年龄结构与文化传播之间的相互作用
Anne Kandler1, Laurel Fogarty1, Folgert Karsdorp2
1TICE lab, Department of Human Behavior, Ecology, and Culture, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany.
PLoS computational biology
|July 13, 2023
概括
人口年龄结构显著影响文化传播. 我们的模型显示,年龄限制会产生不同的文化构成,影响数据分析,需要新的推断方法来获得准确的见解.
科学领域:
- 进化人类学的进化人类学.
- 计算社会科学 计算社会科学
- 人口遗传学 人口遗传学
背景情况:
- 人类文化传播受到人口年龄结构的影响.
- 公正的文化传播模式往往忽视了与年龄有关的影响.
- 了解年龄结构的作用对于准确的文化数据分析至关重要.
研究的目的:
- 探索人口年龄结构如何在公正传播过程中塑造文化组成.
- 调查年龄结构和文化传播之间的相互作用,使用年龄限制的角色模型.
- 开发从文化数据中推断年龄结构和传播动态的方法.
主要方法:
- 开发一个年龄结构化的文化传播模型.
- 在年龄结构化与非年龄结构化人口中比较文化组成.
- 应用生成推理和机器学习技术.
主要成果:
- 年龄结构化和非年龄结构化人口在具有大副本池的公正传播下显示了类似的文化组成.
- 年龄限制导致文化构成的显著差异.
- 只有在已知没有年龄限制的情况下,中性测试的拒绝才表明有偏见的传播.
结论:
- 年龄结构及其与传播的相互作用对文化数据分析产生重大影响.
- 生成性推断可以同时推断年龄结构和传播特征.
- 在单个时间点的人口级数据对推断有固有的局限性.
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