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Testing reciprocity in social interactions: A comparison between the directional consistency and skew-symmetry statistics

机译:测试社交互动中的互惠性:方向一致性和倾斜对称统计之间的比较

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摘要

In the present article, we focus on two indices that quantify directionality and skew-symmetrical patterns in social interactions as measures of social reciprocity: the directional consistency (DC) and skew-symmetry indices. Although both indices enable researchers to describe social groups, most studies require statistical inferential tests. The main aims of the present study are first, to propose an overall statistical technique for testing null hypotheses regarding social reciprocity in behavioral studies, using the DC and skew-symmetry statistics (Φ) at group level; and second, to compare both statistics in order to allow researchers to choose the optimal measure depending on the conditions. In order to allow researchers to make statistical decisions, statistical significance for both statistics has been estimated by means of a Monte Carlo simulation. Furthermore, this study will enable researchers to choose the optimal observational conditions for carrying out their research, since the power of the statistical tests has been estimated.
机译:在本文中,我们重点关注量化社会互动中的方向性和偏向对称模式作为社会互惠性度量的两个指标:方向一致性(DC)和偏向对称性指标。尽管这两个指标都使研究人员能够描述社会群体,但是大多数研究都需要统计推断检验。本研究的主要目的是:首先,提出一种整体统计技术,以在群体水平上使用DC和偏对称统计(Φ)来检验行为研究中关于社会互惠性的零假设。第二,比较两个统计数据,以便研究人员可以根据条件选择最佳度量。为了使研究人员能够做出统计决策,已通过蒙特卡洛模拟法估算了两种统计的统计显着性。此外,由于估计了统计检验的力量,这项研究将使研究人员能够选择最佳的观察条件进行研究。

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  • 来源
    《Behavior Research Methods》 |2008年第2期|626-634|共9页
  • 作者单位

    Departament de Metodologia de les Ciències del Comportament Facultat de Psicologia Universitat de Barcelona Passeig de la Vall d’Hebron 171 08035 Barcelona Spain;

    Departament de Metodologia de les Ciències del Comportament Facultat de Psicologia Universitat de Barcelona Passeig de la Vall d’Hebron 171 08035 Barcelona Spain;

    Departament de Metodologia de les Ciències del Comportament Facultat de Psicologia Universitat de Barcelona Passeig de la Vall d’Hebron 171 08035 Barcelona Spain;

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