The Impact of Provider Productivity on Suicide-Related Events Among Veterans.

IF 3.2 2区 医学 Q2 HEALTH CARE SCIENCES & SERVICES
Kiersten L Strombotne, Daniel Lipsey, Fernando Mattar, Kathleen Carey, Samantha G Auty, Brian W Stanley, Steven D Pizer
{"title":"The Impact of Provider Productivity on Suicide-Related Events Among Veterans.","authors":"Kiersten L Strombotne, Daniel Lipsey, Fernando Mattar, Kathleen Carey, Samantha G Auty, Brian W Stanley, Steven D Pizer","doi":"10.1111/1475-6773.70008","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>To examine the relationship between mental health provider productivity, staffing levels, and suicide-related events (SREs) among U.S. Veterans receiving care within the Veterans Health Administration (VHA), focusing on therapy and medication management providers.</p><p><strong>Data sources/setting: </strong>We analyzed administrative data from the Department of Defense and VHA (2014-2018), encompassing 109,376 Veterans who separated from active duty between 2010 and 2017.</p><p><strong>Design: </strong>A longitudinal design estimated the effects of facility-level provider work rate and staffing on SREs, adjusting for patient and facility characteristics. An instrumental variables (IV) approach addressed potential endogeneity.</p><p><strong>Data collection/extraction methods: </strong>Data were obtained from the VHA Corporate Data Warehouse and the VHA Survey of Enrollees.</p><p><strong>Principal findings: </strong>A 1% increase in therapy provider work rate led to a 12.1% increase in SRE probability, regardless of staffing levels. Conversely, a 1% increase in staffing levels led to a 1.6% reduction in SREs, with the largest effect in low-staffed facilities. For medication management providers, work rate had no overall impact on SREs, except in medium-staffed facilities. A 1% increase in staffing levels for medication management providers led to a 1.7% reduction in SREs.</p><p><strong>Conclusions: </strong>Increased work rates, particularly in low-staffed VHA facilities, may elevate suicide-related risks. In contrast, staffing increases simultaneously improve access and reduce adverse outcomes. Where possible, policymakers should prioritize staffing growth over productivity gains to improve access to mental health clinics and ensure Veteran safety and care quality.</p>","PeriodicalId":55065,"journal":{"name":"Health Services Research","volume":" ","pages":"e70008"},"PeriodicalIF":3.2000,"publicationDate":"2025-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Health Services Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1111/1475-6773.70008","RegionNum":2,"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

Objective: To examine the relationship between mental health provider productivity, staffing levels, and suicide-related events (SREs) among U.S. Veterans receiving care within the Veterans Health Administration (VHA), focusing on therapy and medication management providers.

Data sources/setting: We analyzed administrative data from the Department of Defense and VHA (2014-2018), encompassing 109,376 Veterans who separated from active duty between 2010 and 2017.

Design: A longitudinal design estimated the effects of facility-level provider work rate and staffing on SREs, adjusting for patient and facility characteristics. An instrumental variables (IV) approach addressed potential endogeneity.

Data collection/extraction methods: Data were obtained from the VHA Corporate Data Warehouse and the VHA Survey of Enrollees.

Principal findings: A 1% increase in therapy provider work rate led to a 12.1% increase in SRE probability, regardless of staffing levels. Conversely, a 1% increase in staffing levels led to a 1.6% reduction in SREs, with the largest effect in low-staffed facilities. For medication management providers, work rate had no overall impact on SREs, except in medium-staffed facilities. A 1% increase in staffing levels for medication management providers led to a 1.7% reduction in SREs.

Conclusions: Increased work rates, particularly in low-staffed VHA facilities, may elevate suicide-related risks. In contrast, staffing increases simultaneously improve access and reduce adverse outcomes. Where possible, policymakers should prioritize staffing growth over productivity gains to improve access to mental health clinics and ensure Veteran safety and care quality.

提供者生产力对退伍军人自杀相关事件的影响。
目的:探讨在退伍军人健康管理局(VHA)接受治疗的美国退伍军人中,心理健康提供者的工作效率、人员配备水平和自杀相关事件(SREs)之间的关系,重点是治疗和药物管理提供者。数据来源/设置:我们分析了国防部和VHA(2014-2018)的行政数据,其中包括2010年至2017年期间退出现役的109,376名退伍军人。设计:纵向设计评估了医疗机构工作效率和人员配置对SREs的影响,并根据患者和医疗机构的特点进行了调整。工具变量(IV)方法解决了潜在的内生性。数据收集/提取方法:数据来自VHA企业数据仓库和VHA参保人调查。主要发现:无论人员配备水平如何,治疗提供者工作率增加1%导致SRE概率增加12.1%。相反,人员配备水平每增加1%,SREs就会减少1.6%,对人员配备不足的设施影响最大。对于药物管理提供者来说,工作效率对SREs没有总体影响,除了中等人员配备的设施。药物管理提供者的人员配备水平每增加1%,SREs就会减少1.7%。结论:增加的工作率,特别是在人手不足的VHA设施,可能会增加自杀相关的风险。相比之下,人员配备的增加同时改善了可及性并减少了不良后果。在可能的情况下,决策者应优先考虑增加人员而不是提高生产力,以改善精神卫生诊所的服务,并确保退伍军人的安全和护理质量。
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 求助全文
来源期刊
Health Services Research
Health Services Research 医学-卫生保健
CiteScore
4.80
自引率
5.90%
发文量
193
审稿时长
4-8 weeks
期刊介绍: Health Services Research (HSR) is a peer-reviewed scholarly journal that provides researchers and public and private policymakers with the latest research findings, methods, and concepts related to the financing, organization, delivery, evaluation, and outcomes of health services. Rated as one of the top journals in the fields of health policy and services and health care administration, HSR publishes outstanding articles reporting the findings of original investigations that expand knowledge and understanding of the wide-ranging field of health care and that will help to improve the health of individuals and communities.
×
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:604180095
Book学术官方微信