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[问答] Is mediational model a causal model? [推广有奖]

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ReneeBK 发表于 2014-5-15 20:51:28 |AI写论文

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I am interested in testing a simple mediation model with one IV, one DV, and one mediator. The indirect effect is significant as tested by the Preacher and Hayes SPSS macro, which suggests the mediator does serve to statistically mediate the relationship.

When reading about mediation I have read things such as "Note that a mediational model is a causal model." - David Kenny. I can certainly appreciate the use of mediation models as causal models, and indeed, if a model is theoretically sound, I can see this as very useful.

In my model, however, the mediator (a trait considered to be a diathesis for anxiety disorders) is not caused by the independent variable (symptoms of an anxiety disorder). Rather, the mediator and independent variables are related, and I believe the association between the independent variable and the dependent variable can be explained largely by variance between the IV-mediator-DV. In essence I am trying to demonstrate that previous reports of the IV-DV relationship can be explained by a related mediator that is not caused by the IV.

Mediation is useful in this case because it explains how the IV-DV relationship can be statistically explained by the IV-Mediator-DV relationship. My problem is the question of causation. Could anybody tell me that the mediation is not appropriate when the IV does not cause the mediator?


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关键词:mediation Causal model Media ATION explained previous believe interested certainly

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spoonshen 发表于 2014-5-15 21:33:50
不是。 例如:

A-->B-->C 和 C-->B--A在mediation来说是完全一样的。因果关系可完全相反。光做mediation你根本不可能知道是哪种情况。
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primmxz 在职认证  发表于 2014-5-26 00:16:20
spoonshen 发表于 2014-5-15 21:33
不是。 例如:

A-->B-->C 和 C-->B--A在mediation来说是完全一样的。因果关系可完全相反。光做mediation ...
Causal Mediation effect
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