Strategies of Causal Inference in Small-N Analysis
Top Cited Papers
- 1 May 2000
- journal article
- Published by SAGE Publications in Sociological Methods & Research
- Vol. 28 (4) , 387-424
- https://doi.org/10.1177/0049124100028004001
Abstract
Much debate concerning small-N analysis has centered on the question of whether this research tradition has powerful tools for assessing causality. Yet, recent contributions make it clear that scholars are not in consensus with regard to the more basic issue of which procedures and underlying logic are in fact used in small-N causal assessment. Focusing on the field of comparative-historical analysis, this article attempts to clarify these procedures and logic. Methods associated with three major strategies of small-N causal inference are examined: nominal comparison, ordinal comparison, and within-case analysis. The article argues that the use of these three strategies within particular small-N studies has led scholars to reach radically divergent conclusions about the logic of causal analysis in small-N research. One implication of this argument is that methodologists must sort out the interrelationship between strategies of causal inference before arriving at conclusions about the overall strengths and limitations of small-N analysis.Keywords
This publication has 41 references indexed in Scilit:
- DEMOCRACY AND DICHOTOMIES: A Pragmatic Approach to Choices about ConceptsAnnual Review of Political Science, 1999
- Historical Inference and Event-Structure AnalysisInternational Review of Social History, 1998
- More on the Uneasy Case for Using Mill-Type Methods in Small-N Comparative StudiesSocial Forces, 1994
- The Rationality of Drawing Big Conclusions Based on Small Samples: In Defense of Mill's MethodsSocial Forces, 1994
- Small N's and Big Conclusions: An Examination of the Reasoning in Comparative Studies Based on a Small Number of CasesSocial Forces, 1991
- Conceptions of Time and Events in Social Science Methods: Causal and Narrative ApproachesHistorical Methods: A Journal of Quantitative and Interdisciplinary History, 1990
- Modeling event structures*The Journal of Mathematical Sociology, 1989
- Statistics and Causal InferenceJournal of the American Statistical Association, 1986
- Two Ideals of Explanation in Natural Science1Midwest Studies in Philosophy, 1984
- Theory and Method in Comparative Research: Two StrategiesSocial Forces, 1983