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Epidemiology, public health, and the rhetoric of false positives.

机译:流行病学,公共卫生和误报的言论。

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BACKGROUND: As an observational science, epidemiology is regarded by some researchers as inherently flawed and open to false results. In a recent paper, Boffetta et al. [Boffetta P, McLaughlin JK, LaVecchia C, Tarone RE, Lipworth L, Blot WJ. False-positive results in cancer epidemiology: a plea for epistemological modesty. J Natl Cancer Inst 100:988-995 (2008)] argued that epidemiology is particularly prone to the generation of false-positive results. They also said "the tendency to emphasize and over-interpret what appear to be new findings is commonplace, perhaps in part because of a belief that the findings provide information that may ultimately improve public health" and that this tendency to hype new findings increases the likelihood of downplaying inconsistencies within the data or any lack of concordance with other sources of evidence." The authors supported these serious charges against epidemiology and epidemiologists with few examples. Although we acknowledge that false positives do occur, we view the position of Boffetta and colleagues on false positives as unbalanced and potentially harmful to public health. OBJECTIVE: We aim to provide a more balanced evaluation of epidemiology and its contribution to public health discourse. DISCUSSION: Boffetta and colleagues ignore the fact that false negatives may arise from the very processes that they tout as generating false-positive results. We further disagree with their proposition that false-positive results from a single study will lead to faulty decision making in matters of public health importance. In practice, such public health evaluations are based on all the data available from all relevant disciplines and never to our knowledge on a single study. CONCLUSIONS: The lack of balance by Boffetta and colleagues in their evaluation of the impact of false-positive findings on epidemiology, the charge that "methodological vigilance is often absent" in epidemiologists' interpretation of their own results, and the false characterization of how epidemiologic findings are used in societal decision making all undermine a major source of information regarding disease risks. We reaffirm the importance of epidemiologic evidence as a critical component of the foundation of public health protection.
机译:背景:作为一门观察科学,流行病学被一些研究人员认为是天生的缺陷并且容易产生错误的结果。在最近的一篇论文中,Boffetta等人。 [Boffetta P,McLaughlin JK,LaVecchia C,Tarone RE,Lipworth L,Blot WJ。癌症流行病学中的假阳性结果:认识论谦虚的呼吁。 J Natl Cancer Inst 100:988-995(2008)]认为流行病学特别容易产生假阳性结果。他们还说:“强调和过度解释看似新发现的趋势是司空见惯的,也许部分是因为认为这些发现提供了可能最终改善公共卫生的信息”,并且这种对新发现进行大肆宣传的趋势增加了可能会淡化数据中的不一致之处或与其他证据来源不一致的情况。”作者以很少的例子支持了对流行病学和流行病学家的严重指控。尽管我们承认确实存在假阳性,但我们认为Boffetta和同事的立场目的:我们旨在对流行病学及其对公共卫生话语的贡献进行更平衡的评估讨论:Boffetta和同事们忽略了以下事实:误报可能来自于他们吹捧产生假阳性结果。我们进一步不同意他们的建议认为一项研究的假阳性结果会导致对公共卫生重要性事项的错误决策。实际上,这样的公共卫生评估是基于所有相关学科的所有数据,而不是单项研究所知。结论:Boffetta及其同事在评估假阳性结果对流行病学的影响时缺乏平衡,在流行病学家对自己的结果的解释中常常缺乏“方法上的警惕性”,以及对流行病学方法的错误描述。这些发现被用于社会决策中,从而破坏了有关疾病风险的主要信息来源。我们重申流行病学证据作为公共卫生保护基础的重要组成部分的重要性。

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