Sequential Logistic Regression

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Sequential Logistic Regression

Frank Gallo
 

        Hi All,
        I would like to perform a stage-sequential mediation analysis
involving an IV, a Putative Mediator, and an Outcome:
        Dichotomous Variables:

        IV (0 = low, 1 = high)

        Mediator (0 = low, 1 = high)

        Outcome (0 = low, 1 = high)
        Generally: there is an event that has a “high” value on the IV,
which then increases the probability of a “high” value on the
Mediator, which in turn increases the probability of a “high”
value on the Outcome.
        Specific test conditions: (a) the probability of a person undergoing
the sequence “no Mediator to Mediator to Outcome” is greater in
the “high” value IV group than it is in the “low” value IV
group; (b) being in the “high” value IV group increases the
probability of the “high” value Mediator group; and (c) at both
levels of the IV, the “high” value Mediator group increases the
probability of the “high” value Outcome group.
        Below are some rough thoughts on syntax. I would greatly appreciate
any help with syntax to accomplish my above goals. I am running SPSS
version 10.0 for Windows. Thank you.
        Best,

        Frank
        ---condition (a and c)

        LOGISTIC REGRESSION VAR=outcome

        /METHOD=ENTER iv /METHOD=ENTER mediator

        /CONTRAST (iv)=Indicator

        /CLASSPLOT

        /PRINT=GOODFIT

        /CRIERIA PIN(.05) POUT(.10) ITERATE(20) CUT(.5).
        ---condition (b)

        LOGISTIC REGRESSION VAR=mediator

        /METHOD=ENTER iv

        /CLASSPLOT

        /PRINT=GOODFIT

        /CRIERIA PIN(.05) POUT(.10) ITERATE(20) CUT(.5).

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