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Seeking suggestions for understanding confounding effect and its treatment

  • 1.  Seeking suggestions for understanding confounding effect and its treatment

    Posted 05-11-2015 14:01

    Hi Angus --

     

    Might the following be of interest?

     

    MacKinnon, Krull, & Lockwood (2000). Equivalence of the mediation, confounding, and suppression effect. Prevention Science, 1, 173-181.

     

    Abstract: This paper describes the statistical similarities among mediation, confounding, and suppression.

    Each is quantified by measuring the change in the relationship between an independent

    and a dependent variable after adding a third variable to the analysis. Mediation and confounding

    are identical statistically and can be distinguished only on conceptual grounds.

    Methods to determine the confidence intervals for confounding and suppression effects are

    proposed based on methods developed for mediated effects. Although the statistical estimation

    of effects and standard errors is the same, there are important conceptual differences

    among the three types of effects.

     

    Good luck,

     

    ~Michael

     

    ****************************

    Michael S. Cole

    Department of Management,

    Entrepreneurship & Leadership

    Texas Christian University

    Fort Worth, TX 76109

    Tel: 817/257-6796

    Fax: 817/257-7227

    E-mail: m.s.cole@tcu.edu

    www.sbuweb.tcu.edu/mcole

     

    Associate Editor, The Leadership Quarterly

     

     

    -----Original Message-----
    From: Organizational Behavior Division Listserv [mailto:OB@AOMLISTS.PACE.EDU] On Behalf Of A. Yao
    Sent: Friday, May 8, 2015 9:21 AM
    To: OB@AOMLISTS.PACE.EDU
    Subject: [OB-LIST] Seeking suggestions for understanding confouding effect and its treatment

     

    Hello all,

    I seek your suggestion on understanding and treatments of confounding/confounded effect, especially papers and studies in OB areas, although I have found some useful sources, i.e., Pearl. J. (2000). Causality. Cambridge University Press.

     

    Thank you in advance.

     

    Angus