Social Media- and Internet-Based Disease Surveillance for Public Health.

IF 21.4 1区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Allison E Aiello, Audrey Renson, Paul N Zivich
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引用次数: 140

Abstract

Disease surveillance systems are a cornerstone of public health tracking and prevention. This review addresses the use, promise, perils, and ethics of social media- and Internet-based data collection for public health surveillance. Our review highlights untapped opportunities for integrating digital surveillance in public health and current applications that could be improved through better integration, validation, and clarity on rules surrounding ethical considerations. Promising developments include hybrid systems that couple traditional surveillance data with data from search queries, social media posts, and crowdsourcing. In the future, it will be important to identify opportunities for public and private partnerships, train public health experts in data science, reduce biases related to digital data (gathered from Internet use, wearable devices, etc.), and address privacy. We are on the precipice of an unprecedented opportunity to track, predict, and prevent global disease burdens in the population using digital data.

基于社会媒体和互联网的公共卫生疾病监测。
疾病监测系统是公共卫生跟踪和预防的基石。本文综述了基于社交媒体和互联网的公共卫生监测数据收集的使用、前景、风险和伦理。我们的综述强调了在公共卫生和当前应用中整合数字监测的未开发机会,这些机会可以通过更好的整合、验证和明确围绕伦理考虑的规则来改进。有前景的发展包括将传统监控数据与搜索查询、社交媒体帖子和众包数据相结合的混合系统。未来,重要的是确定公私伙伴关系的机会,培训数据科学方面的公共卫生专家,减少与数字数据(从互联网使用、可穿戴设备等收集的数据)相关的偏见,并解决隐私问题。我们正处于利用数字数据跟踪、预测和预防全球人口疾病负担的前所未有的机会的边缘。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Annual Review of Public Health
Annual Review of Public Health 医学-公共卫生、环境卫生与职业卫生
CiteScore
26.60
自引率
1.40%
发文量
36
审稿时长
>12 weeks
期刊介绍: The Annual Review of Public Health has been a trusted publication in the field since its inception in 1980. It provides comprehensive coverage of important advancements in various areas of public health, such as epidemiology, biostatistics, environmental health, occupational health, social environment and behavior, health services, as well as public health practice and policy. In an effort to make the valuable research and information more accessible, the current volume has undergone a transformation. Previously, access to the articles was restricted, but now they are available to everyone through the Annual Reviews' Subscribe to Open program. This open access approach ensures that the knowledge and insights shared in these articles can reach a wider audience. Additionally, all the published articles are licensed under a CC BY license, allowing users to freely use, distribute, and build upon the content, while giving appropriate credit to the original authors.
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