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 401–500 of 1,000

Estimation of mediation effects for zero‐inflated regression models
Wei Wang, Jeffrey M. Albert · 2012 · Statistics in Medicine
A replication of ‘Entry regulation and entrepreneurship: a natural experiment in German craftsmanship’
Petrik Runst, Jörg Thomä, Katarzyna Haverkamp, Klaus Müller · 2018 · Empirical Economics
The Path of Reform: The Consequences of Institutional Volatility
J. Brandon Bolen, Claudia R. Williamson · 2019 · Kyklos
Increasing Intergroup Trust: Endorsements and Voting in Divided Societies
Leonardo R. Arriola, Donghyun Danny Choi, Matthew K. Gichohi · 2022 · The Journal of Politics
Causal Effects of Financial Education Intervention Aimed at University Students on Financial Knowledge and Financial Self-Efficacy
Manuel Salas Velasco · 2022 · Journal of risk and financial management
The effects of solar radiation on daily and seasonal stem increment of canopy trees in European temperate old‐growth forests
Jakub Kašpar, Martin Krůček, Kamil Král · 2024 · New Phytologist
Mineralocorticoid Receptor Antagonism Prevents Aortic Plaque Progression and Reduces Left Ventricular Mass and Fibrosis in Patients With Type 2 Diabetes and Chronic Kidney Disease: The MAGMA Trial
Sanjay Rajagopalan, Mirela A. Dobre, Jean-Eudes Dazard, Armando Vergara-Martel, Kim Alexander Connelly, Michael E. Farkouh, Juan Gaztañaga, Heather Conger, Ann M. Dever, Laleh Razavi-Nematollahi et al. · 2024 · Circulation
Local Unemployment and Voting for President: Uncovering Causal Mechanisms
Taeyong Reeves Park, Andrew Reeves · 2018 · Political Behavior
Exploratory Mediation Analysis of Dichotomous Outcomes via Regularization
Sarfaraz Serang, Ross Jacobucci · 2019 · Multivariate Behavioral Research
The role of distinct ADHD symptoms for pre-entry entrepreneurial behavior: when intentions do not translate into action
Jarno Stappers, Petra Andries · 2021 · Small Business Economics
Engagement with a digital therapeutic for smoking cessation designed for persons with psychiatric illness fully mediates smoking outcomes in a pilot randomized controlled trial
Julia Browne, Tate F. Halverson, Roger Vilardaga · 2021 · Translational Behavioral Medicine
Understanding the Link Between Obesity and Severe COVID-19 Outcomes: Causal Mediation by Systemic Inflammatory Response
Andrea S. Foulkes, Caitlin Ann Selvaggi, Daniel James Shinnick, Heidi S. Lumish, Eun Young Kim, Tingyi Cao, Tanayott Thaweethai, Jing Qian, Frances Lu, Joyce Yan et al. · 2021 · The Journal of Clinical Endocrinology & Metabolism
Influence of Maternal Exposure to Mass Media on Growth Stunting Among Children Under Five: Mediation Analysis Through the Water, Sanitation, and Hygiene Program
Shutong Huo, Kai Wang, Zongchao Liu, Yuao Yang, Jia Yi Hee, Qiwei He, Rie Takesue, Kun Tang · 2021 · JMIR Public Health and Surveillance
Physical activity attenuates negative effects of short-term exposure to ambient air pollution on cognitive function
Yao Zhang, Limei Ke, Yingyao Fu, Qian Di, Xindong Ma · 2021 · Environment International
Long-term warming reduced microbial biomass but increased recent plant-derived C in microbes of a subarctic grassland
Niel Verbrigghe, Kathiravan Meeran, Michael Bahn, Alberto Canarini, Erik Fransén, Lucia Fuchslueger, Johannes Ingrisch, Ivan A. Janssens, Andreas A. Richter, Bjarni Didrik Sigurdsson et al. · 2022 · Soil Biology and Biochemistry
Impacts of large-scale land acquisitions on smallholder agriculture and livelihoods in Tanzania
Jonathan A. Sullivan, Daniel G. Brown, Francis Moyo, Meha Jain, Arun Agrawal · 2022 · Environmental Research Letters
High Dimensional Multiomics Reveals Unique Characteristics of Early Plasma Administration in Polytrauma Patients With TBI
Junru Wu, Hamed Moheimani, Shimena R. Li, Upendra K. Kar, Jillian W. Bonaroti, Richard S. Miller, Brian James Daley, Brian G. Harbrecht, Jeffrey A. Claridge, Danielle S. Gruen et al. · 2022 · Annals of Surgery
The Power of Identity Cues in Text-Based Customer Service: Evidence from Twitter
Yang Agnes Gao, Huaxia Rui, Shujing Sun · 2023 · MIS Quarterly
Public transit stop density is associated with walking for exercise among a national sample of older adults
Erica Twardzik, Jason R. Falvey, Philippa J Clarke, Vicki A. Freedman, Jennifer A. Schrack · 2023 · BMC Geriatrics
Control or overcontrol for covariates?
David L. Streiner · 2016 · Evidence-Based Mental Health
Direct and Indirect Effects Based on Difference-in-Differences With an Application to Political Preferences Following the Vietnam Draft Lottery
Eva Deuchert, Martin Huber, Mark Schelker · 2017 · Journal of Business and Economic Statistics
A Causal Framework for Observational Studies of Discrimination
Johann Gaebler, William Cai, Guillaume Basse, Ravi Shroff, Sharad Goel, Jennifer Hill · 2022 · Statistics and Public Policy
Not Registered? Please Sign Up First: A Randomized Field Experiment on the Ex Ante Registration Request
Ni Huang, Probal Mojumder, Tianshu Sun, Jinchi Lv, Joseph M. Golden · 2021 · Information Systems Research
The Paper of How: Estimating Treatment Effects Using the Front‐Door Criterion*
Marc F. Bellemare, Jeffrey R. Bloem, Noah Wexler · 2024 · Oxford Bulletin of Economics and Statistics
GMM with Multiple Missing Variables
Saraswata Chaudhuri, David K. Guilkey · 2015 · Journal of Applied Econometrics
Vitamin D Receptor Genetic Variation and Cancer Biomarkers among Breast Cancer Patients Supplemented with Vitamin D3: A Single-Arm Non-Randomized Before and After Trial
Elham Kazemian, Mohammad Esmaeil Akbari, Nariman Moradi, Safoora Gharibzadeh, Alison M. Mondul, Yasaman Jamshidi‐Naeini, Maryam Khademolmele, Katie R. Zarins, Nasim Ghodoosi, Atieh Amouzegar et al. · 2019 · Nutrients
Robust Inference on Population Indirect Causal Effects: The Generalized Front Door Criterion
Isabel Fulcher, Ilya Shpitser, Stella Marealle, Eric J. Tchetgen Tchetgen · 2019 · Journal of the Royal Statistical Society Series B (Statistical Methodology)
Causal mediation analysis with a latent mediator
Albert, Jeffrey M., Geng, Cuiyu, Nelson, Suchitra · 2016 · Biometrical Journal
Empathic concern for children and the gender-donations gap
Jordan van Rijn, Esteban J. Quiñones, Bradford L. Barham · 2019 · Journal of Behavioral and Experimental Economics
Partisan conflict over content moderation is more than disagreement about facts
Ruth E. Appel, Jennifer Pan, Margaret E. Roberts · 2023 · Science Advances
Granger Mediation Analysis of Multiple Time Series With an Application to Functional Magnetic Resonance Imaging
Yi Zhao, Xi Luo · 2019 · Biometrics
Does microcredit increase aspirational hope? Evidence from a group lending scheme in Sierra Leone
Adriana Garcia, Robert Lensink, Maarten J Voors · 2020 · World Development
Health Effects of Power Plant Emissions Through Ambient Air Quality
Chanmin Kim, Lucas Henneman, Christine Choirat, Corwin Matthew Zigler · 2020 · Journal of the Royal Statistical Society Series A (Statistics in Society)
The effect of intra-workplace pay inequality on employee trust in managers: Assessing a multilevel moderated mediation effect model
Felix Schulz, Danat Valizade, Andy Charlwood · 2021 · Human Relations
Effective investment in women's futures: Schooling with learning
Michelle Kaffenberger, Lant H. Pritchett · 2021 · International Journal of Educational Development
Direct and indirect influences of political regimes on corruption
Rajeev K. Goel, Michael A. Nelson · 2021 · Social Science Quarterly
The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence
Martin Huber, Michael Lechner, Giovanni Mellace · 2015 · Journal of Business and Economic Statistics
Dietary B Vitamin Intake Is Associated with Lower Urinary Monomethyl Arsenic and Oxidative Stress Marker 15-F2t-Isoprostane among New Hampshire Adults
Caitlin G. Howe, Zhigang Li, Michael S. Zens, Thomas J. Palys, Yu Chen, Jacqueline Y. Channon, Margaret Rita Karagas, Shohreh F. Farzan · 2017 · Journal of Nutrition
E Pluribus Unum? How Ethnic and National Identity Motivate Individual Reactions to a Political Ideal
Efrén O. Pérez, Maggie Deichert, Andrew Engelhardt · 2019 · The Journal of Politics
Executive Accountability Beyond Outcomes: Experimental Evidence on Public Evaluations of Powerful Prime Ministers
Michael Becher, Sylvain Brouard · 2020 · American Journal of Political Science
Estimating Causal Effects With Observational Data: Guidelines for Agricultural and Applied Economists
Arne Henningsen, Guy Low, David Wuepper, Tobias Dalhaus, Hugo Storm, Dagim Belay, Stefan Hirsch · 2025 · Journal of Agricultural Economics
Case Selection in Public Management Research: Problems and Solutions
David M. Konisky, Christopher M. Reenock · 2012 · Journal of Public Administration Research and Theory
Review
Adam Sales · 2016 · Journal of Educational and Behavioral Statistics
What matters most: protocol for a randomized controlled trial of breast cancer surgery encounter decision aids across socioeconomic strata
Marie‐Anne Durand, Renata West Yen, A. James O’Malley, Mary C. Politi, Shubhada Dhage, Kari M. Rosenkranz, Katie E. Weichman, Julie A. Margenthaler, Anna N.A. Tosteson, Eloise Crayton et al. · 2018 · BMC Public Health
Small thrombus size, thrombus composition, and poor collaterals predict pre-interventional thrombus migration
Peter Bernhard Sporns, Hermann Krähling, Marios‐Nikos Psychogios, Astrid Jeibmann, Jens Minnerup, Gabriel Broocks, Lukas Meyer, Alex Brehm, Moritz Wildgruber, Jens Fiehler et al. · 2020 · Journal of NeuroInterventional Surgery
Coping strategies as a causal mediator of the effect of loss-related memory characteristics and negative loss-related appraisals on symptoms of PGD, PTSD and depression
Kirsten V. Smith, Anke Ehlers · 2021 · Psychological Medicine
When seeking help, women and racial/ethnic minorities benefit from explicitly stating their identity
Erika L. Kirgios, Aneesh Rai, Edward H. Chang, Katherine L. Milkman · 2022 · Nature Human Behaviour
Association between a single mother family and childhood undervaccination, and mediating effect of household income: a nationwide, prospective birth cohort from the Japan Environment and Children’s Study (JECS)
Hiroyuki Kuroda, Atsushi Goto, Chihiro Kawakami, Kouji Yamamoto, Shuichi Ito, Japan Environment and Children’s Study (JECS) Group, Michihiro Kamijima, Shin Yamazaki, Yukihiro Ohya, Reiko Kishi et al. · 2022 · BMC Public Health
Applied causal inference methods for sequential mediators
Daniela Zugna, Maja Beck Popovic, Francesca Fasanelli, Barbara Heude, Ghislaine Scélo, Lorenzo Richiardi · 2022 · BMC Medical Research Methodology
Layperson-Supported, Web-Delivered Cognitive Behavioral Therapy for Depression in Older Adults: Randomized Controlled Trial
Xiaoling Xiang, Jay Kayser, Skyla Turner, Samson Ash, Joseph A. Himle · 2024 · Journal of Medical Internet Research
Quantifying an Adherence Path-Specific Effect of Antiretroviral Therapy in the Nigeria PEPFAR Program
Caleb H. Miles, Ilya Shpitser, Phyllis J. Kanki, Seema Meloni, Eric J. Tchetgen Tchetgen · 2017 · Journal of the American Statistical Association
Swing Voting due to Smartvote Use? Evidence from the 2011 Swiss Federal Elections
Joëlle Pianzola · 2014 · Swiss Political Science Review
Estimation of a semiparametric natural direct effect model incorporating baseline covariates
Eric J. Tchetgen Tchetgen, Ilya Shpitser · 2014 · Biometrika
Bounds for Pure Direct Effect
Eric J. Tchetgen Tchetgen, Kelesitse Phiri · 2014 · Epidemiology
Associations between neighborhood, family factors and symptom change in childhood attention deficit hyperactivity disorder
Wendy S. Sharp, Aman Mangalmurti, Carlisha Hall, Saadia Choudhury, Philip Shaw · 2019 · Social Science & Medicine
Fifteen Years of Wealth Disparities in Canada: New Trends or Simply the Status Quo?
M. Maroto · 2016 · Canadian Public Policy
The choice of control variables in empirical management research: How causal diagrams can inform the decision
Paul Hünermund, Beyers Louw, Mikko Rönkkö · 2024 · The Leadership Quarterly
The carbon emission reduction effect of the digital economy from the perspective of biased technological progress
Dong Zhou, Jiayu Chu · 2024 · Journal of Environmental Management
Penalized models for analysis of multiple mediators
Daniel J. Schaid, Jason P. Sinnwell · 2020 · Genetic Epidemiology
Health information provision, health knowledge and health behaviours: Evidence from breast cancer screening
Peter Eibich, Léontine Goldzahl · 2020 · Social Science & Medicine
Returnee policies in China: Does a strategy of alleviating the financing difficulty of returnee firms promote innovation?
Chao Zhang, Jiancheng Guan · 2020 · Technological Forecasting and Social Change
The relative contributions of behavioral, biological, and psychological risk factors in the association between psychosocial stress and all-cause mortality among middle- and older-aged adults in the USA
Justin Rodgers, Adolfo G. Cuevas, David R. Williams, Ichiro I. Kawachi, S. V. Subramanian · 2021 · GeroScience
Design of CLARO (Collaboration Leading to Addiction Treatment and Recovery from other Stresses): A randomized trial of collaborative care for opioid use disorder and co-occurring depression and/or posttraumatic stress disorder
Lisa S. Meredith, Miriam S. Komaromy, Matthew S. Cefalu, Cristina M. Murray-Krezan, Kimberly Page, Karen Chan Osilla, Alex R. Dopp, Isabel M. Leamon, Lina Tarhuni, Grace Hindmarch et al. · 2021 · Contemporary Clinical Trials
LATE With Missing or Mismeasured Treatment
Rossella Calvi, Arthur Lewbel, Denni Tommasi · 2021 · Journal of Business and Economic Statistics
Depressive symptoms, social support, and health-related quality of life: A community-based study in Shanghai, China
Jie Wang, Runyu Zou, Ning Wu, Hua Fu, Yanling He, Paul Crawford, Eddie Kane, Jun-ming Dai · 2021 · Comprehensive Psychiatry
Identification of Causal Mechanisms from Randomized Experiments: A Framework for Endogenous Mediation Analysis
Jing Peng · 2022 · Information Systems Research
The Roles of Data Providers and Analysts in the Production, Dissemination, and Pricing of Street Earnings
Khrystyna Bochkay, Stanimir Markov, Musa Subasi, Eric H. Weisbrod · 2022 · Journal of Accounting Research
An association study between epicardial fat thickness and cognitive impairment in the elderly
Gianluigi Mazzoccoli, Mariangela Pia Dagostino, Manlio Vinciguerra, Filomena Ciccone, Giulia Paroni, Davide Seripa, Filomena Addante, Rosa Chiara Montella, Salvatore De Cosmo, Francesco Sera et al. · 2014 · American Journal of Physiology-Heart and Circulatory Physiology
Class dis-identification, cultural stereotypes, and music preferences: Experimental evidence from the UK
Aaron Reeves, Emily Gilbert, Daniel Holman · 2015 · Poetics
Estimating the Health Benefit of Reducing Indoor Air Pollution in a Randomized Environmental Intervention
Roger D. Peng, Arlene Manns Butz, Amber J. Hackstadt, D’Ann L. Williams, Gregory B. Diette, Patrick N. Breysse, Elizabeth Cotton Matsui · 2014 · Journal of the Royal Statistical Society Series A (Statistics in Society)
Employed Women and Marital Union Stability: It Helps When Men Help
Letizia Mencarini, Daniele Vignoli · 2017 · Journal of Family Issues
The Nature of Learning Climate in Public Administration: A Cross-Sectorial Examination of Its Relationship With Employee Job Involvement, Proactivity, and Creativity
Liat Eldor, Itzhak Harpaz · 2018 · The American Review of Public Administration
Ambient air pollution as a mediator in the pathway linking race/ethnicity to blood pressure elevation: The multi-ethnic study of atherosclerosis (MESA)
Lanxin Song, Geneé S. Smith, Sara Dubowsky Adar, Wendy S. Post, Eliseo Güallar, Ana Navas‐Acién, Joel D. Kaufman, Miranda R. Jones · 2019 · Environmental Research
Long Story Short: Omitted Variable Bias in Causal Machine Learning
Victor Chernozhukov, Carlos Cinelli, Whitney K. Newey, Amit Kumar Sharma, Vasilis Syrgkanis · 2022 · National Bureau of Economic Research
Adaptive bootstrap tests for composite null hypotheses in the mediation pathway analysis
Yinqiu He, Peter X.‐K. Song, Gongjun Xu · 2023 · Journal of the Royal Statistical Society Series B (Statistical Methodology)
Bayesian Causal Mediation Analysis for Group Randomized Designs with Homogeneous and Heterogeneous Effects: Simulation and Case Study
Soojin Park, David E. Kaplan · 2015 · Multivariate Behavioral Research
Parent-Reported Behavioral and Psychiatric Problems Mediate the Relationship between Sleep-Disordered Breathing and Cognitive Deficits in School-Aged Children
Dale L. Smith, David Gozal, Scott J. Hunter, David Gozal · 2017 · Frontiers in Neurology
Coordination difficulties, IQ and psychopathology in children with high-risk copy number variants
Adam C. Cunningham, Jérémy Hall, Michael John Owen, Marianne B. M. van den Bree · 2019 · Psychological Medicine
Bayesian Causal Mediation Analysis with Latent Mediators and Survival Outcome
Rongqian Sun, Xiaoxiao Zhou, Xinyuan Song · 2021 · Structural Equation Modeling A Multidisciplinary Journal
Political Consequences of Income Inequality: Assessing the Relationship Between Perceived Distributive Fairness and Political Efficacy in Asia
Daewoo Lee, Chae Young Chang, Hyunkang Hur · 2021 · Social Justice Research
Moral Self-Appraisals Explain Emotional Rewards of Prosocial Behavior
Andrew Miles, Laura Upenieks · 2021 · Journal of Happiness Studies
Identifying pleiotropic genes for complex phenotypes with summary statistics from a perspective of composite null hypothesis testing
Ting Wang, Haojie Lu, Ping Zeng · 2021 · Briefings in Bioinformatics
How Do Hip Exercises Improve Pain in Individuals With Patellofemoral Pain? Secondary Mediation Analysis of Strength and Psychological Factors as Mechanisms
Sinéad Holden, Mark Matthews, Michael Skovdal Rathleff, Jessica Kasza, Fohx Group, Bill Vicenzino · 2021 · Journal of Orthopaedic and Sports Physical Therapy
How Much of the Thrombectomy Related Improvement in Functional Outcome Is Already Apparent at 24 Hours and at Hospital Discharge?
Helge C. Kniep, Lukas Meyer, Matthias Bechstein, Gabriel Broocks, Helena Guerreiro, Noel van Horn, Caspar Brekenfeld, Fabian Flottmann, Milani Deb‐Chatterji, Anna Christina Alegiani et al. · 2022 · Stroke
Attendance, Completion, and Heterogeneous Returns to College: A Causal Mediation Approach
Xiang Zhou · 2022 · Sociological Methods & Research
The Effects of Statins on Cognitive Performance Are Mediated by Low-Density Lipoprotein, C-Reactive Protein, and Blood Glucose Concentrations
Mélissa Gentreau, Gull Rukh, Maud Miguet, Laura E. Clemensson, Ahmed M. Alsehli, Olga E. Titova, Helgi B. Schiöth · 2023 · The Journals of Gerontology Series A
Basal Forebrain Atrophy, Cortical Thinning, and Amyloid‐β Status in Parkinson's disease ‐Related Cognitive Decline
Miguel Ángel Labrador‐Espinosa, Jesús Silva‐Rodríguez, María Isabel Reina Castillo, Pablo Mir, Michel J. Grothe · 2023 · Movement Disorders
From Iron Cage to Glass House: Repurposing of bureaucratic management and the turn to openness
Christof Brandtner, Walter W. Powell, Aaron Horvath · 2023 · Organization Studies
Perceiving Affective Polarization in the United States: How Social Media Shape Meta-Perceptions and Affective Polarization
Christian Staal Bruun Overgaard · 2024 · Social Media + Society
Why Process Matters for Causal Inference
Adam Glynn, Kevin M. Quinn · 2011 · Political Analysis
Causal inference with large-scale assessments in education from a Bayesian perspective: a review and synthesis
David E. Kaplan · 2016 · Large-scale Assessments in Education
Chaos and commitment in the early childhood education classroom: Direct and indirect associations through teaching efficacy
Ashley Anne Grant, Lieny Jeon, Cynthia K. Buettner · 2019 · Teaching and Teacher Education
The Political Consequences of Self-Insurance: Evidence from Central-Eastern Europe, the Caucasus and Central Asia
Katerina Tertytchnaya, Catherine E. De Vries · 2018 · Political Behavior
Population differences in vaccine responses (POPVAC): scientific rationale and cross-cutting analyses for three linked, randomised controlled trials assessing the role, reversibility and mediators of immunomodulation by chronic infections in the tropics
Gyaviira Nkurunungi, Ludoviko Zirimenya, Agnes Natukunda, Jacent Nassuuna, Gloria Oduru, Caroline Ninsiima, Christopher Zziwa, Florence Akello, Robert Kizindo, Mirriam Akello et al. · 2020 · BMJ Open
Do Universities Improve Local Economic Resilience?
Greg Howard, Russell Weinstein, Yuhao Yang · 2022 · The Review of Economics and Statistics
Why and when do family firms invest less in talent management? The suppressor effect of risk aversion
Rodrigo Basco, Thomas Bassetti, Lorenzo Dal Maso, Nicola Lattanzi · 2021 · Journal of Management & Governance
Large-scale land acquisitions exacerbate local farmland inequalities in Tanzania
Jonathan A. Sullivan, Cyrus Samii, Daniel G. Brown, Francis Moyo, Arun Agrawal · 2023 · Proceedings of the National Academy of Sciences
Estimation of controlled direct effects on a dichotomous outcome using logistic structural direct effect models
Stijn Vansteelandt · 2010 · Biometrika
Quantile Mediation Models: A Comparison of Methods for Assessing Mediation Across the Outcome Distribution
Ernest Shen, Chih‐Ping Chou, Mary Ann Pentz, Kiros T Berhane · 2014 · Multivariate Behavioral Research
Relationship between dietary carbohydrates intake and circulating sex hormone‐binding globulin levels in postmenopausal women
Mengna Huang, Jinjie Liu, Xiaochen Lin, Atsushi Goto, Yiqing Song, Lesley Fels Tinker, Kei Hang Katie Chan, Simin Liu · 2017 · Journal of Diabetes