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Re: st: Re: advice re: "intervening" variable
Thanks to Sergiy and Austin:
Sergiy:
In this case, at least, it works as I stated because the researchers
force it to work this way -- they give each S a drug that directly
affects blood pressure; the change in blood pressure affects
vessel diameter and, then, heart rate
Thanks to both re: citations
Rich
Sergiy Radyakin wrote:
Hello Richard,
Google picture search --> "structural model" will give you a lot of
examples.
However "intervening" variable is the one which usually reflects a
Concept, like "hunger" or "fear" (lots of examples from the area of
psychology).
E.g. here you will find a model of impulse-buying behaviour:
http://emeraldinsight.com/Insight/ViewContentServlet?Filename=Published/EmeraldFullTextArticle/Articles/2840100404.html
While "Fashion involvment" and "Impulse buying" are quite real,
"positive emotion" is rather hypothesized.
Your "diameter of blood vessel" seems to be quite a real variable though.
I am not a doctor, but I thought it works the other way around:
one smokes --> diameter decreases --> pressure increases --> heart rate
increases --> one dies ?
Another chain:
"Moreover, The nicotine in cigarettes and other tobacco products causes
your blood vessels to constrict and your heart to beat faster, which
temporarily raises your blood pressure. "
is described here:
http://www.highbloodpressuremed.com/smoking-and-high-blood-pressure.html
I wonder how do you establish causality in this case?
----
An example from economics (Student Achievement and National Economic
Growth, Nov 2006):
http://www.journals.uchicago.edu/AJE/journal/issues/v113n1/113101/113101.web.pdf
Regards, Sergiy
----- Original Message ----- From: "Richard Goldstein"
<[email protected]>
To: "statalist" <[email protected]>
Sent: Monday, March 05, 2007 3:57 PM
Subject: st: advice re: "intervening" variable
Hi all:
This is more a stat question that a Stata question.
I have a system of 3 variables where one variable is in between,
in time and physiology, the other two variables:
blood pressure -> diameter of blood vessel -> heart rate
That is, a change in blood pressure "causes" some change in
the diameter of the blood vessel which in turn "causes"
some change in heart rate (actually in "RRI" which is,
basically, the inverse of heart rate).
I have never come across this situation before, but I believe
that several substantive disciplines do have such situations.
Actually, I have found a fair amount of literature in
psychology; a recent overview is MacKinnon, DP, AJ Fairchild,
and MS Fritz (2007), "Mediation Analysis", _Annual Review of
Psychology_, 58: 593-614
I believe that other disciplines might also see such
situations, e.g., economics and epidemiology, but have
been unable to find any literature.
So, is there literature on this in disciplines other than
psychology? If so, any citations, esp. overviews, would
be greatly appreciated (regardless of whether the cite is
to ariticles or books).
Thanks,
Rich
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