| COMPUTER PROGRAMS
Lockwood, C., & MacKinnon, D. P. (1998).
Bootstrapping the standard error of the mediated effect. Presented at the 23rd Annual Meeting of SAS Users Group International.
MacKinnon, D. P. (1992). Statistical simulations in CALIS. Proceedings of the 17th
Annual SAS Users Group International Conference 1992, (pp.1199-1203). Cary, NC:
SAS Institute, Inc.
Wang, E., Gong, A., & MacKinnon, D. P. (1991). A program to compute odds ratios and
confidence intervals from LOGIST output. In Sugi 16. Proceedings of the 16th
Annual SAS Users Group International Conference 1991, 1228-1231. Reprinted in total in
SAS Macro Facility Tips and Techniques, Version 6, First edition.
MacKinnon, D. P., & Wang, E. (1989). INDIRECT: A program to calculate indirect
effects and their standard errors.
MacKinnon, D. P., & Wang, E. (1989). A SAS/IML matrix program to estimate indirect
effects and their standard errors. SUGI 14: Proceedings of the Statistical Analysis
System Conference (pp. 1151-1156). Cary, NC: SAS Institute, Inc.
MANUSCRIPTS IN PREPARATION
Merrill, R., MacKinnon, D. P., & Mayer, L. (2005). Estimating mediated moderator effects in treatment studies . Manuscript in preparation.
MacKinnon, D. P., & Tein, J. -Y. (2005). Standard error of the three-path mediated effect . Manuscript in preparation .
Morgan-Lopez, A. A., MacKinnon, D. P., & Tein, J.-Y (2005). Balancing computational ease, statistical power and type I error rates in mediated baseline by treatment interaction models. Manuscript in preparation.
Fairchild, A. J., MacKinnon, D. P., & Taborga, M. P. (2006). R 2 effect-size measures for the mediated effect. Manuscript in preparation.
Fritz, M. S., & MacKinnon, D. P. (2006). Plotting the mediated effect: A graphical method of examining mediation. Manuscript in preparation.
MANUSCRIPTS SUBMITTED
MacKinnon, D.P., Yoon, M., Lockwood, C.M., &
Taylor, A. (2005). A comparison of methods to test mediation and other
intervening variable effects in logistic regression. Submitted to Psychological Methods.
MacKinnon, D.P., Yoon, M., Ryu, E., & Fairchild, A. (2005). Evaluation of the proportion mediated measure of mediation . Submitted to the British Journal of Mathematical and Statistical Psychology.
Fairchild, A. J., & MacKinnon, D. P. (2005) Tests of significance for a person-centered approach to mediation. Submitted to Multivariate Behavioral Research.
Taylor, A. B., & MacKinnnon, D. P. (2005). Permutation tests for mediation. Submitted to Multivariate Behavioral Research.
Tofighi, D., MacKinnon, D. P., & Yoon, M. (2006). Covariance among regression coefficients in a single mediator model. Submitted to the British Journal of Mathematical and Statistical Psychology.
PUBLICATIONS
MacKinnon, D. P. (in press). Mediating variable. In D. Matsumoto (Ed.) The Cambridge Dictionary of Psychology. Cambridge University Press.
Fritz, M. S., & MacKinnon, D. P. (2008). A graphical representation
of the mediated effect. Behavior Research Methods, 40, 55-60.
1.
Taylor, A. B., MacKinnon, D. P., & Tein, J. Y. (2008). Tests of the
three-path mediated effect. Organizational
Research Methods, 11, 241-269.
Williams,
J., & MacKinnon, D. P. (2008). Resampling and distribution of the product
methods for testing indirect effects in complex models. Structural Equation
Modeling, 15, 23-51.
MacKinnon, D.P. (2008). Introduction to statistical mediation
analysis. Mahwah, NJ: Erlbaum.
1.
MacKinnon, D. P., *Lockwood, C. M., Brown, C.H., & *Hoffman, J. M.
(2007). The intermediate endpoint effect in logistic and probit regression.
Clinical Trials, 4, 499 - 513.
1.
MacKinnon, D. P., Fritz, M. S., Williams, J., & Lockwood, C. M. (2007).
Distribution of the product confidence limits for the indirect effect: Program
PRODCLIN. Behavior Research Methods, 39, 384 - 389.
MacKinnon, D. P., Fairchild, A. J., Fritz, M. S. (2007). Mediation analysis. Annual Review of Psychology, 58, 593 -614.
Fritz, M. S., & MacKinnon, D. P. (2007). Required sample size to detect the mediated effect. Psychological Science, 18(3), 233-239.
Morgan-Lopez, A. A., & MacKinnon, D. P. (2006). Demonstration and evaluation of a method to assess mediated moderation. Behavior Research Methods, 38 (1), 77-87 .
Tein, J.-Y., Sandler, I. N., MacKinnon, D. P., &
Wolchik, S. A. (2004). How did it work? Who did it work for?
Mediation in the context of a moderated prevention effect for children
of divorce. Journal of Consulting and Clinical Psychology, 72(4), 617-624.
MacKinnon, D. P.,Lockwood, C. M., & Williams, J.
(2004). Confidence limits for the indirect effect: Distribution of the
product and resampling methods. Multivariate Behavioral Research, 39(1), 99-128.
Cheong, J., MacKinnon, D. P., & Khoo, S.-T. (2003).
Investigation of mediational processes using parallel process latent
growth curve modeling. Structural Equation Modeling, 10(2), 238-262.
MacKinnon, D. P., & Dwyer, J. H. (2003). Major data
analysis issues in drug abuse prevention research. In Z. Sloboda &
W. J. Bukoski (Eds.), Handbook for drug abuse prevention: theory, science, and practice (pp. 541-556). Kluwer Academic/ Plenum Publishing: New York.
MacKinnon, D. P., & Lockwood, C. M. (2003). Advances
in statistical methods for substance abuse prevention research.
Prevention Science, 4(3), 155-171.
Morgan-Lopez, A. A., Castro, F. G., Chassin, L., &
MacKinnon, D. P. (2003). A mediated moderation model of cigarette use
among Mexican-American youth. Addictive Behaviors, 28 (3), 583-589.
Tein, J.-Y., & MacKinnon, D. P. (2003). Estimating mediated effects with survival
data. H. Yanai, A. O. Rikkyo, K. Shigemasu, Y. Kano, J. J. Meulman (Eds.) New
Developments on Psychometrics (pp. 405-412). Tokyo, Japan: Springer-Verlag Tokyo Inc.
MacKinnon, D. P., Taborga, M. P., & Morgan-Lopez, A. A. (2002). Mediation designs
for tobacco prevention research. Drug and Alcohol Dependence, 68, S69-S83.
MacKinnon, D. P., Lockwood, C. M., Hoffman, J. M., West, S. G., &
Sheets, V. (2002). A comparison of methods to test the significance of the mediated
effect. Psychological Methods, 7(1), 83-104.
MacKinnon, D. P. (2002). Mediating variable. In N. J. Smelser & P.
B. Baltes (Eds.), International encyclopedia of the social and behavioral sciences
(pp. 9503-9507). New York: Elsevier.
Cheong, J., MacKinnon, D. P., & Khoo, S. T. (2001). A latent growth modeling
approach to mediation analysis. In L. M. Collins & A. Sayer (Eds.), New methods for
the analysis of change (pp. 390-392). Washington, DC: American Psychological
Association.
MacKinnon, D. P. (2001). Commentary on Donaldson, Mediator and moderator analysis in
program development. In S. Sussman (Ed.), Handbook of program development for health
behavior research and practice (pp. 497-500). Thousand Oaks, CA: Sage.
Krull, J. L., & MacKinnon, D. P. (2001). Multilevel modeling of individual and
group level mediated effects. Multivariate Behavioral Research, 36, 249-277.
MacKinnon, D. P. (2000). Contrasts in multiple mediator models. In J. Rose, L. Chassin,
C. C. Presson, & S. J. Sherman (Eds.), Multivariate applications in substance use
research: New methods for new questions (pp. 141-160). Mahwah, NJ:
Erlbaum.
MacKinnon, D. P., Goldberg, L., Clarke, G. N., Elliot, D. L., Cheong, J., Lapin, A.,
Moe, E. L., & Krull, J. L. (2001). Mediating mechanisms in a program to reduce
intentions to use anabolic steroids and improve exercise self-efficacy and dietary
behavior. Prevention Science, 2, 15-28.
MacKinnon, D. P., Krull, J. L., & Lockwood, C. M. (2000). Equivalence of the
mediation, confounding, and suppression effect. Prevention Science, 1, 173-181.
Sandler, I. N., Kim-Bae, L. S., & MacKinnon, D. P. (2000). Coping and negative
appraisal as mediators between control beliefs and psychological symptoms in children of
divorce. Journal of Clinical Child Psychology, 29, 336-347.
Krull, J. L. & MacKinnon, D. P. (1999) Multilevel mediation modeling in group-based
intervention studies.Evaluation Review, 23, 418-444.
Lockwood, C., & MacKinnon, D. P. (1998). Bootstrapping the standard error of the
mediated effect. Proceedings of the 23rd Annual Meeting of SAS Users Group
International. (pp. 997-1002). Cary, NC: SAS Institute, Inc.
Finch, J., West, S., & MacKinnon, D. P. (1997) Effects on non-normality on mediated
effect estimates. Structural Equation Modeling, 4, 87-107.
Sandler, I. N., Wolchik, S.A., MacKinnon, D.P., Ayers, T.S., & Roosa, M.W. (1997).
Developing linkages between theory and intervention in stress and coping processes in Handbook
of children's coping: Linking theory and intervention. Plenum Press: New York.
West, S., & Aiken, L. (1996). Toward understanding individual effects in multiple
component prevention programs: Design and analysis strategies. In K. Bryant, M. Windle,
& S. G. West (Eds.), New methodological approaches to prevention research (pp.
167-209). Washington, DC: American Psychological Association.
MacKinnon, D. P., Warsi, G., & Dwyer, J. H. (1995). A simulation study of mediated
effect measures. Multivariate Behavioral Research, 30, 41-62.
MacKinnon, D. P. (1994). Analysis of mediating variables in prevention intervention
studies. In A. Cazares and L. A. Beatty (Eds.), Scientific methods for prevention
intervention research (pp.127-153). Washington, DC: NIDA Research Monograph 139, DHHS
Pub. 94-3631.
MacKinnon, D. P., & Dwyer, J. H. (1993). Estimating mediated effects in prevention
studies. Evaluation Review, 17, 144-158.
MacKinnon, D. P., Johnson, C. A., Pentz, M. A., Dwyer, J. H., Hansen, W. B., Flay, B.
R., & Wang, E. (1991). Mediating mechanisms in a school-based drug prevention program:
One year effects of the Midwestern Prevention Project. Health Psychology, 10,
164-172.
MacKinnon, D. P., Weber, M. D., & Pentz, M. A. (1989). How do
school-based drug prevention programs work and for whom? Drugs and Society, 3,
125-143.
MEDIATION CONFERENCE
Mediation Conference was held Monday, March 23 and
Tuesday, March 24, 1998 at Arizona State University. To learn more
about this conference, see the Mediation Conference page.
PRESENTATIONS
Fairchild, A. J., MacKinnon, D. P. (2007, May). Joint analysis of moderation and mediation effects in single sample designs. Paper submitted to the 15th annual meeting of the Society for Prevention Research, Washington, DC.
Fairchild, A. J., MacKinnon, D. P. (2007, May). Causal inference in mediation models. Paper submitted to the 15th annual meeting of the Society for Prevention Research, Washington, DC.
MacKinnon, D. P. (2007, May). Dual process models. Paper submitted to the 15th annual meeting of the Society for Prevention Research, Washington, DC.
Wang, W. & MacKinnon, D. P. (2007, May). Moderation and mediation with a binary dependent variable. Paper submitted to the 15th annual meeting of the Society for Prevention Research, Washington, DC.
Taylor, A. B., MacKinnon, D. P., Fritz, M. S. (2007, May). Joint analysis of moderation and mediation effects in single sample designs. Poster submitted to the 15th annual meeting of the Society for Prevention Research, Washington, DC.
MacKinnon, D. P. (2007, March). Moderators and mediators. Invited presentation at National Cancer Institute, Washington, DC.
MacKinnon, D. P. (2007, March). Methods to assess how interventions change behavior. Invited presentation at Health Maintenance Consortium, Washington, DC.
MacKinnon, D. P. (2006, November). Mediation for physical activity interventions. Invited presentation at the National Institutes for Health Grantee Meeting for Mechanisms of Physical Activity, Denver, CO.
MacKinnon, D. P. (2006, November). Mediation. Invited presentation at the University of Southern California, Los Angeles.
MacKinnon, D. P. (2006, November). Designs for investigating mediation variables. Invited presentation at Stanford University, Palo Alto, CA.
Fritz, M. S., & MacKinnon, D. P. (2006, May). Plots of the XM interaction in models of the mediated effect. Poster presented to the 14th annual meeting of the Society for Prevention Research, San Antonio, TX.
Feaster, D. J., McCabe, B., & MacKinnon, D. P. (2006, May). Using repeated observations to estimate person-specific models of mediation. Paper presented to the 14th annual meeting of the Society for Prevention Research, San Antonio, TX.
Taylor, A. B., & MacKinnon, D. P. (2006, May). A permutation test for mediation. Poster presented to the 14th annual meeting of the Society for Prevention Research, San Antonio, TX.
MacKinnon, D.P. (2006, April). New methods for mediation analysis . Invited presentation at the 86th annual Convention of the Western Psychological Association.
MacKinnon, D.P. (2005, October). Issues in mediation modeling in prevention effectiveness trials.
Workshop presentation to the New Directions for Mental Health and Drug
Abuse Effectiveness and Dissemination Trial Research and Methodology.
Baltimore, MD.
Fairchild, A. J., & MacKinnon, D. P. (2005, August). Developing significance tests for a person-centered approach to mediation. Poster presented at the 113 th annual convention of the American Psychological Association, Washington, D.C.
Cheong, J., MacKinnon, D., Williams, J., & Fritz, M. (2005, May). Evaluation of longitudinal mediating mechanisms of a drug prevention program for adolescent athletes.
A paper to be presented at the annual convention of the Society for
Prevention Research. [Submitted for consideration of presentation]
Washington, DC.
Fritz, M.S., & MacKinnon, D.P. (2005, May). Sample size and statistical power in tests of mediation. A paper presented at the annual meeting of the Society for Prevention Research, Washington, D.C.
Lockwood, C. M., MacKinnon, D. P., Brown, C. H., & Hoffman, J. M. (2005, May). Mediation analysis with binary outcomes. A paper presented at the 13 th annual meeting of the Society for Prevention Research, Washington, D.C.
MacKinnon, D. P. (2005, May). Statistical mediation analysis . Invited Presentation Center for Disease Control AIDS/HIV Prevention Quantitative group.
Tein, J.-Y., MacKinnon, D. P., & Kwok, O.-M. (2005,
May). Method of probing simple mediation effects for models with
combined mediated and moderated effects. A paper presented at the 13 th
annual meeting of the Society for Prevention Research, Washington, D.C.
MacKinnon, D. P. (2005, April). Mediation and moderation in alcohol and tobacco research . Workshop presentation for the Second East-West Conference on Tobacco and Alcohol Use m eeting at the, Pasadena, CA.
MacKinnon, D. P. (2005, March). Mediation models for longitudinal data. Invited presentation at the Psychology Department, University of Arizona, Tucson, AZ.
MacKinnon, D. P. (2005, March). Mediation analysis in drug prevention studies. Invited presentation at the Family Studies Department, University of Arizona, Tucson, AZ.
MacKinnon, D. P. (2005, February). Longitudinal mediation models. Invited presentation at Vanderbilt University, Nashville, TN.
MacKinnon, D.P. (2004, November) Mediation models for longitudinal data. Presentation given at the Arizona State University Prevention in Research Center Postdoc seminar, Tempe, AZ.
MacKinnon, D.P., Yoon, M., & Ryu, E. (2004, July). Evaluation of the proportion mediated effect size measure. Abstract presented at the 112 th annual convention of the American Psychological Association, Honolulu, HI.
MacKinnon, D.P., Williams, J., Lockwood, C., & Fritz, M. (2004, July). Empirical power of 20 mediation tests. Abstract presented at the 112 th annual convention of the American Psychological Association, Honolulu, HI.
Williams, J., & MacKinnon, D.P. (2004, July). Power and type I error rates of contrasts of indirect effects. Abstract presented at the 112 th annual convention of the American Psychological Association, Honolulu, HI.
MacKinnon, D.P. (2004, June ). Introduction to statistical mediation analysis . Presentation given at the Research Foundation of SUNY, Buffalo,NY.
MacKinnon, D.P., Jo, B., Brown, C. H., Kellam, S. G., & Sobel, M. (2004, May). Mediation and moderation in prevention research. Abstract presented at the 12 th annual meeting of the Society for Prevention Research, Québec City, Québec.
MacKinnon, D.P., Williams, J., & Yoon, M. (2004, May). Evaluation of mediation tests from surrogate endpoints research. Abstract presented at the 12 th annual meeting of the Society for Prevention Research, Québec City, Québec.
Weaver, S., Cheong, J., & MacKinnon, D. P. (2004, May). Ethnic differences in alcohol use and peer norms: Investigation of a mediation model. Abstract presented at the 12 th annual meeting of the Society for Prevention Research, Québec City, Québec.
MacKinnon, D. P. (2004, May). New designs and methods for trials research. Poster chair session at the 12 th annual meeting of the Society for Prevention Research, Québec City, Québec.
MacKinnon, D.P. (2004, April). Statistical mediation analysis . Workshop presentation at the 84th annual convention of the Western Psychological Association, Phoenix, AZ.
MacKinnon, D.P., & Alwin, D. (2004, March). Led a
breakout discussion section at the Merrill Advanced Studies Center
conference on Modeling Developmental Processes in Ecological Context, Tempe, AZ.
MacKinnon, D.P. (2004, March). Methodology for MH/drug prevention & early intervention mediation analysis. Presentation to the University of South Florida Prevention Science & Methodology Group. Tampa, FL.
MacKinnon, D. P. (2004, February). National Institute on
Drug Abuse Meeting on the Mechanisms of Action of Behavioral
Treatments, Washington, DC.
MacKinnon, D.P. (2003, December). Mediators, moderators, & more. University of Southern Florida, Tampa, FL.
MacKinnon, D.P. (2003, November). Finding structural needles in statistical haystacks: Methods for identifying mediators and moderators. Mediators
& Moderators Workshop, Western Psychiatric Institute & Clinic
at the University of Pittsburgh School of Medicine, Pittsburgh, PA.
MacKinnon, D.P. (2003, November). Moderators and mediators of treatments in randomized controlled trials. Association for Advancement of Behavior Therapy, Boston, MA.
MacKinnon, D.P. (2003, July). Mediation analysis in social psychology , workshop on mediation. Society of Personality and Social Psychology Summer Institute in Social Psychology, Boulder, CO.
MacKinnon, D.P., Yoon, M., Lockwood, C. (June 2003).
Comparison of methods to assess mediation in logistic regression.
Abstract submitted for presentation at the 11th annual Society for
Prevention Research, Washington, D.C.
MacKinnon, D.P. (2003, March). Comparison of single sample and resampling tests for mediation. Society for Prevention Research, Washington, DC.
Morgan-Lopez, A. A. (2002). Bias-corrected bootstrap estimation of mediated baseline by treatment interaction effects in intervention trials.
Invited colloquium presented at Quantitative Methodology in Prevention
Seminar Series, The Methodology Center, The Pennsylvania State
University, University Park, PA, November 8, 2002.
Morgan-Lopez, A. A., MacKinnon, D. P., Goldberg, L., & Moe, E. L. (2002, May-June). The
influence of participation in athletics on adolescent intoxication and
DUI: A multi-level, multiple-mediator model of sport-specific risk and
protection. Abstract submitted for presentation at the Society for Prevention Research annual meeting, Seattle, WA.
Cheong, J., MacKinnon, D. P., & Pentz, M. A. (2002: June). Evaluation of the mediating mechanisms of a drug prevention program to reduce adolescent DUI. Poster presented at the annual meeting of the Research Society on Alcoholism, San Francisco, CA.
Cheong, J., & MacKinnon, D. P. (2002, May-June). A simulation study on latent growth model to test mediation. Paper presented at the 10th annual meeting of the Society for Prevention Research, Seattle, WA.
Williams, J., MacKinnon, D. P., & Cheong, J. (2002, May). The effect of missing data techniques on mediated program estimates. Poster presented at the 10th annual meeting of the Society for Prevention Research, Seattle, WA.
MacKinnon, D. P., Lockwood, C. M., Williams, J., & Anderson, G. (2002, May). A comparison of single sample and resampling tests for the mediated effect. Paper presented at the 10th annual meeting of the Society for Prevention Research, Seattle, WA.
MacKinnon, D. P., Cheong, J., Goldberg, L., Williams, J., & Moe, E. (2002, May). Mediating mechanisms in the second cohort of a program to prevent anabolic steroid use. Paper presented at the 10th annual meeting of the Society for Prevention Research, Seattle, WA.
Williams, J., & MacKinnon, D.P. (2002). Selection bias and the estimation of the mediated effect. Poster presented at the 10th annual meeting of the Western Psychological Association, Irvine, CA.
Yoon, M., MacKinnon, D. P., & Lockwood, C. M. (2002, April). The difference in coefficient test for mediation in logistic regression. Poser presented at the annual meeting of the Western Psychological Association, Irvine, CA.
Tein, J. -Y., & MacKinnon, D. P. (2001, July). Estimating mediated effects with survival data. Presented at the International Meeting of the Psychometric Society, Osaka, Japan.
MacKinnon, D. P., Taborga, M. P., & Morgan-Lopez, A. A. (2001, June). Mediation designs for tobacco prevention research. Presented at the 9th annual meeting of the Society for Prevention Research, Washington, DC.
Morgan-Lopez, A. A., & MacKinnon, D. P. (2001, June). A mediated moderation model simulation: Mediational processes that vary as a function of second predictors. [Abstract]. Presented at the 9th annual meeting of the Society for Prevention Research, Washington, DC.
MacKinnon, D. P., & Lockwood, C. M. (2001, May). An approximate randomization test for the mediated effect. Abstract presented at the annual meeting of the Western Psychological Association, Maui, HI.
Tein, J. -Y., Sandler, I. N., MacKinnon, D. P., & Wolchik, S. A. (2000, June). Testing of mediation when program effects interact with pretest mediator of outcome variables. Paper presented at the 8th annual meeting of the Society for Prevention Research Conference, Montreal, Quebec.
Morgan-Lopez, A. A., Castro, F. G., Chassin, L. A. & MacKinnon, D. P. (2000, June). A mediated moderation model of tobacco use in Mexican-American youth. Paper presented at the 8th annual meeting of the Society for Prevention Research, Montreal, Quebec.
Taborga, M. P., MacKinnon, D. P., & Krull, J. L. (1999, June). A simulation study of effect size measures in mediation models. Poster presented at the 7th Annual Meeting of the Society for Prevention Research, New Orleans, LA.
Cheong, J., MacKinnon, D. P., & Khoo, S. T. (1998, October). A latent growth modeling approach to mediation analysis. Poster session presented at the Conference on New Methods for the Analysis of Change, State College, PA.
Krull, J. (1998). Mediation in multilevel models. Presented at the Mediation Conference, ASU, Tempe, AZ on March 14, 1998.
MacKinnon, D. P. (1998). Distribution of products approaches to testing the significance of mediation effects. Presented at the Mediation Conference, ASU, Tempe, AZ on March 23, 1998.
MacKinnon, D. P., Lockwood, C., & Hoffman, J. (1998). A new method to test for mediation. Presented at the Society for Prevention Research Annual Meeting in Park City, Utah on June 5, 1998.
Tein, J-Y. (1998). Testing of mediation effect with two mediators in the causal chain. Presented at the Mediation Conference, ASU, Tempe, AZ on March 23, 1998.
West, S., & Aiken, L. (1998). Toward understanding effects of individual components in multicomponent interventions. Presented at the 1998 Mediation Conference, ASU, Tempe, AZ on March 24, 1998.
Lockwood, C., & MacKinnon, D. P. (1997). Power to detect mediated effects. Meeting of the Western Psychological Association, Seattle, WA.
MacKinnon, D. P., & Tein, J-Y. (1997). Mediation models for implementation data. Prevention Research Methodology Group, Seattle, WA.
MacKinnon, D. P., & Krull, J. (1997). Inconsistent mediation models. Presented at the 1997 meeting of the American Psychological Association, Chicago, IL.
MacKinnon, D. P. (1997). Mediation effects in prevention studies. Invited paper for the 1997 meeting of the American Psychological Association, Chicago, IL.
Tien, J-Y., & MacKinnon, D. P. (1997). Multiple path mediation models. Presented at the 1997 meeting of the American Psychological Association, Chicago, IL.
List of publications and presentations from the MEDIATION grant
M2
indicates that the paper was completed during the 2002-2008 funding period. M1
indicates that the paper was completed during the 1996-2001 funding period. P
indicates that the paper was completed as part of the pilot grant, 1990-1991.
Barrera,
M., Jr., Prelow, H. M., Dumka, L. E., Gonzales, N. A., Knight, G. P., Michaels,
M. L., Roosa, M. W., & Tein, J.-Y.
(2002). Pathways from family economic
conditions to adolescents' distress: Supportive parenting, stressors outside
the family, and deviant peers. Journal
of Community Psychology, 30, 135-152. [M1]
Barrera,
M., Jr., Toobert, R. E., Angell, D., Glasgow, K., & MacKinnon, D. P.
(2006). Social support and social-ecological resources as mediators of
lifestyle intervention effects for type 2 diabetes. Journal of Health
Psychology, 11, 483-495. [M2]
Barrera,
M., Jr., Strycker, L. A., MacKinnon, D. P., Toobert, D. J. (2008).
Social-ecological resources as mediators of two-year diet and physical activity
outcomes in type 2 diabetes patients. Health Psychology, 27, S118-S125. [M2]
http://psycnet.apa.org/?fa=main.doiLanding&doi=10.1037/0278-6133.27.2(Suppl.).S118
Brown,
C. H., Wang, W., Kellam, S. G., Muthen, B. O., Petras, H., Toyinbo, P.,
Poduska, J., Ialongo, N., Wyman, P. A., Chamberlain, P., Sloboda, Z.,
MacKinnon, D. P., & Windham, A. (2008). Methods for testing theory and
evaluating impact in randomized field trials: Intent-to-treat analyses for
integrating the perspectives of person, place, and time. Drug and Alcohol
Dependence, 95s, s74-s104. [M2] http://linkinghub.elsevier.com/retrieve/pii/S0376871607004425
Cerin,
E., & MacKinnon, D. P. (in press). A
commentary on current practice in mediating variable analyses in behavioural
nutrition and physical activity. Public Health Nutrition. [M2]
Cheong, J., & MacKinnon, D. P. (2002, May). A
simulation study of a latent growth model to test mediation. Poster presented at the annual meeting
of the Society for Prevention Research, Seattle,
WA. [M1]
Cheong, J. & MacKinnon, D. P. (2008, May).
Accuracy of estimates and statistical power for testing mediation in latent
growth modeling. Paper presented at the annual convention of the Association
for Psychological Science, Chicago,
IL. [M2]
Cheong, J., MacKinnon, D. P., & Khoo, S.-T.
(2001). A latent growth modeling approach to mediation analysis. In L. M.
Collins & A. Sayer (Eds.), New methods for the analysis of change (pp. 390-392). Washington, DC: American Psychological Association. [M1]
Cheong,
J., MacKinnon, D. P., & Khoo, S.-T. (2003). Investigation of mediational
processes using parallel process latent growth curve modeling. Structural
Equation Modeling, 10, 238-262.
[M1] http://www.informaworld.com/smpp/content~content=a785833123~db=all
Cheong, J., MacKinnon, D. P., & Pentz, M. A.
(2002, June). Evaluation of the mediating
mechanisms of a drug prevention program to reduce adolescent DUI. Poster
presented at the annual meeting of the Research Society on Alcoholism, San Francisco, CA. [M1]
Cheong,
J., MacKinnon, D. P., Williams, J., & Fritz, M. S. (2005, May). Evaluation
of longitudinal mediating mechanisms of a drug prevention program for
adolescent athletes. Paper presented at the annual meeting of the Society
for Prevention Research, Washington,
DC. [M2]
Cheong, J., MacKinnon, D. P., Williams, J.,
Goldberg, L., & Moe, E. (2002, May). Long-term program effects of a
program to prevent anabolic steroid use. Poster presented at the annual
meeting of the Society for Prevention Research, Seattle, WA.
[M1]
Deng,
S., Lopez, V., Roosa, M. W., Ryu, E., Burrell, G., Tein, J.-Y., & Crowder,
S. (2006). Family processes mediating the relationship of neighborhood
disadvantage to early adolescent internalizing problems. Journal of Early Adolescence, 26, 206-231. [M2] http://jea.sagepub.com/cgi/content/abstract/26/2/206
Dinh,
K. T., Castro, F. G., Tein, J.-Y., & Kim, S Y. (in press) Cultural
predictors of physical and mental health status among Mexican American women: A
mediation model. American Journal of
Community Psychology. [M2]
Dinh, K. T., Roosa, M. W.,
Tein, J.-Y., & Lopez, V.A. (2002). The
relationship between acculturation and problem behavior proneness in a Hispanic
youth sample: A longitudinal mediation model. Journal of Abnormal Child
Psychology, 30, 295-309. [M1]
Dwyer,
J. H., & MacKinnon, D. P. (1991). Estimating mediated effects in risk
regression models. American Journal of Epidemiology, 134, 716. [P].
Fairchild,
A.J., MacKinnon, D.P., Taborga, M., & Taylor, A.B. (in press). R2
Effect-size Measures for Mediation Analysis. Behavioral Research
Methods. [M2]
Fairchild, A.J., & MacKinnon, D.P. (in press).
A General Model for Testing Mediation and Moderation Effects. Prevention
Science. [M2]
Fairchild,
A. J., & MacKinnon, D. P. (in preparation). Tests of significance for a person-centered approach to mediation.
Manuscript in preparation. [M2]
Fairchild,
A. J., & MacKinnon, D. P. (2005, August). Developing significance tests
for a person-centered approach to mediation. Poster presented at the annual meeting of the
American Psychological Association, Washington,
D.C. [M2]
Fairchild, A. J., & MacKinnon, D. P. (2008,
May). Applied examples of models with
mediation and moderation. Paper presented at the annual convention of the
Association for Psychological Science, Chicago,
IL. [M2]
Fairchild,
A. J., MacKinnon, D. P., Elliot, D. L., & Moe, E. (2006, May). Mediation analysis of the PHLAME
intervention program. Poster presented at the annual meeting of the Society
for Prevention Research, San Antonio,
TX. [M2].
Feaster,
D. J., McCabe, B., & MacKinnon, D. P. (2006, May). Using repeated observations to estimate person-specific models of
mediation. Paper presented at the annual meeting of the Society for
Prevention Research, San Antonio,
TX. [M2]
Finch,
J. F., West, S. G., & MacKinnon, D. P. (1997). Effects of sample size and
nonnormality on the estimation of mediated effects in latent variable models. Structural
Equation Modeling, 4, 87-107.
[M1] http://eric.ed.gov/ERICWebPortal/custom/portlets/recordDetails/detailmini.jsp?_nfpb=true&_&ERICExtSearch_SearchValue_0=EJ543813&ERICExtSearch_SearchType_0=no&accno=EJ543813
Fritz,
M. S. (2005, March). Required sample size
to detect the mediated effect. (Masters thesis, Arizona State
University). [M2]
Fritz,
M.S., & MacKinnon, D.P. (2005, May). Sample
size and statistical power in tests of mediation. Paper presented at the
annual meeting of the Society for Prevention Research, Washington, D.C.
[M2]
Fritz,
M. S., & MacKinnon, D. P. (2008). A graphical representation of the
mediated effect. Behavior Research Methods, 40, 55-60. [M2] http://www.ingentaconnect.com/content/psocpubs/berm/2008/00000040/00000001/art00007
Fritz,
M. S., & MacKinnon, D. P. (2006, May). Plots
of the XM interaction in models of the mediated effect. Poster presented at
the annual meeting of the Society for Prevention Research, San Antonio, TX.
[M2]
Fritz,
M. S., & MacKinnon, D. P. (2007). Required sample size to detect the
mediated effect. Psychological Science, 18, 233-239. [M2] http://www3.interscience.wiley.com/journal/118505512/abstract
Haine, R. A., Sandler, I. N.,
Wolchik, S. A.,Tein, J.-Y., & Dawson-McClure, S. R. (2003). Changing the legacy of divorce: Evidence from
prevention programs and future directions. Family
Relations, 52, 397-405. [M1]
Kim, L. S., Sandler, I. N., & Tein, J.-Y. (1997). Locus
of control as a stress moderator and mediator in children of divorce. Journal
of Abnormal Child Psychology, 25,
145-155. [M1]
Krull,
J. L., & MacKinnon, D. P. (1999). Multilevel mediation modeling in
group-based intervention studies. Evaluation Review, 23, 418-444. [M1] http://erx.sagepub.com/cgi/content/abstract/23/4/418
Krull,
J. L., & MacKinnon, D. P. (2001). Multilevel modeling of individual and
group level mediated effects. Multivariate Behavioral Research, 36, 249-277. [M1] http://www.informaworld.com/smpp/content~content=a785042741~db=all
Kwok,
O., Haine, R. A., Sandler, I. N., Ayers, T. S., Wolchik, S. A., & Tein,
J.-Y. (2005) Positive Parenting as a Mediator of the Relations between Parental
Psychological Distress and Mental Health Problems of Parentally Bereaved
Children. Journal of Clinical Child and
Adolescent Psychology. 34, 260-271. [M2]
http://www.informaworld.com/smpp/content~content=a783754664~db=all
Lewis
Bate, S., Stigler, M. H., Thompson, M. S., Arora, M., Perry, C. L., Reddy, K.
S., MacKinnon, D. P. (in press). Psychosocial mediators of a school-based
tobacco prevention program in India:
Results from the first year of Project MYTRI. Prevention Science. [M2]
Lockwood,
C. M. (1999). Effects of nonnormality on tests of mediation. Unpublished
master’s thesis, Arizona
State University.
[M1]
Lockwood,
C. M., & MacKinnon, D. P. (1997, April). Power to detect mediated
effects. Paper presented at the
meeting of the Western Psychological Association, Seattle, WA.
[M1]
Lockwood,
C. M., & MacKinnon, D. P. (1998). Bootstrapping the standard error of the
mediated effect. Proceedings of the 23rd annual meeting of SAS
users group international (pp. 997-1002). Cary, NC:
SAS Institute, Inc. [M1] http://www2.sas.com/proceedings/sugi23/Posters/p180.pdf
Lockwood,
C.M., MacKinnon, D.P., Brown, C.H., & Hoffman, J.M. (2005, May). Mediation analysis with binary outcomes. Paper
presented at the annual meeting of the Society for Prevention Research, Washington, DC.
[M2]
MacKinnon,
D. P. (1992). Statistical simulations using the CALIS procedure. Proceedings of the 17th annual SAS users
group international conference
(pp. 1199-1203). Cary, NC: SAS Institute, Inc. [P]
MacKinnon,
D. P. (1994). Analysis of mediating variables in prevention and intervention
research. In A. Cazares & L. A. Beatty (Eds.), Scientific methods for
prevention intervention research (DHHS
Pub. 94-3631, pp.127-153). Washington,
DC: NIDA Research Monograph 139.
[P]
MacKinnon,
D. P. (1997, August). Mediation analysis in prevention research. Invited paper presented at the annual
meeting of the American Psychological Association, Chicago, IL.
[M1]
MacKinnon,
D. P. (1998, March) Distribution of products approaches to testing the
significance of mediation effects. Paper
presented at Arizona State University’s
Conference on Mediation Models in Prevention Research, Tempe, AZ. [M1]
MacKinnon,
D. P. (2000). Contrasts in multiple mediator models. In J. Rose, L. Chassin, C.
C. Presson, & S. J. Sherman (Eds.), Multivariate applications in
substance use research: New methods for new questions (pp.141-160). Mahwah, NJ: Lawrence Erlbaum. [M1]
MacKinnon,
D. P. (2001). Commentary on Donaldson: Mediator and moderator analysis in
program development. In S. Sussman (Ed.), Handbook of program development
for health behavior research and practice (pp. 497-500). Thousand
Oaks, CA: Sage. [M1]
MacKinnon,
D. P., (2001, August). Evaluating
community strategies and programs. Presentation at the 2nd
National Conference on Drug Abuse Prevention, Washington, DC.
[M1]
MacKinnon, D. P. (2001). Mediating variable. In N.
J. Smelser & P. B. Baltes (Eds.), International encyclopedia of the
social and behavioral sciences (pp. 9503-9507). New York: Elsevier. [M1]
MacKinnon, D. P. (2003, March). Comparison of single sample and resampling tests for mediation. Society
for Prevention Research, Washington,
DC. [M2]
MacKinnon, D. P. (2003, July). Mediation analysis in social psychology, workshop on mediation.
Society of Personality and Social Psychology Summer Institute in Social
Psychology, Boulder, CO. [M2]
MacKinnon, D. P. (2003, November). Participant in Finding structural needles in statistical
haystacks: Methods for identifying mediators and moderators. Mediators
& Moderators Workshop, Western Psychiatric Institute & Clinic at the University of Pittsburgh
School of Medicine,
Pittsburgh, PA. [M2]
MacKinnon, D. P. (2003, November). Moderators and mediators of treatments in
randomized controlled trials. Association for Advancement of Behavior
Therapy, Boston, MA. [M2]
MacKinnon, D. P. (2003, December). Mediators, moderators, & more. Presentation
to the Prevention Science Methodology Group. [M2]
MacKinnon, D. P. (2004, February). Presentation at
the National Institute on Drug Abuse Meeting on the Mechanisms of Action of
Behavioral Treatments, Washington,
D.C. [M2]
MacKinnon, D.P. (2004, March). Methodology for MH/drug prevention & early intervention mediation
analysis. Presentation to the
University of South Florida Prevention Science & Methodology Group, Tampa, FL. [M2]
MacKinnon, D. P. (2004, April). Surrogate endpoints and mediators. Presentation to the Prevention
Science Methodology Group. [M2]
MacKinnon, D. P. (2004, April). Statistical mediation analysis. Invited workshop presented at the
annual meeting of the Western Psychological Association, Phoenix, AZ. [M2]
MacKinnon, D. P. (2004, May). Mediation and moderation. Guest Lecture on Introductory
Biostatistics, University of South Florida, Tampa.
[M2]
MacKinnon, D. P. (2004, May). New designs and methods for trials research. Poster session chair
at the 12th annual meeting of the Society for Prevention Research, Quebec City, Quebec.
[M2]
MacKinnon, D. P. (2004, June). Introduction to statistical mediation analysis. Invited workshop
presentation at the University of Buffalo, Buffalo,
NY. [M2]
MacKinnon, D.P. (2004, November). Mediation analysis with longitudinal data. Presentation to the Arizona
State University
postdoctoral seminar in prevention science, Tempe, AZ. [M2]
MacKinnon, D.P. (2005, February). Mediation models for longitudinal data.
Invited presentation to the Vanderbilt Psychology Department, Nashville, TN. [M2]
MacKinnon, D.P. (2005, March). Mediation models for longitudinal data. Presentation to the
University of Arizona Psychology Department, Tucson, AZ. [M2]
MacKinnon, D.P. (2005, March). Mediation analysis in drug prevention studies. Presentation to the University of Arizona
Family Studies, Tucson,
AZ. [M2]
MacKinnon, D.P. (2005, March). Statistical mediation analysis. Workshop for the University of
Arizona Family Studies Department, Tucson,
AZ. [M2]
Mackinnon, D. P. (2005, April) Mediation and moderation in alcohol and tobacco research.
Presentation at the East-West conference on Tobacco and Alcohol use, Pasadena, CA. [M2]
MacKinnon, D.P. (2005, May). Statistical mediation analysis. Center for Disease Control AIDS/HIV
Prevention Quantitative Group, Conference call presentation. [M2]
MacKinnon, D.P. (2005, October). Issues in mediation modeling in prevention
effectiveness trials. Workshop presentation to the New Directions for
Mental Health and Drug Abuse Effectiveness and Dissemination Trial Research and
Methodology. Baltimore, MD. [M2]
MacKinnon, D.P. (2006, April). New methods
for mediation analysis. Invited
presentation at the annual meeting of the Western Psychological Association, Palm Springs, CA. [M2]
MacKinnon, D. P. (2006, May). Multilevel mediation symposium.
Symposium presented at the annual meeting of the Society for Prevention
Research, San Antonio, TX. [M2]
MacKinnon, D. P. (2006, November). Some new results on mediation analysis. Presentation
to the University of Southern California Institute for Prevention
Research, Alhambra,
CA. [M2]
MacKinnon, D. P. (2006, November). Mediation for physical activity
interventions. Invited presentation at the National Institutes for Health
Grantee Meeting for Mechanisms of Physical Activity, Denver, CO. [M2]
MacKinnon, D. P. (2006, November). Designs for investigating mediation
variables. Invited presentation at Stanford
University, Palo Alto, CA. [M2]
MacKinnon, D. P. (2007, March). Moderators and mediators. Invited presentation at National Cancer
Institute, Washington, DC. [M2]
MacKinnon, D. P. (2007, March). Methods to assess how interventions change behavior. Invited
workshop at Health MaintenanAt 95% confidence, the interval isce Consortium, Washington, DC.
[M2]
MacKinnon, D. P. (2007, June). Statistical Mediation in AIDS/HIV Prevention and Treatment. Invited
workshop at the Center for AIDS prevention research, University
of California, San Francisco. [M2]
MacKinnon, D. P. (2007, July). Introduction to Statistical Mediation. Invited workshop at of California State
University, Long Beach. [M2]
MacKinnon, D. P. (2007, November, 2). Importance of Mediation in Behavioral
Science Research. Invited presentation at the Harvard School of Public
Health, Harvard University. [M2]
MacKinnon, D. P. (2007, November, 15). Advances in mediation analysis: New Tests
and Longitudinal Models. Invited presentation in the Psychology Department
at the University of California, Davis.
[M2]
MacKinnon, D. P. (2008, March). Longitudinal mediation models
for long term effects. Prevention Science Methodology Meeting. Baltimore, MA.
[M2]
MacKinnon, D. P. (2008, June). Introduction to Statistical
Mediation Analysis. Invited 3-day
workshop, University Park, PA. [M2]
MacKinnon, D. P. (2008, June). Mediation analysis for alcohol treatment. Invited presentation at the NIAA/RSA
symposium on mediating mechanisms in alcohol treatment. Washington,
DC. [M2]
MacKinnon, D. P. (2008, September). Mediation analysis. Invited presentation
University of Alabama,
Birmingham department of biostatistics, Birmingham, AL. [M2]
MacKinnon, D. P. (2008, October). Mediation analysis. Invited workshop at the NIMH AIDS/HIV family
interventions conference, Providence,
RI. [M2]
MacKinnon, D. P. (2008). Introduction to statistical mediation analysis. Mahwah, NJ:
Erlbaum. [M2]
http://www.psypress.com/9780805839746
MacKinnon, D.P. & Cheong, J. (2005, January) Mediation models for longitudinal data.
Presentation to the University of South Florida Prevention Science &
Methodology Group, Tampa,
FL. [M2]
MacKinnon, D. P., Cheong, J., Goldberg, L.,
Williams, J., & Moe, E. (2002, May). Mediating mechanisms in the second
cohort of a program to prevent anabolic steroid use. Paper presented at the annual meeting of the Society for
Prevention Research, Seattle,
WA. [M1]
MacKinnon,
D. P., & Dwyer, J. H. (1993). Estimating mediated effects in prevention
studies. Evaluation Review, 17,
144-158. [P] http://erx.sagepub.com/cgi/content/abstract/17/2/144
MacKinnon,
D. P., & Dwyer, J. H. (2003). Major data analysis issues in drug abuse
prevention research. In Z. Sloboda & W. J. Bukoski (Eds.), Handbook for drug abuse
prevention: theory, science, and practice (pp. 541-556). Kluwer
Academic/ Plenum Publishing: New York.
[M1] http://www.springerlink.com/content/v173787u12241609/
MacKinnon,
D. P, Dwyer, J. H., & Warsi, G. (1992, July). Estimating mediation
effects in logistic and probit regression. Paper presented at the annual meeting of the Psychometric
Society. [P]
MacKinnon,
D.P. & Fairchild, A.J. (in press).
Mediation analysis. Current Directions in Psychology. [M2]
MacKinnon,
D.P. & Fairchild, A.J. (2008). A
simulation study of moderation and mediation. Poster presented at the Annual Meeting of the
Society for Prevention Research, San
Francisco, CA. [M2]
MacKinnon,
D.P. , Fairchild, A.J., & Ohlrich, V. (2008). Mediation
in tobacco treatment. Invited
presentation at the Society for Nicotine and Tobacco Research, Portland, OR.
[M2]
MacKinnon,
D. P., Fairchild, A. J., Fritz, M. S. (2007).
Mediation analysis. Annual Review
of Psychology, 58, 593 -614. [M2] http://arjournals.annualreviews.org/doi/abs/10.1146/annurev.psych.58.110405.085542
MacKinnon,
D. P., Fritz, M. S., Williams, J., & Lockwood, C. M. (2007). Distribution
of the product confidence limits for the indirect effect: Program PRODCLIN. Behavior
Research Methods, 39, 384 - 389. [M2] http://brm.psychonomic-journals.org/content/39/3/384.abstract
MacKinnon,
D. P., Goldberg, L., Clarke, G. N., Elliot, D. L., Cheong, J., Lapin, A., Moe,
E. L., & Krull, J. L. (2001). Mediating mechanisms in a program to reduce
intentions to use anabolic steroids and improve exercise self-efficacy and
dietary behavior. Prevention Science, 2, 15-28. [M1] http://www.ncbi.nlm.nih.gov/pubmed/11519372
MacKinnon,
D. P., Jo, B., Brown, C. H., Kellam, S. G., & Sobel, M. (2004, May). Mediation and moderation in prevention
research. Symposium presented at the annual meeting of the Society for
Prevention Research, Quebec City,
Quebec. [M2]
MacKinnon,
D. P., Johnson, C. A., Pentz, M. A., Dwyer, J. H., Hansen, W. B., Flay, B. R.,
& Wang, E. Y. I. (1991). Mediating mechanisms in a school-based drug
prevention program: First year effects of the Midwestern Prevention Project. Health Psychology, 10, 164-172. [P]
MacKinnon,
D. P., & Krull, J. L. (1997, July). Inconsistent mediation models. Paper presented at the annual meeting
of the American Psychological Association, Chicago, IL.
[M1]
MacKinnon,
D. P., Krull, J. L., & Lockwood, C. M. (2000). Equivalence of the
mediation, confounding, and suppression effect. Prevention Science, 1, 173-181.
[M1] http://www.springerlink.com/content/v1w6435774m80742/
MacKinnon,
D.P., & Luecken, L.J. (2008). How
and for whom? Mediation and moderation
in Health Psychology. Health Psychology, 27, S99-S100. [M2] http://www.ncbi.nlm.nih.gov/pubmed/18377161
MacKinnon,
D. P., & Lockwood, C. M. (2003). Advances in statistical methods for
substance abuse prevention research. Prevention
Science, 4, 155-171.[M1] http://www.ingentaconnect.com/search/article?author=MacKinnon&journal=Prevention+Science&journal_type=words&year_from=2003&year_to=2008&database=1&pageSize=20&index=1
MacKinnon,
D. P., & Lockwood, C. M. (2001, May). An approximate randomization test
for the mediated effect. Paper
presented at the annual meeting of the Western Psychological Association, Maui, HI.
[M1]
MacKinnon, D. P., Lockwood, C. M., Brown, Wang, W., C.H.,
& Hoffman, J. M. (2007). The intermediate endpoint effect in logistic and
probit regression. Clinical Trials, 4, 499 - 513. [M2] http://ctj.sagepub.com/cgi/content/abstract/4/5/499
MacKinnon, D. P., Lockwood, C. M., & Hoffman, J. M.
(1998, June). A new method to test for mediation. Paper presented at the annual
meeting of the Society for Prevention Research, Park City, UT.
[M1]
MacKinnon, D. P., Lockwood, C. M., Hoffman, J. M.,
West, S. G., & Sheets, V. (2002). A
comparison of methods to test the significance of the mediated effect. Psychological
Methods, 7, 83-104. [M1] http://psycnet.apa.org/index.cfm?fa=main.doiLanding&uid=2002-00925-005
MacKinnon, D. P., Lockwood, C. M., & Williams,
J. (2004). Confidence limits for the indirect effect: Distribution of the
product and resampling methods. Multivariate Behavioral Research, 39,
99-128. [M1] http://www.informaworld.com/smpp/content~content=a785042545~db=all
MacKinnon, D. P., Lockwood, C. M., Williams, J.,
& Anderson, G. (2002, May). A
comparison of single-sample and resampling tests for the mediated effect.
Paper presented at the annual meeting of the Society for Prevention Research, Seattle, WA.
[M1]
MacKinnon,
D. P., Taborga, M. P., & Morgan-Lopez, A. A. (2002). Mediation designs for
tobacco prevention research. Drug and Alcohol Dependence, 68,
S69-S83. [M1] http://www.ncbi.nlm.nih.gov/pubmed/12324176
MacKinnon,
D. P., & Tein, J.-Y. (1997, September). Mediation models for
implementation data. Paper
presented at the annual meeting of the Prevention Science Methodology Group, Seattle, WA.
[M1]
MacKinnon,
D. P., & Tein, J.-Y. (2001). Standard error of the three-path mediated
effect. Unpublished manuscript. [M1]
MacKinnon,
D. P., Warsi, G., & Dwyer, J. H. (1995). A simulation study of mediated
effect measures. Multivariate
Behavioral Research, 30, 41-62. [P] http://www.informaworld.com/smpp/content~content=a785043260~db=all
MacKinnon,
D. P., Williams, J., & Lockwood, C. (2004, July). Empirical power of 20 mediation tests. Paper presented at the
annual meeting of the American Psychological Association, Honolulu, HI.
[M2]
MacKinnon,
D. P., Williams, J., & Yoon, M. (2004, May). Evaluation of mediation tests from surrogate endpoints research.
Paper presented at the annual meeting of the Society for Prevention Research, Quebec City, Quebec.
[M2]
MacKinnon,
D. P., Yoon, M., & Lockwood, C. (2003, June). Comparison of methods to assess mediation in logistic regression.
Paper presented at the annual meeting of the Society for Prevention Research, Washington, D.C.
[M2]
MacKinnon,
D. P., Yoon, M., Lockwood, C. M., & Taylor, A. B. (in preparation). A
comparison of methods to test mediation and other intervening variable effects
in logistic regression. Manuscript under revision for Psychological Methods. [M2]
MacKinnon,
D. P., Yoon, M., & Ryu, E. (2004, July). Evaluation of the proportion mediated effect size measure. Paper
presented at the annual meeting of the American Psychological Association, Honolulu, HI.
[M2].
MacKinnon,
D. P., Yoon, M., Ryu, E., & Fairchild, A. J. (2006). Evaluation of the
proportion mediated measure of mediation. Manuscript under revision for The British
Journal of Mathematical and Statistical Psychology. [M2]
Mauricio, A. M., Tein, J.-Y., & Lopez, F. G. (2007). Borderline
and Antisocial Personality Scores as mediators Between Attachment and Intimate
Partner Violence. Violence and Victims.
22, 139-157.[M2] http://www.ingentaconnect.com/content/springer/vav/2007/00000022/00000002/art00001
Merrill,
R., MacKinnon, D. P., & Mayer, L. (2006). Estimating mediated moderator
effects in treatment studies . Manuscript in preparation. [M2]
Moe, E.
L., Goldberg, L., MacKinnon, D. P., Lockwood, C. M., Kuehl, K. S., Elliot, D.
L., Cheong, J., Yoon, M. (2006). Nutritional supplements: Are they precursors
to anabolic steroid and other substance use? Manuscript in preparation. [M2]
Morgan-Lopez, A. A. (2002). Bias-corrected bootstrap estimation of
mediated baseline by treatment interaction effects in intervention trials. Invited colloquium presented at Quantitative
Methodology in Prevention Seminar Series, The Methodology Center, The
Pennsylvania State University, University
Park, PA, November 8, 2002. [M1]
Morgan-Lopez,
A. A. (2003) A simulation study of the mediated baseline by treatment
interaction effect in preventive intervention trials (Doctoral dissertation, Arizona State University,
2003). Dissertation Abstracts
International, 64, 4673. [M2]
Morgan-Lopez, A. A., Castro, F. G., Chassin, L.,
& MacKinnon, D. P. (2003). A mediated moderation model of cigarette use
among Mexican American youth. Addictive
Behaviors, 28, 583-589. [M1]
Morgan-Lopez,
A. A., & MacKinnon, D. P. (2001, May-June) A mediated moderation model
simulation: Mediational processes that vary as a function of second predictors. Paper presented at the 9th annual
meeting of the Society for Prevention Research, Washington, DC.
[M1]
Morgan-Lopez,
A. A., & MacKinnon, D. P. (2006). Demonstration and evaluation of a method
for assessing mediated moderation. Behavior
Research Methods, 38, 77-87. [M2]
http://brm.psychonomic-journals.org/content/38/1/77.abstract
Morgan-Lopez, A. A., MacKinnon, D. P., Goldberg, L.,
& Moe, E. (2002, May). The influence of participation in athletics on
adolescent intoxication and DUI: A multi-level, multiple mediator model of
sport-specific risk and protection. Paper
presented at the annual meeting of the Society for Prevention Research, Seattle, WA.
[M1]
Ohlrich,
V. C., & MacKinnon, D. P. (2008, May). Bias in cross-sectional mediation.
Poster session presented at the annual meeting of the Society for Prevention
Research, San Francisco,
CA. [M2]
Patock-Peckham,
J. A., Cheong, J., MacKinnon, D. P., & Pentz, M. A. (2004, April). The Midwestern prevention project: The
moderating effects of sensation seeking. Poster presented at the annual
meeting of the Western Psychological Association, Phoenix, AZ. [M2]
Qing, Z., Wang, Y., Deng, X., Eisenberg, N.,
Wolchik, S., & Tein, J.-Y. (2008). Relations of parenting and
temperament to Chinese children's experience of negative life events, coping
efficacy, and externalizing problems. Child
Development, 79, 493-513. [M2] http://www3.interscience.wiley.com/journal/120083801/abstract
Ranby,
K. W., Aiken, L. S., MacKinnon, D. P., Elliot, D. L., Moe, E. L., Goldberg, L.,
& McGinnis, W. (2008). A mediation analysis of the ATHENA intervention for
female athletes: Prevention of athletic-enhancing substance use and unhealthy
weight loss behaviors. [M2]
Roosa,
M. W., Deng, S., Ryr, E., Burrell, G., Tein, J.-Y., Jones, S., Lopez, V., &
Crowder, S. (2005). Family and child
characteristics linking Neighborhood context and Child Externalizing Behavior. Journal of Marriage and Family, 67, 514-529.
[M2]
http://www3.interscience.wiley.com/journal/118686835/abstract
Ryu,
E., West, S. G., & Sousa, K. H. (in press). Mediation and moderation:
Testing relationships between symptom status, functional health, and quality of
life in HIV patients. Multivariate
Behavioral Research. [M2]
Sandler,
I. N., Ayers, T. S., Wolchik, S. A., Tein,
J.-Y., Millsap, R., & Chow, W. (in press).
Mediation of the development of depression in bereaved girls. In Strauman, Costanzo, & Abramson,
Depression in Adolescent Girls. [M2]
Sandler, I. N., Kim-Bae, L. S., & MacKinnon, D. P.
(2000). Coping and negative appraisal as mediators between control beliefs and
psychological symptoms in children of divorce. Journal of Clinical Child and
Adolescent Psychology, 29, 336-347.
[M1]
Sandler, I. N., Tein, J.-Y., Mehta, P., Wolchik, S. A., &
Ayers, T. S. (2000). Coping efficacy and psychological problems of
children of divorce. Child Development, 71, 1099-1118. [M1]
Sandler,
I. N., Wolchik, S. A., MacKinnon, D. P.,
Ayers, T. S., & Roosa, M. W. (1997). Developing linkages between theory and
intervention in stress and coping processes. In S. A. Wolchik & I. N.
Sandler (Eds.), Handbook of children’s coping: Linking theory and
intervention. New York:
Plenum Press. [M1]
Sandler, I.N., Tein, J.-Y., & West, S.G. (1994). Coping,
stress, and the psychological symptoms of children of divorce: A
cross-sectional and longitudinal study. Child
Development, 65, 1744-1763. [P]
Soper, A.C., Wolchik, S. A., Sandler, I.
N., Tein, J.-Y., & Lustig, J. L. (2007). Predictors of threat to
self-appraisals for children from divorced homes. Journal of Divorce and Remarriage, 48, 1-27. [M2] http://www.haworthpress.com/store/E-Text/View_EText.asp?a=3&fn=J087v48n01_01&i=1%2F2&s=J087&v=48
Taborga,
M. P. (2000, April). Effect size in mediation models. Unpublished master’s thesis, Arizona State
University. [M1]
Taborga,
M. P., MacKinnon, D. P., & Morgan-Lopez, A. A. (2001, May-June). Program
designs for tobacco prevention. Paper
presented at the 9th Annual Meeting of the Society for Prevention
Research, Washington, DC. [M1]
Taborga,
M. P., MacKinnon, D. P., & Krull, J. L. (1999, June). A simulation study
of effect size measures in mediation models. Poster presented at the 7th
Annual Meeting of the Society for Prevention Research, New Orleans, LA.
[M1]
Taylor,
A. B., & MacKinnon, D. P. (2008). Permutation
tests for mediation. Manuscript in preparation. [M2]
Taylor,
A. B., & MacKinnon, D. P. (2006, May).
A permutation test for mediation.
Poster presented at the annual meeting of the Society for Prevention Research, San Antonio, TX.
[M2]
Taylor, A. B., MacKinnon, D., &
Tein, J.-Y. (2008). Test of the three-path mediated effect. Organizational
Research Methods. 11, 241-269. [M2] http://orm.sagepub.com/cgi/content/abstract/11/2/241
Tein,
J.-Y. (1998, March). Testing the mediation effect with two mediators in the
causal chain. Presented at Arizona State
University’s Conference on Mediation
Models in Prevention Research, Tempe,
AZ. [M1]
Tein,
J.-Y. (2003, November). Methodology in
intervention research: Moderation and mediation. Invited presentation. College of Public Health,
Shangdong University,
Jinan, Shangdong,
China. [M2]
Tein,
J.-Y., Ayers, T., Sandler, I. N., Wolchik, S. A., & Newton, C. (2001, May-June). Mediated
program effects for the family bereavement program. Paper presented at the 9th Annual Meeting of the
Society for Prevention Research, Washington,
DC. [M1]
Tein,
J.-Y., & MacKinnon, D. P. (1997). Multiple path mediation models. Paper presented at the annual meeting of
the American Psychological Association, Chicago,
IL. [M1]
Tein,
J.-Y., & MacKinnon, D. P. (2001, July). Estimating mediated effects with
survival data. Paper presented at
the International Meeting of the Psychometric Society, Osaka, Japan.
[M1]
Tein,
J.-Y., & MacKinnon, D. P. (2003). Estimating mediated effects with survival
data. H. Yanai, A. O. Rikkyo, K. Shigemasu, Y. Kano, J. J. Meulman (Eds.) New
Developments on Psychometrics (pp. 405-412). Tokyo, Japan:
Springer-Verlag Tokyo Inc. [M1]
Tein,
J.-Y., MacKinnon, D. P., & Kwok, O.-M. (2005, May). Method of probing simple mediation effects for models with combined
mediated and moderated effects. Paper presented at the annual meeting of
the Society for Prevention Research, Washington,
D.C. [M2]
Tein, J.-Y. , Sandler, I. N., Ayers, T. & Wolchik, S.
A. (2006). Mediation
of the Effects of the Family Bereavement Program on Mental Health Problems of
Bereaved Children and Adolescents. Prevention
Science, 7, 179-195. [M2] http://www.springerlink.com/content/el51n880m166v11x/
Tein,
J.-Y., Sandler, I. N., Ayers, T., and Wolchik,
S. A. (2008, May). Mediation of Six-year Outcomes of the Family Bereavement
Program. The Sixteen Annual meeting of
Society of Prevention Research, San
Francisco, D.C. [M2]
Tein, J.-Y., Sandler, I. N., MacKinnon, D. P., &
Wolchik, S. A. (2000, June). Testing of mediation when
program effects interact with pretest mediator of outcome variables. Paper presented at the 8th
Annual Meeting of the Society for Prevention Research Conference, Montreal, Quebec.
[M1]
Tein, J.-Y., Sandler, I. N.,
MacKinnon, D. P., & Wolchik, S. A. (2004). How did it work? Who did it work for? Mediation in the context of a
moderated prevention effect for children of divorce. Journal of Consulting
and Clinical Psychology, 72, 617-624. [M2] http://psycnet.apa.org/journals/ccp/72/4/617/
Tein, J. -Y. Sandler, I.
N., & Zautra, A. (2000). Stressful life events, psychological distress,
coping, and parenting of divorced mothers: A longitudinal study. Journal of
Family Psychology, 14, 27-41.
[M1]
Tein, J. -Y., & Schmeige, S. (2003, June). Mediation models for longitudinal data. Paper
presented at the annual meeting of the Society for Prevention Research, Washington, D.C.
[M2]
Tofighi, D., MacKinnon, D. P., Yoon, M. (2008, June). Covariance among regression coefficient estimates in a single mediator model. IMPS 2008, the 73rd Annual Meeting of the Psychometric Society. University of New Hampshire. Durham, NH. [M2]
http://www.psychometrika.org/meeting/2008/presentations/s47_tofighi.pdf
Tofighi, D., MacKinnon, D. P., & Yoon, M. (in
press). Covariance among regression
coefficients in a single mediator model. British Journal of
Mathematical and Statistical Psychology. [M2]
Wang,
W., Tein, J.-Y., Brown, C. H., Mackinnon, D., and Sandler, I. Moderation and Mediation Test under
Generalized Additive Models with Application to the Family Bereavement
Program. The Sixteen Annual meeting of
Society of Prevention Research, San
Francisco, D.C. (May,
2008). [M2]
West,
S. G., & Aiken, L. S. (1997). Toward understanding individual effects in
multiple component prevention programs: Design and analysis strategies. In K.
Bryant, M. Windle, & S. G. West (Eds.), The science of prevention:
Methodological advances from alcohol and substance abuse research (pp.
167-209). Washington, DC: American Psychological Association. [M1]
West,
S. G., & Aiken, L. S. (1998, March). Toward understanding effects of
individual components in multicomponent interventions. Presented at Arizona State University’s
Conference on Mediation Models in Prevention Research, Tempe, AZ. [M1]
Wilke,
K. M., MacKinnon, D. P., Elliot, D. L., & Moe, E. (2006, May). Mediating mechanisms of a health promotion
intervention for high school females. Poster presented at the annual
meeting of the Society for Prevention Research, San Antonio, TX.
[M2]
Williams,
J. (2005). Resampling and distribution of the product methods for testing
indirect effects in complex models (Doctoral dissertation, Arizona State
University, 2005). Dissertation Abstracts International, 65,
6088. [M2]
Williams, J., & MacKinnon, D. P. (2002, April). Selection
bias and the estimation of the mediated effect. Poster presented at the annual meeting of the Western
Psychological Association, Irvine,
CA. [M1]
Williams,
J. & MacKinnon, D. P. (2004, July). Power
& type I error rates of contrasts of indirect effects. Paper presented
at the annual meeting of the American Psychological Association Honolulu, HI. [M2]
Williams, J., MacKinnon, D. P., & Cheong, J.
(2002, May). The effect of missing data techniques on mediated program estimates.
Poster presented at the annual meeting of the Society for Prevention
Research, Seattle, WA. [M1]
Williams, J., & MacKinnon, D. P. (2008).
Resampling and distribution of the product methods for testing indirect effects
in complex models. Structural
Equation Modeling, 15, 23-51. [M2]
http://www.informaworld.com/smpp/content~db=all~content=a789528515
Wolchik, S. A., Tein, J.-Y. , Sandler, I. N., &
Ayers, T. (2006). Stressors,
quality of the child-caregiver relationship, and children's mental health
problems after parental death: The mediating role of self-system beliefs. Journal
of Abnormal Child Psychology, 34, 212-229. [M2] http://www.springerlink.com/content/16265j66r4q475wm
Wolchik, S.A., Tein, J.-Y.,
Sandler, I. N., & Wilcox, K. L. (2002). Fear
of abandonment as a mediator of the relations between divorce stressors and
mother–child relationship quality and children's adjustment problems. Journal
of Abnormal Child Psychology, 30,
401-418. [M1]
Yoon, M., MacKinnon, D. P., & Lockwood, C. M.
(2002, April). The difference in coefficient test for mediation in logistic
regression. Poster presented at
the annual meeting of the Western Psychological Association, Irvine, CA. [M1]
|