• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

利用医疗保险数据和经法律裁决的案件确定身体虐待老年人受害者的医疗保健利用模式:使用数据链接和机器学习的病例对照研究方案

Identifying patterns of health care utilisation among physical elder abuse victims using Medicare data and legally adjudicated cases: protocol for case-control study using data linkage and machine learning.

作者信息

Rosen Tony, Bao Yuhua, Zhang Yiye, Clark Sunday, Wen Katherine, Elman Alyssa, Jeng Philip, Bloemen Elizabeth, Lindberg Daniel, Krugman Richard, Campbell Jacquelyn, Bachman Ronet, Fulmer Terry, Pillemer Karl, Lachs Mark

机构信息

Department of Emergency Medicine, Weill Cornell Medicine/NewYork-Presbyterian Hospital, New York, New York, USA

Department of Health Policy & Research, Weill Cornell Medical College, New York, New York, USA.

出版信息

BMJ Open. 2021 Feb 5;11(2):e044768. doi: 10.1136/bmjopen-2020-044768.

DOI:10.1136/bmjopen-2020-044768
PMID:33550264
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7925867/
Abstract

INTRODUCTION

Physical elder abuse is common and has serious health consequences but is under-recognised and under-reported. As assessment by healthcare providers may represent the only contact outside family for many older adults, clinicians have a unique opportunity to identify suspected abuse and initiate intervention. Preliminary research suggests elder abuse victims may have different patterns of healthcare utilisation than other older adults, with increased rates of emergency department use, hospitalisation and nursing home placement. Little is known, however, about the patterns of this increased utilisation and associated costs. To help fill this gap, we describe here the protocol for a study exploring patterns of healthcare utilisation and associated costs for known physical elder abuse victims compared with non-victims.

METHODS AND ANALYSIS

We hypothesise that various aspects of healthcare utilisation are differentially affected by physical elder abuse victimisation, increasing ED/hospital utilisation and reducing outpatient/primary care utilisation. We will obtain Medicare claims data for a series of well-characterised, legally adjudicated cases of physical elder abuse to examine victims' healthcare utilisation before and after the date of abuse detection. We will also compare these physical elder abuse victims to a matched comparison group of non-victimised older adults using Medicare claims. We will use machine learning approaches to extend our ability to identify patterns suggestive of potential physical elder abuse exposure. Describing unique patterns and associated costs of healthcare utilisation among elder abuse victims may improve the ability of healthcare providers to identify and, ultimately, intervene and prevent victimisation.

ETHICS AND DISSEMINATION

This project has been reviewed and approved by the Weill Cornell Medicine Institutional Review Board, protocol #1807019417, with initial approval on 1 August 2018. We aim to disseminate our results in peer-reviewed journals at national and international conferences and among interested patient groups and the public.

摘要

引言

身体虐待老年人的情况很常见,会造成严重的健康后果,但却未得到充分认识和报告。由于医疗保健提供者的评估可能是许多老年人与家庭以外的唯一接触,临床医生有独特的机会识别疑似虐待行为并启动干预措施。初步研究表明,受虐待的老年人可能与其他老年人有不同的医疗保健利用模式,急诊部门就诊、住院和养老院安置率有所增加。然而,对于这种利用率增加的模式和相关成本知之甚少。为了填补这一空白,我们在此描述一项研究方案,该研究将探索已知身体虐待老年人受害者与非受害者相比的医疗保健利用模式及相关成本。

方法与分析

我们假设身体虐待老年人会对医疗保健利用的各个方面产生不同影响,增加急诊/医院利用率,降低门诊/初级保健利用率。我们将获取一系列特征明确、经法律裁决的身体虐待老年人案件的医疗保险理赔数据,以检查受害者在虐待行为被发现之前和之后的医疗保健利用情况。我们还将使用医疗保险理赔数据,将这些身体虐待老年人受害者与一组匹配的未受虐待的老年人对照组进行比较。我们将使用机器学习方法来扩展我们识别潜在身体虐待暴露迹象模式的能力。描述受虐待老年人受害者独特的医疗保健利用模式及相关成本,可能会提高医疗保健提供者识别并最终干预和预防虐待行为的能力。

伦理与传播

本项目已由威尔康奈尔医学院机构审查委员会审查并批准,方案编号为#1807019417,于2018年8月1日获得初步批准。我们旨在将研究结果发表在同行评审期刊上,并在国内和国际会议上以及向感兴趣的患者群体和公众进行传播。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1fe4/7925867/6826349304b5/bmjopen-2020-044768f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1fe4/7925867/6826349304b5/bmjopen-2020-044768f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1fe4/7925867/6826349304b5/bmjopen-2020-044768f01.jpg

相似文献

1
Identifying patterns of health care utilisation among physical elder abuse victims using Medicare data and legally adjudicated cases: protocol for case-control study using data linkage and machine learning.利用医疗保险数据和经法律裁决的案件确定身体虐待老年人受害者的医疗保健利用模式:使用数据链接和机器学习的病例对照研究方案
BMJ Open. 2021 Feb 5;11(2):e044768. doi: 10.1136/bmjopen-2020-044768.
2
Healthcare costs for legally adjudicated elder mistreatment victims in comparison to non-mistreated older adults.法律裁定的虐待老年人受害者与未受虐待的老年成年人的医疗保健费用比较。
J Am Geriatr Soc. 2024 Jan;72(1):236-245. doi: 10.1111/jgs.18712. Epub 2023 Dec 19.
3
Identifying Injury Patterns Associated With Physical Elder Abuse: Analysis of Legally Adjudicated Cases.识别与身体虐待老人相关的伤害模式:法律裁定案例分析。
Ann Emerg Med. 2020 Sep;76(3):266-276. doi: 10.1016/j.annemergmed.2020.03.020. Epub 2020 Jun 10.
4
Initial steps in addressing the challenges of elder mistreatment evaluation: Protocol for evaluating the Vulnerable Elder Protection Team.处理虐待老年人问题评估挑战的初步步骤:脆弱老年人保护团队评估方案。
BMJ Open. 2023 Oct 13;13(10):e071694. doi: 10.1136/bmjopen-2023-071694.
5
Emergency Department and Hospital Utilization Among Older Adults Before and After Identification of Elder Mistreatment.老年人虐待识别前后急诊和住院利用情况
JAMA Netw Open. 2023 Feb 1;6(2):e2255853. doi: 10.1001/jamanetworkopen.2022.55853.
6
Emergency Department Presentations for Injuries in Older Adults Independently Known to be Victims of Elder Abuse.已知为老年人虐待受害者的老年人因受伤而到急诊科就诊的情况。
J Emerg Med. 2016 Mar;50(3):518-26. doi: 10.1016/j.jemermed.2015.10.037. Epub 2016 Jan 22.
7
Elder mistreatment in a community dwelling population: the Malaysian Elder Mistreatment Project (MAESTRO) cohort study protocol.社区居住人群中的老年人虐待问题:马来西亚老年人虐待项目(MAESTRO)队列研究方案。
BMJ Open. 2016 May 25;6(5):e011057. doi: 10.1136/bmjopen-2016-011057.
8
Using big data analytics to improve HIV medical care utilisation in South Carolina: A study protocol.利用大数据分析提高南卡罗来纳州的 HIV 医疗服务利用率:一项研究方案。
BMJ Open. 2019 Jul 19;9(7):e027688. doi: 10.1136/bmjopen-2018-027688.
9
Responding to Elder Abuse in GERiAtric care (REAGERA) educational intervention for healthcare providers: a non-randomised stepped wedge trial.针对老年医学保健提供者的虐待老人问题(REAGERA)教育干预措施:一项非随机阶梯式楔形试验。
BMJ Open. 2022 May 4;12(5):e060314. doi: 10.1136/bmjopen-2021-060314.
10
A Novel Intervention to Identify and Report Suspected Abuse in Older, Primary Care Patients.一种识别和报告老年初级保健患者疑似虐待的新干预措施。
J Am Geriatr Soc. 2020 Aug;68(8):1748-1754. doi: 10.1111/jgs.16433. Epub 2020 Mar 30.

引用本文的文献

1
Healthcare costs for legally adjudicated elder mistreatment victims in comparison to non-mistreated older adults.法律裁定的虐待老年人受害者与未受虐待的老年成年人的医疗保健费用比较。
J Am Geriatr Soc. 2024 Jan;72(1):236-245. doi: 10.1111/jgs.18712. Epub 2023 Dec 19.
2
Emergency Department and Hospital Utilization Among Older Adults Before and After Identification of Elder Mistreatment.老年人虐待识别前后急诊和住院利用情况
JAMA Netw Open. 2023 Feb 1;6(2):e2255853. doi: 10.1001/jamanetworkopen.2022.55853.
3
Elder abuse and hospitalization in rural Malaysia.

本文引用的文献

1
Identifying and Initiating Intervention for Elder Abuse and Neglect in the Emergency Department.识别和启动急诊科的虐待和忽视老年人的干预措施。
Clin Geriatr Med. 2018 Aug;34(3):435-451. doi: 10.1016/j.cger.2018.04.007. Epub 2018 Jun 15.
2
Controlling confounding by frailty when estimating influenza vaccine effectiveness using predictors of dependency in activities of daily living.当使用日常生活活动依赖的预测因素来估计流感疫苗效果时,通过脆弱性控制混杂。
Pharmacoepidemiol Drug Saf. 2017 Dec;26(12):1500-1506. doi: 10.1002/pds.4298. Epub 2017 Aug 24.
3
Lifetime Cost of Abusive Head Trauma at Ages 0-4, USA.
马来西亚农村的虐待老人与住院情况。
PLoS One. 2022 Jun 24;17(6):e0270163. doi: 10.1371/journal.pone.0270163. eCollection 2022.
0-4 岁虐待性头部创伤的终身成本,美国。
Prev Sci. 2018 Aug;19(6):695-704. doi: 10.1007/s11121-017-0815-z.
4
Use of the Medicare database in epidemiologic and health services research: a valuable source of real-world evidence on the older and disabled populations in the US.医疗保险数据库在流行病学和卫生服务研究中的应用:美国老年人和残疾人群体真实世界证据的宝贵来源。
Clin Epidemiol. 2017 May 9;9:267-277. doi: 10.2147/CLEP.S105613. eCollection 2017.
5
Adherence to High-Intensity Statins Following a Myocardial Infarction Hospitalization Among Medicare Beneficiaries.医疗保险受益人群心肌梗死后高强度他汀类药物的依从性。
JAMA Cardiol. 2017 Aug 1;2(8):890-895. doi: 10.1001/jamacardio.2017.0911.
6
Septic shock prediction for ICU patients via coupled HMM walking on sequential contrast patterns.基于耦合隐马尔可夫模型在序列对比模式上的行走对重症监护病房患者进行脓毒症休克预测
J Biomed Inform. 2017 Feb;66:19-31. doi: 10.1016/j.jbi.2016.12.010. Epub 2016 Dec 21.
7
Imaging Findings in Elder Abuse: A Role for Radiologists in Detection.老年人虐待中的影像学表现:放射科医生在检测中的作用
Can Assoc Radiol J. 2017 Feb;68(1):16-20. doi: 10.1016/j.carj.2016.06.001. Epub 2016 Oct 13.
8
Prior opportunities to identify abuse in children with abusive head trauma.既往识别患有虐待性头部创伤儿童遭受虐待的机会。
Child Abuse Negl. 2016 Oct;60:36-45. doi: 10.1016/j.chiabu.2016.09.001. Epub 2016 Sep 25.
9
State of the science on prevention of elder abuse and lessons learned from child abuse and domestic violence prevention: Toward a conceptual framework for research.预防虐待老年人的科学现状以及从预防虐待儿童和家庭暴力中吸取的经验教训:构建一个研究概念框架
J Elder Abuse Negl. 2016 Aug-Dec;28(4-5):263-300. doi: 10.1080/08946566.2016.1240053. Epub 2016 Sep 27.
10
Risk Factors for Hospitalization of Home Hospice Enrollees Development and Validation of a Predictive Tool.居家临终关怀登记者住院的风险因素:一种预测工具的开发与验证
Am J Hosp Palliat Care. 2017 Nov;34(9):806-813. doi: 10.1177/1049909116659439. Epub 2016 Jul 22.