Search Results - "Valente, Matthew"

The Correspondence Between Causal and Traditional Mediation Analysis: the Link Is the Mediator by Treatment Interaction by MacKinnon, David P., Valente, Matthew J., Gonzalez, Oscar

“…Mediation analysis is a methodology used to understand how and why behavioral phenomena occur. New mediation methods based on the potential outcomes framework…”
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Evaluation of Goodness-of-Fit Tests in Random Intercept Cross-Lagged Panel Model: Implications for Small Samples by Zheng, Bang Quan, Valente, Matthew J.

“…The development of the random intercept cross-lagged panel model (RI-CLPM) is an extension of the traditional cross-lagged panel model (CLPM), which aims to…”
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Comparing Models of Change to Estimate the Mediated Effect in the Pretest-Posttest Control Group Design by Valente, Matthew J., MacKinnon, David P.

“…Models to assess mediation in the pretest-posttest control group design are understudied in the behavioral sciences even though it is the design of choice for…”
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Accommodating a Latent XM Interaction in Statistical Mediation Analysis by Gonzalez, Oscar, Valente, Matthew J.

“…Statistical mediation analysis is used in the social sciences and public health to uncover potential mechanisms, known as mediators, by which a treatment led…”
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Mediation analysis methods used in observational research: a scoping review and recommendations by Rijnhart, Judith J M, Lamp, Sophia J, Valente, Matthew J, MacKinnon, David P, Twisk, Jos W R, Heymans, Martijn W

“…Mediation analysis methodology underwent many advancements throughout the years, with the most recent and important advancement being the development of causal…”
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Causal Mediation Programs in R, Mplus, SAS, SPSS, and Stata by Valente, Matthew J., Rijnhart, Judith J.M., Smyth, Heather L., Muniz, Felix B., MacKinnon, David P.

“…Mediation analysis is a methodology used to understand how and why an independent variable (X) transmits its effect to an outcome (Y) through a mediator (M)…”
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Risk of large for gestational age births at early, full and late term in relation to pre‐pregnancy body mass index: Mediation by gestational diabetes status by Kondracki, Anthony J., Valente, Matthew J., Ibrahimou, Boubakari, Bursac, Zoran

“…Background Maternal pre‐pregnancy body mass index (BMI) is strongly associated with infant birthweight and the risk differs in pregnancies complicated by…”
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Confounding in Statistical Mediation Analysis: What It Is and How to Address It by Valente, Matthew J, Pelham, William E, Smyth, Heather, MacKinnon, David P

“…Psychology researchers are often interested in mechanisms underlying how randomized interventions affect outcomes such as substance use and mental health…”
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Breaking the silence of sharing data in medical research by Chen, Henian, Zhao, Yayi, Cao, Biwei, Petersen, Donna J, Valente, Matthew J, Cen, Weiliang

“…Data sharing is highly advocated in the scientific community, with numerous organizations, funding agencies, and journals promoting transparency and…”
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A data-driven approach to choosing privacy parameters for clinical trial data sharing under differential privacy by Chen, Henian, Pang, Jinyong, Zhao, Yayi, Giddens, Spencer, Ficek, Joseph, Valente, Matthew J, Cao, Biwei, Daley, Ellen

“…Clinical trial data sharing is crucial for promoting transparency and collaborative efforts in medical research. Differential privacy (DP) is a formal…”
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Brief Report: Prevalence and Severity of Auditory Sensory Over-Responsivity in Autism as Reported by Parents and Caregivers by Carson, Tana B., Valente, Matthew J., Wilkes, Bradley J., Richard, Lynne

“…Auditory sensory over-responsivity (aSOR) is a frequently reported sensory feature of autism spectrum disorders (ASD); however, there is little consensus…”
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What CBT Modules Work Best for Whom? Identifying Subgroups of Depressed Youths by Their Differential Response to Specific Modules by Frederick, Jennifer, Ng, Mei Yi, Valente, Matthew J., Venturo-Conerly, Katherine, Weisz, John R.

“…•Most depressed youths had changes in symptoms associated with specific CBT modules.•The types of CBT modules associated with changes varied across…”
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A Tutorial in Bayesian Potential Outcomes Mediation Analysis by Miočević, Milica, Gonzalez, Oscar, Valente, Matthew J., MacKinnon, David P.

“…Statistical mediation analysis is used to investigate intermediate variables in the relation between independent and dependent variables. Causal interpretation…”
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The Effect of Noninvariance on the Estimation of the Mediated Effect in the Two-Wave Mediation Model by Georgeson, A. R., Valente, Matthew J., Gonzalez, Oscar

“…The two-wave mediation model is the most suitable model for examining mediation effects in a randomized intervention and includes measures taken at pretest and…”
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Why You Should Not Estimate Mediated Effects Using the Difference-in-Coefficients Method When the Outcome is Binary by Rijnhart, Judith J M, Valente, Matthew J, MacKinnon, David P

“…Despite previous warnings against the use of the difference-in-coefficients method for estimating the indirect effect when the outcome in the mediation model…”
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Statistical Mediation Analysis for Models with a Binary Mediator and a Binary Outcome: the Differences Between Causal and Traditional Mediation Analysis by Rijnhart, Judith J. M., Valente, Matthew J., Smyth, Heather L., MacKinnon, David P.

“…Mediation analysis is an important statistical method in prevention research, as it can be used to determine effective intervention components. Traditional…”
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Causal Mediation Effects in Single Case Experimental Designs by Valente, Matthew J., Rijnhart, Judith J. M., Miočević, Milica

“…Single case experimental designs (SCEDs) are used to test treatment effects in a wide range of fields and consist of repeated measurements for a single case…”
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Holocene upland and wetland dynamics in the Chihuahuan Desert, Cuatrociénegas Mexico by Minckley, Thomas A, Horn, Sally P, Valente, Matthew J

“…The Cuatrociénegas Basin, Coahuila MX, has the highest rate of endemism in North America and has been the source of a rich aridlands, paleoenvironmental…”
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Estimating Mediation Effects in ABAB Reversal Designs by Valente, Matthew J., Pang, Jinyong, Rijnhart, Judith J. M., Ferron, John, Miočević, Milica

“…Single-Case Experimental Designs (SCEDs), or N-of-1 trials, are commonly used to estimate intervention effects in many disciplines including in the treatment…”
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Predictors of Treatment Engagement and Outcome Among Adolescents With Attention-Deficit/Hyperactivity Disorder: An Integrative Data Analysis by Sibley, Margaret H., Coxe, Stefany J., Stein, Mark A., Meinzer, Michael C., Valente, Matthew J.

“…To identify patient- and treatment-level factors that predict intervention engagement and outcome for adolescents with attention-deficit/hyperactivity disorder…”
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