On the importance of temporal precedence in mediational analyses

The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations.

Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.51.6.1173 · Cited by 91,542 · see citing works

Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models

Preacher, K. J., & Hayes, A. F. (2008) · Behavior Research Methods · doi:10.3758/brm.40.3.879 · Cited by 34,117 · see citing works

Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models

Sobel, M. E. (1982) · Sociological Methodology · doi:10.2307/270723 · Cited by 12,810 · see citing works

A comparison of methods to test mediation and other intervening variable effects

MacKinnon, D. P., Lockwood, C. M., Hoffman, J. M., West, S. G., & Sheets, V. (2002) · Psychological Methods · doi:10.1037/1082-989x.7.1.83 · Cited by 9,406 · see citing works

Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods

MacKinnon, D. P., Lockwood, C. M., & Williams, J. (2004) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr3901_4 · Cited by 7,806 · see citing works

Toward terminological, conceptual, and statistical clarity in the study of mediators and moderators: Examples from the child-clinical and pediatric psychology literatures.

Holmbeck, G. N. (1997) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.65.4.599 · Cited by 2,956 · see citing works

Mediators and Moderators of Treatment Effects in Randomized Clinical Trials

Kraemer, H. C., Wilson, G. T., Fairburn, C. G., & Agras, W. S. (2002) · Archives of General Psychiatry · doi:10.1001/archpsyc.59.10.877 · Cited by 2,562 · see citing works

Mediators and Mechanisms of Change in Psychotherapy Research

Kazdin, A. E. (2007) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.3.022806.091432 · Cited by 2,504 · see citing works

Strategy of outcome research in psychotherapy.

Paul, G. L. (1967) · Journal of Consulting Psychology · doi:10.1037/h0024436 · Cited by 1,043 · see citing works

Some myths of psychotherapy research and the search for a paradigm.

Kiesler, D. J. (1966) · Psychological Bulletin · doi:10.1037/h0022911 · Cited by 735 · see citing works

Empirical and clinical focus of child and adolescent psychotherapy research.

Kazdin, A. E., Bass, D. C., Ayers, W. A., & Rodgers, A. Y. (1990) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.58.6.729 · Cited by 358 · see citing works

Methodology, design, and evaluation in psychotherapy research.

Kazdin, A. E. (1994) · Cited by 335 · see citing works

Self-talk in youth with anxiety disorders: States of mind, content specificity, and treatment outcome.

Treadwell, K. R. H., & Kendall, P. C. (1996) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.64.5.941 · Cited by 235 · see citing works

Mechanisms of action in youth psychotherapy

Weersing, V. R., & Weisz, J. R. (2002) · Journal of Child Psychology and Psychiatry · doi:10.1111/1469-7610.00002 · Cited by 224 · see citing works

Changing the Way We Study Change in Psychotherapy

Doss, B. (2004) · Clinical Psychology Science and Practice · doi:10.1093/clipsy.bph094 · Cited by 188 · see citing works

The role of self-statements as a mediator in treatment for youth with anxiety disorders.

Kendall, P. C., & Treadwell, K. R. H. (2007) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.75.3.380 · Cited by 154 · see citing works

Effectiveness of group cognitive-behavioral treatment for childhood anxiety in community clinics

Lau, W.-Y., Chan, C. K. Y., Li, J. C.-H., & Au, T. K.-F. (2010) · Behaviour Research and Therapy · doi:10.1016/j.brat.2010.07.007 · Cited by 104 · see citing works

Mediators of change in the Child/Adolescent Anxiety Multimodal Treatment Study.

Kendall, P. C., Cummings, C. M., Villabø, M. A., Narayanan, M. K., Treadwell, K., Birmaher, B., Compton, S., Piacentini, J., Sherrill, J., Walkup, J., et al. (2016) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0039773 · Cited by 101 · see citing works

Ten Ways to Improve the Use of Statistical Mediation Analysis in the Practice of Child and Adolescent Treatment Research

Maric, M., Wiers, R. W., & Prins, P. J. M. (2012) · Clinical Child and Family Psychology Review · doi:10.1007/s10567-012-0114-y · Cited by 97 · see citing works

Mediators of Cognitive Behavioral Therapy for Anxiety-Disordered Children and Adolescents: Cognition, Perceived Control, and Coping

Hogendoorn, S. M., Prins, P. J. M., Boer, F., Vervoort, L., Wolters, L. H., Moorlag, H., Nauta, M. H., Garst, H., Hartman, C. A., & de Haan, E. (2013) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2013.807736 · Cited by 85 · see citing works

Mediators and Moderators of Outcome in the Behavioral Treatment of Childhood Social Phobia

Alfano, C. A., Piña, A., Villalta, I. K., Beidel, D. C., Ammerman, R. T., & Crosby, L. E. (2009) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/chi.0b013e3181af8216 · Cited by 83 · see citing works

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

Maric, M., Heyne, D. A., MacKinnon, D. P., van Widenfelt, B. M., & Westenberg, P. M. (2013) · Behavioural and Cognitive Psychotherapy · doi:10.1017/s1352465812000756 · Cited by 67 · see citing works

Temporal precedence in the identification of mediators of change: A brief comment on “Mediators of change in the child/adolescent multimodal treatment study” (Kendall et al., 2016).

Gaynor, S. T. (2017) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000108 · Cited by 19 · see citing works

Group- Versus Parent-Involvement CBT for Childhood Anxiety Disorders: Treatment Specificity and Long-Term Recovery Mediation

Silverman, W. K., Marin, C. E., Rey, Y., Kurtines, W. M., Jaccard, J. J., & Pettit, J. W. (2019) · Clinical Psychological Science · doi:10.1177/2167702619830404 · Cited by 43 · see citing works

Appreciating the Good Things in Life During the Covid-19 Pandemic: A Randomized Controlled Trial and Evaluation of a Gratitude App

Kloos, N., Austin, J., van ‘t Klooster, J.-W., Drossaert, C., & Bohlmeijer, E. (2022) · Journal of Happiness Studies · doi:10.1007/s10902-022-00586-3 · Cited by 36 · see citing works

The Next Generation of Quality Indicators for Group Design Research in Special Education

Toste, J. R., Logan, J. A. R., Shogren, K. A., & Boyd, B. A. (2023) · Exceptional Children · doi:10.1177/00144029221150801 · Cited by 33 · see citing works

Emotions, worry, efficacy, and climate change–related sustainability behaviors among a representative sample of Texas and Florida residents

Garfin, D. R., Zernick, M. V., & Wong‐Parodi, G. (2024) · Climatic Change · doi:10.1007/s10584-023-03658-2 · Cited by 25 · see citing works

Socioeconomic Risk for Adolescent Cognitive Control and Emerging Risk‐Taking Behaviors

Brieant, A. E., Peviani, K. M., Lee, J. E., King‐Casas, B., & Kim‐Spoon, J. (2020) · Journal of Research on Adolescence · doi:10.1111/jora.12583 · Cited by 23 · see citing works

Distress tolerance as a mediator of mindfulness-based intervention for anxiety and depression: Evidence from two randomized controlled trials

Li, Y., He, M., Wang, Z., Hofmann, S. G., & Liu, X. (2024) · International Journal of Clinical and Health Psychology · doi:10.1016/j.ijchp.2024.100445 · Cited by 22 · see citing works

Tutorial on causal mediation analysis with binary variables: An application to health psychology research.

Xu, S., Coffman, D. L., Luta, G., & NIAURA, R. S. (2023) · Health Psychology · doi:10.1037/hea0001299 · Cited by 19 · see citing works

Future Directions for the Examination of Mediators of Treatment Outcomes in Youth

Carper, M. M., Makover, H. B., & Kendall, P. C. (2017) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2017.1359786 · Cited by 18 · see citing works

Facial Affect Sensitivity Training for Young Children with Emerging CU Traits: An Experimental Therapeutics Approach

White, B. A., Dede, B., Heilman, M. E., Revilla, R., Lochman, J. E., Hudac, C. M., Bui, C., & White, S. W. (2022) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2022.2056895 · Cited by 16 · see citing works

What Mediates Treatment Effects in a Presurgery Physiotherapy Treatment in Surgical Candidates With Degenerative Lumbar Spine Disorders? A Mediation and Conditional Process Analysis of the PREPARE Randomized Controlled Trial

Fors, M., Öberg, B. E., Lindbäck, Y., Enthoven, P., & Abbott, A. D. (2020) · Clinical Journal of Pain · doi:10.1097/ajp.0000000000000901 · Cited by 13 · see citing works

Influence of Risk Perception on Task and Contextual Performance: A Case of Work-Related Musculoskeletal Disorders in Nurses

Aboagye, A. K., Dai, B., & Bakpa, E. K. (2020) · Evaluation & the Health Professions · doi:10.1177/0163278720975071 · Cited by 11 · see citing works

Relationships Between Power, Communication About Work and Sex, and Emotion Expression: A Linguistic Inquiry and Word Count Analysis

Livingston, T. N., Vik, T. A., & Singer, J. (2022) · Psychological Reports · doi:10.1177/00332941221137243 · Cited by 6 · see citing works

Mediators of physical activity maintenance during a 12-month randomized controlled trial among breast Cancer survivors

Pinto, B. M., DUNSIGER, S. I., Kindred, M. M., & Mitchell, S. (2023) · Journal of Behavioral Medicine · doi:10.1007/s10865-023-00402-0 · Cited by 8 · see citing works

Social power may be associated with health through positive emotion

Livingston, T. N., Cummings, C., & Singer, J. (2023) · The Journal of General Psychology · doi:10.1080/00221309.2023.2261135 · Cited by 6 · see citing works

Gratitude as Mood Mediates the Effects of a 6-Weeks Gratitude Intervention on Mental Well-Being: Post hoc Analysis of a Randomized Controlled Trial

Bohlmeijer, E. T., Kraiss, J. T., Schotanus-Dijkstra, M., & ten Klooster, P. M. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.799447 · Cited by 6 · see citing works

Examining Relations Between Parent and Child Psychopathology in Children with ADHD: Do Parent Cognitions Matter?

Fabrikant-Abzug, G., Friedman, L. M., & Pfiffner, L. J. (2023) · Journal of Psychopathology and Behavioral Assessment · doi:10.1007/s10862-023-10023-1 · Cited by 5 · see citing works

Mediators of youth anxiety outcomes 3 to 12 years after treatment

Makover, H. B., Kendall, P. C., Olino, T. M., Carper, M. M., Albano, A. M., Piacentini, J. C., Peris, T. S., Langley, A. K., González, A., Ginsburg, G. S., et al. (2020) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2020.102188 · Cited by 4 · see citing works

Memory deficits link trait-like EEG spectral profiles during REM and slow-wave sleep with shared symptoms of depression and anxiety

Niu, X., Sanders, K. E. G., Denis, D., Cunningham, T. J., Zhang, G., Kensinger, E. A., & Payne, J. D. (2025) · Behavioural Brain Research · doi:10.1016/j.bbr.2025.115932 · Cited by 1 · see citing works

Psychosocial Treatments That “Work” for Ethnic Minority Youth

Holly, L. E., Stoll, R. D., Rapp, A. M., Piña, A., & Chavira, D. A. (2018) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780190634841.013.10 · Cited by 1 · see citing works

Social Power and Mate Attraction in Short-Term and Long-Term Relationships

Livingston, T. N., & Burns, A. M. (2024) · Sexes · doi:10.3390/sexes5040033 · Cited by 1 · see citing works

“If You Don’t Speak English, I Can’t Understand You!”: Exposure to Various Foreign Languages as a Threat

Lee, T., & Molina, L. E. (2021) · Social Sciences · doi:10.3390/socsci10080308

Drzewa i krzewy w remizach oraz podszytach. Kompleksowo-ogniskowa metoda biologicznej ochrony lasu

Burzyński, J. (1999) · Głos Lasu

Role of Social-Cognitive Factors in the Relationship between E-Cigarette Use and Subsequent Cigarette Smoking among U.S. Youth: A Causal Mediation Analysis

Xu, S., Coffman, D. L., Luta, G., Mai, A.-D., Jiang, N., & Niaura, R. (2024) · Addictive Behaviours · doi:10.1016/j.addbeh.2024.108204 · Cited by 1 · see citing works

Toward A Process-Based Account Of Mental Health Self-Stigma And Distress: Elucidating The Contribution Of Psychological Inflexibility And Its Six Component Subprocesses

White, S. (2023) · doi:10.54014/rv5n-rn67

Perceived Stress Change During a Mindfulness‐Based Intervention for Emotional Distress: Integrated Evidence From Two Randomized Trials

Jin, J., Chen, D., He, M., Hu, A., Hofmann, S. G., & Liu, X. (2026) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.70304

Systems genetics analysis reveals immune mediators of coronavirus disease severity in mice

Risemberg, E. L., Leist, S. R., Schäfer, A., Kamat, K. D., Bell, T. A., Hock, P., Jensen, K., Linnertz, C. L., Miller, D. R., Shaw, G. D., et al. (2026) · Genetics · doi:10.1093/genetics/iyag209

Temporal precedence in the identification of mediators of change: A brief comment on “Mediators of change in the child/adolescent multimodal treatment study” (Kendall et al., 2016).

Gaynor, S. T. (2017) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000108 · Cited by 19 · see citing works

On the Overuse and Misuse of Mediation Analysis: It May Be a Matter of Timing

Tate, C. U. (2015) · Basic and Applied Social Psychology · doi:10.1080/01973533.2015.1062380 · Cited by 153 · see citing works

Distinguishing Mediational Models and Analyses in Clinical Psychology: Atemporal Associations Do Not Imply Causation: Temporal and Atemporal Mediation

Winer, E. S., Cervone, D., Bryant, J., McKinney, C., Liu, R. T., & Nadorff, M. R. (2016) · Journal of Clinical Psychology · doi:10.1002/jclp.22298 · Cited by 260 · see citing works

Assumptions Not Often Assessed or Satisfied in Published Mediation Analyses in Psychology and Psychiatry

Stuart, E. A., Schmid, I. T., Nguyen, T. Q., Sarker, E. B., Pittman, A., Benke, K. S., Rudolph, K. E., Badillo‐Goicoechea, E., & Leoutsakos, J. (2021) · Epidemiologic Reviews · doi:10.1093/epirev/mxab007 · Cited by 29 · see citing works

P (2012) Ten ways to improve the use of statistical mediation analysis in the practice of child and adolescent treatment research. Clinical Child and Family Psychology Review 15: 177–191

Marić, M., Wiers, R. W. H. J., & Prins, P. J. M. (2016)