采样复杂的社会和行为现象
Henrik Olsson1,2, Mirta Galesic1,2
1Complexity Science Hub, Vienna, Austria.
The Behavioral and brain sciences
|February 4, 2024
概括
之前的文献对整合性实验设计有限制. 社会现象适应,使理论和建模复杂化,并且测量错误而不需要复制是具有挑战性的.
科学领域:
- 综合性的实验设计.
- 社会和行为科学方法论方法论.
背景情况:
- 仅仅依赖于先前的文献可能会限制综合性实验设计的范围.
- 社会和行为现象的动态性质对理论框架和建模提出了独特的挑战.
研究的目的:
- 突出现有文献在定义整合性实验的设计空间方面的局限性.
- 讨论适应性社会现象对实验设计中的理论和建模的影响.
- 为了解决在不复制的情况下量化测量错误和偏差的困难.
主要方法:
- 对于实验设计的先前文献中的局限性的概念分析.
- 讨论社会和行为系统的适应性特征.
- 检查测量挑战,包括随机错误和与实验室相关的偏见.
主要成果:
- 以前的文献可能无法充分捕捉复杂的整合性实验的全部设计空间.
- 适应现象需要灵活的理论方法和动态模型.
- 准确的错误和偏差评估在没有复制的情况下是很困难的,这会影响测量的有效性.
结论:
- 综合性实验设计需要超越静态文献评论.
- 理论和建模必须考虑社会和行为系统的适应性.
- 需要进行方法学的进步,以解决不可复制的设置中的测量误差和偏差.
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