Results 251 to 260 of about 23,676,347 (287)

Understanding how digital mental health interventions can be optimised to improve longer term sustainability: Findings from a causal mediation analysis of the CONEMO trials. [PDF]

PLOS Glob Public Health
Seward N, Loh WW, Miranda J, Diez-Canseco F, Garcia Claro H, Rossi Menezes P, Fernandes IFAL, Araya R.   +7 more
europepmc   +1 more source

Causal mediation analysis of a randomised controlled trial in China: evaluating whether the pay-it-forward strategy increases HPV vaccine uptake by reducing vaccine delay intention and increasing vaccine confidence. [PDF]

BMJ Open
Lu Y, Yang Y, Li Y, Qin C, He Y, Gong W, Tang S, Li J, Wu D.   +8 more
europepmc   +1 more source

Mechanisms of Antihypertensive Effect of Chlorthalidone in Advanced Chronic Kidney Disease: A Causal Mediation Analysis. [PDF]

Clin J Am Soc Nephrol
Agarwal R, Sinha AD, Tu W.
europepmc   +1 more source

Investigating the Mechanisms of Reduced Blood Transfusions after Delayed Umbilical Cord Clamping: The TITANS Causal Mediation Analysis.

Neonatology
Libesman S, Seidler AL, Tan-Koay AG, Cunningham PS, Robledo K, Cruise S, Wadsworth M, Kluckow M, Gill AW, de Waal K, Tarnow-Mordi W, Liley HG.   +11 more
europepmc   +1 more source

Causal Mediation Analysis [PDF]

The Stata Journal, 2011
Estimating the mechanisms that connect explanatory variables with the explained variable, also known as “mediation analysis,” is central to a variety of social-science fields, especially psychology, and increasingly to fields like epidemiology. Recent work on the statistical methodology behind mediation analysis points to limitations in earlier methods.
Dustin Tingley
exaly   +7 more sources

Meaningful Mediation Analysis: Plausible Causal Inference and Informative Communication

Journal of Consumer Research, 2017
Statistical mediation analysis has become the technique of choice in consumer research to make causal inferences about the influence of a treatment on an outcome via one or more mediators.
Rik Pieters
exaly   +2 more sources

IDENTIFYING MECHANISMS BEHIND POLICY INTERVENTIONS VIA CAUSAL MEDIATION ANALYSIS [PDF]

Journal of Policy Analysis and Management, 2015
Causal analysis in program evaluation has primarily focused on the question about whether or not a program, or package of policies, has an impact on the targeted outcome of interest.
Dustin Tingley, Luke Keele
exaly   +2 more sources

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Causal mediation analysis with latent subgroups

Statistics in Medicine, 2021
In biomedical studies, the causal mediation effect might be heterogeneous across individuals in the study population due to each study subject's unique characteristics. While individuals' mediation effects may differ from each other, it is often reasonable and more interpretable to assume that individuals belong to several distinct latent subgroups ...
WenWu Wang, Jinfeng Xu, Joel Schwartz, Andrea Baccarelli, Zhonghua Liu   +4 more
openaire   +3 more sources

Bayesian Causal Mediation Analysis with Latent Mediators and Survival Outcome

Structural Equation Modeling, 2021
This study develops a joint modeling approach that incorporates latent traits into causal mediation analysis with multiple mediators and a survival outcome. A linear structural equation model is used to characterize the latent mediators with several highly correlated observable surrogates and depicts the relationships among multiple parallel or ...
Xinyuan Song
exaly   +2 more sources