Variability Versus Diversity in Variety

E. Montgomery
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Abstract

Making sense of the enormous variety of patient phenomena creates the epistemic conundrum. Is each and every patient taken as a unique entity, or is there an economical set of principles and facts from which each and every patient can be reconstructed? Empiric medicine favors the former, risking Solipsism of the Present Moment. Rationalist/allopathic medicine favors the latter but makes application of knowledge to the individual patient problematic. The conundrum cannot be resolved by simply taking the “average” of all patients or some other measure of central tendency. While it is possible to find the average weight of animals in Dundas, Ontario, it would have little meaning, except perhaps in exceptional circumstance. A central question in statistics is whether the mean (average) reflects the true nature of the phenomenon or does its range (variance)? Assuming the former is greatly enabling in medical decision-making and research but may be misleading.
变异vs多样性
理解各种各样的病人现象产生了认知难题。是把每一个病人都看作一个独特的实体,还是有一套经济的原则和事实可以用来重建每一个病人?经验医学倾向于前者,冒着当下唯我论的风险。理性主义/对抗疗法倾向于后者,但对个体患者的知识应用存在问题。这个难题不能通过简单地取所有患者的“平均值”或其他一些集中趋势的测量来解决。虽然有可能在安大略省登打斯找到动物的平均体重,但这几乎没有意义,除非在特殊情况下。统计学的一个核心问题是平均数(平均值)是否反映了现象的真实本质,还是它的范围(方差)?假设前者在医疗决策和研究方面大有帮助,但可能具有误导性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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