代表性并非具有代表性：应对英国生物银行及其他大数据存储库中的主要推断性威胁。 - Suppr

Representativeness Is Not Representative: Addressing Major Inferential Threats in the UK Biobank and Other Big Data Repositories.

作者信息

Huang Jonathan Yinhao

机构信息

From the Human Development and Biostatistics, Singapore Institute for Clinical Sciences, Brenner Centre for Molecular Medicine, Singapore.

出版信息

Epidemiology. 2021 Mar 1;32(2):189-193. doi: 10.1097/EDE.0000000000001317.

DOI:10.1097/EDE.0000000000001317

PMID:33323747

Abstract

摘要

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Representativeness Is Not Representative: Addressing Major Inferential Threats in the UK Biobank and Other Big Data Repositories.

作者信息

Huang Jonathan Yinhao

机构信息

From the Human Development and Biostatistics, Singapore Institute for Clinical Sciences, Brenner Centre for Molecular Medicine, Singapore.

出版信息

Epidemiology. 2021 Mar 1;32(2):189-193. doi: 10.1097/EDE.0000000000001317.

DOI:10.1097/EDE.0000000000001317

PMID:33323747

Abstract

摘要

相似文献

Representativeness Is Not Representative: Addressing Major Inferential Threats in the UK Biobank and Other Big Data Repositories.

Epidemiology. 2021 Mar 1;32(2):189-193. doi: 10.1097/EDE.0000000000001317.

UK Biobank, big data, and the consequences of non-representativeness.

Lancet. 2019 Mar 30;393(10178):1297. doi: 10.1016/S0140-6736(18)33067-8.

Insights Into Immune-Mediated Disease and Cancer Risk-Delivering on the Promise of UK Biobank Big Data.

JAMA Oncol. 2022 Feb 1;8(2):219-220. doi: 10.1001/jamaoncol.2021.5572.

UK Biobank shares the promise of big data.

Nature. 2018 Oct;562(7726):194-195. doi: 10.1038/d41586-018-06948-3.

Big Data and Causal Inference: What Does a New Analysis of the UK BioBank Data Tell Us?

Hypertension. 2020 Mar;75(3):625-627. doi: 10.1161/HYPERTENSIONAHA.119.14357. Epub 2020 Feb 3.

Big Data Strikes Again: Future Utilization of the UK Biobank as a Resource for Clinical Laboratories.

Clin Chem. 2021 Jul 6;67(7):932-934. doi: 10.1093/clinchem/hvab005.

Comparison of Sociodemographic and Health-Related Characteristics of UK Biobank Participants With Those of the General Population.

Am J Epidemiol. 2017 Nov 1;186(9):1026-1034. doi: 10.1093/aje/kwx246.

Early-Life Factors and Early-Onset Endometrial Cancer Risk in the UK Biobank.

JAMA Netw Open. 2024 Oct 1;7(10):e2440181. doi: 10.1001/jamanetworkopen.2024.40181.

UK biobank data: come and get it.

Sci Transl Med. 2014 Feb 19;6(224):224ed4. doi: 10.1126/scitranslmed.3008601.

Is 112 the New 10 000?-Step Count and Dementia Risk in the UK Biobank.

JAMA Neurol. 2022 Oct 1;79(10):973-974. doi: 10.1001/jamaneurol.2022.2312.

引用本文的文献

Revisiting representativeness.

Int J Epidemiol. 2025 Jun 11;54(4). doi: 10.1093/ije/dyaf109.

Biobanking with genetics shapes precision medicine and global health.

Nat Rev Genet. 2025 Mar;26(3):191-202. doi: 10.1038/s41576-024-00794-y. Epub 2024 Nov 20.

Cohort profile: DNA methylation in the Northern Ireland Cohort for the Longitudinal Study of Ageing (NICOLA) - recruitment and participant characteristics.

BMJ Open. 2024 Sep 13;14(9):e085652. doi: 10.1136/bmjopen-2024-085652.

Risk prediction of cardiovascular disease in the Asia-Pacific region: the SCORE2 Asia-Pacific model.

Eur Heart J. 2025 Feb 21;46(8):702-715. doi: 10.1093/eurheartj/ehae609.

Feasibility of multiorgan risk prediction with routinely collected diagnostics: a prospective cohort study in the UK Biobank.

BMJ Evid Based Med. 2024 Sep 20;29(5):313-323. doi: 10.1136/bmjebm-2023-112518.

Differential Participation, a Potential Cause of Spurious Associations in Observational Cohorts in Environmental Epidemiology.

Epidemiology. 2024 Mar 1;35(2):174-184. doi: 10.1097/EDE.0000000000001711. Epub 2023 Jan 30.

Development and quality appraisal of a new English breast screening linked data set as part of the age, test threshold, and frequency of mammography screening (ATHENA-M) study.

Br J Radiol. 2024 Jan 23;97(1153):98-112. doi: 10.1093/bjr/tqad023.

Invited Perspective: Risk of Bias Assessments, Target Trials, and the Strengths of Environmental Epidemiology.

Environ Health Perspect. 2023 Nov;131(11):111302. doi: 10.1289/EHP13824. Epub 2023 Nov 15.

Risk scores in anaesthesia: the future is hard to predict.

BJA Open. 2022 Aug 17;3:100027. doi: 10.1016/j.bjao.2022.100027. eCollection 2022 Sep.

Patterns of item nonresponse behaviour to survey questionnaires are systematic and associated with genetic loci.

Nat Hum Behav. 2023 Aug;7(8):1371-1387. doi: 10.1038/s41562-023-01632-7. Epub 2023 Jun 29.

Representativeness Is Not Representative: Addressing Major Inferential Threats in the UK Biobank and Other Big Data Repositories.

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Representativeness Is Not Representative: Addressing Major Inferential Threats in the UK Biobank and Other Big Data Repositories.

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