Regression-based statistical mediation and moderation analysis in clinical research: Observations, recommendations, and implementation
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Allen, 2015, Synchrony and desynchrony in the tripartite model of fear: Predicting treatment outcome in clinically phobic children, Behavior Research and Therapy, 71, 54, 10.1016/j.brat.2015.05.009
Arch, 2014, Cognitive behavioral therapy and pharmacotherapy for anxiety: Treatment preferences and credibility among pregnant and non-pregnant women, Behaviour Research and Therapy, 52, 53, 10.1016/j.brat.2013.11.003
Armstrong, 2011, Attentional control in OCD and GAD: Specificity and associations with core cognitive symptoms, Behavior Research and Therapy, 49, 756, 10.1016/j.brat.2011.08.003
Bailey, 2016, Is metacognition a causal moderator of the relationship between catastrophic misinterpretation and health anxiety? A prospective study, Behavior Research and Therapy, 78, 43, 10.1016/j.brat.2016.01.002
Baron, 1986, The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations, Journal of Personality and Social Psychology, 51, 1173, 10.1037/0022-3514.51.6.1173
Bauer, 2005, Probing interactions in fixed and multilevel regression: Inferential and graphical techniques, Multivariate Behavioral Research, 40, 373, 10.1207/s15327906mbr4003_5
Beadman, 2015, A comparison of emotion regulation strategies in response to craving cognitions: Effects on smoking behaviour, craving, and affect in dependent smokers, Behaviour Research and Therapy, 69, 29, 10.1016/j.brat.2015.03.013
Boden, 2012, The role of maladaptive beliefs in cognitive-behavioral therapy: Evidence from social anxiety disorder, Behavior Research and Therapy, 50, 287, 10.1016/j.brat.2012.02.007
Bollen, 1989
Brandt, 2015, The examination of emotion dysregulation as a moderator of depression and HIV-relevant outcome relations among an HIV 1 sample, Cognitive Behavioural Therapy, 44, 9, 10.1080/16506073.2014.950323
Breitborde, 2010, Mediators and moderatorsin early intervention research, Early Interventions in Psychiatry, 4, 143, 10.1111/j.1751-7893.2010.00177.x
Campbell, 1999
Cerin, 2009, A commentary on current practice in mediating variable analysis in behavioral nutrition and physical activity, Public Health Nutrition, 12, 1182, 10.1017/S1368980008003649
Cohen, 2003
Conklin, 2015, Relationships among adaptive and maladaptive emotion regulation strategies and psychopathology during the treatment of comorbid anxiety and alcohol use disorders, Behaviour Research and Therapy, 73, 124, 10.1016/j.brat.2015.08.001
Darlington, 2017
Deacon, 2013, Maximizing the efficacy of interoceptive exposure by optimizing inhibitory learning: A randomized controlled trial, Behaviour Research and Therapy, 51, 588, 10.1016/j.brat.2013.06.006
Dennis-Tiwary, 2016, For whom the bell tolls: Neurocognitive individual differences in the acute stress-reduction effects of an attention bias modification game for anxiety, Behavior Research and Therapy, 78, 43
Edwards, 2007, Methods for integrating moderation and mediation: A general analytical framework using moderated path analysis, Psychological Methods, 12, 1, 10.1037/1082-989X.12.1.1
Emsley, 2010, Mediation and moderation of treatment effects in randomised controlled trials of complex interventions, Statistical Methods in Medical Research, 19, 237, 10.1177/0962280209105014
Fairchild, 2009, A general model for testing mediation and moderation effects, Prevention Science, 10, 87, 10.1007/s11121-008-0109-6
Fillo, 2016, Emotion dysregulation explains relations between sleep disturbance and smoking quit-related cognition and behavior, Addictive Behaviors, 57, 6, 10.1016/j.addbeh.2016.01.013
Friedrich, 1982, In defense of multiplicative terms in multiple regression equations, American Journal of Political Science, 26, 797, 10.2307/2110973
Fritz, 2012, Explanation of two anomalous results in statistical mediation analysis, Multivariate Behavioral Research, 47, 61, 10.1080/00273171.2012.640596
Gaume, 2016, Under what conditions? Therapist and client characteristics moderate the role of change talk in brief motivational intervention, Journal of Consulting and Clinical Psychology, 84, 211, 10.1037/a0039918
Gaynor, 2013, The role of safety-seeking behaviours in maintaining threat appraisals in psychosis, Behaviour Research and Therapy, 51, 75, 10.1016/j.brat.2012.10.008
Hayes, 2009, Beyond Baron and Kenny: Statistical mediation analysis in the new millennium, Communication Monographs, 76, 408, 10.1080/03637750903310360
Hayes, 2013
Hayes, 2015, An index and test of linear moderated mediation, Multivariate Behavioral Research, 50, 1, 10.1080/00273171.2014.962683
Hayes, 2016
Hayes, 2009, Computational procedures for probing interactions in OLS and logistic regression, Behavior Research Methods, 41, 924, 10.3758/BRM.41.3.924
Hayes, 2016, A tutorial on testing, visualizing, and probing an interaction involving a multicategorical variable in linear regression analysis, Communication Methods and Measures
Hayes, 2013, Conditional process modeling: Using structural equation modeling to examine contingent causal processes, 217
Hayes, 2014, Statistical mediation analysis with a multicategorical independent variable, British Journal of Mathematical and Statistical Psychology, 67, 451, 10.1111/bmsp.12028
Hayes, 2013, The relative trustworthiness of inferential tests of the indirect effect in statistical mediation analysis: Does method really matter?, Psychological Science, 24, 1918, 10.1177/0956797613480187
Imai, 2010, A general approach to causal mediation analysis, Psychological Methods, 15, 309, 10.1037/a0020761
Irwin, 2001, Misleading heuristics and moderated multiple regression models, Journal of Marketing Research, 38, 100, 10.1509/jmkr.38.1.100.18835
Johnson, 1950, The Johnson-Neyman technique, its theory, and application, Psychometrika, 15, 349, 10.1007/BF02288864
Johnson, 1936, Tests of certain linear hypotheses and their application to some educational problems, Statistical Research Memoirs, 1, 57
Kelley, 2012, On effect size, Psychological Methods, 17, 137, 10.1037/a0028086
Keng, 2016, Effects of a brief mindful acceptance induction on implicit dysfunctional attitudes and concordance between implicit and explicit dysfunctional attitudes, Behaviour Research and Therapy, 83, 1, 10.1016/j.brat.2016.05.004
Kenny, 2014, Power anomalies in testing mediation, Psychological Science, 25, 334, 10.1177/0956797613502676
Kraemer, 2016, Messages for clinicians: Moderators and mediators of treatment outcome in randomized clinical trials, American Journal of Psychiatry, 137, 672, 10.1176/appi.ajp.2016.15101333
Kraemer, 2008, How and why criteria defining moderators and mediators differ between the Baron & Kenny and MacArthur approaches, Health Psychology, 27, S101, 10.1037/0278-6133.27.2(Suppl.).S101
Kraemer, 2002, Mediators and moderators of treatment effects in randomized clinical trials, Archives of General Psychiatry, 59, 877, 10.1001/archpsyc.59.10.877
Kromrey, 1998, Mean centering in moderated multiple regression: Much ado about nothing, Educational and Psychological Measurement, 58, 42, 10.1177/0013164498058001005
Kuckertz, 2014, The effectiveness of an attention bias modification program as an adjunctive treatment for post-traumatic stress disorder, Behavioural Research and Therapy, 63, 25, 10.1016/j.brat.2014.09.002
Lebowitz, 2015, Anxiety sensitivity moderates behavioral avoidance in anxious youth, Behaviour Research and Therapy, 74, 11, 10.1016/j.brat.2015.08.009
MacKinnon, 2000, Contrasts in multiple mediator models, 141
Magill, 2011, Moderators and mediators in social work research: Toward a more ecologically valid evidence base for practitioners, Journal of Social Work, 11, 387, 10.1177/1468017310379930
Manuel, 2013, Emotion regulation in broadly defined anorexia nervosa: Association with negative affective memory bias, Behaviour Research and Therapy, 51, 417, 10.1016/j.brat.2013.04.005
McLean, 2015, Changes in negative cognitions mediate PTSD symptom reductions during client-centered therapy and prolonged exposure for adolescents, Behaviour Research and Therapy, 68, 64, 10.1016/j.brat.2015.03.008
Montoya, 2016
Morgan, 2013, Behavior change through automated e-mails: Mediation analysis of self-help strategy use for depressive symptoms, Behaviour Research and Therapy, 51, 57, 10.1016/j.brat.2012.11.002
Muller, 2005, When mediation and moderated and moderation is mediated, Journal of Personality and Social Psychology, 89, 852, 10.1037/0022-3514.89.6.852
Muthén, 2015, Causal effects in mediation modeling: An introduction with applications to latent variables, Structural Equation Modeling, 22, 12, 10.1080/10705511.2014.935843
Newby, 2014, Reductions in negative repetitive thinking and metacognitive beliefs during transdiagnostic internet cognitive behavioral therapy (iCBT) for mixed anxiety and depression, Behaviour Research and Therapy, 59, 53, 10.1016/j.brat.2014.05.009
Pictet, 2016, When less could be more: Investigating the effects of a brief internet-based imagery cognitive bias modification intervention in depression, Behaviour Research and Therapy, 84, 45, 10.1016/j.brat.2016.07.008
Pitts, 2016, Retrospective appraisals mediate the effects of combat experiences on PTS and depression symptoms in U.S. Army medics, Journal of Traumatic Stress, 29, 65, 10.1002/jts.22067
Poon, 2016, Adolescent substance use & Psychopathology: Interactive effects of cortisol reactivity and emotion regulation, Cognitive Therapy and Research, 40, 368, 10.1007/s10608-015-9729-x
Preacher, 2015, Advances in mediation analysis: A survey and synthesis of new developments, Annual Review of Psychology, 66, 825, 10.1146/annurev-psych-010814-015258
Preacher, 2006, Computational tools for probing interactions in multiple linear regression, multilevel modeling, and latent curve analysis, Journal of Educational and Behavioral Statistics, 31, 437, 10.3102/10769986031004437
Preacher, 2004, SPSS and SAS procedures for estimating indirect effects in simple mediation models, Behavior Research Methods, Instruments, and Computers, 36, 717, 10.3758/BF03206553
Preacher, 2008, Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models, Behavior Research Methods, 40, 879, 10.3758/BRM.40.3.879
Preacher, 2011, Effect size measures for mediation models: Quantitative strategies for communicating indirect effects, Psychological Methods, 16, 93, 10.1037/a0022658
Preacher, 2007, Assessing moderated mediation hypotheses: Theory, method, and prescription, Multivariate Behavioral Research, 42, 185, 10.1080/00273170701341316
Preacher, 2012, Advantages of Monte Carlo confidence intervals for indirect effects, Communication Methods and Measures, 6, 77, 10.1080/19312458.2012.679848
Rucker, 2011, Mediation analysis in social psychology: Current practices and new recommendations, Personality and Social Psychology Compass, 5/6, 359, 10.1111/j.1751-9004.2011.00355.x
Sandin, 2015, Anxiety sensitivity, catastrophic misinterpretations and panic self-efficacy in the prediction of panic disorder severity: Towards a tripartite cognitive model of panic disorder, Behaviour Research and Therapy, 67, 30, 10.1016/j.brat.2015.01.005
Seehuus, 2015, The role of family environment and multiple forms of childhood abuse in the shaping of sexual function and satisfaction in women, Archives of Sexual Behavior, 44, 1595, 10.1007/s10508-014-0364-5
Shrout, 2002, Mediation in experimental and nonexperimental studies: New procedures and recommendations, Psychological Methods, 7, 422, 10.1037/1082-989X.7.4.422
Smith, 2015, Computerized CBT for depressed adolescents: Randomized controlled trial, Behaviour Research and Therapy, 73, 104, 10.1016/j.brat.2015.07.009
Sobel, 1982, Asymptotic confidence intervals for indirect effects in structural equation models, Sociological Methodology, 13, 290, 10.2307/270723
Spiller, 2013, Spotlights, floodlights, and the magic number zero: Simple effects tests in moderated regression, Journal of Marketing Research, 50, 277, 10.1509/jmr.12.0420
Spinhoven, 2015, Trait rumination predicts onset of post-traumatic stress disorder through trauma-related cognitive appraisals: A 4-year longitudinal study, Behavior Research and Therapy, 74, 60
Staring, 2016, Self-esteem treatment in anxiety: A randomized controlled crossover trial of eye movement desensitization and reprocessing (EMDR) versus competitive memory training (COMET) in patients with anxiety disorders, Behaviour Research and Therapy, 82, 11, 10.1016/j.brat.2016.04.002
Tofighi, 2009, Rmediation: An R package for mediation analysis confidence intervals, Behavior Research Methods, 43, 692, 10.3758/s13428-011-0076-x
Torres, 2015, Ethnic microaggressions, traumatic stress symptoms, and Latino depression: A moderated mediational model, Journal of Counseling, 62, 393, 10.1037/cou0000077
Trompetter, 2015, Psychological flexibility and catastrophizing as associated change mechanisms during online acceptance & commitment therapy for chronic pain, Behaviour Research and Therapy, 74, 50, 10.1016/j.brat.2015.09.001
Valeri, 2013, Mediation analysis allowing for exposure–mediator interactions and causal interpretation: Theoretical assumptions and implementation with SAS and SPSS macros, Psychological Methods, 18, 137, 10.1037/a0031034
Vincent, 2013, Hyperarousal, sleep scheduling, and time awake in bed as mediators of outcome in computerized cognitive-behavioral therapy (cCBT) for insomnia, Behavioural Research and Therapy, 51, 161, 10.1016/j.brat.2012.12.003
Wan, 2015, Monotonicity of effect sizes: Questioning kappa-squared as mediation effect size measure, Psychological Methods, 20, 193, 10.1037/met0000029
Williams, 2008, Resampling and distribution of the product methods for testing indirect effects in complex models, Structural Equation Modeling, 15, 23, 10.1080/10705510701758166
Witkiewitz, 2010, Depression, craving, and substance use following a randomized trial of mindfulness-based relapse prevention, Journal of Consulting and Clinical Psychology, 78, 362, 10.1037/a0019172
Yuan, 2009, Bayesian mediation analysis, Psychological Methods, 14, 301, 10.1037/a0016972
Zhao, 2010, Reconsidering Baron and Kenny: Myths and truths about mediation analysis, Journal of Consumer Research, 37, 197, 10.1086/651257