• 27189 Citations
  • 53 h-Index
1984 …2022
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Research Output 1984 2019

  • 27189 Citations
  • 53 h-Index
  • 173 Article
  • 5 Chapter
  • 3 Conference contribution
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Article
2019

A Psychometric Evaluation of the Short Grit Scale: A Closer Look at its Factor Structure and Scale Functioning

Gonzalez, O., Canning, J. R., Smyth, H. & Mackinnon, D., Jan 1 2019, In : European Journal of Psychological Assessment.

Research output: Contribution to journalArticle

Psychometrics
Uncertainty
Personality
Psychology
Research
Propensity Score
Mediation
Weighting
Mediator
Linear Models
6 Citations (Scopus)

Large-scale analysis of test–retest reliabilities of self-regulation measures

Zeynep Enkavi, A., Eisenberg, I. W., Bissett, P. G., Mazza, G. L., Mackinnon, D., Marsch, L. A. & Poldrack, R. A., Jan 1 2019, In : Proceedings of the National Academy of Sciences of the United States of America. 116, 12, p. 5472-5477 6 p.

Research output: Contribution to journalArticle

Individuality
Self Report
Aptitude
Psychometrics
Reaction Time
2 Citations (Scopus)

Mediation analysis with binary outcomes: Direct and indirect effects of pro-alcohol influences on alcohol use disorders

Feingold, A., Mackinnon, D. & Capaldi, D. M., Jan 1 2019, (Accepted/In press) In : Addictive Behaviors.

Research output: Contribution to journalArticle

Alcohols
Substance-Related Disorders
Statistical methods
Odds Ratio
Research

The (Lack of) Replication of Self-Reported Mindfulness as a Mechanism of Change in Mindfulness-Based Relapse Prevention for Substance Use Disorders

Hsiao, Y. Y., Tofighi, D., Kruger, E. S., Lee Van Horn, M., Mackinnon, D. & Witkiewitz, K., Apr 15 2019, In : Mindfulness. 10, 4, p. 724-736 13 p.

Research output: Contribution to journalArticle

Mindfulness
relapse
Secondary Prevention
Substance-Related Disorders
lack

Uncovering the structure of self-regulation through data-driven ontology discovery

Eisenberg, I. W., Bissett, P. G., Zeynep Enkavi, A., Li, J., Mackinnon, D., Marsch, L. A. & Poldrack, R. A., Dec 1 2019, In : Nature communications. 10, 1, 2319.

Research output: Contribution to journalArticle

Open Access
Ontology
Psychology
Individuality
Self Report
Self-Control
2018
5 Citations (Scopus)

A Bifactor Approach to Model Multifaceted Constructs in Statistical Mediation Analysis

Gonzalez, O. & Mackinnon, D., Feb 1 2018, In : Educational and Psychological Measurement. 78, 1, p. 5-31 27 p.

Research output: Contribution to journalArticle

Mediation
Mediator
Facet
mediation
Statistical methods
1 Citation (Scopus)

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

Mackinnon, D., Valente, M. J. & Wurpts, I. C., Mar 29 2018, (Accepted/In press) In : Psychological Methods.

Research output: Contribution to journalArticle

Benchmarking
Imagery (Psychotherapy)
Statistical Models
9 Citations (Scopus)
mediation
Research Personnel
Testing
Research
manipulation
1 Citation (Scopus)

Sensitivity Analysis of the No-Omitted Confounder Assumption in Latent Growth Curve Mediation Models

Tofighi, D., Hsiao, Y. Y., Kruger, E. S., Mackinnon, D., Van Horn, M. L. & Witkiewitz, K., Jan 1 2018, (Accepted/In press) In : Structural Equation Modeling.

Research output: Contribution to journalArticle

Growth Curve
Mediation
Sensitivity analysis
mediation
Sensitivity Analysis
2017
7 Citations (Scopus)

Applying novel technologies and methods to inform the ontology of self-regulation

Eisenberg, I. W., Bissett, P. G., Canning, J. R., Dallery, J., Enkavi, A. Z., Whitfield-Gabrieli, S., Gonzalez, O., Green, A. I., Greene, M. A., Kiernan, M., Kim, S. J., Li, J., Lowe, M. R., Mazza, G. L., Metcalf, S. A., Onken, L., Parikh, S. S., Peters, E., Prochaska, J. J., Scherer, E. A. & 7 others, Stoeckel, L. E., Valente, M. J., Wu, J., Xie, H., Mackinnon, D., Marsch, L. A. & Poldrack, R. A., Jan 1 2017, (Accepted/In press) In : Behaviour Research and Therapy.

Research output: Contribution to journalArticle

Technology
Risk-Taking
Aptitude
Foster Home Care
Health Behavior
2 Citations (Scopus)

A Tutorial in Bayesian Potential Outcomes Mediation Analysis

Miočević, M., Gonzalez, O., Valente, M. J. & Mackinnon, D., Jul 23 2017, (Accepted/In press) In : Structural Equation Modeling. p. 1-16 16 p.

Research output: Contribution to journalArticle

Potential Outcomes
Mediation
mediation
Statistical methods
interpretation
3 Citations (Scopus)

Bias, Type I Error Rates, and Statistical Power of a Latent Mediation Model in the Presence of Violations of Invariance

Olivera-Aguilar, M., Rikoon, S. H., Gonzalez, O., Kisbu-Sakarya, Y. & Mackinnon, D., Jan 1 2017, (Accepted/In press) In : Educational and Psychological Measurement.

Research output: Contribution to journalArticle

Statistical Power
Mediation
Type I Error Rate
Statistical Models
Invariance
15 Citations (Scopus)

Comparing Models of Change to Estimate the Mediated Effect in the Pretest–Posttest Control Group Design

Valente, M. J. & Mackinnon, D., May 4 2017, In : Structural Equation Modeling. 24, 3, p. 428-450 23 p.

Research output: Contribution to journalArticle

Analysis of Covariance
Estimate
Group
Type I error
Model
6 Citations (Scopus)

Confounding in statistical mediation analysis: What it is and how to address it

Valente, M. J., Pelham, W. E., Smyth, H. & Mackinnon, D., Nov 1 2017, In : Journal of Counseling Psychology. 64, 6, p. 659-671 13 p.

Research output: Contribution to journalArticle

Psychology
Counseling
Social Adjustment
Mental Health
Epidemiology

Family Support and Family Negativity as Mediators of the Relation between Acculturation and Postpartum Weight in Low-Income Mexican-Origin Women

Jewell, S. L., Letham-Hamlett, K., Hanna Ibrahim, M., Luecken, L. & Mackinnon, D., May 3 2017, (Accepted/In press) In : Annals of Behavioral Medicine. p. 1-12 12 p.

Research output: Contribution to journalArticle

Acculturation
Postpartum Period
Weights and Measures
Weight Gain
Weight Loss
4 Citations (Scopus)

Maternal acculturation and the growth of impoverished Mexican American infants

Luecken, L., Jewell, S. L. & Mackinnon, D., Feb 1 2017, In : Obesity. 25, 2, p. 445-451 7 p.

Research output: Contribution to journalArticle

Acculturation
Mothers
Growth
Pediatric Obesity
Breast Feeding
10 Citations (Scopus)

Power in Bayesian Mediation Analysis for Small Sample Research

Miočević, M., Mackinnon, D. & Levy, R., Apr 25 2017, (Accepted/In press) In : Structural Equation Modeling. p. 1-18 18 p.

Research output: Contribution to journalArticle

Mediation
Small Sample
mediation
Bayesian Methods
Bootstrap Confidence Intervals
17 Citations (Scopus)

Statistical properties of four effect-size measures for mediation models

Miočević, M., O'Rourke, H., Mackinnon, D. & Brown, H. C., Mar 24 2017, (Accepted/In press) In : Behavior Research Methods. p. 1-17 17 p.

Research output: Contribution to journalArticle

Mediation
Effect Size
Mediator
Proportion
Bootstrap
2 Citations (Scopus)

Tutorial: The Practical Application of Longitudinal Structural Equation Mediation Models in Clinical Trials

Goldsmith, K. A., Mackinnon, D., Chalder, T., White, P. D., Sharpe, M. & Pickles, A., Dec 28 2017, (Accepted/In press) In : Psychological Methods.

Research output: Contribution to journalArticle

Clinical Trials
Chronic Fatigue Syndrome
Aptitude
Cognitive Therapy
Cross-Sectional Studies
2016
10 Citations (Scopus)

A Note on Testing Mediated Effects in Structural Equation Models: Reconciling Past and Current Research on the Performance of the Test of Joint Significance

Valente, M. J., Gonzalez, O., Miočević, M. & Mackinnon, D., Dec 1 2016, In : Educational and Psychological Measurement. 76, 6, p. 889-911 23 p.

Research output: Contribution to journalArticle

Structural Equation Model
Structural Models
structural model
Joints
Testing
4 Citations (Scopus)

A statistical method for synthesizing mediation analyses using the product of coefficient approach across multiple trials

Huang, S., Mackinnon, D., Perrino, T., Gallo, C., Cruden, G. & Brown, C. H., Feb 25 2016, (Accepted/In press) In : Statistical Methods and Applications. p. 1-15 15 p.

Research output: Contribution to journalArticle

Mediation
Statistical method
Coefficient
Statistical Power
Mediator
45 Citations (Scopus)

Design approaches to experimental mediation

Pirlott, A. G. & Mackinnon, D., Sep 1 2016, In : Journal of Experimental Social Psychology. 66, p. 29-38 10 p.

Research output: Contribution to journalArticle

Social Psychology
Experimental Psychology
mediation
manipulation
Random Allocation
4 Citations (Scopus)

Empiric validation of a process for behavior change

Elliot, D. L., Goldberg, L., Mackinnon, D., Ranby, K. W., Kuehl, K. S. & Moe, E. L., Sep 1 2016, In : Translational Behavioral Medicine. 6, 3, p. 449-456 8 p.

Research output: Contribution to journalArticle

Theoretical Models
Population
Surveys and Questionnaires
11 Citations (Scopus)

Mediation analysis with survival outcomes: Accelerated failure time vs. proportional hazards models

Gelfand, L. A., Mackinnon, D., DeRubeis, R. J. & Baraldi, A. N., Mar 30 2016, In : Frontiers in Psychology. 7, MAR, 423.

Research output: Contribution to journalArticle

Survival Analysis
Proportional Hazards Models
Research
18 Citations (Scopus)

Monte Carlo Confidence Intervals for Complex Functions of Indirect Effects

Tofighi, D. & Mackinnon, D., Mar 3 2016, In : Structural Equation Modeling. 23, 2, p. 194-205 12 p.

Research output: Contribution to journalArticle

Structural Equation Modeling
Complex Functions
Monte Carlo method
Confidence interval
Well-defined
7 Citations (Scopus)
Family Conflict
Postpartum Period
Weights and Measures
Depression
Obesity
4 Citations (Scopus)

Self-regulation interventions to reduce consumption of sugar-sweetened beverages in adolescents

Ames, S. L., Wurpts, I. C., Pike, J. R., Mackinnon, D., Reynolds, K. R. & Stacy, A. W., Oct 1 2016, In : Appetite. 105, p. 652-662 11 p.

Research output: Contribution to journalArticle

Beverages
Observation
Self-Control
Snacks
Executive Function
21 Citations (Scopus)

The Combined Effects of Measurement Error and Omitting Confounders in the Single-Mediator Model

Fritz, M. S., Kenny, D. A. & Mackinnon, D., Sep 2 2016, In : Multivariate Behavioral Research. 51, 5, p. 681-697 17 p.

Research output: Contribution to journalArticle

Confounding Factors (Epidemiology)
Mediator
Measurement Error
Model
Tend
5 Citations (Scopus)

The SHIELD (safety & health improvement: Enhancing law enforcement departments) study mixed methods longitudinal findings

Kuehl, K. S., Elliot, D. L., Mackinnon, D., O'Rourke, H., DeFrancesco, C., Miocevic, M., Valente, M., Sleigh, A., Garg, B., McGinnis, W. & Kuehl, H., 2016, In : Journal of Occupational and Environmental Medicine. 58, 5, p. 492-498 7 p.

Research output: Contribution to journalArticle

Law Enforcement
Safety
Health
Sleep
Exercise
2015
11 Citations (Scopus)
behavior evaluation
social competence
Social Behavior
Social Problems
social behavior
11 Citations (Scopus)

Effects of a combined parent-student alcohol prevention program on intermediate factors and adolescentsa' drinking behavior: A sequential mediation model

Koning, I. M., Maric, M., Mackinnon, D. & Vollebergh, W. A. M., Aug 1 2015, In : Journal of Consulting and Clinical Psychology. 83, 4, p. 719-727 9 p.

Research output: Contribution to journalArticle

Drinking Behavior
Alcohols
Students
Drinking
Parents
9 Citations (Scopus)
Temperament
Hydrocortisone
Mothers
Social Support
Mother-Child Relations
8 Citations (Scopus)

Increasing Statistical Power in Mediation Models Without Increasing Sample Size

Fritz, M. S., Cox, M. G. & Mackinnon, D., Sep 18 2015, In : Evaluation and the Health Professions. 38, 3, p. 343-366 24 p.

Research output: Contribution to journalArticle

Sample Size
Health
Analysis of Variance
Research Personnel
Research
19 Citations (Scopus)
Marriage
Drinking
Young Adult
Trajectories
Alcohols
69 Citations (Scopus)

Statistical Approaches for Enhancing Causal Interpretation of the M to Y Relation in Mediation Analysis

Mackinnon, D. & Pirlott, A. G., Feb 14 2015, In : Personality and Social Psychology Review. 19, 1, p. 30-43 14 p.

Research output: Contribution to journalArticle

Confounding Factors (Epidemiology)
Structural Models
Research Personnel
Psychology
34 Citations (Scopus)

When the test of mediation is more powerful than the test of the total effect

O'Rourke, H. & Mackinnon, D., Jun 1 2015, In : Behavior Research Methods. 47, 2, p. 424-442 19 p.

Research output: Contribution to journalArticle

Research Personnel
Research
Mediation
Mediator
2014
33 Citations (Scopus)

Inhibitory control effects in adolescent binge eating and consumption of sugar-sweetened beverages and snacks

Ames, S. L., Kisbu-Sakarya, Y., Reynolds, K. D., Boyle, S., Cappelli, C., Cox, M. G., Dust, M., Grenard, J. L., Mackinnon, D. & Stacy, A. W., Oct 1 2014, In : Appetite. 81, p. 180-192 13 p.

Research output: Contribution to journalArticle

Bulimia
Snacks
Beverages
Food
Cues
6 Citations (Scopus)

Mediation from multilevel to structural equation modeling

Mackinnon, D. & Valente, M. J., Nov 27 2014, In : Annals of Nutrition and Metabolism. 65, p. 198-204 7 p.

Research output: Contribution to journalArticle

Growth
Research
18 Citations (Scopus)

Robust mediation analysis based on median regression

Yuan, Y. & Mackinnon, D., 2014, In : Psychological Methods. 19, 1, p. 1-20 20 p.

Research output: Contribution to journalArticle

Multilevel Analysis
Social Sciences
Normal Distribution
Mental Health
Psychology
18 Citations (Scopus)

Sensitivity Plots for Confounder Bias in the Single Mediator Model

Cox, M. G., Kisbu-Sakarya, Y., Miočević, M. & Mackinnon, D., 2014, In : Evaluation Review. 37, 5, p. 405-431 27 p.

Research output: Contribution to journalArticle

trend
mediation
evaluation research
Mediator
Plot
10 Citations (Scopus)

The Distribution of the Product Explains Normal Theory Mediation Confidence Interval Estimation

Kisbu-Sakarya, Y., Mackinnon, D. & Miočević, M., 2014, In : Multivariate Behavioral Research. 49, 3, p. 261-268 8 p.

Research output: Contribution to journalArticle

Mediation
Interval Estimation
Confidence interval
Confidence Intervals
Asymmetric Distribution
9 Citations (Scopus)

The safety and health improvement: Enhancing law enforcement departments study: Feasibility and findings

Kueh, K. S., Elliot, D. L., Goldberg, L., Mackinnon, D., Vila, B. J., Smith, J., Miočević, M., O'Rourke, H., Valente, M. J., DeFrancesco, C., Sleigh, A. & McGinnis, W., May 8 2014, In : Frontiers in Public Health. 2, MAY, 38.

Research output: Contribution to journalArticle

Law Enforcement
Feasibility Studies
Sleep
Safety
Curriculum
2013
17 Citations (Scopus)

A Bayesian Approach for Estimating Mediation Effects With Missing Data

Enders, C. K., Fairchild, A. J. & Mackinnon, D., May 2013, In : Multivariate Behavioral Research. 48, 3, p. 340-369 30 p.

Research output: Contribution to journalArticle

Bayes Theorem
Mediation
Missing Data
Bayesian Approach
Computer Simulation
14 Citations (Scopus)
Analysis of Covariance
Pre-test
Testing
Statistical Power
Effect Size
15 Citations (Scopus)

Cognitive mediation of cognitive-Behavioural therapy outcomes for anxiety-based school refusal

Maric, M., Heyne, D. A., Mackinnon, D., Van Widenfelt, B. M. & Westenberg, P. M., Oct 2013, In : Behavioural and Cognitive Psychotherapy. 41, 5, p. 549-564 16 p.

Research output: Contribution to journalArticle

Cognitive Therapy
Anxiety
Self Efficacy
Fear
Therapeutics

Erratum to: Introduction to the Special Issue: Subgroup Analysis in Prevention and Intervention Research (Prev Sci, (2013), 14, (107-110), 10.1007/s11121-012-0335-9)

Supplee, L. H., Kelly, B. C., Mackinnon, D. & Barofsky, M. Y., 2013, In : Prevention Science. 14, 4, p. 422 1 p.

Research output: Contribution to journalArticle

Research
23 Citations (Scopus)

Introduction to the Special Issue: Subgroup Analysis in Prevention and Intervention Research

Supplee, L. H., Kelly, B. C., Mackinnon, D. & Barofsky, M. Y., 2013, In : Prevention Science. 14, 2, p. 107-110 4 p.

Research output: Contribution to journalArticle

Preventive Health Services
Policy Making
Health Services Research
Research
61 Citations (Scopus)
Research
Neoplasms
Knowledge Bases
Health
Self Efficacy
9 Citations (Scopus)

Mediators of longitudinal changes in measures of adiposity in teenagers using parallel process latent growth modeling

Yildirim, M., Singh, A. S., Te Velde, S. J., Van Stralen, M. M., Mackinnon, D., Brug, J., Van Mechelen, W. & Chinapaw, M. J. M., Nov 2013, In : Obesity. 21, 11, p. 2387-2395 9 p.

Research output: Contribution to journalArticle

Beverages
Adiposity
Body Mass Index
Waist Circumference
Growth