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Control of Confounding and Reporting of Results in Causal Inference Studies:Guidance for Authors from Editors of Respiratory, Sleep, and Critical Care Journals
- Source :
- Lederer, D J, Bell, S C, Branson, R D, Chalmers, J D, Marshall, R, Maslove, D M, Ost, D E, Punjabi, N M, Schatz, M, Smyth, A R, Stewart, P W, Suissa, S, Adjei, A A, Akdis, C A, Azoulay, E, Bakker, J, Ballas, Z K, Bardin, P G, Barreiro, E, Bellomo, R, Bernstein, J A, Brusasco, V, Buchman, T G, Chokroverty, S, Collop, N A, Crapo, J D, Fitzgerald, D A, Hale, L, Hart, N, Herth, F J, Iwashyna, T J, Jenkins, G, Kolb, M, Marks, G B, Mazzone, P, Moorman, J R, Murphy, T M, Noah, T L, Reynolds, P, Riemann, D, Russell, R E, Sheikh, A, Sotgiu, G, Swenson, E R, Szczesniak, R, Szymusiak, R, Teboul, J-L & Vincent, J-L 2019, ' Control of Confounding and Reporting of Results in Causal Inference Studies : Guidance for Authors from Editors of Respiratory, Sleep, and Critical Care Journals ', Annals of the American Thoracic Society . https://doi.org/10.1513/AnnalsATS.201808-564PS, Annals of the American Thoracic Society, Proceedings of the American Thoracic Society, 16(1), 22-28. American Thoracic Society
- Publication Year :
- 2019
-
Abstract
- The 21st century has brought with it a welcome call for increased rigor in observational research methods (1, 2). It is not that observational research methods are inherently flawed – they are not (3, 4). Observational studies can contribute valuable evidence supporting causal associations when designed and conducted using rigorous methods. The “flaws” are a result of reliance on outdated methodology, inadequate attention to threats to validity (such as confounding), opaque reporting of results, lack of replication, and a failure to interpret findings within the context of the limitations of observational research methodology. Aware of this situation and influenced by our experience as journal editors, we convened an ad hoc group of 47 editors of 35 respiratory, sleep, and critical care journals to offer guidance to authors, peer reviewers, and researchers on the design and reporting of observational causal inference studies. This guidance takes the form of a call for investigators to consider making major changes to their approach to such studies. This document represents our current best understanding of approaches to causal inference, an active area of research. We anticipate that best practice in this, as in any scientific endeavor, will continue to evolve, requiring this document to be updated every 5 to 10 years. We believe these changes will increase the rigor, validity, and value of the work we publish in our journals.
- Subjects :
- Pulmonary and Respiratory Medicine
Research design
medicine.medical_specialty
Critical Care
Control (management)
MEDLINE
Guidelines as Topic
Epidemiology
Pulmonary Medicine
medicine
Humans
Letters
Sleep Medicine Specialty
Models, Statistical
business.industry
Confounding
Confounding Factors, Epidemiologic
Causality
Research Design
Causal inference
Periodicals as Topic
business
Algorithms
Clinical psychology
Subjects
Details
- Language :
- English
- ISSN :
- 15463222
- Database :
- OpenAIRE
- Journal :
- Lederer, D J, Bell, S C, Branson, R D, Chalmers, J D, Marshall, R, Maslove, D M, Ost, D E, Punjabi, N M, Schatz, M, Smyth, A R, Stewart, P W, Suissa, S, Adjei, A A, Akdis, C A, Azoulay, E, Bakker, J, Ballas, Z K, Bardin, P G, Barreiro, E, Bellomo, R, Bernstein, J A, Brusasco, V, Buchman, T G, Chokroverty, S, Collop, N A, Crapo, J D, Fitzgerald, D A, Hale, L, Hart, N, Herth, F J, Iwashyna, T J, Jenkins, G, Kolb, M, Marks, G B, Mazzone, P, Moorman, J R, Murphy, T M, Noah, T L, Reynolds, P, Riemann, D, Russell, R E, Sheikh, A, Sotgiu, G, Swenson, E R, Szczesniak, R, Szymusiak, R, Teboul, J-L & Vincent, J-L 2019, ' Control of Confounding and Reporting of Results in Causal Inference Studies : Guidance for Authors from Editors of Respiratory, Sleep, and Critical Care Journals ', Annals of the American Thoracic Society . https://doi.org/10.1513/AnnalsATS.201808-564PS, Annals of the American Thoracic Society, Proceedings of the American Thoracic Society, 16(1), 22-28. American Thoracic Society
- Accession number :
- edsair.doi.dedup.....30378cc6d918eb3493a829c1f7f89a3b