短名单效应:嵌套性贡献作为解释文化成功的工具
Olivier Morin1,2, Oleg Sobchuk1
1Minds and Traditions Research Group, Max Planck Institute for the Science of Human History. 10, Kahlaische strasse, 07745 Jena, Germany.
Evolutionary human sciences
|August 17, 2023
概括
我们开发了一种新的方法来确定为什么电影等文化产品会成功. 我们的方法量化了多少成功是由于内在的吸引力与其他因素相比,使用电影集中的"列表效应".
科学领域:
- 文化分析 文化分析
- 网络科学 网络科学
- 文化社会学 文化社会学
背景情况:
- 了解文化产品 (如书籍,电影) 成功的驱动因素是复杂的.
- 关键力量包括随机漂移,上下文偏差选择和基于内容的选择 (内在的吸引力).
- 现有的方法很难将这些因素分开,特别是以内容为偏见的选择.
研究的目的:
- 开发和验证一种工具,用于分析文化收藏品中内容偏见的选择.
- 为了研究"选秀效应",较小的收藏对吸引人的项目更有选择性.
- 量化内在吸引力对文化产品成功的贡献.
主要方法:
- 在文化收藏集 (例如电影图书馆) 中使用"选项清单效应".
- 采用一个模型,将内容偏差选择与收集结构中的嵌套性增加联系起来.
- 在28个电影收集数据集中实证测试了入围名单效应和内容偏差选择.
主要成果:
- 经验证据证实了电影收藏中短名单效应的存在.
- 发现以内容为偏见的选择与当短名单效应存在时更大的嵌套性有关.
- 证明嵌套性贡献可以估计电影的成功归因于其内在属性.
结论:
- 提出的方法有效地识别了内容偏见的选择,并量化了文化产品成功中的内在吸引力的作用.
- 这种方法可以区分由于固有的质量而不是外部因素而导致的项目.
- 适用于各种数据集,以区分"成功"和"隐藏的宝石"或"偶然的成功".
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