What happens to rural hospitals during a ransomware attack? Evidence from Medicare data

IF 3.1 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Journal of Rural Health Pub Date : 2024-03-17 DOI:10.1111/jrh.12834
Hannah T. Neprash PhD, Claire C. McGlave MPH, Katie Rydberg MPH, Carrie Henning-Smith PhD, MPH, MSW
{"title":"What happens to rural hospitals during a ransomware attack? Evidence from Medicare data","authors":"Hannah T. Neprash PhD,&nbsp;Claire C. McGlave MPH,&nbsp;Katie Rydberg MPH,&nbsp;Carrie Henning-Smith PhD, MPH, MSW","doi":"10.1111/jrh.12834","DOIUrl":null,"url":null,"abstract":"<div>\n \n \n <section>\n \n <h3> Purpose</h3>\n \n <p>Hospitals are increasingly the target of cybersecurity threats, including ransomware attacks. Little is known about how ransomware attacks affect care at rural hospitals.</p>\n </section>\n \n <section>\n \n <h3> Methods</h3>\n \n <p>We used data on hospital ransomware attacks from the Tracking Healthcare Ransomware Events and Traits database, linked to American Hospital Association survey data and Medicare fee-for-service (FFS) claims data from 2016 to 2021. We measured Medicare FFS volume and revenue in the inpatient, outpatient, and emergency room setting—at the hospital-week level. We then conducted a stacked event study analysis, comparing hospital volume and revenue at ransomware-attacked and nonattacked hospitals before and after attacks.</p>\n </section>\n \n <section>\n \n <h3> Findings</h3>\n \n <p>Ransomware attacks severely disrupted hospital operations—with comparable effects observed at rural versus urban hospitals. During the first week of the attack, inpatient admissions volume fell by 14.7% at rural hospitals (<i>P</i> = .04) and 16.9% at urban hospitals (<i>P</i> = .01)—recovering to preattack levels within 2-3 weeks. Outpatient visits fell by 35.3% at rural hospitals (<i>P</i>&lt;.01) and 22.0% at urban hospitals (<i>P</i> = .03) during the first week. Emergency room visits fell by 10.0% at rural hospitals (<i>P</i> = .04) and 19.3% at urban hospitals (<i>P</i> = .01). Travel time and distance to the closest nonattacked hospital was 4-7 times greater for rural ransomware-attacked hospitals than for urban ransomware-attacked hospitals.</p>\n </section>\n \n <section>\n \n <h3> Conclusions</h3>\n \n <p>Ransomware attacks disrupted hospital operations in rural and urban areas. Disruptions of similar magnitudes may be more detrimental in rural areas, given the greater distances patients must travel to receive care and the outsized impact that lost revenue may have on rural hospital finances.</p>\n </section>\n </div>","PeriodicalId":50060,"journal":{"name":"Journal of Rural Health","volume":null,"pages":null},"PeriodicalIF":3.1000,"publicationDate":"2024-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Rural Health","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/jrh.12834","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose

Hospitals are increasingly the target of cybersecurity threats, including ransomware attacks. Little is known about how ransomware attacks affect care at rural hospitals.

Methods

We used data on hospital ransomware attacks from the Tracking Healthcare Ransomware Events and Traits database, linked to American Hospital Association survey data and Medicare fee-for-service (FFS) claims data from 2016 to 2021. We measured Medicare FFS volume and revenue in the inpatient, outpatient, and emergency room setting—at the hospital-week level. We then conducted a stacked event study analysis, comparing hospital volume and revenue at ransomware-attacked and nonattacked hospitals before and after attacks.

Findings

Ransomware attacks severely disrupted hospital operations—with comparable effects observed at rural versus urban hospitals. During the first week of the attack, inpatient admissions volume fell by 14.7% at rural hospitals (P = .04) and 16.9% at urban hospitals (P = .01)—recovering to preattack levels within 2-3 weeks. Outpatient visits fell by 35.3% at rural hospitals (P<.01) and 22.0% at urban hospitals (P = .03) during the first week. Emergency room visits fell by 10.0% at rural hospitals (P = .04) and 19.3% at urban hospitals (P = .01). Travel time and distance to the closest nonattacked hospital was 4-7 times greater for rural ransomware-attacked hospitals than for urban ransomware-attacked hospitals.

Conclusions

Ransomware attacks disrupted hospital operations in rural and urban areas. Disruptions of similar magnitudes may be more detrimental in rural areas, given the greater distances patients must travel to receive care and the outsized impact that lost revenue may have on rural hospital finances.

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
在勒索软件攻击期间,乡村医院会发生什么?医疗保险数据提供的证据。
目的:医院越来越多地成为网络安全威胁(包括勒索软件攻击)的目标。人们对勒索软件攻击如何影响乡村医院的医疗服务知之甚少:我们使用了 "追踪医疗保健勒索软件事件和特征 "数据库中有关医院勒索软件攻击的数据,这些数据与美国医院协会的调查数据以及 2016 年至 2021 年的医疗保险付费服务 (FFS) 索赔数据相关联。我们以医院周为单位,测量了住院、门诊和急诊室的医疗保险 FFS 数量和收入。然后,我们进行了叠加事件研究分析,比较了受到勒索软件攻击的医院和未受到攻击的医院在攻击前后的住院量和收入:勒索软件攻击严重扰乱了医院的运营--在农村医院和城市医院观察到的影响相当。在攻击发生的第一周,农村医院的住院病人数量下降了 14.7%(P = .04),城市医院下降了 16.9%(P = .01)--在 2-3 周内恢复到攻击前的水平。农村医院的门诊量下降了 35.3%(PConclusions:勒索软件攻击扰乱了农村和城市地区的医院运营。考虑到患者必须长途跋涉才能获得治疗,以及收入损失可能对农村医院财务造成的巨大影响,类似程度的破坏对农村地区的危害可能更大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Journal of Rural Health
Journal of Rural Health 医学-公共卫生、环境卫生与职业卫生
CiteScore
7.60
自引率
6.10%
发文量
86
审稿时长
>12 weeks
期刊介绍: The Journal of Rural Health, a quarterly journal published by the NRHA, offers a variety of original research relevant and important to rural health. Some examples include evaluations, case studies, and analyses related to health status and behavior, as well as to health work force, policy and access issues. Quantitative, qualitative and mixed methods studies are welcome. Highest priority is given to manuscripts that reflect scholarly quality, demonstrate methodological rigor, and emphasize practical implications. The journal also publishes articles with an international rural health perspective, commentaries, book reviews and letters.
期刊最新文献
Clinical outcomes and profitability following rural hospital mergers and acquisitions. Community responses and adaptations following the closure of a rural pharmacy and primary care facility. Weight status underestimation and weight management goals among adults in the rural South of the United States. Social needs and health outcomes in two rural Veteran populations. Association between obesogenic environments and childhood overweight/obesity across the United States: Differences by rurality.
×
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