|
Sign In to gain access to subscriptions and/or personal tools.
|
Multilevel Mediation Modeling in Group-Based Intervention Studies
Jennifer L. Krull
Arizona State University
David P. Mackinnon
Arizona State University
This article proposes and evaluates a method to test for mediation in multilevel data sets formed when an intervention administered to intact groups is designed to produce change in individual mediator and outcome variables. Simulated data of this form were used to compare ordinary least squares (OLS) and two multilevel estimators of the mediated effect. OLS and multilevel standard error approximations were also evaluated and recommendations given for optimal estimator choice. These methods were applied to data from an existing substance use intervention to show the impact multilevel mediation modeling can have on the conclusions drawn from real-world evaluation studies.
Evaluation Review, Vol. 23, No. 4,
418-444 (1999)
DOI: 10.1177/0193841X9902300404
 CiteULike  Complore  Connotea  Del.icio.us  Digg  Reddit  Technorati  Twitter What's this?
This article has been cited by other articles:
|
|
|
|
 
S. Linden-Andersen, D. Markiewicz, and A.-B. Doyle
Perceived Similarity Among Adolescent Friends: The Role of Reciprocity, Friendship Quality, and Gender
The Journal of Early Adolescence,
October 1, 2009;
29(5):
617 - 637.
[Abstract]
[PDF]
|
|
|
|
|
|
|
P. Van Echtelt, A. Glebbeek, S. Lewis, and S. Lindenberg
Post-Fordist Work: A Man's World?: Gender and Working Overtime in the Netherlands
Gender Society,
April 1, 2009;
23(2):
188 - 214.
[Abstract]
[PDF]
|
|
|
|
|
|
|
L H Barrero, J N Katz, M J Perry, R Krishnan, J H Ware, and J T Dennerlein
Work pattern causes bias in self-reported activity duration: a randomised study of mechanisms and implications for exposure assessment and epidemiology
Occup. Environ. Med.,
January 1, 2009;
66(1):
38 - 44.
[Abstract]
[Full Text]
[PDF]
|
|
|
|
|
|
|
C. Paquet, D. St-Arnaud-McKenzie, Z. Ma, M.-J. Kergoat, G. Ferland, and L. Dube
More Than Just not Being Alone: The Number, Nature, and Complementarity of Meal-Time Social Interactions Influence Food Intake in Hospitalized Elderly Patients
Gerontologist,
October 1, 2008;
48(5):
603 - 611.
[Abstract]
[Full Text]
[PDF]
|
|
|
|
|
|
|
D. Heller, J. Komar, and W. B. Lee
The Dynamics of Personality States, Goals, and Well-Being
Pers Soc Psychol Bull,
June 1, 2007;
33(6):
898 - 910.
[Abstract]
[PDF]
|
|
|
|
|
|
|
M. S. McGlone, H. Bortfeld, and D. Kobrynowicz
Laying It on Thin: Analogical Cue Frequency in the Manipulation of Choice
Pers Soc Psychol Bull,
May 1, 2007;
33(5):
721 - 731.
[Abstract]
[PDF]
|
|
|
|
|
|
|
L. Wijngaards-de Meij, M. Stroebe, H. Schut, W. Stroebe, J. van den Bout, P. G. M. van der Heijden, and I. Dijkstra
Patterns of Attachment and Parents' Adjustment to the Death of Their Child
Pers Soc Psychol Bull,
April 1, 2007;
33(4):
537 - 548.
[Abstract]
[PDF]
|
|
|
|
|
|
|
J. J. Mohr and R. E. Fassinger
Sexual Orientation Identity and Romantic Relationship Quality in Same-Sex Couples
Pers Soc Psychol Bull,
August 1, 2006;
32(8):
1085 - 1099.
[Abstract]
[PDF]
|
|
|
|
|
|
|
M. H. Stigler, K. Kugler, K. Komro, M. Leshabari, and K. Klepp
AIDS education for Tanzanian youth: a mediation analysis
Health Educ. Res.,
August 1, 2006;
21(4):
441 - 451.
[Abstract]
[Full Text]
[PDF]
|
|
|
|
|
|
|
J. Belsky, E. Melhuish, J. Barnes, A. H Leyland, H. Romaniuk, and National Evaluation of Sure Start Research Team
Effects of Sure Start local programmes on children and families: early findings from a quasi-experimental, cross sectional study
BMJ,
June 24, 2006;
332(7556):
1476.
[Abstract]
[Full Text]
[PDF]
|
|
|
|
|
|
|
K. A. Komro, C. L. Perry, S. Veblen-Mortenson, M. H. Stigler, L. M. Bosma, K. A. Munson, and K. Farbakhsh
Violence-Related Outcomes of the D.A.R.E. Plus Project
Health Educ Behav,
June 1, 2004;
31(3):
335 - 354.
[Abstract]
[PDF]
|
|
|
|
|
|
|
D. M. Murray, S. P. Varnell, and J. L. Blitstein
Design and Analysis of Group-Randomized Trials: A Review of Recent Methodological Developments
Am J Public Health,
March 1, 2004;
94(3):
423 - 432.
[Abstract]
[Full Text]
[PDF]
|
|
|
|
|
|
|
D. J. Bauer
Estimating Multilevel Linear Models as Structural Equation Models
Journal of Educational and Behavioral Statistics,
January 1, 2003;
28(2):
135 - 167.
[Abstract]
[PDF]
|
|
|
|
|
|
|
K. A. Komro, C. L. Perry, C. L. Williams, M. H. Stigler, K. Farbakhsh, and S. Veblen-Mortenson
How did Project Northland reduce alcohol use among young adolescents? Analysis of mediating variables
Health Educ. Res.,
February 1, 2001;
16(1):
59 - 70.
[Abstract]
[Full Text]
[PDF]
|
|
|
|
|
