石意识的全球趋势:从2004年到2023年的时间序列分析
Noppawit Aiumtrakul1, Charat Thongprayoon2, Supawadee Suppadungsuk2,3
1Department of Medicine, John A. Burns School of Medicine, University of Hawaii, Honolulu, HI 96813, USA.
Clinics and practice
|May 28, 2024
概括
在全球范围内,公众对结石的兴趣仍然很高,搜索趋势显示持续的参与和广泛的区域意识. 这表明,结石健康挑战在全球范围内具有一致的相关性.
科学领域:
- 腎臟病學 (nephrology) 是一種醫學專業.
- 公共卫生 公共卫生
- 数据科学数据科学数据科学
背景情况:
- 结石的流行和发病率在全球范围内不断增加.
- 关于结石的公众意识尚未得到充分理解.
- 了解意识趋势有助于卫生干预计划.
研究的目的:
- 为了调查全球在线搜索对"结石"的兴趣.
- 分析静止性,并预测结石搜索的未来趋势.
- 通过谷歌趋势数据评估公众意识.
主要方法:
- 对谷歌月度搜索数据 (2004年1月 - 2023年11月) 的时间序列分析.
- 增强的迪基-富勒 (ADF) 测试数据静止性 (p < 0.05).
- 自行回归集成移动平均 (ARIMA) 用于未来趋势预测.
主要成果:
- 搜索兴趣在2022年8月达到峰值 (得分为100),持续高兴趣 (2023年11月为92).
- ADF测试证实了数据的静止性 (p = 0.023).
- 预测预计公众的兴趣仍然很高,伊朗,菲律宾,厄瓜多尔,美国和尼泊尔的兴趣很大.
结论:
- "结石"仍然是一个始终相关的全球健康问题.
- 持续的搜索趋势和不同的区域兴趣突出了对研究和教育的需求.
- 分析为医疗保健政策和结石病研究提供了见解.
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