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A new metric for assessing group level participation in fluid teams

机译:评估团队级别参与流畅团队的新指标

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Equality of participation is an important factor in the success of multidisciplinary science teams. The typical measure, standard deviation, fails to provide unbiased estimates across groups of different sizes or within groups that change size over time. We propose a new metric of participation equality that takes into account real-world teams that have members come and go naturally over the course of a meeting. This new metric ranges from zero (entirely equal participation) to one (entirely dominated by a single person). This metric is at the group level and for whatever period of time the researcher specifies. Using 11 hours of transcribed utterances from informal, fluid, co-located meetings during the Mars Exploration Rover (MER) mission, we computed this metric for 549 blocks of time. We found that this metric had good convergent validity via having strong positive correlations with both a standard deviation metric of words spoken and participation equality as assessed by two independent coders. It also had good discriminant validity by being uncorrelated with positive and negative affect words, including anxiety and sadness words. Furthermore, when only fluid groups were examined, it maintained a strong correlation with coder-assessed participation. Future research can take advantage of this metric in other settings where team membership is fluid and equality of participation is of interest.
机译:参与平等是多学科科学团队成功的重要因素。典型的度量标准偏差无法在不同大小的组之间或随时间变化大小的组中提供无偏估计。我们提出了一种新的参与平等度量标准,该标准考虑了在会议过程中成员自然来去的现实世界中的团队。这项新指标的范围从零(完全平等参与)到一个(完全由一个人主导)。该指标是在小组级别以及研究人员指定的任何时间段。在火星探索漫游者(MER)任务期间,使用来自非正式,流畅且位于同一地点的会议的11个小时的转录语音,我们计算了549个时间段的该指标。我们发现,该指标通过与两个独立编码人员评估的口语单词标准差指标和参与平等性之间具有很强的正相关性,因此具有良好的收敛性。由于它与包括焦虑和悲伤的单词在内的正面和负面影响词无关,因此具有良好的判别效度。此外,当仅检查体液组时,它与编码员评估的参与度保持强相关性。未来的研究可以在团队成员多变且参与平等的其他环境中利用此指标。

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