Pathway Analysis and the Search for Causal Mechanisms
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DOI: 10.1177/0049124114544420
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References listed on IDEAS
- Imai, Kosuke & Keele, Luke & Tingley, Dustin & Yamamoto, Teppei, 2011. "Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies," American Political Science Review, Cambridge University Press, vol. 105(4), pages 765-789, November.
- Ragin, Charles C., 2000. "Fuzzy-Set Social Science," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226702773, October.
- Imai, Kosuke & Yamamoto, Teppei, 2013. "Identification and Sensitivity Analysis for Multiple Causal Mechanisms: Revisiting Evidence from Framing Experiments," Political Analysis, Cambridge University Press, vol. 21(2), pages 141-171, April.
- James J. Heckman & Jeffrey A. Smith, 1995. "Assessing the Case for Social Experiments," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 85-110, Spring.
- Ross, Michael L., 2004. "How Do Natural Resources Influence Civil War? Evidence from Thirteen Cases," International Organization, Cambridge University Press, vol. 58(1), pages 35-67, February.
- Beck, Nathaniel, 2006. "Is Causal-Process Observation an Oxymoron?," Political Analysis, Cambridge University Press, vol. 14(3), pages 347-352, July.
- Chris Chatfield, 1995. "Model Uncertainty, Data Mining and Statistical Inference," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 158(3), pages 419-444, May.
- Gerring, John, 2008. "The Mechanismic Worldview: Thinking Inside the Box," British Journal of Political Science, Cambridge University Press, vol. 38(1), pages 161-179, January.
- Kosuke Imai & Dustin Tingley & Teppei Yamamoto, 2013. "Experimental designs for identifying causal mechanisms," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 176(1), pages 5-51, January.
- repec:ucp:bkecon:9780226702766 is not listed on IDEAS
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Keywords
causal mechanisms; mixed-method research; case selection; hypotheses generation; qualitative methods;All these keywords.
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