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Moderating and Mediating Variables in Psychological Research

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International Encyclopedia of Statistical Science
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Moderating and mediating variables, or simply moderators and mediators, are related but distinct concepts in both general statistics and its application in psychology. A moderating variable is a variable that affects the relationship between two other variables. This effect is usually referred to as an interaction. The simplest case of an interaction can occur in analysis of variance (ANOVA). For example, we tested whether there is a significant difference in the level of anxiety (as measured with an appropriate standardized psychological test) between married and unmarried participants (i.e., variable marital status). The effect was not statistically significant. However, when we enter the third variable – gender (female/male) – it appears that, on average, unmarried males are significantly more anxious than married males, while for females the effect is the reverse. Figure 1represents the results from two models described above. In the left-hand panel, we can see that, on average,...

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References and Further Reading

  • Baron R, Kenny D (1986) The moderator-mediator variable distinction in social psychological research – conceptual, strategic, and statistical considerations. J Pers Soc Psychol 51(6):1173–1182

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  • Eysenck H (2006) The biological basis of personality. Transaction Publishers, London

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  • Friedman L, Wall M (2005) Graphical views of suppression and multicollinearity in multiple linear regression. Am Stat 59(2): 127–136

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  • Hayes A, Matthes J (2009) Computational procedures for probing interactions in ols and logistic regression: SPSS and SAS implementations. Behav Res Meth 41(3):924–936

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  • Judd C, Kenny D, McClelland G (2001) Estimating and testing mediation and moderation in within-participant designs. Psychol Meth 6(2):115–134

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  • Muller D, Judd C, Yzerbyt V (2005) When moderation is mediated and mediation is moderated. J Pers Soc Psychol 89(6):852–863

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  • Shrout P, Bolger N (2002) Mediation in experimental and nonexperimental studies: new procedures and recommendations. Psychol Meth 7(4):422–445

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Milin, P., Hadžić, O. (2011). Moderating and Mediating Variables in Psychological Research. In: Lovric, M. (eds) International Encyclopedia of Statistical Science. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04898-2_631

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