用情报方法探索生育率与地缘政治风险之间的联系:多方面的分析
Maria Tzitiridou-Chatzopoulou1, Georgia Zournatzidou2,3, Ioannis Tsakiridis4
1Midwifery Department, School of Healthcare Sciences, University of Western Macedonia, Koila, 50 100 Kozani, Greece.
Healthcare (Basel, Switzerland)
|November 27, 2024
概括
地缘政治不稳定对苏格兰的出生率产生了重大影响,影响了生孩子的决定. 机器学习模型有效地预测这些趋势,并纳入地缘政治风险因素.
科学领域:
- 人口统计学 人口统计学
- 公共卫生 公共卫生
- 政治科学 政治科学是指政治学.
背景情况:
- 分析苏格兰的出生率统计数据.
- 专注于地缘政治问题对出生率预测的影响.
研究的目的:
- 调查地缘政治风险如何影响出生率预测.
- 检查医疗保健服务中断对出生结果的影响.
主要方法:
- 利用机器学习算法和经典的统计程序.
- 纳入地缘政治风险指数作为预测因素.
主要成果:
- 机器学习模型在出生率预测方面表现出高准确度.
- 地缘政治风险被认为是影响出生率动态的重要因素.
结论:
- 机器学习回归模型在预测苏格兰出生时表现出有效性.
- 地缘政治不稳定在很大程度上影响了出生率和生育率.
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