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Role of big data in reducing the bias of a cohort study

Role of big data in reducing the bias of a cohort study
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摘要 Validity in research is referred to the closeness of the observed results to the truth or the degree to which an inference drawn from a study.1 Guarantee and pursuit of validity is always a challenge through the whole course of a research.What blocks research to reach validity?-Bias.Generally speaking,the more complicate the study is,the larger the bias and the lower the validity are.The cohort study,especially for a prospective cohort study,is a kind of epidemiological study which can provide strong evidences for medical practices and policy-making. Validity in research is referred to the closeness of the observed results to the truth or the degree to which an inference drawn from a study.1 Guarantee and pursuit of validity is always a challenge through the whole course of a research.What blocks research to reach validity?-Bias.Generally speaking,the more complicate the study is,the larger the bias and the lower the validity are.The cohort study,especially for a prospective cohort study,is a kind of epidemiological study which can provide strong evidences for medical practices and policy-making.
出处 《Chinese Medical Journal》 SCIE CAS CSCD 2014年第22期3842-3844,共3页 中华医学杂志(英文版)
基金 This work was supported by grants from National Natural Science Foundation (No. 81372958) and 973 Program (No. 2012CB316501).
关键词 big data BIAS prospective cohort big data bias prospective cohort
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参考文献5

  • 1Zhang Siyan. Epidemiology. Beijing: People's Medical Publishing House, 2012, 144.
  • 2Beaglehole R, Bonita R, Kjellstram T. Basic epidemiology. World Health Organization, 2006: 46-48.
  • 3Maria Kirwan. Epidemiology for Practitioners. Public Health Action Support Team. (Accessed at http://www.healthknowledge. org. uk/e_learning/ep idemiology/practitioners/chance-b ias- confoundin).
  • 4Topoi E. The creative destruction of medicine: how the digital revolution will create better health care. New York: Basic Books, 2011.
  • 5Honan M. Kill the password: why a string of characters can't protect us anymore. Wired.com. (Accessed at http.'//www. wired.com/2 012/l l /ff-mat-honan-password-hacker/all/).

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