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Reliability of an fMRI paradigm for emotional processing in a multisite longitudinal study: Clarification and implications for statistical power

机译:fMRI范例在多站点纵向研究中进行情感处理的可靠性:澄清及其对统计功效的影响

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摘要

This is a letter to the editor clarifying the meaning of the generalizability-theory based coefficients reported in our multisite reliability study of fMRI measures of regional brain activation during an emotion processing task (;36:2558–2579). While the original paper reported generalizability and dependability coefficients based on the design of our traveling subjects study (in which each subject was scanned twice at each of eight sites), those coefficients are of limited applicability outside of the reliability study context. In this letter, we report generalizability and dependability coefficients that represent the reliability one can expect for a multisite study in which a given subject is scanned once on a scanner drawn randomly from the pool of available scanners (i.e., analogous to the more typical multisite study design). We also characterize the implications of a multisite versus single-site study design for statistical power, including a figure that shows sample size requirements to detect activation in two key nodes of the emotion processing circuitry given observed differences in reliability of measurement between single-site and multisite designs.
机译:这是写给编辑的一封信,阐明了我们在情绪处理任务期间对区域脑部激活的功能磁共振成像测量的多点可靠性研究中对基于通用性理论的系数的意义(; 36:2558-2579)。虽然原始论文根据我们旅行主题研究的设计报告了可推广性和可靠性系数(其中每个主题在八个站点中被扫描两次),但这些系数在可靠性研究范围之外的适用性有限。在这封信中,我们报告了可概括性和可靠性系数,这些系数表示人们可以预期的多站点研究的可靠性,在该研究中,使用从可用扫描仪池中随机抽取的扫描仪对给定的主题进行一次扫描(即类似于更典型的多站点研究)设计)。我们还描述了多站点与单站点研究设计对统计能力的影响,其中包括一个图,该图显示了样本大小要求,以在观察到的单站点与可靠性之间的测量可靠性差异的情况下,检测情感处理电路的两个关键节点中的激活。多站点设计。

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