流行病学中的大数据:勇敢的新世界?

Journal of dental research Pub Date : 2024-10-01 Epub Date: 2024-10-02 DOI:10.1177/00220345241272034
R A Jordan, R K Celeste, E Bernabe, F Schwendicke
{"title":"流行病学中的大数据:勇敢的新世界?","authors":"R A Jordan, R K Celeste, E Bernabe, F Schwendicke","doi":"10.1177/00220345241272034","DOIUrl":null,"url":null,"abstract":"<p><p>Epidemiology is experiencing a significant shift toward the utilization of big data for health monitoring and decision-making. This article discusses the recent example of the World Health Organization (WHO) global oral health status report and regional summaries, which faced criticisms due to its reliance on big data from the Global Burden of Disease (GBD) study. We address the arguments for and against the use of big data in epidemiology and provide an assessment of the value and limitations of big data epidemiology. Moreover, we provide recommendations as to how the oral health community should reconcile traditional epidemiologic approaches with big data and advanced data analytics. This Perspective article highlights the challenges of the current epidemiologic landscape, the potential of big data, and the need for a balanced approach to data utilization in epidemiology.</p>","PeriodicalId":94075,"journal":{"name":"Journal of dental research","volume":" ","pages":"1047-1050"},"PeriodicalIF":0.0000,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Big Data in Epidemiology: Brave New World?\",\"authors\":\"R A Jordan, R K Celeste, E Bernabe, F Schwendicke\",\"doi\":\"10.1177/00220345241272034\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Epidemiology is experiencing a significant shift toward the utilization of big data for health monitoring and decision-making. This article discusses the recent example of the World Health Organization (WHO) global oral health status report and regional summaries, which faced criticisms due to its reliance on big data from the Global Burden of Disease (GBD) study. We address the arguments for and against the use of big data in epidemiology and provide an assessment of the value and limitations of big data epidemiology. Moreover, we provide recommendations as to how the oral health community should reconcile traditional epidemiologic approaches with big data and advanced data analytics. This Perspective article highlights the challenges of the current epidemiologic landscape, the potential of big data, and the need for a balanced approach to data utilization in epidemiology.</p>\",\"PeriodicalId\":94075,\"journal\":{\"name\":\"Journal of dental research\",\"volume\":\" \",\"pages\":\"1047-1050\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of dental research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1177/00220345241272034\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/10/2 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of dental research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/00220345241272034","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/10/2 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

流行病学正在经历向利用大数据进行健康监测和决策的重大转变。本文讨论了世界卫生组织(WHO)最近发布的全球口腔健康状况报告和区域摘要,该报告由于依赖全球疾病负担(GBD)研究的大数据而受到批评。我们讨论了支持和反对在流行病学中使用大数据的论点,并对大数据流行病学的价值和局限性进行了评估。此外,我们还就口腔健康界应如何协调传统流行病学方法与大数据和高级数据分析提出了建议。这篇 "视角 "文章强调了当前流行病学面临的挑战、大数据的潜力以及在流行病学中平衡利用数据的必要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Big Data in Epidemiology: Brave New World?

Epidemiology is experiencing a significant shift toward the utilization of big data for health monitoring and decision-making. This article discusses the recent example of the World Health Organization (WHO) global oral health status report and regional summaries, which faced criticisms due to its reliance on big data from the Global Burden of Disease (GBD) study. We address the arguments for and against the use of big data in epidemiology and provide an assessment of the value and limitations of big data epidemiology. Moreover, we provide recommendations as to how the oral health community should reconcile traditional epidemiologic approaches with big data and advanced data analytics. This Perspective article highlights the challenges of the current epidemiologic landscape, the potential of big data, and the need for a balanced approach to data utilization in epidemiology.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
KDM6B-Mediated HADHA Demethylation/Lactylation Regulates Cementogenesis. System Dynamics Modeling of Caries Severity States in Long-Term Care. Terahertz Imaging Detects Oral Cariogenic Microbial Domains Characteristics. Explainable Deep Learning Approaches for Risk Screening of Periodontitis. Geo-Net: Geometry-Guided Pretraining for Tooth Point Cloud Segmentation.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1