灾害医疗保健和弹性:社会网络数据分析应用的系统回顾。

IF 1.9 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Hamidreza Rasouli Panah, Samaneh Madanian, Jian Yu
{"title":"灾害医疗保健和弹性:社会网络数据分析应用的系统回顾。","authors":"Hamidreza Rasouli Panah, Samaneh Madanian, Jian Yu","doi":"10.1017/dmp.2024.294","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>This systematic literature review explores the applications of social network platforms for disaster health care management and resiliency and investigates their potential to enhance decision-making and policy formulation for public health authorities during such events.</p><p><strong>Methods: </strong>A comprehensive search across academic databases yielded 90 relevant studies. Utilizing qualitative and thematic analysis, the study identified the primary applications of social network data analytics during disasters, organizing them into 5 key themes: communication, information extraction, disaster Management, Situational Awareness, and Location Identification.</p><p><strong>Results: </strong>The findings highlight the potential of social networks as an additional tool to enhance decision-making and policymaking for public health authorities in disaster settings, providing a foundation for further research and innovative approaches in this field.</p><p><strong>Conclusions: </strong>However, analyzing social network data has significant challenges due to the massive volume of information generated and the prevalence of misinformation. Moreover, it is important to point out that social network users do not represent individuals without access to technology, such as some elderly populations. Therefore, relying solely on social network data analytics is insufficient for effective disaster health care management. To ensure efficient disaster management and control, it is necessary to explore alternative sources of information and consider a comprehensive approach.</p>","PeriodicalId":54390,"journal":{"name":"Disaster Medicine and Public Health Preparedness","volume":"18 ","pages":"e334"},"PeriodicalIF":1.9000,"publicationDate":"2025-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Disaster Health Care and Resiliency: A Systematic Review of the Application of Social Network Data Analytics.\",\"authors\":\"Hamidreza Rasouli Panah, Samaneh Madanian, Jian Yu\",\"doi\":\"10.1017/dmp.2024.294\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objectives: </strong>This systematic literature review explores the applications of social network platforms for disaster health care management and resiliency and investigates their potential to enhance decision-making and policy formulation for public health authorities during such events.</p><p><strong>Methods: </strong>A comprehensive search across academic databases yielded 90 relevant studies. Utilizing qualitative and thematic analysis, the study identified the primary applications of social network data analytics during disasters, organizing them into 5 key themes: communication, information extraction, disaster Management, Situational Awareness, and Location Identification.</p><p><strong>Results: </strong>The findings highlight the potential of social networks as an additional tool to enhance decision-making and policymaking for public health authorities in disaster settings, providing a foundation for further research and innovative approaches in this field.</p><p><strong>Conclusions: </strong>However, analyzing social network data has significant challenges due to the massive volume of information generated and the prevalence of misinformation. Moreover, it is important to point out that social network users do not represent individuals without access to technology, such as some elderly populations. Therefore, relying solely on social network data analytics is insufficient for effective disaster health care management. To ensure efficient disaster management and control, it is necessary to explore alternative sources of information and consider a comprehensive approach.</p>\",\"PeriodicalId\":54390,\"journal\":{\"name\":\"Disaster Medicine and Public Health Preparedness\",\"volume\":\"18 \",\"pages\":\"e334\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2025-01-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Disaster Medicine and Public Health Preparedness\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1017/dmp.2024.294\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Disaster Medicine and Public Health Preparedness","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1017/dmp.2024.294","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0

摘要

目的:本系统文献综述探讨了社交网络平台在灾害卫生保健管理和恢复中的应用,并调查了它们在此类事件中加强公共卫生当局决策和政策制定的潜力。方法:在学术数据库中进行全面检索,获得90项相关研究。利用定性和专题分析,该研究确定了灾害期间社交网络数据分析的主要应用,并将其分为5个关键主题:通信、信息提取、灾害管理、态势感知和位置识别。结果:研究结果突出了社会网络作为灾害环境下公共卫生当局加强决策和政策制定的额外工具的潜力,为该领域的进一步研究和创新方法提供了基础。结论:然而,由于产生的大量信息和错误信息的普遍存在,分析社交网络数据具有重大挑战。此外,重要的是要指出,社交网络用户并不代表没有接触到技术的个人,比如一些老年人。因此,仅仅依靠社交网络数据分析是不足以进行有效的灾害医疗管理的。为了确保有效的灾害管理和控制,必须探索其他资料来源,并考虑采取综合办法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Disaster Health Care and Resiliency: A Systematic Review of the Application of Social Network Data Analytics.

Objectives: This systematic literature review explores the applications of social network platforms for disaster health care management and resiliency and investigates their potential to enhance decision-making and policy formulation for public health authorities during such events.

Methods: A comprehensive search across academic databases yielded 90 relevant studies. Utilizing qualitative and thematic analysis, the study identified the primary applications of social network data analytics during disasters, organizing them into 5 key themes: communication, information extraction, disaster Management, Situational Awareness, and Location Identification.

Results: The findings highlight the potential of social networks as an additional tool to enhance decision-making and policymaking for public health authorities in disaster settings, providing a foundation for further research and innovative approaches in this field.

Conclusions: However, analyzing social network data has significant challenges due to the massive volume of information generated and the prevalence of misinformation. Moreover, it is important to point out that social network users do not represent individuals without access to technology, such as some elderly populations. Therefore, relying solely on social network data analytics is insufficient for effective disaster health care management. To ensure efficient disaster management and control, it is necessary to explore alternative sources of information and consider a comprehensive approach.

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
Disaster Medicine and Public Health Preparedness
Disaster Medicine and Public Health Preparedness PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH-
CiteScore
4.40
自引率
7.40%
发文量
258
审稿时长
6-12 weeks
期刊介绍: Disaster Medicine and Public Health Preparedness is the first comprehensive and authoritative journal emphasizing public health preparedness and disaster response for all health care and public health professionals globally. The journal seeks to translate science into practice and integrate medical and public health perspectives. With the events of September 11, the subsequent anthrax attacks, the tsunami in Indonesia, hurricane Katrina, SARS and the H1N1 Influenza Pandemic, all health care and public health professionals must be prepared to respond to emergency situations. In support of these pressing public health needs, Disaster Medicine and Public Health Preparedness is committed to the medical and public health communities who are the stewards of the health and security of citizens worldwide.
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信