Causal Inference in Public Health: A Call to Stop Causal Fishing Expeditions.
作者信息
Al-Kassab-Córdova Ali, Soto-Becerra Percy
机构信息
Centro de Excelencia en Investigaciones Económicas y Sociales en Salud, Universidad San Ignacio de Loyola, Lima, Peru.
Centro de Innovación e Investigación Traslacional en Salud, Universidad Privada del Norte, Lima, Peru.
出版信息
Public Health Rep. 2025 Jul 8:333549251342034. doi: 10.1177/00333549251342034.
Abstract
摘要
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本文引用的文献
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Causal Inference About the Effects of Interventions From Observational Studies in Medical Journals.
JAMA. 2024 Jun 4;331(21):1845-1853. doi: 10.1001/jama.2024.7741.
2
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Ger Med Sci. 2022 Dec 21;20:Doc12. doi: 10.3205/000314. eCollection 2022.
3
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Am J Epidemiol. 2023 Apr 6;192(4):517-519. doi: 10.1093/aje/kwad026.
4
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Am J Epidemiol. 2022 Nov 19;191(12):2084-2097. doi: 10.1093/aje/kwac137.
5
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6
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N Engl J Med. 2022 Jan 20;386(3):252-263. doi: 10.1056/NEJMoa2109794. Epub 2021 Nov 13.
7
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Nat Hum Behav. 2021 Oct;5(10):1261. doi: 10.1038/s41562-021-01230-5.
8
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Eur J Epidemiol. 2021 Sep;36(9):889-898. doi: 10.1007/s10654-021-00794-w. Epub 2021 Aug 15.
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