David P. MacKinnon - Publications

Affiliations: 
Arizona State University, Tempe, AZ, United States 
Area:
Clinical Psychology, Statistics

146 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Kruger ES, Tofighi D, Hsiao YY, MacKinnon DP, Lee Van Horn M, Witkiewitz K. Teacher's Corner: An R Shiny App for Sensitivity Analysis for Latent Growth Curve Mediation. Structural Equation Modeling : a Multidisciplinary Journal. 29: 944-952. PMID 36439330 DOI: 10.1080/10705511.2022.2045203  0.733
2022 Scherer EA, Kim SJ, Metcalf SA, Sweeney MA, Wu J, Xie H, Mazza GL, Valente MJ, MacKinnon DP, Marsch LA. Momentary Self-regulation: Scale Development and Preliminary Validation. Jmir Mental Health. 9: e35273. PMID 35536605 DOI: 10.2196/35273  0.651
2021 Rijnhart JJM, Valente MJ, Smyth HL, MacKinnon DP. Statistical Mediation Analysis for Models with a Binary Mediator and a Binary Outcome: the Differences Between Causal and Traditional Mediation Analysis. Prevention Science : the Official Journal of the Society For Prevention Research. PMID 34782926 DOI: 10.1007/s11121-021-01308-6  0.741
2021 Rijnhart JJM, Lamp SJ, Valente MJ, MacKinnon DP, Twisk JWR, Heymans MW. Mediation analysis methods used in observational research: a scoping review and recommendations. Bmc Medical Research Methodology. 21: 226. PMID 34689754 DOI: 10.1186/s12874-021-01426-3  0.686
2021 Lee H, Cashin AG, Lamb SE, Hopewell S, Vansteelandt S, VanderWeele TJ, MacKinnon DP, Mansell G, Collins GS, Golub RM, McAuley JH, Localio AR, van Amelsvoort L, Guallar E, et al. A Guideline for Reporting Mediation Analyses of Randomized Trials and Observational Studies: The AGReMA Statement. Jama. 326: 1045-1056. PMID 34546296 DOI: 10.1001/jama.2021.14075  0.635
2021 Wurpts IC, Miočević M, MacKinnon DP. Sequential Bayesian Data Synthesis for Mediation and Regression Analysis. Prevention Science : the Official Journal of the Society For Prevention Research. PMID 34287732 DOI: 10.1007/s11121-021-01256-1  0.792
2021 Rijnhart JJM, Valente MJ, MacKinnon DP, Twisk JWR, Heymans MW. The use of traditional and causal estimators for mediation models with a binary outcome and exposure-mediator interaction. Structural Equation Modeling : a Multidisciplinary Journal. 28: 345-355. PMID 34239282 DOI: 10.1080/10705511.2020.1811709  0.708
2021 O'Rourke HP, Fine KL, Grimm KJ, MacKinnon DP. The Importance of Time Metric Precision When Implementing Bivariate Latent Change Score Models. Multivariate Behavioral Research. 1-19. PMID 33523707 DOI: 10.1080/00273171.2021.1874261  0.773
2020 Gonzalez O, Canning JR, Smyth H, MacKinnon DP. A Psychometric Evaluation of the Short Grit Scale: A Closer Look at its Factor Structure and Scale Functioning European Journal of Psychological Assessment. 36: 646-657. PMID 33840984 DOI: 10.1027/1015-5759/A000535  0.529
2020 Valente MJ, Rijnhart JJM, Smyth HL, Muniz FB, MacKinnon DP. Causal Mediation Programs in R, M, SAS, SPSS, and Stata. Structural Equation Modeling : a Multidisciplinary Journal. 27: 975-984. PMID 33536726 DOI: 10.1080/10705511.2020.1777133  0.732
2020 Kisbu-Sakarya Y, MacKinnon DP, Valente MJ, Çetinkaya E. Causal Mediation Analysis in the Presence of Post-treatment Confounding Variables: A Monte Carlo Simulation Study. Frontiers in Psychology. 11: 2067. PMID 32922345 DOI: 10.3389/Fpsyg.2020.02067  0.74
2020 Hsiao YY, Kruger ES, Lee Van Horn M, Tofighi D, MacKinnon DP, Witkiewitz K. Latent Class Mediation: A Comparison of Six Approaches. Multivariate Behavioral Research. 1-15. PMID 32525404 DOI: 10.1080/00273171.2020.1771674  0.724
2020 Smyth HL, MacKinnon DP. Statistical Evaluation of Person-Oriented Mediation Using Configural Frequency Analysis. Integrative Psychological & Behavioral Science. PMID 32189195 DOI: 10.1007/S12124-020-09519-2  0.372
2020 Gonzalez O, MacKinnon DP. The measurement of the mediator and its influence on statistical mediation conclusions. Psychological Methods. PMID 32175754 DOI: 10.1037/Met0000263  0.662
2020 Mazza GL, Smyth HL, Bissett PG, Canning JR, Eisenberg IW, Enkavi AZ, Gonzalez O, Kim SJ, Metcalf SA, Muniz F, Pelham WE, Scherer EA, Valente MJ, Xie H, Poldrack RA, ... ... MacKinnon DP, et al. Correlation Database of 60 Cross-Disciplinary Surveys and Cognitive Tasks Assessing Self-Regulation. Journal of Personality Assessment. 1-8. PMID 32148088 DOI: 10.1080/00223891.2020.1732994  0.748
2020 Harlow LL, Aiken L, Blankson AN, Boodoo GM, Brick LAD, Collins LM, Cumming G, Fava JL, Goodwin MS, Hoeppner BB, MacKinnon DP, Molenaar PCM, Rodgers JL, Rossi JS, Scott A, et al. A Tribute to the Mind, Methodology and Mentoring of Wayne Velicer. Multivariate Behavioral Research. 1-13. PMID 32077317 DOI: 10.1080/00273171.2020.1729083  0.328
2020 Miočević M, Levy R, MacKinnon DP. Different Roles of Prior Distributions in the Single Mediator Model with Latent Variables. Multivariate Behavioral Research. 1-21. PMID 32003232 DOI: 10.1080/00273171.2019.1709405  0.402
2020 Gonzalez O, MacKinnon DP, Muniz FB. Extrinsic Convergent Validity Evidence to Prevent Jingle and Jangle Fallacies. Multivariate Behavioral Research. 1-17. PMID 31958017 DOI: 10.1080/00273171.2019.1707061  0.595
2019 Pelham WE, Gonzalez O, Metcalf SA, Whicker CL, Witkiewitz K, Marsch LA, Mackinnon DP. Evaluating the Factor Structure of Each Facet of the Five Facet Mindfulness Questionnaire. Mindfulness. 10: 2629-2646. PMID 32099585 DOI: 10.1007/S12671-019-01235-2  0.562
2019 MacKinnon DP, Valente MJ, Gonzalez O. The Correspondence Between Causal and Traditional Mediation Analysis: the Link Is the Mediator by Treatment Interaction. Prevention Science : the Official Journal of the Society For Prevention Research. PMID 31833021 DOI: 10.1007/S11121-019-01076-4  0.783
2019 Enkavi AZ, Eisenberg IW, Bissett PG, Mazza GL, MacKinnon DP, Marsch LA, Poldrack RA. Reply to Friedman and Banich: Right measures for the research question. Proceedings of the National Academy of Sciences of the United States of America. PMID 31719202 DOI: 10.1073/Pnas.1917123116  0.307
2019 Pelham WE, Gonzalez O, Metcalf SA, Whicker CL, Scherer EA, Witkiewitz K, Marsch LA, Mackinnon DP. Item Response Theory Analysis of the Five Facet Mindfulness Questionnaire and its Short Forms. Mindfulness. 10: 1615-1628. PMID 31681450 DOI: 10.1007/S12671-019-01105-X  0.558
2019 Valente MJ, MacKinnon DP, Mazza GL. A Viable Alternative When Propensity Scores Fail: Evaluation of Inverse Propensity Weighting and Sequential G-Estimation in a Two-Wave Mediation Model. Multivariate Behavioral Research. 1-23. PMID 31220937 DOI: 10.1080/00273171.2019.1614429  0.725
2019 Tofighi D, Hsiao YY, Kruger ES, MacKinnon DP, Van Horn ML, Witkiewitz KA. Sensitivity Analysis of the No-Omitted Confounder Assumption in Latent Growth Curve Mediation Models. Structural Equation Modeling : a Multidisciplinary Journal. 26: 94-109. PMID 31057318 DOI: 10.1080/10705511.2018.1506925  0.755
2019 Hsiao YY, Tofighi D, Kruger ES, Lee Van Horn M, MacKinnon DP, Witkiewitz K. The (Lack of) Replication of Self-Reported Mindfulness as a Mechanism of Change in Mindfulness-Based Relapse Prevention for Substance Use Disorders. Mindfulness. 10: 724-736. PMID 30931014 DOI: 10.1007/S12671-018-1023-Z  0.745
2019 Enkavi AZ, Eisenberg IW, Bissett PG, Mazza GL, MacKinnon DP, Marsch LA, Poldrack RA. Large-scale analysis of test-retest reliabilities of self-regulation measures. Proceedings of the National Academy of Sciences of the United States of America. PMID 30842284 DOI: 10.1073/Pnas.1818430116  0.305
2018 Feingold A, MacKinnon DP, Capaldi DM. Mediation analysis with binary outcomes: Direct and indirect effects of pro-alcohol influences on alcohol use disorders. Addictive Behaviors. PMID 30639230 DOI: 10.1016/J.Addbeh.2018.12.018  0.405
2018 Valente MJ, MacKinnon DP. SAS Macros for Computing Causal Mediated Effects in Two- and Three-Wave Longitudinal Models. Sas Global Forum. 2018. PMID 30221259  0.728
2018 Olivera-Aguilar M, Rikoon SH, Gonzalez O, Kisbu-Sakarya Y, MacKinnon DP. Bias, Type I Error Rates, and Statistical Power of a Latent Mediation Model in the Presence of Violations of Invariance. Educational and Psychological Measurement. 78: 460-481. PMID 30140102 DOI: 10.1177/0013164416684169  0.637
2018 Miočević M, Gonzalez O, Valente MJ, MacKinnon DP. A Tutorial in Bayesian Potential Outcomes Mediation Analysis. Structural Equation Modeling : a Multidisciplinary Journal. 25: 121-136. PMID 29910595 DOI: 10.1080/10705511.2017.1342541  0.795
2018 MacKinnon DP, Valente MJ, Wurpts IC. Benchmark validation of statistical models: Application to mediation analysis of imagery and memory. Psychological Methods. PMID 29595294 DOI: 10.1037/Met0000174  0.801
2018 O'Rourke HP, MacKinnon DP. Reasons for Testing Mediation in the Absence of an Intervention Effect: A Research Imperative in Prevention and Intervention Research. Journal of Studies On Alcohol and Drugs. 79: 171-181. PMID 29553343 DOI: 10.15288/Jsad.2018.79.171  0.785
2018 Gonzalez O, MacKinnon DP. A Bifactor Approach to Model Multifaceted Constructs in Statistical Mediation Analysis. Educational and Psychological Measurement. 78: 5-31. PMID 29335655 DOI: 10.1177/0013164416673689  0.655
2017 Valente MJ, MacKinnon DP. SAS® Macros for Computing the Mediated Effect in the Pretest-Posttest Control Group Design. Sas Global Forum. 2017. PMID 30215060  0.732
2017 Miočević M, MacKinnon DP, Levy R. Power in Bayesian Mediation Analysis for Small Sample Research. Structural Equation Modeling : a Multidisciplinary Journal. 24: 666-683. PMID 29662296 DOI: 10.1080/10705511.2017.1312407  0.351
2017 Goldsmith KA, MacKinnon DP, Chalder T, White PD, Sharpe M, Pickles A. Tutorial: The Practical Application of Longitudinal Structural Equation Mediation Models in Clinical Trials. Psychological Methods. PMID 29283590 DOI: 10.1037/Met0000154  0.373
2017 Valente MJ, Pelham WE, Smyth H, MacKinnon DP. Confounding in statistical mediation analysis: What it is and how to address it. Journal of Counseling Psychology. 64: 659-671. PMID 29154577 DOI: 10.1037/Cou0000242  0.739
2017 Eisenberg IW, Bissett PG, Canning JR, Dallery J, Enkavi AZ, Whitfield-Gabrieli S, Gonzalez O, Green AI, Greene MA, Kiernan M, Kim SJ, Li J, Lowe MR, Mazza GL, Metcalf SA, ... ... MacKinnon DP, et al. Applying novel technologies and methods to inform the ontology of self-regulation. Behaviour Research and Therapy. PMID 29066077 DOI: 10.1016/J.Brat.2017.09.014  0.76
2017 Valente MJ, MacKinnon DP. Comparing models of change to estimate the mediated effect in the pretest-posttest control group design. Structural Equation Modeling : a Multidisciplinary Journal. 24: 428-450. PMID 28845097 DOI: 10.1080/10705511.2016.1274657  0.723
2017 Miočević M, O'Rourke HP, MacKinnon DP, Brown HC. Statistical properties of four effect-size measures for mediation models. Behavior Research Methods. PMID 28342072 DOI: 10.3758/S13428-017-0870-1  0.793
2016 Huang S, MacKinnon DP, Perrino T, Gallo C, Cruden G, Brown CH. A Statistical Method for Synthesizing Mediation Analyses Using the Product of Coefficient Approach Across Multiple Trials. Statistical Methods & Applications. 25: 565-579. PMID 28239330 DOI: 10.1007/S10260-016-0354-Y  0.419
2016 Valente MJ, Gonzalez O, Miočević M, MacKinnon DP. A Note on Testing Mediated Effects in Structural Equation Models: Reconciling Past and Current Research on the Performance of the Test of Joint Significance. Educational and Psychological Measurement. 76: 889-911. PMID 27833175 DOI: 10.1177/0013164415618992  0.79
2016 Fritz MS, Kenny DA, MacKinnon DP. The Combined Effects of Measurement Error and Omitting Confounders in the Single-Mediator Model. Multivariate Behavioral Research. 51: 681-697. PMID 27739903 DOI: 10.1080/00273171.2016.1224154  0.762
2016 Pirlott AG, MacKinnon DP. Design approaches to experimental mediation. Journal of Experimental Social Psychology. 66: 29-38. PMID 27570259 DOI: 10.1016/J.Jesp.2015.09.012  0.362
2016 Elliot DL, Goldberg L, MacKinnon DP, Ranby KW, Kuehl KS, Moe EL. Empiric validation of a process for behavior change. Translational Behavioral Medicine. 6: 449-56. PMID 27528533 DOI: 10.1007/S13142-015-0343-Y  0.376
2016 Ames SL, Wurpts IC, Pike J, MacKinnon DP, Reynolds KR, Stacy AW. Self-regulation interventions for the reduction of sugar-sweetened beverages in adolescents. Appetite. PMID 27374899 DOI: 10.1016/J.Appet.2016.06.036  0.784
2016 Kuehl KS, Elliot DL, MacKinnon DP, O'Rourke HP, DeFrancesco C, Miočević M, Valente M, Sleigh A, Garg B, McGinnis W, Kuehl H. The SHIELD (Safety & Health Improvement: Enhancing Law Enforcement Departments) Study: Mixed Methods Longitudinal Findings. Journal of Occupational and Environmental Medicine / American College of Occupational and Environmental Medicine. 58: 492-8. PMID 27158956 DOI: 10.1097/Jom.0000000000000716  0.787
2016 Gelfand LA, MacKinnon DP, DeRubeis RJ, Baraldi AN. Mediation Analysis with Survival Outcomes: Accelerated Failure Time vs. Proportional Hazards Models. Frontiers in Psychology. 7: 423. PMID 27065906 DOI: 10.3389/Fpsyg.2016.00423  0.314
2016 Tofighi D, MacKinnon DP. Monte Carlo Confidence Intervals for Complex Functions of Indirect Effects Structural Equation Modeling. 23: 194-205. DOI: 10.1080/10705511.2015.1057284  0.735
2016 Krull JL, Cheong J, Fritz MS, MacKinnon DP. Moderation and Mediation in Interindividual Longitudinal Analysis Development and Psychopathology. 1-64. DOI: 10.1002/9781119125556.Devpsy121  0.799
2015 Koning IM, Maric M, MacKinnon D, Vollebergh WA. Effects of a combined parent-student alcohol prevention program on intermediate factors and adolescents' drinking behavior: A sequential mediation model. Journal of Consulting and Clinical Psychology. 83: 719-27. PMID 25939019 DOI: 10.1037/A0039197  0.316
2015 MacKinnon DP, Pirlott AG. Statistical approaches for enhancing causal interpretation of the M to Y relation in mediation analysis. Personality and Social Psychology Review : An Official Journal of the Society For Personality and Social Psychology, Inc. 19: 30-43. PMID 25063043 DOI: 10.1177/1088868314542878  0.426
2015 O'Rourke HP, MacKinnon DP. When the test of mediation is more powerful than the test of the total effect. Behavior Research Methods. 47: 424-42. PMID 24903690 DOI: 10.3758/S13428-014-0481-Z  0.787
2014 Kisbu-Sakarya Y, MacKinnon DP, Miočević M. The Distribution of the Product Explains Normal Theory Mediation Confidence Interval Estimation. Multivariate Behavioral Research. 49: 261-268. PMID 25554711 DOI: 10.1080/00273171.2014.903162  0.322
2014 MacKinnon DP, Valente MJ. Mediation from multilevel to structural equation modeling. Annals of Nutrition & Metabolism. 65: 198-204. PMID 25413658 DOI: 10.1159/000362505  0.724
2014 Kuehl KS, Elliot DL, Goldberg L, MacKinnon DP, Vila BJ, Smith J, Mio?evi? M, O'Rourke HP, Valente MJ, DeFrancesco C, Sleigh A, McGinnis W. The safety and health improvement: enhancing law enforcement departments study: feasibility and findings. Frontiers in Public Health. 2: 38. PMID 24847475 DOI: 10.3389/Fpubh.2014.00038  0.767
2014 Yuan Y, Mackinnon DP. Robust mediation analysis based on median regression. Psychological Methods. 19: 1-20. PMID 24079925 DOI: 10.1037/A0033820  0.383
2013 Kisbu-Sakarya Y, MacKinnon DP, Aiken LS. 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: 47-62. PMID 26412869 DOI: 10.1177/0013164412450574  0.336
2013 Cox MG, Kisbu-Sakarya Y, Miočević M, MacKinnon DP. Sensitivity plots for confounder bias in the single mediator model. Evaluation Review. 37: 405-31. PMID 24681690 DOI: 10.1177/0193841X14524576  0.388
2013 Fritz MS, Cox MG, Mackinnon DP. Increasing Statistical Power in Mediation Models Without Increasing Sample Size. Evaluation & the Health Professions. PMID 24346658 DOI: 10.1177/0163278713514250  0.759
2013 Enders CK, Fairchild AJ, Mackinnon DP. A Bayesian Approach for Estimating Mediation Effects with Missing Data. Multivariate Behavioral Research. 48: 340-369. PMID 24039298 DOI: 10.1080/00273171.2013.784862  0.69
2013 Collins LM, MacKinnon DP, Reeve BB. Some methodological considerations in theory-based health behavior research. Health Psychology : Official Journal of the Division of Health Psychology, American Psychological Association. 32: 586-91. PMID 23646842 DOI: 10.1037/A0029543  0.311
2013 Stanton AL, Luecken LJ, MacKinnon DP, Thompson EH. Mechanisms in psychosocial interventions for adults living with cancer: opportunity for integration of theory, research, and practice. Journal of Consulting and Clinical Psychology. 81: 318-35. PMID 22663900 DOI: 10.1037/A0028833  0.317
2013 Tofighi D, West SG, MacKinnon DP. Multilevel mediation analysis: The effects of omitted variables in the 1-1-1 model. The British Journal of Mathematical and Statistical Psychology. 66: 290-307. PMID 22594884 DOI: 10.1111/J.2044-8317.2012.02051.X  0.736
2013 MacDougall J, Mackinnon D, Lavins B, Lembo A, Shiff SJ, Hao X, Currie M, Johnston J. PWE-027 Mediation Analysis Supports a Direct Effect of Linaclotide (LIN) on Abdominal Pain (AP) Relief Independent of Constipation Improvement Gut. 62. DOI: 10.1136/Gutjnl-2013-304907.316  0.309
2012 Bate SL, Stigler MH, Thompson MS, MacKinnon DP, Arora M, Perry CL, Reddy KS. A Qualitative Mediation Study to Evaluate a School-Based Tobacco Prevention Program in India (Project MYTRI). Field Methods. 24: 194-215. PMID 27547129 DOI: 10.1177/1525822X11420371  0.343
2012 MacKinnon DP, Coxe S, Baraldi AN. Guidelines for the Investigation of Mediating Variables in Business Research. Journal of Business and Psychology. 27: 1-14. PMID 25237213 DOI: 10.1007/S10869-011-9248-Z  0.405
2012 Elliot DL, Mackinnon DP, Mabry L, Kisbu-Sakarya Y, Defrancesco CA, Coxe SJ, Kuehl KS, Moe EL, Goldberg L, Favorite KC. Worksite wellness program implementation: a model of translational effectiveness. Translational Behavioral Medicine. 2: 228-35. PMID 24073114 DOI: 10.1007/S13142-012-0121-Z  0.375
2012 Fritz MS, Taylor AB, Mackinnon DP. Explanation of Two Anomalous Results in Statistical Mediation Analysis. Multivariate Behavioral Research. 47: 61-87. PMID 24049213 DOI: 10.1080/00273171.2012.640596  0.75
2012 Mackinnon DP, Cox MC. Commentary on "Mediation Analysis and Categorical Variables: The Final Frontier" by Dawn Iacobucci. Journal of Consumer Psychology : the Official Journal of the Society For Consumer Psychology. 22: 600-602. PMID 23180961 DOI: 10.1016/J.Jcps.2012.03.009  0.391
2012 Pirlott AG, Kisbu-Sakarya Y, Defrancesco CA, Elliot DL, Mackinnon DP. Mechanisms of motivational interviewing in health promotion: a Bayesian mediation analysis. The International Journal of Behavioral Nutrition and Physical Activity. 9: 69. PMID 22681874 DOI: 10.1186/1479-5868-9-69  0.301
2012 Taylor AB, MacKinnon DP. Four applications of permutation methods to testing a single-mediator model. Behavior Research Methods. 44: 806-44. PMID 22311738 DOI: 10.3758/S13428-011-0181-X  0.368
2011 Mackinnon DP. Integrating Mediators and Moderators in Research Design. Research On Social Work Practice. 21: 675-681. PMID 22675239 DOI: 10.1177/1049731511414148  0.379
2011 Jo B, Stuart EA, Mackinnon DP, Vinokur AD. The Use of Propensity Scores in Mediation Analysis. Multivariate Behavioral Research. 46: 425-452. PMID 22399826 DOI: 10.1080/00273171.2011.576624  0.384
2011 Ranby KW, MacKinnon DP, Fairchild AJ, Elliot DL, Kuehl KS, Goldberg L. The PHLAME (Promoting Healthy Lifestyles: Alternative Models' Effects) firefighter study: testing mediating mechanisms. Journal of Occupational Health Psychology. 16: 501-13. PMID 21728433 DOI: 10.1037/A0023002  0.667
2011 MacKinnon DP, Luecken LJ. Statistical analysis for identifying mediating variables in public health dentistry interventions. Journal of Public Health Dentistry. 71: S37-46. PMID 21656950 DOI: 10.1111/J.1752-7325.2011.00252.X  0.331
2011 Tofighi D, MacKinnon DP. RMediation: an R package for mediation analysis confidence intervals. Behavior Research Methods. 43: 692-700. PMID 21487904 DOI: 10.3758/S13428-011-0076-X  0.741
2011 Weaver SR, Cheong J, MacKinnon DP, Pentz MA. Investigating ethnic differences in adolescent alcohol use and peer norms using semi-continuous latent growth models. Alcohol and Alcoholism (Oxford, Oxfordshire). 46: 620-6. PMID 21478496 DOI: 10.1093/Alcalc/Agr034  0.637
2011 Lockhart G, MacKinnon DP, Ohlrich V. Mediation analysis in psychosomatic medicine research. Psychosomatic Medicine. 73: 29-43. PMID 21148809 DOI: 10.1097/Psy.0B013E318200A54B  0.351
2011 Sandler IN, Schoenfelder EN, Wolchik SA, MacKinnon DP. Long-term impact of prevention programs to promote effective parenting: Lasting effects but uncertain processes Annual Review of Psychology. 62: 299-329. PMID 20822438 DOI: 10.1146/Annurev.Psych.121208.131619  0.319
2010 Thoemmes F, Mackinnon DP, Reiser MR. POWER ANALYSIS FOR COMPLEX MEDIATIONAL DESIGNS USING MONTE CARLO METHODS. Structural Equation Modeling : a Multidisciplinary Journal. 17: 510-534. PMID 23935262 DOI: 10.1080/10705511.2010.489379  0.395
2010 Lee MR, Chassin L, Mackinnon D. The effect of marriage on young adult heavy drinking and its mediators: results from two methods of adjusting for selection into marriage. Psychology of Addictive Behaviors : Journal of the Society of Psychologists in Addictive Behaviors. 24: 712-8. PMID 21198229 DOI: 10.1037/A0020983  0.357
2010 Elliot DL, Kerry KS, Moe EL, Defrancesco CA, Goldberg L, Mackinnon DP, Enders J, Favorite KC. The IGNITE (investigation to guide new insight into translational effectiveness) trial: Protocol for a translational study of an evidenced-based wellness program in fire departments. Implementation Science : Is. 5: 73. PMID 20932290 DOI: 10.1186/1748-5908-5-73  0.327
2009 Tofighi D, MacKinnon DP, West SG. Abstract: A General Method to Derive Covariances between Parameter Estimates in Mediation Models. Multivariate Behavioral Research. 44: 855. PMID 26801804 DOI: 10.1080/00273170903467547  0.728
2009 Mackinnon DP, Fairchild AJ. Current Directions in Mediation Analysis. Current Directions in Psychological Science. 18: 16. PMID 20157637 DOI: 10.1111/J.1467-8721.2009.01598.X  0.683
2009 Yuan Y, MacKinnon DP. Bayesian mediation analysis. Psychological Methods. 14: 301-22. PMID 19968395 DOI: 10.1037/A0016972  0.379
2009 Ranby KW, Aiken LS, Mackinnon DP, Elliot DL, Moe EL, McGinnis W, Goldberg L. A mediation analysis of the ATHENA intervention for female athletes: prevention of athletic-enhancing substance use and unhealthy weight loss behaviors. Journal of Pediatric Psychology. 34: 1069-83. PMID 19386771 DOI: 10.1093/Jpepsy/Jsp025  0.308
2009 Fairchild AJ, Mackinnon DP, Taborga MP, Taylor AB. R2 effect-size measures for mediation analysis. Behavior Research Methods. 41: 486-98. PMID 19363189 DOI: 10.3758/Brm.41.2.486  0.784
2009 Bate SL, Stigler MH, Thompson MS, Arora M, Perry CL, Reddy KS, Mackinnon DP. Psychosocial mediators of a school-based tobacco prevention program in India: results from the first year of project MYTRI. Prevention Science : the Official Journal of the Society For Prevention Research. 10: 116-28. PMID 19023657 DOI: 10.1007/S11121-008-0113-X  0.321
2009 Fairchild AJ, MacKinnon DP. A general model for testing mediation and moderation effects. Prevention Science : the Official Journal of the Society For Prevention Research. 10: 87-99. PMID 19003535 DOI: 10.1007/S11121-008-0109-6  0.715
2009 Tofighi D, Mackinnon DP, Yoon M. Covariances between regression coefficient estimates in a single mediator model. The British Journal of Mathematical and Statistical Psychology. 62: 457-84. PMID 18652738 DOI: 10.1348/000711008X331024  0.742
2008 Williams J, Mackinnon DP. Resampling and Distribution of the Product Methods for Testing Indirect Effects in Complex Models. Structural Equation Modeling : a Multidisciplinary Journal. 15: 23-51. PMID 20179778 DOI: 10.1080/10705510701758166  0.565
2008 Fritz MS, MacKinnon DP. A graphical representation of the mediated effect. Behavior Research Methods. 40: 55-60. PMID 18411527 DOI: 10.3758/Brm.40.1.55  0.766
2008 MacKinnon DP, Luecken LJ. How and for whom? Mediation and moderation in health psychology. Health Psychology : Official Journal of the Division of Health Psychology, American Psychological Association. 27: S99-S100. PMID 18377161 DOI: 10.1037/0278-6133.27.2(Suppl.).S99  0.317
2008 Brown CH, Wang W, Kellam SG, Muthén BO, Petras H, Toyinbo P, Poduska J, Ialongo N, Wyman PA, Chamberlain P, Sloboda Z, MacKinnon DP, Windham A. 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. 95: S74-S104. PMID 18215473 DOI: 10.1016/J.Drugalcdep.2007.11.013  0.362
2008 Taylor AB, MacKinnon DP, Tein JY. Tests of the three-path mediated effect Organizational Research Methods. 11: 241-269. DOI: 10.1177/1094428107300344  0.386
2007 MacKinnon DP, Fritz MS, Williams J, Lockwood CM. Distribution of the product confidence limits for the indirect effect: program PRODCLIN. Behavior Research Methods. 39: 384-9. PMID 17958149 DOI: 10.3758/Bf03193007  0.782
2007 Goldberg L, Elliot DL, MacKinnon DP, Moe EL, Kuehl KS, Yoon M, Taylor A, Williams J. Outcomes of a prospective trial of student-athlete drug testing: the Student Athlete Testing Using Random Notification (SATURN) study. The Journal of Adolescent Health : Official Publication of the Society For Adolescent Medicine. 41: 421-9. PMID 17950161 DOI: 10.1016/J.Jadohealth.2007.08.001  0.508
2007 MacKinnon DP, Lockwood CM, Brown CH, Wang W, Hoffman JM. The intermediate endpoint effect in logistic and probit regression. Clinical Trials (London, England). 4: 499-513. PMID 17942466 DOI: 10.1177/1740774507083434  0.811
2007 Fritz MS, Mackinnon DP. Required sample size to detect the mediated effect. Psychological Science. 18: 233-9. PMID 17444920 DOI: 10.1111/J.1467-9280.2007.01882.X  0.745
2007 MacKinnon DP, Fairchild AJ, Fritz MS. Mediation analysis. Annual Review of Psychology. 58: 593-614. PMID 16968208 DOI: 10.1146/annurev.psych.58.110405.085542  0.801
2006 Morgan-Lopez AA, MacKinnon DP. Demonstration and evaluation of a method for assessing mediated moderation. Behavior Research Methods. 38: 77-87. PMID 16817516 DOI: 10.3758/Bf03192752  0.715
2006 Cheong J, Hall NM, MacKinnon DP. Use of designated boat operators and designated drivers among college students. Journal of Studies On Alcohol. 67: 616-9. PMID 16736082 DOI: 10.15288/Jsa.2006.67.616  0.631
2005 Fritz MS, MacKinnon DP, Williams J, Goldberg L, Moe EL, Elliot DL. Analysis of baseline by treatment interactions in a drug prevention and health promotion program for high school male athletes. Addictive Behaviors. 30: 1001-5. PMID 15893095 DOI: 10.1016/J.Addbeh.2004.08.030  0.765
2004 Mackinnon DP, Lockwood CM, Williams J. Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods. Multivariate Behavioral Research. 39: 99. PMID 20157642 DOI: 10.1207/S15327906Mbr3901_4  0.792
2004 Tein JY, Sandler IN, MacKinnon DP, Wolchik SA. 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: 617-24. PMID 15301646 DOI: 10.1037/0022-006X.72.4.617  0.312
2003 Cheong J, Mackinnon DP, Khoo ST. Investigation of Mediational Processes Using Parallel Process Latent Growth Curve Modeling. Structural Equation Modeling : a Multidisciplinary Journal. 10: 238. PMID 20157639 DOI: 10.1207/S15328007Sem1002_5  0.65
2003 MacKinnon DP, Lockwood CM. Advances in statistical methods for substance abuse prevention research. Prevention Science : the Official Journal of the Society For Prevention Research. 4: 155-71. PMID 12940467 DOI: 10.1023/A:1024649822872  0.784
2003 Morgan-Lopez AA, Gonzalez Castro F, Chassin L, MacKinnon DP. A mediated moderation model of cigarette use among Mexican American youth. Addictive Behaviors. 28: 583-9. PMID 12628629 DOI: 10.1016/S0306-4603(01)00262-3  0.652
2003 Goldberg L, Elliot DL, MacKinnon DP, Moe E, Kuehl KS, Nohre L, Lockwood CM. Drug testing athletes to prevent substance abuse: background and pilot study results of the SATURN (Student Athlete Testing Using Random Notification) study. The Journal of Adolescent Health : Official Publication of the Society For Adolescent Medicine. 32: 16-25. PMID 12507797 DOI: 10.1016/S1054-139X(02)00444-5  0.771
2002 MacKinnon DP, Taborga MP, Morgan-Lopez AA. Mediation designs for tobacco prevention research. Drug and Alcohol Dependence. 68: S69-83. PMID 12324176 DOI: 10.1016/S0376-8716(02)00216-8  0.786
2002 MacKinnon DP, Lockwood CM, Hoffman JM, West SG, Sheets V. A comparison of methods to test mediation and other intervening variable effects. Psychological Methods. 7: 83-104. PMID 11928892 DOI: 10.1037/1082-989X.7.1.83  0.799
2001 MacKinnon DP, Goldberg L, Clarke GN, Elliot DL, Cheong J, Lapin A, Moe EL, Krull JL. Mediating mechanisms in a program to reduce intentions to use anabolic steroids and improve exercise self-efficacy and dietary behavior. Prevention Science : the Official Journal of the Society For Prevention Research. 2: 15-28. PMID 11519372 DOI: 10.1023/A:1010082828000  0.661
2001 MacKinnon DP, Nohre L, Cheong J, Stacy AW, Pentz MA. Longitudinal relationship between the alcohol warning label and alcohol consumption. Journal of Studies On Alcohol. 62: 221-7. PMID 11327188 DOI: 10.15288/Jsa.2001.62.221  0.771
2001 Krull JL, MacKinnon DP. Multilevel modeling of individual and group level mediated effects Multivariate Behavioral Research. 36: 249-277. DOI: 10.1207/S15327906Mbr3602_06  0.363
2001 Goldberg L, Elliot DL, MacKinnon D, Moe E, Kuehl K, Nohre L, Lockwood C, McGinnis W. DRUG TESTING ADOLESCENT ATHLETES TO PREVENT DRUG USE Medicine & Science in Sports & Exercise. 33: S69. DOI: 10.1097/00005768-200105001-00393  0.752
2000 MacKinnon DP, Krull JL, Lockwood CM. Equivalence of the mediation, confounding and suppression effect. Prevention Science : the Official Journal of the Society For Prevention Research. 1: 173-81. PMID 11523746 DOI: 10.1023/A:1026595011371  0.796
2000 MacKinnon DP, Nohre L, Pentz MA, Stacy AW. The alcohol warning and adolescents: 5-year effects. American Journal of Public Health. 90: 1589-94. PMID 11029993 DOI: 10.2105/Ajph.90.10.1589  0.774
2000 Goldberg L, MacKinnon DP, Elliot DL, Moe EL, Clarke G, Cheong J. The adolescents training and learning to avoid steroids program: preventing drug use and promoting health behaviors. Archives of Pediatrics & Adolescent Medicine. 154: 332-8. PMID 10768668 DOI: 10.1001/Archpedi.154.4.332  0.654
2000 Gerend MA, MacKinnon DP, Nohre L. High school students' knowledge and beliefs about television advisory warnings Journal of Applied Communication Research. 28: 291-308. DOI: 10.1080/00909880009365578  0.764
1999 Krull JL, MacKinnon DP. Multilevel mediation modeling in group-based intervention studies Evaluation Review. 23: 418-444. PMID 10558394 DOI: 10.1177/0193841X9902300404  0.405
1999 Nohre L, MacKinnon DP, Stacy AW, Pentz MA. The association between adolescents' receiver characteristics and exposure to the alcohol warning label Psychology and Marketing. 16: 245-259. DOI: 10.1002/(Sici)1520-6793(199905)16:3<245::Aid-Mar4>3.0.Co;2-S  0.772
1998 Chou CP, Montgomery S, Pentz MA, Rohrbach LA, Johnson CA, Flay BR, MacKinnon DP. Effects of a community-based prevention program on decreasing drug use in high-risk adolescents. American Journal of Public Health. 88: 944-8. PMID 9618626 DOI: 10.2105/Ajph.88.6.944  0.313
1998 MacKinnon DP, Lapin A. Effects of alcohol warnings and advertisements: A test of the boomerang hypothesis Psychology and Marketing. 15: 707-736. DOI: 10.1002/(Sici)1520-6793(199810)15:7<707::Aid-Mar6>3.0.Co;2-J  0.332
1997 Finch JF, West SG, MacKinnon DP. Effects of sample size and nonnormality on the estimation of mediated effects in latent variable models Structural Equation Modeling. 4: 87-107. DOI: 10.1080/10705519709540063  0.354
1996 Goldberg L, Elliot D, Clarke GN, MacKinnon DP, Moe E, Zoref L, Green C, Wolf SL, Greffrath E, Miller DJ, Lapin A. Effects of a multidimensional anabolic steroid prevention intervention: The adolescents training and learning to avoid steroids (ATLAS) program Journal of the American Medical Association. 276: 1555-1562. PMID 8918852 DOI: 10.1001/Jama.276.19.1555  0.357
1996 Goldberg L, Elliot DL, Clarke GN, MacKinnon DP, Zoref L, Moe E, Green C, Wolf SL. The adolescents training and learning to avoid steroids (ATLAS) prevention program: Background and results of a model intervention Archives of Pediatrics and Adolescent Medicine. 150: 713-721. PMID 8673196 DOI: 10.1001/Archpedi.1996.02170320059010  0.348
1996 Graham JW, Hofer SM, MacKinnon DP. Maximizing the usefulness of data obtained with planned missing value patterns: An application of maximum likelihood procedures Multivariate Behavioral Research. 31: 197-218. DOI: 10.1207/S15327906Mbr3102_3  0.331
1996 Johnson CA, MacKinnon DP, Pentz MA. Breadth of program and outcome effectiveness in drug abuse prevention American Behavioral Scientist. 884-896. DOI: 10.1177/0002764296039007009  0.337
1996 Donaldson SI, Sussman S, MacKinnon DP, Severson HH, Glynn T, Murray DM, Stone EJ. Drug abuse prevention programming: Do we know what content works? American Behavioral Scientist. 868-883. DOI: 10.1177/0002764296039007008  0.306
1995 Mackinnon DP, Warsi G, Dwyer JH. A Simulation Study of Mediated Effect Measures. Multivariate Behavioral Research. 30: 41. PMID 20157641 DOI: 10.1207/S15327906Mbr3001_3  0.377
1995 Scribner RA, MacKinnon DP, Dwyer JH. The risk of assaultive violence and alcohol availability in Los Angeles county American Journal of Public Health. 85: 335-340. PMID 7892915 DOI: 10.2105/Ajph.85.3.335  0.316
1994 MacKinnon DP, Nemeroff C, Nohre L. Avoidance Responses to Alternative Alcohol Warning Labels1 Journal of Applied Social Psychology. 24: 733-753. DOI: 10.1111/J.1559-1816.1994.Tb00609.X  0.771
1993 MacKinnon DP. A choice-based method to compare alternative alcohol warning labels Journal of Studies On Alcohol. 54: 614-617. PMID 8412151 DOI: 10.15288/Jsa.1993.54.614  0.301
1993 Stacy AW, MacKinnon DP, Pentz MA. Generality and specificity in health behavior: application to warning-label and social influence expectancies. The Journal of Applied Psychology. 78: 611-27. PMID 8407705 DOI: 10.1037/0021-9010.78.4.611  0.328
1993 Mackinnon DP, Dwyer JH. Estimating Mediated Effects in Prevention Studies Evaluation Review. 17: 144-158. DOI: 10.1177/0193841X9301700202  0.398
1991 Dwyer JH, MacKinnon DP. Outcome measurement issues in drug abuse prevention studies Nida Research Monograph. 107: 183-194. PMID 1922305 DOI: 10.3109/10826089709035562  0.31
1990 Pentz MA, Trebow EA, Flay BR, Hansen WB, Daniels S, Mackinnon DP, Cormack C, Dwyer JH, Johnson CA. Effects of Program Implementation on Adolescent Drug Use Behavior: The Midwestern Prevention Project (MPP) Evaluation Review. 14: 264-289. DOI: 10.1177/0193841X9001400303  0.344
1989 Pentz MA, MacKinnon DP, Flay BR, Hansen WB, Johnson CA, Dwyer JH. Primary prevention of chronic diseases in adolescence: effects of the Midwestern Prevention Project on tobacco use. American Journal of Epidemiology. 130: 713-24. PMID 2788994 DOI: 10.1093/Oxfordjournals.Aje.A115393  0.301
1989 Pentz MA, Dwyer JH, MacKinnon DP, Flay BR, Hansen WB, Wang EY, Johnson CA. A multicommunity trial for primary prevention of adolescent drug abuse. Effects on drug use prevalence. Jama. 261: 3259-66. PMID 2785610 DOI: 10.1001/Jama.1989.03420220073030  0.325
1989 Dwyer JH, MacKinnon DP, Pentz MA, Flay BR, Hansen WB, Wang EY, Johnson CA. Estimating intervention effects in longitudinal studies. American Journal of Epidemiology. 130: 781-95. PMID 2773920 DOI: 10.1093/Oxfordjournals.Aje.A115399  0.413
1989 Pentz MA, MacKinnon DP, Dwyer JH, Wang EY, Hansen WB, Flay BR, Johnson CA. Longitudinal effects of the midwestern prevention project on regular and experimental smoking in adolescents. Preventive Medicine. 18: 304-21. PMID 2740299 DOI: 10.1016/0091-7435(89)90077-7  0.303
1989 MacKinnon DP, Weber MD, Pentz MA. How do school-based drug prevention programs work and for whom? Drugs and Society. 3: 125-143. DOI: 10.1300/J023V03N01_06  0.358
1986 MacKinnon DP, Woodward JA. The impact of raising the minimum drinking age on driver fatalities. The International Journal of the Addictions. 21: 1331-8. PMID 3804518 DOI: 10.3109/10826088609074858  0.456
1986 Mackinnon DP, Woodward JA. The impact of raising the minimum drinking age on driver fatalities Substance Use and Misuse. 21: 1331-1338. DOI: 10.3109/10826088609074858  0.383
1985 MacKinnon DP, Geiselman RE, Woodward JA. The effects of effort on Stroop interference Acta Psychologica. 58: 225-235. PMID 3993410 DOI: 10.1016/0001-6918(85)90022-8  0.471
Show low-probability matches.