparative Analysis: the first 25 years
Abstract
A quarter century ago, in 1987, Charles C. Ragin published The Comparative Method, introducing a new method to the social sciences called Qualitative Comparative Analysis (QCA). QCA is a comparative case-oriented research approach and collection of techniques based on set theory and Boolean algebra, which aims to combine some of the strengths of qualitative and quantitative research methods. Since its launch in 1987, QCA has been applied extensively in the social sciences. This review essay first sketches the origins of the ideas behind QCA. Next, the main features of the method, as presented in The Comparative Method, are introduced. A third part focuses on the early applications. A fourth part presents early criticisms and subsequent innovations. A fifth part then focuses on an era of further expansion in political science and presents some of the main applications in the discipline. In doing so, this paper seeks to provide insights and references into the origin and development of QCA, a non-technical introduction to its main features, the path travelled so far, and the diversification of applications.
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Cites
Designing Social Inquiry: Scientific Inference in Qualitative Research
King, G., Keohane, R. O., & Verba, S. (1994) · Princeton University Press · doi:10.1515/9781400821211 · Cited by 7,225
Building Better Causal Theories: A Fuzzy Set Approach to Typologies in Organization Research
Fiss, P. C. (2011) · Academy of Management Journal · doi:10.5465/amj.2011.60263120 · Cited by 5,930
Redesigning Social Inquiry: Fuzzy Sets and Beyond
Ragin, C. C. (2008) · University of Chicago Press eBooks · doi:10.7208/chicago/9780226702797.001.0001 · Cited by 4,445
Self-citationCase study research: principles and practices
(2007) · Choice Reviews Online · doi:10.5860/choice.45-1530 · Cited by 4,167
Redesigning Social Inquiry: Fuzzy Sets and Beyond
Ragin, C. C. (2008) · Cited by 3,398
Self-citationConcept Misformation in Comparative Politics
Sartori, G. (1970) · American Political Science Review · doi:10.2307/1958356 · Cited by 3,318
Configurational Comparative Methods: Qualitative Comparative Analysis (QCA) and Related Techniques
Rihoux, B., & Ragin, C. (2009) · SAGE Publications · doi:10.4135/9781452226569 · Cited by 3,089
Self-citationWhat Is a Case Study and What Is It Good for?
GERRING, J. (2004) · American Political Science Review · doi:10.1017/s0003055404001182 · Cited by 2,995
Set-Theoretic Methods for the Social Sciences: A Guide to Qualitative Comparative Analysis
Schneider, C. Q., & Wagemann, C. (2012) · doi:10.1017/cbo9781139004244 · Cited by 2,862
Lieberson, S., & Ragin, C. C. (2001) · Contemporary Sociology · doi:10.2307/3089736 · Cited by 2,799
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Metadata
- Authors
- Marx, A., Rihoux, B., & Ragin, C.
- Venue
- European Political Science Review
- Publisher
- Cambridge University Press (CUP)
- Published
- 2013-02-22
- Volume
- 6
- Issue
- 1
- Pages
- 115-142
- ISSN
- 1755-7739 (ISSN-L)
- 1755-7747
- OpenAlex
- W2015068565
- Cited by
- 276
- References
- 123
- FWCI
- 34.00
- Type
- journal article
- Language
- en
- Open access
- closed
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