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For: Vander Weele TJ. Confounding and effect modification: distribution and measure. ACTA ACUST UNITED AC 2012;1:55-82. [PMID: 25473593 DOI: 10.1515/2161-962x.1004] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Number Cited by Other Article(s)
1
Webster-Clark M, Ross RK, Keil AP, Platt RW. Variable selection when estimating effects in external target populations. Am J Epidemiol 2024;193:1176-1181. [PMID: 38629587 PMCID: PMC11299018 DOI: 10.1093/aje/kwae048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 02/20/2024] [Accepted: 04/09/2024] [Indexed: 08/06/2024]  Open
2
Gassen J, Mengelkoch S, Slavich GM. Human immune and metabolic biomarker levels, and stress-biomarker associations, differ by season: Implications for biomedical health research. Brain Behav Immun Health 2024;38:100793. [PMID: 38813082 PMCID: PMC11133497 DOI: 10.1016/j.bbih.2024.100793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 05/02/2024] [Indexed: 05/31/2024]  Open
3
Fingerhut A, Uranues S, Dziri C, Ma J, Vernerey D, Kurihara H, Stiegler P. Interaction analysis of subgroup effects in randomized trials: the essential methodological points. Sci Rep 2024;14:12619. [PMID: 38824173 PMCID: PMC11144206 DOI: 10.1038/s41598-024-62896-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 05/22/2024] [Indexed: 06/03/2024]  Open
4
Kezios KL, Hayes-Larson E. Sufficient component cause simulations: an underutilized epidemiologic teaching tool. FRONTIERS IN EPIDEMIOLOGY 2023;3:1282809. [PMID: 38435670 PMCID: PMC10906966 DOI: 10.3389/fepid.2023.1282809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 10/19/2023] [Indexed: 03/05/2024]
5
Karimi R, Prego-Domínguez J, Takkouche B. Factors Contributing to the Link between Physical Well-Being and Chronic Pain in Young People from Galicia, Northwest Spain. J Clin Med 2023;12:4228. [PMID: 37445263 DOI: 10.3390/jcm12134228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 06/15/2023] [Accepted: 06/20/2023] [Indexed: 07/15/2023]  Open
6
Lee D, Yang S, Dong L, Wang X, Zeng D, Cai J. Improving trial generalizability using observational studies. Biometrics 2023;79:1213-1225. [PMID: 34862966 PMCID: PMC9166225 DOI: 10.1111/biom.13609] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 11/06/2021] [Accepted: 11/22/2021] [Indexed: 11/29/2022]
7
Zawadzki RS, Grill JD, Gillen DL. Frameworks for estimating causal effects in observational settings: comparing confounder adjustment and instrumental variables. BMC Med Res Methodol 2023;23:122. [PMID: 37217854 PMCID: PMC10201752 DOI: 10.1186/s12874-023-01936-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 04/25/2023] [Indexed: 05/24/2023]  Open
8
Ambrose N, Amin A, Anderson B, Barrera-Oro J, Bertagnolli M, Campion F, Chow D, Danan R, D'Arinzo L, Drews A, Erlandson K, Fitzgerald K, Garcia M, Gaspar FW, Gong C, Hanna G, Jones S, Lopansri B, Musser J, O'Horo J, Piantadosi S, Pritt B, Razonable RR, Roberts S, Sandmeyer S, Stein D, Vahidy F, Webb B, Yttri J. Neutralizing Monoclonal Antibody Use and COVID-19 Infection Outcomes. JAMA Netw Open 2023;6:e239694. [PMID: 37093599 PMCID: PMC10126875 DOI: 10.1001/jamanetworkopen.2023.9694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/25/2023]  Open
9
Lu H, Cole SR, Howe CJ, Westreich D. Toward a Clearer Definition of Selection Bias When Estimating Causal Effects. Epidemiology 2022;33:699-706. [PMID: 35700187 PMCID: PMC9378569 DOI: 10.1097/ede.0000000000001516] [Citation(s) in RCA: 44] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
10
Chairistanidou C, Karatzi K, Karaglani E, Usheva N, Liatis S, Chakarova N, Mateo-Gallego R, Lamiquiz-Moneo I, Radó S, Antal E, Bíró É, Kivelä J, Wikström K, Iotova V, Cardon G, Makrilakis K, Manios Y. Reply to: "Interaction analysis is needed to reveal the effects of socioeconomic status on the association between diet quality and lipidemic profile". Nutr Metab Cardiovasc Dis 2022;32:2275-2277. [PMID: 35760646 DOI: 10.1016/j.numecd.2022.05.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 05/20/2022] [Indexed: 11/16/2022]
11
Msaouel P, Lee J, Karam JA, Thall PF. A Causal Framework for Making Individualized Treatment Decisions in Oncology. Cancers (Basel) 2022;14:cancers14163923. [PMID: 36010916 PMCID: PMC9406391 DOI: 10.3390/cancers14163923] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/12/2022] [Accepted: 08/12/2022] [Indexed: 12/23/2022]  Open
12
Bloome D, Ang S. Is the Effect Larger in Group A or B? It Depends: Understanding Results From Nonlinear Probability Models. Demography 2022;59:1459-1488. [PMID: 35894791 DOI: 10.1215/00703370-10109444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
13
A general explanation of the counterfactual definition of confounding. J Clin Epidemiol 2022;148:189-192. [DOI: 10.1016/j.jclinepi.2022.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 02/15/2022] [Indexed: 11/18/2022]
14
Suzuki E, Yamamoto M, Yamamoto E. Exchangeability of measures of association before and after exposure status is flipped: its relationship with confounding in the counterfactual model. J Epidemiol 2022;33:385-389. [PMID: 35067497 PMCID: PMC10319525 DOI: 10.2188/jea.je20210352] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 01/05/2022] [Indexed: 08/06/2023]  Open
15
Association between Patellofemoral and medial Tibiofemoral compartment osteoarthritis progression: exploring the effect of body weight using longitudinal data from osteoarthritis initiative (OAI). Skeletal Radiol 2021;50:1845-1854. [PMID: 33686488 DOI: 10.1007/s00256-021-03749-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 02/25/2021] [Indexed: 02/02/2023]
16
Shimonovich M, Pearce A, Thomson H, Keyes K, Katikireddi SV. Assessing causality in epidemiology: revisiting Bradford Hill to incorporate developments in causal thinking. Eur J Epidemiol 2021;36:873-887. [PMID: 33324996 PMCID: PMC8206235 DOI: 10.1007/s10654-020-00703-7] [Citation(s) in RCA: 52] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 12/02/2020] [Indexed: 01/08/2023]
17
Shimonovich M, Pearce A, Thomson H, Keyes K, Katikireddi SV. Assessing causality in epidemiology: revisiting Bradford Hill to incorporate developments in causal thinking. Eur J Epidemiol 2021. [PMID: 33324996 DOI: 10.1007/s10654-020-00703-7/tables/5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/26/2023]
18
Chen R, Chen G, Yu M. A generalizability score for aggregate causal effect. Biostatistics 2021;24:309-326. [PMID: 34382066 DOI: 10.1093/biostatistics/kxab029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 06/09/2021] [Accepted: 07/13/2021] [Indexed: 11/14/2022]  Open
19
Tutorial: A nontechnical explanation of the counterfactual definition of effect modification and interaction. J Clin Epidemiol 2021;134:113-124. [PMID: 33548464 DOI: 10.1016/j.jclinepi.2021.01.022] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 12/14/2020] [Accepted: 01/08/2021] [Indexed: 11/22/2022]
20
Deslauriers S, Roy JS, Bernatsky S, Feldman DE, Pinard AM, Desmeules F, Fitzcharles MA, Perreault K. The association between waiting time and multidisciplinary pain treatment outcomes in patients with rheumatic conditions. BMC Rheumatol 2020;4:59. [PMID: 33111034 PMCID: PMC7583241 DOI: 10.1186/s41927-020-00157-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Accepted: 08/10/2020] [Indexed: 12/17/2022]  Open
21
D'Andrea E, Kesselheim AS, Franklin JM, Jung EH, Hey SP, Patorno E. Heterogeneity of antidiabetic treatment effect on the risk of major adverse cardiovascular events in type 2 diabetes: a systematic review and meta-analysis. Cardiovasc Diabetol 2020;19:154. [PMID: 32993654 PMCID: PMC7525990 DOI: 10.1186/s12933-020-01133-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 09/18/2020] [Indexed: 02/08/2023]  Open
22
The Interaction Continuum. Epidemiology 2020;30:648-658. [PMID: 31205287 PMCID: PMC6677614 DOI: 10.1097/ede.0000000000001054] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
23
Suzuki E, Shinozaki T, Yamamoto E. Causal Diagrams: Pitfalls and Tips. J Epidemiol 2020;30:153-162. [PMID: 32009103 PMCID: PMC7064555 DOI: 10.2188/jea.je20190192] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]  Open
24
On the Relation Between G-formula and Inverse Probability Weighting Estimators for Generalizing Trial Results. Epidemiology 2019;30:807-812. [DOI: 10.1097/ede.0000000000001097] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
25
Effect heterogeneity and variable selection for standardizing causal effects to a target population. Eur J Epidemiol 2019;34:1119-1129. [PMID: 31655945 DOI: 10.1007/s10654-019-00571-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Accepted: 10/11/2019] [Indexed: 12/14/2022]
26
Zimmer Z, Rojo F, Ofstedal MB, Chiu CT, Saito Y, Jagger C. Religiosity and health: A global comparative study. SSM Popul Health 2019;7:006-6. [PMID: 30581957 PMCID: PMC6293091 DOI: 10.1016/j.ssmph.2018.11.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Revised: 11/09/2018] [Accepted: 11/11/2018] [Indexed: 01/29/2023]  Open
27
Huitfeldt A, Goldstein A, Swanson SA. The choice of effect measure for binary outcomes: Introducing counterfactual outcome state transition parameters. EPIDEMIOLOGIC METHODS 2018;7:20160014. [PMID: 30637184 PMCID: PMC6326173 DOI: 10.1515/em-2016-0014] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
28
Deaton A, Cartwright N. Understanding and misunderstanding randomized controlled trials. Soc Sci Med 2018;210:2-21. [PMID: 29331519 PMCID: PMC6019115 DOI: 10.1016/j.socscimed.2017.12.005] [Citation(s) in RCA: 472] [Impact Index Per Article: 78.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Revised: 12/04/2017] [Accepted: 12/06/2017] [Indexed: 11/18/2022]
29
Dahabreh IJ, Hayward R, Kent DM. Using group data to treat individuals: understanding heterogeneous treatment effects in the age of precision medicine and patient-centred evidence. Int J Epidemiol 2018;45:2184-2193. [PMID: 27864403 DOI: 10.1093/ije/dyw125] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/25/2016] [Indexed: 11/13/2022]  Open
30
Covariate balance for no confounding in the sufficient-cause model. Ann Epidemiol 2018;28:48-53.e2. [DOI: 10.1016/j.annepidem.2017.11.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Revised: 11/15/2017] [Accepted: 11/17/2017] [Indexed: 11/20/2022]
31
Kim C, Daniels M, Li Y, Milbury K, Cohen L. A Bayesian semiparametric latent variable approach to causal mediation. Stat Med 2017;37:1149-1161. [PMID: 29250817 DOI: 10.1002/sim.7572] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Revised: 11/02/2017] [Accepted: 11/05/2017] [Indexed: 11/11/2022]
32
Suzuki E, Mitsuhashi T, Tsuda T, Yamamoto E. A typology of four notions of confounding in epidemiology. J Epidemiol 2016;27:49-55. [PMID: 28142011 PMCID: PMC5328726 DOI: 10.1016/j.je.2016.09.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Accepted: 03/06/2016] [Indexed: 11/19/2022]  Open
33
Suzuki E, Tsuda T, Mitsuhashi T, Mansournia MA, Yamamoto E. Errors in causal inference: an organizational schema for systematic error and random error. Ann Epidemiol 2016;26:788-793.e1. [DOI: 10.1016/j.annepidem.2016.09.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Revised: 09/17/2016] [Accepted: 09/18/2016] [Indexed: 01/17/2023]
34
Edwards JK, Cole SR, Westreich D. All your data are always missing: incorporating bias due to measurement error into the potential outcomes framework. Int J Epidemiol 2015;44:1452-9. [PMID: 25921223 DOI: 10.1093/ije/dyu272] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/18/2014] [Indexed: 11/13/2022]  Open
35
Suzuki E, Mitsuhashi T, Tsuda T, Yamamoto E. A simple example as a pedagogical device? Ann Epidemiol 2014;24:560-1. [PMID: 24854184 DOI: 10.1016/j.annepidem.2014.04.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2014] [Accepted: 04/08/2014] [Indexed: 10/25/2022]
36
VanderWeele TJ, Shpitser I. On the definition of a confounder. Ann Stat 2013;41:196-220. [PMID: 25544784 PMCID: PMC4276366 DOI: 10.1214/12-aos1058] [Citation(s) in RCA: 129] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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