Necessary Condition Analysis (NCA)
Top Cited Papers
Open Access
- 15 July 2015
- journal article
- research article
- Published by SAGE Publications in Organizational Research Methods
- Vol. 19 (1), 10-52
- https://doi.org/10.1177/1094428115584005
Abstract
Theoretical “necessary but not sufficient” statements are common in the organizational sciences. Traditional data analyses approaches (e.g., correlation or multiple regression) are not appropriate for testing or inducing such statements. This article proposes necessary condition analysis (NCA) as a general and straightforward methodology for identifying necessary conditions in data sets. The article presents the logic and methodology of necessary but not sufficient contributions of organizational determinants (e.g., events, characteristics, resources, efforts) to a desired outcome (e.g., good performance). A necessary determinant must be present for achieving an outcome, but its presence is not sufficient to obtain that outcome. Without the necessary condition, there is guaranteed failure, which cannot be compensated by other determinants of the outcome. This logic and its related methodology are fundamentally different from the traditional sufficiency-based logic and methodology. Practical recommendations and free software are offered to support researchers to apply NCA.Keywords
This publication has 49 references indexed in Scilit:
- Causal Models for Investigating Complex Disease: I. A PrimerHuman Heredity, 2011
- Common Method Issues: An Introduction to the Feature Topic in Organizational Research MethodsOrganizational Research Methods, 2010
- Weighting of contingency information in causal judgement: Evidence of hypothesis dependence and use of a positive-test strategyThe Quarterly Journal of Experimental Psychology, 2009
- QCA 3.0: The “Ragin Revolution” ContinuesContemporary Sociology: A Journal of Reviews, 2009
- The elaboration model and necessary causesPublished by Taylor & Francis Ltd ,2007
- Clarifying conditions and decision points for mediational type inferences in Organizational BehaviorJournal of Organizational Behavior, 2006
- Set Relations in Social Research: Evaluating Their Consistency and CoveragePolitical Analysis, 2006
- Evidence and Inference in the Comparative Case StudyComparative Politics, 1998
- Management initiatives and just‐in‐time manufacturingJournal of Operations Management, 1997
- Contributions of specific cell information to judgments of interevent contingency.Journal of Experimental Psychology: Learning, Memory, and Cognition, 1990