A Unifying Framework for Causal Analysis in Set-Theoretic Multimethod Research

Sociological Methods and Research

Volumn 47, Issue 1, 2018, Pages 37-63

  Rohlfing, Ingo ^a   Schneider, Carsten Q ^b  

^a UNIVERSITY OF BREMEN   (Germany)

^b CENTRAL EUROPEAN UNIVERSITY   (Hungary)

Author keywords

causal explanation; causal inference; causal mechanisms; counterfactuals; mixed methods; process tracing; Qualitative Comparative Analysis

Indexed keywords

EID: 85038406779     PISSN: 00491241     EISSN: 15528294     Source Type: Journal    
DOI: 10.1177/0049124115626170     Document Type: Article

References (91)

1. Ahmed Amel, Sil Rudra. 2012. “When Multi-method Research Subverts Methodological Pluralism—or, Why We Still Need Single-method Research.” Perspectives on Politics 10:935–53.
2. Alemán José A., 2010. Labor Relations in New Democracies: East Asia, Latin America, and Europe. Basingstoke, UK: Palgrave Macmillan.
3. Baumgartner Michael, (2008). Regularity Theories Reassessed. Philosophia 36(3): 327–354.
4. Baumgartner Michael. 2009. “Inferring Causal Complexity.” Sociological Methods & Research 38:71–101.
5. Baumgartner Michael. 2013. “A Regularity Theoretic Approach to Actual Causation.” Erkenntnis 78:85–109.
6. Beach Derek. 2015. “Achieving Methodological Alignment When Combining QCA and Process-tracing in Practice.” Typescript, R&R Under Review.
7. Beach Derek, Pedersen Rasmus Brun. 2013. Process-tracing Methods. Ann Arbor: University of Michigan Press.
8. Beach Derek, Rohlfing Ingo. 2018. “Integrating Cross-case Analyses and Process Tracing in Set-theoretic Research: Strategies and Parameters of Debate.” Sociological Methods & Research 47:3–36.
9. Bennett Andrew, Elman Colin. 2006. “Qualitative Research: Recent Developments in Case Study Methods.” Annual Review of Political Science 9:455–76.
10. Blatter Joachim, Blume Till. 2010. “In Search of Co-variance, Causal Mechanisms or Congruence? Towards a Plural Understanding of Case Studies.” Swiss Political Science Review 14:315–56.
11. Blatter Joachim, Haverland Markus. 2012. Designing Case Studies: Explanatory Approaches in Small-N Research. Basingstoke, UK: Palgrave Macmillan.
12. Bogen Jim. 2005. “Regularities and Causality; Generalizations and Causal Explanations.” Studies in History and Philosophy of Science Part C: Studies in History and Philosophy of Biological and Biomedical Sciences 36:397–420.
13. Brady Henry A., 2008. “Causation and Explanation in Social Science.” Pp. 217–70 in The Oxford Handbook of Political Methodology, edited by Box-Steffensmeier J. M., Brady H., Collier D.. Oxford, UK: Oxford University Press.
14. Campbell Donald T., 1975. “Degrees of Freedom and the Case Study.” Comparative Political Studies 8:178–93.
15. Cartwright Nancy. 2004. “From Causation to Explanation and Back.” Pp. 230–45 in The Future for Philosophy, edited by Leiter B.. Oxford, UK: Oxford University Press.
16. Casal Bértoa Fernando. 2017. “It’s Mostly about Money! A Set-theoretic Multi-method Approach to the Sources of Institutionalization in Post-communist Party Systems.” Sociological Methods & Research 46:683–714.
17. Chatterjee Abhishek. 2013. “Ontology, Epistemology, and Multimethod Research in Political Science.” Philosophy of the Social Sciences 43:73–99.
18. Collier David. 2014a. “Comment: QCA Should Set Aside the Algorithms.” Sociological Methodology 44:122–26.
19. Collier David. 2014b. “Problematic Tools: Introduction to Symposium on Set Theory in Social Science.” Newsletter of the American Political Science Association Organized Section for Qualitative and Multi-Method Research 12:2–9.
20. Collier David, Brady Henry E., Seawright Jason. 2010. “Outdated Views of Qualitative Methods: Time to Move on.” Political Analysis 18:506–13.
21. Craver Carl F., Darden Lindley. 2012. In Search of Mechanisms: Discoveries across the Life Sciences. Chicago: University of Chicago Press.
22. Creswell John W., Clark Vicki L. Plano. 2011. Designing and Conducting Mixed Methods Research. Los Angeles, CA: Sage.
23. Cronqvist Lasse, Berg-Schlosser Dirk. 2008. “Multi-value QCA (mvQCA).” Pp. 69–86 in Configurational Comparative Methods, edited by Rihoux B., Ragin C.. Thousand Oaks, CA: Sage.
24. Dessler David. 1991. “Beyond Correlations: Toward a Causal Theory of War.” International Studies Quarterly 35:337–55.
25. Emmenegger Patrick. 2011. “How Good Are Your Counterfactuals? Assessing Quantitative Macro-comparative Welfare State Research with Qualitative Criteria.” Journal of European Social Policy 21:365–80.
26. Fagan Melinda Bonnie. 2012. “The Joint Account of Mechanistic Explanation.” Philosophy of Science 79:448–72.
27. Falleti Tulia G., Lynch Julia F.. 2009. “Context and Causal Mechanisms in Political Analysis.” Comparative Political Studies 42:1143–66.
28. George Alexander L., Bennett Andrew. 2005. Case Studies and Theory Development in the Social Sciences. Cambridge, MA: MIT Press.
29. Gerring John. 2005. “Causation: A Unified Framework for the Social Sciences.” Journal of Theoretical Politics 17:163–98.
30. Gerring John. 2008. “The Mechanismic Worldview: Thinking Inside the Box.” British Journal of Political Science 38:161–79.
31. Gerring John. 2010. “Causal mechanisms: Yes, but…” Comparative Political Studies 43:1499–526.
32. Gerring John. 2012. Social Science Methodology: A Unified Framework. Cambridge, UK: Cambridge University Press.
33. Goerres Achim, Prinzen Katrin. 2012. “Using Mixed Methods for the Analysis of Individuals: A Review of Necessary and Sufficient Conditions and an Application to Welfare State Attitudes.” Quality & Quantity 46:415–50.
34. Goertz Gary, Mahoney James. 2012. A Tale of Two Cultures: Contrasting Qualitative and Quantitative Paradigms. Princeton, NJ: Princeton University Press.
35. Grynaviski Eric. 2013. “Contrasts, Counterfactuals, and Causes.” European Journal of International Relations 19:823–46.
36. Hall Ned. 2009. “Counterfactual Theories.” Pp. 158–84 in The Oxford Handbook of Causation, edited by Beebee H., Hitchcock C., Menzies P.. Oxford, UK: Oxford University Press.
37. Hatemi Peter K, McDermott Rose. 2012. “The Political Psychology of Biology, Genetics, and Behavior.” Political Psychology 33:307–12.
38. Hedström Peter, Ylikoski Petri. 2010. “Causal Mechanisms in the Social Sciences.” Annual Review of Sociology 36:49–67.
39. Hitchcock Christopher Read. 1995. “Salmon on Explanatory Relevance.” Philosophy of Science 62:304–20.
40. King Gary, Keohane Robert O., Verba Sidney. 1994. Designing Social Inquiry: Scientific Inference in Qualitative Research. Princeton, NJ: Princeton University Press.
41. Kühn David, Rohlfing Ingo. 2010. “Causal Explanation and Multi-method Research in the Social Sciences.” IPSA Committee on Concepts and Methods, Working Paper Series Political Methodology, no. 26.
42. Kuorikoski Jaakko. 2012. “Mechanisms, Modularity and Constitutive Explanation.” Erkenntnis 77:361–80.
43. Lebow Richard Ned. 2000. “What’s So Different about a Counterfactual?” World Politics 52:350–85.
44. Lebow Richard Ned. 2010. Forbidden Fruit: Counterfactuals and International Relations. Princeton, NJ: Princeton University Press.
45. Levy Jack. 2008. “Counterfactuals and Case Studies.” Pp. 627–44 in Oxford Handbook of Political Methodology, edited by Box-Steffensmeier J., Brady H., Collier D.. New York: Oxford University Press.
46. Lewis David. 1973a. “Causation.” The Journal of Philosophy 70:556–67.
47. Lewis David. 1973b. Counterfactuals. Cambridge, MA: Harvard University Press.
48. Lieberman Evan S., 2005. “Nested Analysis as a Mixed-method Strategy for Comparative Research.” American Political Science Review 99:435–52.
49. Lieberson Stanley. 2001. “Book Review: Fuzzy-set Social Science.” Contemporary Sociology 30:331–34.
50. Machamer Peter. 2004. “Activities and Causation: The Metaphysics and Epistemology of Mechanisms.” International Studies in the Philosophy of Science 18:27–39.
51. Machamer Peter, Darden Lindley, Craver Carl F.. 2000. “Thinking about Mechanisms.” Philosophy of Science 67:1–25.
52. Mackie John L., 1974. The Cement of the Universe: A Study of Causation. Oxford, UK: Clarendon Press.
53. Mahoney James. 2008. “Toward a Unified Theory of Causality.” Comparative Political Studies 41:412–36.
54. Mahoney James. 2010. “After KKV: The New Methodology of Qualitative Research.” World Politics 62:120–47.
55. Mahoney James, Kimball Erin, Koivu Kendra L.. 2009. “The Logic of Historical Explanation in the Social Sciences.” Comparative Political Studies 42:114–46.
56. McGrath Sarah. 2005. “Causation by Omission: A Dilemma.” Philosophical Studies 123:125–48.
57. McKay Illari Phyllis, Williamson Jon. 2012. “What Is a mechanism? Thinking about Mechanisms across the Sciences.” European Journal for Philosophy of Science 2:119–35.
58. Mikkelsen Kim Sass. 2017. “Negative Case Selection: Justifications and Consequences for QCA-Based MMR.” Sociological Methods & Research 46:739–771.
59. Møller Jørgen, Svend-Erik Skaaning. 2015. Explanatory Typologies as a Nested Strategy of Inquiry Combining Cross-case and Within-case Analyses. Sociological Methods & Research. doi:10.1177/0049124115613778.
60. Morgan Stephen L., Winship Christopher. 2014. Counterfactuals and Causal Inference: Methods and Principles for Social Research. 2nd ed. New York: Cambridge University Press.
61. Nicholson Daniel J., 2012. “The Concept of Mechanism in Biology.” Studies in History and Philosophy of Science Part C: Studies in History and Philosophy of Biological and Biomedical Sciences 43:152–63.
62. Northcott Robert. 2010. “Natural-born Determinists: A New Defense of Causation as Probability-raising.” Philosophical Studies 150:1–20.
63. Owen John M., 1994. “How Liberalism Produces Democratic Peace.” International Security 19:87–125.
64. Paul L. A., Hall Ned. 2013. Causation: A User’s Guide. Oxford, UK: Oxford University Press.
65. Ragin Charles C., 1987. The Comparative Method: Moving Beyond Quantitative and Qualitative Strategies. Berkeley: University of Berkeley Press.
66. Ragin Charles C., 2000. Fuzzy-set Social Science. Chicago: University of Chicago Press.
67. Ragin Charles C., 2006. “Set Relations in Social Research: Evaluating Their Consistency and Coverage.” Political Analysis 14: 291–31.
68. Ragin Charles C., 2008. Redesigning Social Inquiry. Chicago: Chicago University Press.
69. Ragin Charles C, Schneider Garrett Andrew. 2011. “Case-oriented Theory Building and Theory Testing.” Pp. 150–66 in The SAGE Handbook of Innovations in Social Research Methods, edited by Williams M., Vogt W. P.. London, UK: Sage.
70. Rihoux Benoît, Lobe Bojana. 2009. “The Case of Qualitative Comparative Analysis (QCA): Adding Leverage for Cross-Case Comparison.” Pp. 222–42 in The Sage Handbook of Case-based methods, edited by Byrne D., Ragin C. C.. Thousand Oaks, CA: Sage.
71. Rihoux Benoît, Marx Axel. 2013. “QCA, 25 Years after “The Comparative Method”: Mapping, Challenges, and Innovations—Mini-symposium.” Political Research Quarterly 66:167–235.
72. Rohlfing Ingo. 2008. “What You See and What You Get: Pitfalls and Principles of Nested Analysis in Comparative Research.” Comparative Political Studies 41:1492–514.
73. Rohlfing Ingo. 2012. Case Studies and Causal Inference: An Integrative Framework. Basingstoke, UK: Palgrave Macmillan.
74. Rohlfing Ingo, Schneider Carsten Q.. 2013. “Improving Research on Necessary Conditions: Formalized Case Selection for Process Tracing after QCA.” Political Research Quarterly 66:220–35.
75. Rohlfing Ingo, Starke Peter. 2013. “Building on Solid Ground: Robust Case Selection in Multi-method Research.” Swiss Political Science Review 19:492–512.
76. Russo Federica, Williamson Jon. 2011. “Generic versus Single-case Causality: The Case of Autopsy.” European Journal for Philosophy of Science 1:47–69.
77. Sale Joanna E. M., Lohfeld Lynne H., Kevin Brazil. 2002. “Revisiting the Quantitative-qualitative Debate: Implications for Mixed-methods Research.” Quality & Quantity 36:43–53.
78. Samford Steven. 2010. “Averting “Disruption and Reversal”: Reassessing the Logic of Rapid Trade Reform in Latin America.” Politics & Society 38:373–407.
79. Schneider Carsten Q, Rohlfing Ingo. 2012. “Does Set-relational Causation Fit into a Potential Outcomes Framework? An Assessment of Gerring’s Proposal.” Newsletter of the APSA Section on Qualitative Methods and Multi-Methods Research 10:8–14.
80. Schneider Carsten Q, Wagemann Claudius. 2012. Set-theoretic Methods for the Social Sciences. A Guide to Qualitative Comparative Analysis. Cambridge: Cambridge University Press.
81. Schneider Carsten Q, Rohlfing Ingo. 2013. “Combining QCA and Process Tracing in Set-theoretic Multi-method Research.” Sociological Methods & Research 42:559–97.
82. Schneider Carsten Q, Rohlfing Ingo. 2016. “Case Studies Nested in Fuzzy-set QCA on Sufficiency: Formalizing Case Selection and Causal Inference.” Sociological Methods & Research 45:526–568.
83. Seawright Jason, Gerring John. 2008. “Case Selection Techniques in Case Study Research: A Menu of Qualitative and Quantitative Options.” Political Research Quarterly 61:294–308.
84. Segura-Ubiergo Alex. 2007. The Political Economy of the Welfare State in Latin America: Globalization, Democracy, and Development. Cambridge, UK: Cambridge University Press.
85. Stalnaker Robert. 2011. Mere Possibilities: Metaphysical Foundations of Modal Semantics. Princeton, NJ: Princeton University Press.
86. Steglich-Petersen Asbjørn. 2012. “Against the Contrastive Account of Singular Causation.” The British Journal for the Philosophy of Science 63:115–43.
87. VanderWeele Tyler J., 2009. “Mediation and Mechanism.” European Journal of Epidemiology 24:217–24.
88. Waskan Jonathan. 2011. “Mechanistic Explanation at the Limit.” Synthese 183:389–408.
89. Woodward James. 2003. Making Things Happen: A Theory of Causal Explanation. New York: Oxford University Press.
90. Woodward James. 2004. “Counterfactuals and Causal Explanation.” International Studies in the Philosophy of Science 18:41–72.
91. Woodward James. 2011. “Mechanisms Revisited.” Synthese 183:409–27.