On the limits of causal theory for studying inequalities in science https://doi.org/10.1162/qss_c_00347
"This does not mean we should completely omit causal models ... they can help to disentangle concomitant mechanisms that are hard to study independently otherwise. At the same time construction of causal graphs can in many situations alert us from presence of statistical artifacts or colliders ... this is not a call for not using causal models, but a call for their responsible use"
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