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    An interventionist model of causation provides a rigorous... — Carmelics
    Home/Causation
    HistoryEditSee Inverse

    An interventionist model of causation provides a rigorous way of articulating that any combination of variables might characterize the causes of a disorder, while providing a clear test of which variables are actually involved.

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    Reasons For

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    • 1.The interventionist model holds that X causes Y if and only if intervening on X makes a difference to Y.
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    • 2.This framework allows researchers to specify which variables among many candidates are genuinely causal by testing what would happen to Y under interventions on X.
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    • 3.The interventionist model thereby avoids a simple-minded holism that merely asserts that many things are relevant without specifying which are causally efficacious.
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    Reasons Against

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    • 1.Woodward's interventionist framework presupposes modularity: that variables can be intervened on independently, but psychiatric systems exhibit dense reciprocal causation that violates this assumption.
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    • 2.When feedback loops between biological, psychological, and social variables are constitutive of a disorder (as in network models of depression), surgical interventions on single nodes alter the system rather than test it.
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    • 3.A causal test that systematically distorts what it measures cannot provide the rigorous identification of causal variables the interventionist model promises in psychopathology.
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    • 1.Cartwright argues that difference-making accounts identify causes only relative to a privileged set of background conditions, making causal claims context-dependent rather than universal.
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    • 2.In psychiatry, the relevant background population and conditions (developmental history, social context, gene-environment interactions) are not fixed across clinical contexts, so interventionist tests yield causal verdicts that fail to generalize.
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    • 3.A model whose causal verdicts are population- and context-relative cannot provide the kind of rigorous, disorder-level causal articulation the claim attributes to interventionism.
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    Topics

    Causation

    Key Terms

    Disorder(the effect being explained)
    A medical or psychological condition where something isn't functioning normally—like depression, diabetes, or anxiety.
    Interventionist model of causation(main concept in the statement)
    A way of understanding cause and effect where we figure out what actually causes something by imagining what would happen if we changed or 'intervened' in a situation—like how a doctor tests if a medicine causes improvement by giving it to some patients but not others.
    Variables(in logic and mathematics)
    Symbols (usually letters like x or y) that stand in for unknown things or entities that you're trying to figure out.

    Connections

    1 topic

    Truth & Knowledge2 linked

    Related

    A causal test that systematically distorts what it measures cannot provide the r...A model whose causal verdicts are population- and context-relative cannot provid...Cartwright argues that difference-making accounts identify causes only relative ...In psychiatry, the relevant background population and conditions (developmental ...
    +5 moreShow less
    The interventionist model holds that X causes Y if and only if intervening on X ...The interventionist model thereby avoids a simple-minded holism that merely asse...

    Similar

    The interventionist account of causation holds that X is a cause of Y ...84%The interventionist model holds that X causes Y if and only if interve...82%The interventionist model thereby avoids a simple-minded holism that m...80%Nomic causation is a kind of causation distinct from ordinary causatio...79%

    Source

    AI-extracted1/3 agreementValid
    SEP: psychiatry
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    In part because of these issues, that levels in psychiatry are not Marrian, Campbell (2006) argues for an interventionist approach to causation. This is the view that when we say X is a cause of Y we are saying that intervening on X is a way of intervening on Y (Woodward and Hitchcock 2003, Woodward 2003, Pearl 2000): manipulating one variable makes a difference to another. This is not a reductive analysis of causation, since it makes use of causal ideas—it just states that questions about wheth
    Extraction notes

    Validity: Extracted via Max plan + API grounding/validity checks

    Details

    This framework allows researchers to specify which variables among many candidat...
    When feedback loops between biological, psychological, and social variables are ...
    Woodward's interventionist framework presupposes modularity: that variables can ...
    Type
    claim
    Perspectives
    3 (1 for, 2 against)
    Edits
    1 edit