Data-driven shared decision-making: a paradigm shift

R. Fijten, L. Wee, A. Dekker, C. Roumen
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Abstract

At first sight, shared decision-making and data science seem like two vastly different fields. Yet, despite their differences, both fields could, if combined, reinforce clinical utility for both. Here we describe a new paradigm called data-driven shared decision-making (dSDM), an extension of the existing shared decision-making paradigm. In dSDM, data’s role and its interaction with the patient and doctor are made explicit. Furthermore, we describe the opportunities and challenges of combining data science and shared decision-making into this new paradigm. We believe that dSDM will bridge the gap between the need for patient empowerment and the need for more personalized medicine.
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数据驱动的共同决策:一种范式转变
乍一看,共享决策和数据科学似乎是两个截然不同的领域。然而,尽管它们存在差异,如果结合起来,这两个领域可以增强两者的临床效用。在这里,我们描述了一种称为数据驱动的共享决策(dSDM)的新范式,它是现有共享决策范式的扩展。在dSDM中,数据的角色及其与患者和医生的互动是明确的。此外,我们描述了将数据科学和共享决策结合到这个新范式中的机遇和挑战。我们相信,dSDM将弥合患者赋权需求与更个性化医疗需求之间的差距。
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