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David P. MacKinnon

Arizona State University (ASU) - Department of Psychology

950 S. McAllister Ave

P. O. Box 871104

Tempe, AZ 85287-1104

United States

  • Arizona State University (ASU) - Department of Psychology

SCHOLARLY PAPERS

11

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39

Scholarly Papers (11)

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1.

Increasing Statistical Power in Mediation Models Without Increasing Sample Size

Fritz, M. S., Cox, M. G., & MacKinnon, D. P. (2015). Increasing Statistical Power in Mediation Models without Increasing Sample Size. Evaluation and the Health Professions, 38(3), 343-366.
Number of pages: 24 Posted: 15 Aug 2016
Matthew S. Fritz, Matthew G. Cox and David P. MacKinnon
Arizona State University (ASU) - Department of Psychology, University of Texas at Houston - MD Anderson Cancer Center and Arizona State University (ASU) - Department of Psychology
Downloads 256 (297,664)

Abstract:

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mediation, statistical power, sample size

2.

Sensitivity Plots for Confounder Bias in the Single Mediator Model

*Cox, M. G., *Kisbu-Sakarya,Y., *Miočević, M., & MacKinnon, D. P. (2014). Sensitivity plots for confounder bias in the single mediator model. Evaluation Review, 37(5), 405-431.
Number of pages: 27 Posted: 23 Aug 2016
Matthew G. Cox and David P. MacKinnon
University of Texas at Houston - MD Anderson Cancer Center and Arizona State University (ASU) - Department of Psychology
Downloads 255 (298,892)
Citation 2

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mediation, indirect effects, causal inference, confounder bias, sensitivity analysis

3.

Integrating Mediators and Moderators in Research Design

MacKinnon, D. P. (2011). Integrating mediators and moderators in research design. Research on Social Work Practice, 21(6), 675-681.
Number of pages: 7 Posted: 26 Aug 2016
David P. MacKinnon
Arizona State University (ASU) - Department of Psychology
Downloads 187 (405,402)
Citation 5

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methodology, methodological article, intervention, outcome

4.

Mechanisms of Motivational Interviewing In Health Promotion: A Bayesian Mediation Analysis

Pirlott, A. G., *Kisbu-Sakarya, Y., DeFrancesco, C. A., Elliot, D. L., & MacKinnon, D. P. (2012). Mechanisms of motivational interviewing in health promotion: A Bayesian mediation analysis. International Journal of Behavioral Nutrition and Physical Activity, 9, 69
Number of pages: 11 Posted: 25 Aug 2016
Angela Pirlott, Yasemin Kisbu-Sakarya, Carol DeFrancesco, Diane Elliot and David P. MacKinnon
Saint Xavier University, Arizona State University (ASU) - Department of Psychology, Oregon Health and Science University, Oregon Health and Science University and Arizona State University (ASU) - Department of Psychology
Downloads 107 (654,668)

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Motivational interviewing, Dietary change, Occupational health, Firefighters, Bayesian mediation

5.

A Monte Carlo Comparison Study of the Power of the Analysis of Covariance, Simple Difference, and Residual Change Scores in Testing Two-Wave Data

Kisbu-Sakarya, Y., MacKinnon, D.P., & Aiken, L.S. (2013). A Monte Carlo comparison study of the power of the analysis of covariance, simple difference, and residual change scores in testing two-wave data. Educational and Psychological Measurement, 73(1), 47-62
Number of pages: 16 Posted: 25 Aug 2016
David P. MacKinnon, Yasemin Kisbu-Sakarya and Leona Aiken
Arizona State University (ASU) - Department of Psychology, Arizona State University (ASU) - Department of Psychology and Arizona State University (ASU) - Department of Psychology
Downloads 105 (664,543)

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ANCOVA, difference score, residual change score, statistical power

6.

Mediation Analysis with Survival Outcomes: Accelerated Failure Time vs. Proportional Hazards Models

Gelfand LA,MacKinnon DP, DeRubeis RJ & Baraldi AN (2016) Mediation Analysis with Survival Outcomes:Accelerated FailureTime vs. Proportional Hazards Models. Front. Psychol.7:423
Number of pages: 10 Posted: 15 Aug 2016
Lois A. Gelfand, David P. MacKinnon, Robert J. DeRubeis and Amanda N. Baraldi
University of Pennsylvania, Arizona State University (ASU) - Department of Psychology, University of Pennsylvania and Oklahoma State University - Stillwater
Downloads 87 (765,566)
Citation 28

Abstract:

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Mediation, Experimental mediation, Causal inference

7.

When the Test of Mediation Is More Powerful than the Test of the Total Effect

O’Rourke, H. P., & MacKinnon, D.P. (2015). When the test of mediation has more power that the test of the total effect. Behavior Research Methods, 47, 424-442.
Number of pages: 19 Posted: 22 Aug 2016
Holly O'Rourke and David P. MacKinnon
Arizona State University (ASU) - Department of Psychology and Arizona State University (ASU) - Department of Psychology
Downloads 78 (823,616)
Citation 1

Abstract:

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Power, Mediation analysis, Significance testing

8.

A Unification of Mediator, Confounder, and Collider Effects

Prevention Science, 22(8), 1185-1193. doi: 10.1007/s11121-021-01268-x
Number of pages: 15 Posted: 03 Oct 2022
David P. MacKinnon
Arizona State University (ASU) - Department of Psychology
Downloads 28 (1,359,097)
Citation 3

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Causal effects; Mediator; Confounder; Collider; Third-variable

9.

Benchmark Validation of Statistical Models: Application to Mediation Analysis of Imagery and Memory

MacKinnon, D. P., Valente, M. J., & Wurpts, I. C. (2018). Benchmark validation of statistical mediation analysis: Application to imagery and memory theory. Psychological Methods, 23(4), 854-671. http://dx.doi.org/10.1037/met0000174, MacKinnon, D. P., Valente, M. J., & Wurpts, I. C. (2018). Benchmark validation of statistical mediation analysis: Application to imagery and memory theory. Psychological Methods, 23(4), 854-671. http://dx.doi.org/10.1037/met0000174
Posted: 03 Oct 2022
David P. MacKinnon
Arizona State University (ASU) - Department of Psychology

Abstract:

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Keywords: methods validation, replication, mediation

10.

Long-Term Impact of Prevention Programs to Promote Effective Parenting: Lasting Effects But Uncertain Processes

Annual Review of Psychology, Vol. 62, pp. 299-329, 2011
Posted: 08 Dec 2010
Irwin Sandler, Erin N. Schoenfelder, Sharlene A. Wolchik and David P. MacKinnon
Arizona State University (ASU), Arizona State University (ASU), Arizona State University (ASU) and Arizona State University (ASU) - Department of Psychology

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11.

Mediation Analysis

Annual Review of Psychology, Vol. 58, January 2007
Posted: 21 Dec 2007
David P. MacKinnon, Amanda J. Fairchild and Matthew S. Fritz
Arizona State University (ASU) - Department of Psychology, University of South Carolina and Arizona State University (ASU) - Department of Psychology

Abstract:

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intervening variable, indirect effect, third variable, mediator