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A Simple Multivariate Test for Asymmetric Hypotheses

  • William Roberts Clark (a1), Michael J. Gilligan (a2) and Matt Golder (a3)

Abstract

In this paper, we argue that claims of necessity and sufficiency involve a type of asymmetric causal claim that is useful in many social scientific contexts. Contrary to some qualitative researchers, we maintain that there is nothing about such asymmetries that should lead scholars to depart from standard social science practice. We take as given that deterministic and monocausal tests are inappropriate in the social world and demonstrate that standard multiplicative interaction models are up to the task of handling asymmetric causal claims in a multivariate, probabilistic manner. We illustrate our argument with examples from the empirical literature linking electoral institutions and party system size.

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Da Silva, Afonso Virgílio,. 2006. Duverger's Laws: Between social and institutional determinism. European Journal of Political Research 45: 3141.
Amorim Neto, Octavio, and Cox, Gary. 1997. Electoral institutions: Cleavage structures and the number of parties. American Journal of Political Science 41: 149–74.
Brambor, Thomas, Clark, William Roberts, and Golder, Matt. 2006. Understanding interaction models: Improving empirical analyses. Political Analysis 14: 6382.
Braumoeller, Bear. 2003. Causal complexity and the study of politics. Political Analysis 11: 209–33.
Braumoeller, Bear. 2004. Hypothesis testing and multiplicative interaction terms. International Organization 58: 807–20.
Braumoeller, Bear F., and Goertz, Gary. 2000. The methodology of necessary conditions. American Journal of Political Science 44: 844–58.
Clark, William Roberts, and Golder, Matt. 2006. Rehabilitating Duverger's theory: Testing the mechanical and strategic modifying effects of electoral laws. Comparative Political Studies 39.
Collier, David, Mahoney, James, and Seawright, Jason. 2004. Claiming too much: Warnings about selection bias. In Rethinking social inquiry: Diverse tools, shared standards, eds. Brady, Henry E. and Collier, David, 85102. Lanham, MD: Rowman and Littlefield.
Dion, Douglas. 1998. Evidence and inference in the comparative case study. Comparative Politics 30: 127–45.
Duverger, Maurice. [1954] 1963. Political parties: Their organization and activity in the modern state. New York: John Wiley and Sons, Inc.
George, Alexander L., and Bennett, Andrew. 2005. Case studies and theory development in the social sciences. Cambridge, MA: MIT Press.
Goertz, Gary. 2001. Necessary condition theory: What Kingdon, Ostrom, and Skocpol have in common. AZ: Department of Political Science, University of Arizona.
Goertz, Gary. 2002. The substantive importance of necessary condition hypotheses. In Necessary conditions: Theory, methodology, and applications, ed. Goertz, Gary and Starr, Harvey. New York: Rowman and Littlefield.
Gordon, Sandford C., and Smith, Alastair. 2004. Quantitative leverage through qualitative knowledge: Augmenting the statistical analysis of complex causes. Political Analysis 12: 233–55.
Hildebrand, David K., Laing, James D., and Rosenthal, Howard. 1977. Analysis of ordinal data: Quantiative applications in the social sciences. Beverley Hills, CA: Sage Publications.
Kam, Cindy D., and Franzese, Robert J. Jr. Forthcoming. Modeling and interpreting interactive hypotheses in regression analysis: A brief refresher and some practical advice. Ann Arbor: University of Michigan Press.
King, Gary, Keohane, Robert O., and Verba, Sidney. 1994. Designing social inquiry: Scientific inference in qualitative research. Princeton, NJ: Princeton University Press.
Lakatos, Imre. 1970. Falsification and the methodology of scientific research programmes. In Criticism and the growth of knowledge, ed. Lakatos, Imre and Musgrave, Alan, 91195. Cambridge: Cambridge University Press.
Lieberson, Stanley. 1987. Making it count: The improvement of social research and theory. Berkeley, CA: University of California Press.
Lieberson, Stanley. 1991. Small N's and big conclusions: An examination of the reasoning in comparative studies based on a small number of cases. Social Forces 70: 307–20.
Mackie, John L. 1965. Causes and conditions. American Philosophical Quarterly 2: 245–64.
Mahoney, James, and Goertz, Gary. 2006. A tale of two cultures: Contrasting quantitative and qualitative research. Political Analysis 10.1093/pan/mpj017.
Mainwaring, Scott. 1993. Presidentialism, multipartism, and democracy: The difficult combination. Comparative Political Studies 26: 198228.
Mill, John Stuart. 1986 [1874]. A system of logic, ratiocinative and inductive: Being a connected view of the principles of evidence and the methods of scientific investigation. 8th ed. New York: Harper and Brothers.
Popper, Karl. 1959. The logic of scientific discovery. New York: Basic Books.
Przeworski, Adam. 2006. Forthcoming. Is the science of comparative politics possible? In Oxford handbook of comparative politics, ed. Boix, Carles and Stokes, Susan. New York: Oxford University Press.
Przeworski, Adam, Alvarez, Michael E., Antonio Cheibub, José, and Limongi, Fernando. 2000. Democracy and development: Political institutions and well-being in the world, 1950–1990. New York: Cambridge University Press.
Ragin, Charles C. 1987. The comparative method: Moving beyond qualitative and quantitative strategies. Berkeley, CA: University of California Press.
Ragin, Charles C. 2000. Fuննy-set social science. Chicago, IL: University of Chicago Press.
Ragin, Charles C. 2006. Set relations in social research: Evaluating their consistency and coverage. Political Analysis 10.1093/pan/mpj019.
Riker, William H. 1982. The two-party system and Duverger's Law: An essay on the history of political science. American Political Science Review 76: 753–66.
Rosenbaum, Paul R. 2002. Observational studies. 2nd ed. New York: Springer.
Rubin, Donald. 1974. Estimating the causal effects of treatments in randomized and nonrandomized studies. Journal of Education Psychology 66: 688701.
Seawright, Jason. 2005. Qualitative comparative analysis vis-à-vis regression. Studies in Comparative International Development 40: 326.
Stasavage, David. 2002. Private investment and political institutions. Economics and Politics 14: 4163.
Tsebelis, George. 2003. Veto players and law production in parliamentary democracies: An empirical analysis. In Necessary conditions: Theory, methodology, and applications, ed. Goertz, Gary and Starr, Harvey, 249–76. Lanham, MD: Rowman and Littlefield.
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A Simple Multivariate Test for Asymmetric Hypotheses

  • William Roberts Clark (a1), Michael J. Gilligan (a2) and Matt Golder (a3)

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