ArticleMultivariate behavioral research2011
Using Potential Outcomes to Understand Causal Mediation Analysis: Comment on.
Article in Multivariate behavioral research, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
17 citing papers in PubMed.
- Layperson-Supported, Web-Delivered Cognitive Behavioral Therapy for Depression in Older Adults: Randomized Controlled Trial.Journal of medical Internet research · 2024Trial
- Applying causal mediation methods to clinical trial data: What can we learn about why our interventions (don't) work?European journal of pain (London, England) · 2017Trial
- Evaluating effectiveness and engagement strategies for asynchronous, messaging, trauma-focused therapy for posttraumatic stress disorder: Study design and methodology for a hybrid effectiveness-implementation randomized controlled trial.Contemporary clinical trials · 2026Article
- Perceived uncontrollability as a potential mechanism of parental child abuse predicting executive dysfunction in adulthood 18 years later: Replication across two studies.Developmental psychology · 2025Article
- Naloxone administration and survival in overdoses involving opioids and stimulants: An analysis of law enforcement data from 63 Pennsylvania counties.The International journal on drug policy · 2025Article
- Naloxone Administration and Survival in Overdoses Involving Opioids and Stimulants: An Analysis of Law Enforcement Data from 63 Pennsylvania Counties.medRxiv : the preprint server for health sciences · 2024Article
- From ICU Syndromes to ICU Subphenotypes: Consensus Report and Recommendations for Developing Precision Medicine in the ICU.American journal of respiratory and critical care medicine · 2024Review
- Methods for the Analysis of Multiple Epigenomic Mediators in Environmental Epidemiology.Current environmental health reports · 2024Review
- Protocol for a randomized clinical trial for Avoidant Restrictive Food Intake Disorder (ARFID) in low-weight youth.Contemporary clinical trials · 2023Article
- Using Causal Analysis for Conceptual Deep Learning Explanation.Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention · 2021Article
- Checking Behavior, Fear of Recurrence, and Daily Triggers in Breast Cancer Survivors.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2019Article
- Identifying Mechanisms of Behavior Change in Psychosocial Alcohol Treatment Trials: Improving the Quality of Evidence from Mediational Analyses.Journal of studies on alcohol and drugs · 2018Article
- Are Manipulation Checks Necessary?Frontiers in psychology · 2018Review
- The Indirect Effect of Age Group on Switch Costs via Gray Matter Volume and Task-Related Brain Activity.Frontiers in aging neuroscience · 2016Article
- Estimating and testing pleiotropy of single genetic variant for two quantitative traits.Genetic epidemiology · 2014Article
- Editorial: Introduction to the Special Section on Causal Inference in Cross Sectional and Longitudinal Mediational Models.Multivariate behavioral research · 2011Article
- A Viable Alternative When Propensity Scores Fail: Evaluation of Inverse Propensity Weighting and Sequential G-Estimation in a Two-Wave Mediation Model.Multivariate behavioral researchArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
In this commentary, we demonstrate how the potential outcomes framework can help understand the key identification assumptions underlying causal mediation analysis. We show that this framework can lead to the development of alternative research design and statistical analysis strategies applicable to the longitudinal data settings considered by Maxwell, Cole, and Mitchell (2011).
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.