Philosophy of the Social Sciences 52 (1-2):3-24 (2022)

Authors
Tung-Ying Wu
Institute of Philosophy, Chinese Academy of Sciences (CASIP)
Abstract
The interventionist theory of causation has been advertised as an empirically informed and more nuanced approach to causality than the competing theories. However, previous literature has not yet analyzed the regression discontinuity (hereafter, RD) and the difference-in-differences (hereafter, DD) within an interventionist framework. In this paper, I point out several drawbacks of using the interventionist methodology for justifying the DD and RD designs. However, I argue that the first step towards enhancing our understanding of the DD and RD designs from an interventionist perspective is to take advantage of the assumptions of common trend and continuity.
Keywords Methodology  interventionism  causation  regression discontinuity  difference-in-differences
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DOI 10.1177/00483931211049766
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A Material Theory of Induction.John D. Norton - 2003 - Philosophy of Science 70 (4):647-670.

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