Identification, Inference and Sensitivity Analysis for Causal Mediation Effects

Imai, Kosuke, Keele, Luke, Yamamoto, Teppei·2010·Statistical Science

DOI 10.1214/10-sts321

Cited by (1,000)

Items 101–200 of 1,000

Acknowledging uncertainty impacts public acceptance of climate scientists’ predictions
Howe, Lauren C., MacInnis, Bo, Krosnick, Jon A., Markowitz, Ezra M., Socolow, Robert · 2019 · Nature Climate Change
A review of causal estimation of effects in mediation analyses
Ten Have, Thomas R, Joffe, Marshall M · 2012 · Statistical Methods in Medical Research
The Combined Effects of Measurement Error and Omitting Confounders in the Single-Mediator Model
Matthew S. Fritz, David A. Kenny, David P. MacKinnon · 2016 · Multivariate Behavioral Research
Ethnicity, household composition and COVID-19 mortality: a national linked data study
Vahé Nafilyan, Nazrul Islam, Daniel Ayoubkhani, Clare Gilles, Srinivasa Vittal Katikireddi, Rohini Mathur, Annabel Summerfield, Karen Susan Tingay, Miqdad Asaria, Ann Mary John et al. · 2021 · Journal of the Royal Society of Medicine
Exposure to socioeconomic adversity in early life and risk of depression at 18 years: The mediating role of locus of control
Iryna Culpin, Lexine Ann Stapinski, Ömür Budanur Miles, Ricardo Araya, Carol J. Joinson · 2015 · Journal of Affective Disorders
Can expanding natural gas infrastructure mitigate CO2 emissions? Analysis of heterogeneous and mediation effects for China
Kangyin Y. Dong, Xiucheng Dong, Xiaohang Ren · 2020 · Energy Economics
Description, prediction and causation: Methodological challenges of studying child and adolescent development
Ellen L. Hamaker, Jeroen D. Mulder, Marinus H. van IJzendoorn · 2020 · Developmental Cognitive Neuroscience
Pathway to a Baccalaureate in STEM Fields
Xueli Wang · 2014 · Educational Evaluation and Policy Analysis
G-computation demonstration in causal mediation analysis
Aolin Wang, Onyebuchi A. Arah · 2015 · European Journal of Epidemiology
The causal mechanism of financial education: Evidence from mediation analysis
Fenella Carpena, Bilal Zia · 2020 · Journal of Economic Behavior & Organization
Oil, Democracy, and Context
Anar Ahmadov · 2013 · Comparative Political Studies
Enhancing Teacher Self-Efficacy in Multicultural Classrooms and School Climate: The Role of Professional Development in Multicultural Education in the United States and South Korea
Soobin Choi, Se Woong Lee · 2020 · AERA Open
Large-Scale Hypothesis Testing for Causal Mediation Effects with Applications in Genome-wide Epigenetic Studies
Zhonghua Liu, Jincheng Shen, Richard Barfield, Joel David Schwartz, Andrea Baccarelli, Xihong Lin · 2021 · Journal of the American Statistical Association
Dissecting direct and indirect genetic effects on chronic obstructive pulmonary disease (COPD) susceptibility
and the COPDGene and ECLIPSE Investigators, Mateusz Siedliński, Dustin H. Tingley, Peter J. Lipman, Michael H. Cho, Augusto A. Litonjua, David Sparrow, Per Sigvald Bakke, Amund Gulsvik, David A. Lomas et al. · 2013 · Human Genetics
Statistical methods for mediation analysis in the era of high-throughput genomics: Current successes and future challenges
Ping Zeng, Zhonghe Shao, Xiang Zhou · 2021 · Computational and Structural Biotechnology Journal
Functional Causal Mediation Analysis With an Application to Brain Connectivity
Martin A. Lindquist · 2012 · Journal of the American Statistical Association
Natural Direct and Indirect Effects on the Exposed: Effect Decomposition under Weaker Assumptions
Stijn Vansteelandt, Tyler J. VanderWeele · 2012 · Biometrics
See No Spanish: Language, Local Context, and Attitudes Toward Immigration
Daniel J. Hopkins, Van C. Tran, Abigail Fisher Williamson · 2011 · Politics Groups and Identities
Multiple mediation analysis with survival outcomes: With an application to explore racial disparity in breast cancer survival
Qingzhao Yu, Xiao‐Cheng Wu, Бин Ли, Richard Allen Scribner · 2018 · Statistics in Medicine
A Populist Paradox? How Brexit Softened Anti-Immigrant Attitudes
Cassilde Schwartz, Miranda Simon, David Hudson, Jennifer Van-Heerde Hudson · 2020 · British Journal of Political Science
Mediation Analysis Is Harder Than It Looks
John G. Bullock, Shang E. Ha · 2011 · Cambridge University Press eBooks
Humanizing the Outgroup in Contexts of Protracted Intergroup Conflict
Joshua R. Gubler, Eran Halperin, Gilad Hirschberger · 2015 · Journal of Experimental Political Science
The Influence of Emotion on Trust
C. Daniel Myers, Dustin H. Tingley · 2016 · Political Analysis
How Do Recommender Systems Lead to Consumer Purchases? A Causal Mediation Analysis of a Field Experiment
Li, Xitong, Grahl, Jörn, Hinz, Oliver · 2022 · Information Systems Research
Identification of Natural Direct Effects When a Confounder of the Mediator Is Directly Affected by Exposure
Tchetgen Tchetgen, Eric J., VanderWeele, Tyler J. · 2014 · Epidemiology
Controlled Direct and Mediated Effects: Definition, Identification and Bounds
Tyler J. VanderWeele · 2010 · Scandinavian Journal of Statistics
Appropriation and Subversion
Tomila V. Lankina, Alexander Libman, Anastassia Obydenkova · 2016 · World Politics
A Multiple-Testing Procedure for High-Dimensional Mediation Hypotheses
James Y. Dai, Janet L. Stanford, Michael Leo LeBlanc · 2020 · Journal of the American Statistical Association
Self-Persuasion: Evidence from Field Experiments at International Debating Competitions
Peter Schwardmann, Egon Tripodi, Joël J. van der Weele · 2019 · American Economic Review
Joint analysis of SNP and gene expression data in genetic association studies of complex diseases
Huang, Yen-Tsung, VanderWeele, Tyler J., Lin, Xihong · 2014 · The Annals of Applied Statistics
Gender quotas increase the equality and effectiveness of climate policy interventions
Nathan J. Cook, Tara Grillos, Krister Par Andersson · 2019 · Nature Climate Change
Following in parental footsteps? The influence of gender and learning experiences on entrepreneurial intentions
Mira Bloemen-Bekx, Wim Voordeckers, Chantal L. H. S. Remery, Joop Schippers · 2019 · International Small Business Journal Researching Entrepreneurship
Comparison of methods for the analysis of relatively simple mediation models
Judith J. M. Rijnhart, Jos W. R. Twisk, Mai J. M. Chinapaw, Michiel Robert de Boer, Martijn W. Heymans · 2017 · Contemporary Clinical Trials Communications
The Value of Descriptive Analytics: Evidence from Online Retailers
Ron Berman, Ayelet Israeli · 2020 · Marketing Science
Green Cloud? An Empirical Analysis of Cloud Computing and Energy Efficiency
Jiyong Park, Kunsoo Han, Byungtae Lee · 2022 · Management Science
Government innovation subsidies, green technology innovation and carbon intensity of industrial firms
Hengyu Lyu, Chunai Ma, Arash Farnoosh · 2024 · Journal of Environmental Management
JOINT ANALYSIS OF SNP AND GENE EXPRESSION DATA IN GENETIC ASSOCIATION STUDIES OF COMPLEX DISEASES1
Yen‐Tsung Huang, Tyler J. V, Xihong Lin · 2013
Effect of Telehealth Extended Care for Maintenance of Weight Loss in Rural US Communities: A Randomized Clinical Trial
Perri, Michael G., Shankar, Meena N., Daniels, Michael J., Durning, Patricia E., Ross, Kathryn M., Limacher, Marian C., Janicke, David M., Martin, A. Daniel, Dhara, Kumaresh, Bobroff, Linda B. et al. · 2020 · JAMA Network Open
Fake news: the effects of social media disinformation on domestic terrorism
James A. Piazza · 2021 · Dynamics of Asymmetric Conflict
Autistic Traits and Suicidal Thoughts, Plans, and Self-Harm in Late Adolescence: Population-Based Cohort Study
Iryna Culpin, Becky Mars, Rebecca M. Pearson, Jean Golding, Jon Heron, Isidora Bubak, Peter K Carpenter, Cecilia Magnusson, David Gunnell, Dheeraj Rai · 2018 · Journal of the American Academy of Child & Adolescent Psychiatry
Direct demand-pull and indirect certification effects of public procurement for innovation
Xiaoyong Dai, Yanchao Li, Kaihua Chen · 2020 · Technovation
Sample size and power calculations for causal mediation analysis: A Tutorial and Shiny App
Xu Qin · 2023 · Behavior Research Methods
Why and how back pain interventions work: What can we do to find out?
Gemma Mansell, Steven James Kamper, Peter M. Kent · 2013 · Best Practice & Research Clinical Rheumatology
Longitudinal Mediation Analysis with Time-varying Mediators and Exposures, with Application to Survival Outcomes
Wenjing Zheng, Mark J. van der Laan · 2017 · Journal of Causal Inference
Principals’ Working Conditions, Job Stress, and Turnover Behaviors Under NCLB Accountability Pressure
Hajime Mitani · 2018 · Educational Administration Quarterly
Insights into the Cross-world Independence Assumption of Causal Mediation Analysis
Ryan M. Andrews, Vanessa Didelez · 2020 · Epidemiology
Data Collection and Harmonization in HIV Research: The Seek, Test, Treat, and Retain Initiative at the National Institute on Drug Abuse
Redonna K. Chandler, Shoshana Y. Kahana, Bennett W. Fletcher, Dionne J. Jones, Matthew S. Finger, Will M. Aklin, Kathleen Hamill, Candace Webb · 2015 · American Journal of Public Health
HIV stigma and viral load among African-American women receiving treatment for HIV
Christopher G. Kemp, Lauren E. Lipira, David Huh, Paul E. Nevin, Janet M. Turan, Jane M. Simoni, Susan E. Cohn, Mieoak Bahk, Baiba Berzins, Michele Peake Andrasik et al. · 2019 · AIDS
Adipose Tissue Gene Expression Associations Reveal Hundreds of Candidate Genes for Cardiometabolic Traits
Chelsea K. Raulerson, Arthur Ko, John Kidd, Kevin W. Currin, Sarah M. Brotman, Maren E. Cannon, Ying Wu, Cassandra Nichole Spracklen, Anne Jackson, Heather M. Stringham et al. · 2019 · The American Journal of Human Genetics
Mediation Analysis and Warranted Inferences in Media and Communication Research: Examining Research Design in Communication Journals From 1996 to 2017
Michael Chan, Panfeng Hu, Macau K. F. Mak · 2020 · Journalism & Mass Communication Quarterly
Social reward and support effects on exercise experiences and performance: Evidence from parkrun
Arran Davis, Pádraig MacCarron, Emma E. A. Cohen · 2021 · PLoS ONE
Bridging the Technological Divide: Technology Adoption by Firms in Developing Countries
Xavier Cirera, Diego Comín, Márcio Cruz · 2022 · World Bank, Washington, DC eBooks
Optimal Matching with Minimal Deviation from Fine Balance in a Study of Obesity and Surgical Outcomes
Dan Yang, Dylan S. Small, Jeffrey H. Silber, Paul R. Rosenbaum · 2011 · Biometrics
Why Does Parental Divorce Lower Children’s Educational Attainment? A Causal Mediation Analysis
Jennie E. Brand, Ravaris Moore, Xi Song, Yu Xie · 2019 · Sociological Science
Frightened Mandarins: The Adverse Effects of Fighting Corruption on Local Bureaucracy
Erik H. Wang · 2019 · Comparative Political Studies
Trust no more? On the lasting effects of corruption scandals
Albert Solé‐Ollé, Pilar Sorribas‐Navarro · 2017 · European Journal of Political Economy
Perception of tap water quality: Assessment of the factors modifying the links between satisfaction and water consumption behavior
Ianis Delpla, Christelle Legay, François Proulx, Manuel J. Rodríguez · 2020 · The Science of The Total Environment
Tweets That Matter: Evidence From a Randomized Field Experiment in Japan
Tetsuro Kobayashi, Yu Ichifuji · 2015 · Political Communication
Sharp sensitivity bounds for mediation under unmeasured mediator-outcome confounding
Peng Ding, Tyler J. VanderWeele · 2016 · Biometrika
Analyzing Causal Mechanisms in Survey Experiments
Avidit Raj Acharya, Matthew Blackwell, Maya Sen · 2018 · Political Analysis
Bayesian shrinkage estimation of high dimensional causal mediation effects in omics studies
Yanyi Song, Xiang Zhou, Min Zhang, Wei Zhao, Yongmei Liu, Sharon L. R. Kardia, Ana Victoria Diez Roux, Belinda L. Needham, Jennifer A. Smith, Bhramar Mukherjee · 2019 · Biometrics
Religion, social integration, and depression in Europe: Evidence from the European Social Survey
Jason Schnittker · 2019 · Social Science & Medicine
Theory and Analysis of Total, Direct, and Indirect Causal Effects
Axel Mayer, Felix J. Thoemmes, Norman Rose, Rolf Steyer, Stephen G. West · 2014 · Multivariate Behavioral Research
The long lasting effects of education on old age health: Evidence of gender differences
Fabrizio Mazzonna · 2013 · Social Science & Medicine
Epigenetic Link Between Statin Therapy and Type 2 Diabetes
Carolina Ochoa‐Rosales, Eliana Portilla-Fernández, Jana Nano, Rory Wilson, Benjamin C. Lehne, Pashupati Prasad Mishra, Xu Gao, Mohsen Ghanbari, Oscar Leonel Rueda-Ochoa, Diana L. Juvinao-Quintero et al. · 2020 · Diabetes Care
Overall, anti-malarial, and non-malarial effect of intermittent preventive treatment during pregnancy with sulfadoxine-pyrimethamine on birthweight: a mediation analysis
Michelle E. Roh, Feiko O. ter Kuile, François Rerolle, M. Maria Glymour, Stephen C. Shiboski, Roly Daniel Gosling, Julie Gutman, Abel Kakuru, Meghna R. Desai, Richard Kajubi et al. · 2020 · The Lancet Global Health
When Is the Difference Method Conservative for Assessing Mediation?
Zhichao Jiang, Tyler J. VanderWeele · 2015 · American Journal of Epidemiology
The Danger of Not Listening to Firms: Government Responsiveness and the Goal of Regulatory Compliance
Edmund J Malesky, Markus David Taussig · 2016 · Academy of Management Journal
Adaptable scripting to foster regulation processes and skills in computer-supported collaborative learning
Xinghua Wang, Ingo Kollar, Karsten Stegmann · 2017 · International Journal of Computer-Supported Collaborative Learning
Causal mechanisms in the clinical course and treatment of back pain
Lee, H., Mansell, G., McAuley, J.H., Kamper, S.J., Hübscher, M., Moseley, G.L., Wolfenden, L., Hodder, R.K., Williams, C.M. · 2016 · Best Practice & Research Clinical Rheumatology
More than self‐interest: Why different classes have different attitudes to income inequality
Peter Egge Langsæther, Geoffrey Evans · 2020 · British Journal of Sociology
Salt, but not protein intake, is associated with accelerated disease progression in autosomal dominant polycystic kidney disease
Bart J. Kramers, Iris W. Koorevaar, Joost P.H. Drenth, Johan Willem de Fijter, Antonio W. Gomes Neto, Dorien J.M. Peters, Priya Vart, Jack F.M. Wetzels, Robert Zietse, Ron T. Gansevoort et al. · 2020 · Kidney International
Sparse principal component based high-dimensional mediation analysis
Yi Zhao, Martin A. Lindquist, Brian S. Caffo · 2019 · Computational Statistics & Data Analysis
Sensitivity Plots for Confounder Bias in the Single Mediator Model
Matthew G. Cox, Yasemin Kisbu‐Sakarya, Milica Miočević, David P. MacKinnon · 2013 · Evaluation Review
Physical activity mediates the relationship between outdoor time and mental health
Mathieu F. Bélanger, François Gallant, Isabelle Doré, Jennifer L O’Loughlin, Marie‐Pierre Sylvestre, Patrick Abi Nader, Richard Larouche, Katie E. Gunnell, Catherine Michelle Sabiston · 2019 · Preventive Medicine Reports
Aging and public financing costs: Evidence from U.S. municipal bond markets
Alexander W. Butler, Hanyi Yi · 2022 · Journal of Public Economics
Selecting a Within- or Between-Subject Design for Mediation: Validity, Causality, and Statistical Power
Amanda Kay Montoya · 2022 · Multivariate Behavioral Research
LinkedIn(to) Job Opportunities: Experimental Evidence from Job Readiness Training
Wheeler, Laurel, Garlick, Robert, Johnson, Eric, Shaw, Patrick, Gargano, Marissa · 2022 · American Economic Journal: Applied Economics
Air Pollution and Adverse Pregnancy and Birth Outcomes: Mediation Analysis Using Metabolomic Profiles
Kosuke Inoue, Qi Jiang Yan, Onyebuchi A. Arah, Kimberly C. Paul, Douglas Ian Walker, Dean P. Jones, Beate R. Ritz · 2020 · Current Environmental Health Reports
Physiological Arousal and Political Beliefs
Jonathan Renshon, Julia Lee, Dustin H. Tingley · 2014 · Political Psychology
How effective are current dietary guidelines for cardiovascular disease prevention in healthy middle-aged and older men and women? A randomized controlled trial
Dianne P. Reidlinger, Julia Darzi, Wendy Louise Hall, Paul Townsend Seed, Phil Chowienczyk, T. A. B. Sanders · 2015 · American Journal of Clinical Nutrition
Causal Pitfalls in the Decomposition of Wage Gaps
Martin Huber · 2014 · Journal of Business and Economic Statistics
Atypical Shifts Post-failure: Influence of Co-creation on Attribution and Future Motivation to Co-create
Praveen Sugathan, Kumar Rakesh Ranjan, Avinash G. Mulky · 2017 · Journal of Interactive Marketing
Beyond generalized ethnocentrism: Islam-specific beliefs and prejudice toward Muslim Americans
Kassra A. R. Oskooii, Karam Dana, Matt A. Barreto · 2019 · Politics Groups and Identities
Estimation of causal mediation effects for a dichotomous outcome in multiple‐mediator models using the mediation formula
Wei Wang, Suchitra S. Nelson, Jeffrey M. Albert · 2013 · Statistics in Medicine
Causal Mediation Analysis With a Binary Outcome and Multiple Continuous or Ordinal Mediators: Simulations and Application to an Alcohol Intervention
Trang Quynh Nguyen, Yenny Webb-Vargas, Ina M. Koning, Elizabeth A. Stuart · 2015 · Structural Equation Modeling A Multidisciplinary Journal
Partial Identification of Local Average Treatment Effects With an Invalid Instrument
Carlos A. Flores, Alfonso Flores‐Lagunes · 2013 · Journal of Business and Economic Statistics
Learning About and From a Distribution of Program Impacts Using Multisite Trials
Stephen W. Raudenbush, Howard S. Bloom · 2015 · American Journal of Evaluation
A Selection Bias Approach to Sensitivity Analysis for Causal Effects
Matthew Blackwell · 2013 · Political Analysis
Genome-wide analyses of sparse mediation effects under composite null hypotheses
Yen‐Tsung Huang · 2019 · The Annals of Applied Statistics
Financial Hardship and Quality of Life among African American and White Cancer Survivors: The Role of Limiting Care Due to Cost
Theresa A. Hastert, Jaclyn M. Kyko, Amanda R. Reed, Felicity W. K. Harper, Jennifer Beebe‐Dimmer, Tara E. Baird, Ann G. Schwartz · 2019 · Cancer Epidemiology Biomarkers & Prevention
R&D profitability: the role of risk and Knightian uncertainty
Sara Amoroso, Pietro Moncada-Paternò-Castello, Antonio Vezzani · 2016 · Small Business Economics
Pain catastrophising and kinesiophobia mediate pain and physical function improvements with Pilates exercise in chronic low back pain: a mediation analysis of a randomised controlled trial
Lianne Wood, Geronimo Bejarano, Ben Csiernik, Gisela Cristiane Miyamoto, Gemma Mansell, Jill Alison Hayden, Martyn Lewis, Aidan Gregory Cashin · 2023 · Journal of physiotherapy
Metal exposure and oxidative stress markers in pregnant Navajo Birth Cohort Study participants
Erica J. Dashner-Titus, Joseph H. Hoover, Li Luo, Ji‐Hyun Lee, Ruofei Du, Ke Jian Liu, Maret G. Traber, Emily Ho, Johnnye L. Lewis, Laurie G. Hudson · 2018 · Free Radical Biology and Medicine
Gender differences in the repayment of microcredit: The mediating role of trustworthiness
Abu Zafar M. Shahriar, Luisa Ana Unda, Quamrul Alam · 2019 · Journal of Banking & Finance
Lord’s Paradox Revisited – (Oh Lord! Kumbaya!)
J. Pearl · 2016 · Journal of Causal Inference
Small airway determinants of airflow limitation in chronic obstructive pulmonary disease
Vasiliy V. Polosukhin, Sergey S Gutor, Rui‐Hong Du, Bradley W. Richmond, Pierre P. Massion, Pingsheng Wu, Justin Cates, Kim Lori Sandler, Stephen I. Rennard, Timothy S. Blackwell · 2021 · Thorax
Elevating logistics performance: harnessing the power of artificial intelligence in e-commerce
Gunjan Malhotra, Manjeet Kharub · 2024 · The International Journal of Logistics Management
Belief in a just world, teacher justice, and student achievement: A multilevel study
Felix Peter, Nils Kloeckner, Claudia Dalbert, Matthias Radant · 2011 · Learning and Individual Differences
Identification of trans-eQTLs using mediation analysis with multiple mediators
Nayang Shan, Zuoheng Wang, Lin Hou · 2019 · BMC Bioinformatics