Causal inference via process tracing has received increasing attention during recent years. A 2 x 2 typology of hypothesis tests takes a central place in this debate. A discussion of the typology demonstrates that its role for causal inference can be improved further in three respects. First, the aim of this article is to formulate case selection principles for each of the four tests. Second, in focusing on the dimension of uniqueness of the 2 x 2 typology, I show that it is important to distinguish between theoretical and empirical uniqueness when choosing cases and generating inferences via process tracing. Third, I demonstrate that the standard reading of the so-called doubly decisive test is misleading. It conflates unique implications of a hypothesis with contradictory implications between one hypothesis and another. In order to remedy the current ambiguity of the dimension of uniqueness, I propose an expanded typology of hypothesis tests that is constituted by three dimensions.
机构:
Kellogg School of Management and Northwestern Institute on Complex Systems (NICO), Northwestern University, 600 Foster St, Evanston, 60208, ILKellogg School of Management and Northwestern Institute on Complex Systems (NICO), Northwestern University, 600 Foster St, Evanston, 60208, IL
Kwon H.Y.
Sauppe J.J.
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Department of Computer Science, University of Wisconsin–La Crosse, 207 Wing Technology Center, 1725 State Street, La Crosse, 54601, WIKellogg School of Management and Northwestern Institute on Complex Systems (NICO), Northwestern University, 600 Foster St, Evanston, 60208, IL
Sauppe J.J.
Jacobson S.H.
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Department of Computer Science, University of Illinois at Urbana-Champaign, 3224 Siebel Center for Computer Science, 201 North Goodwin Avenue, Urbana, 61801, ILKellogg School of Management and Northwestern Institute on Complex Systems (NICO), Northwestern University, 600 Foster St, Evanston, 60208, IL
机构:
Kellogg School of Management and Northwestern Institute on Complex Systems (NICO), Northwestern University, 600 Foster St, Evanston, 60208, ILKellogg School of Management and Northwestern Institute on Complex Systems (NICO), Northwestern University, 600 Foster St, Evanston, 60208, IL
Kwon H.Y.
Sauppe J.J.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Computer Science, University of Wisconsin–La Crosse, 207 Wing Technology Center, 1725 State Street, La Crosse, 54601, WIKellogg School of Management and Northwestern Institute on Complex Systems (NICO), Northwestern University, 600 Foster St, Evanston, 60208, IL
Sauppe J.J.
Jacobson S.H.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Computer Science, University of Illinois at Urbana-Champaign, 3224 Siebel Center for Computer Science, 201 North Goodwin Avenue, Urbana, 61801, ILKellogg School of Management and Northwestern Institute on Complex Systems (NICO), Northwestern University, 600 Foster St, Evanston, 60208, IL