Risk factors for financial toxicity in health care.

IF 2.5 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES
Randall A Bloch, Louis L Nguyen
{"title":"Risk factors for financial toxicity in health care.","authors":"Randall A Bloch, Louis L Nguyen","doi":"10.37765/ajmc.2025.89757","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>Financial toxicity (FT) represents the impact of health care expenses on patients' financial well-being and access to care. Although existing literature has mostly looked at FT in the context of cancer and other medical conditions, we sought to identify risk factors for FT on a population-wide level.</p><p><strong>Study design: </strong>This was a cross-sectional study of the 2022 National Health Interview Survey (NHIS).</p><p><strong>Methods: </strong>Eight financial hardship questions were selected from the 2022 NHIS to represent FT. The unweighted sum of financial hardship questions to which a person responded \"yes\" was calculated as the FT score (FinTox), and risk factors for FinTox were analyzed using a negative binomial model.</p><p><strong>Results: </strong>There were 27,246 adults with a mean age of 52.96 years included for analysis, among whom 17.1% (n = 4659) responded \"yes\" to at least 1 FT question, of whom most had a FinTox of 1 or 2 (n = 3112; 66.8%). Increasing age (β = -0.616; P = .020), higher education (β = -1.08; P = .023), and higher income (β = -0.149; P < .001) were associated with lower FinTox, whereas involuntary unemployment (β = 0.920; P = .001), transient loss of health insurance (β = 1.075; P = .044), and high-deductible health plans (β = 0.519; P = .013) were associated with higher FinTox.</p><p><strong>Conclusions: </strong>Understanding risk factors for FT at a population level can help identify patients at risk for catastrophic financial effects or inadequate access to care.</p>","PeriodicalId":50808,"journal":{"name":"American Journal of Managed Care","volume":"31 Spec. No. 6","pages":"SP337-SP350"},"PeriodicalIF":2.5000,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"American Journal of Managed Care","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.37765/ajmc.2025.89757","RegionNum":4,"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

Objectives: Financial toxicity (FT) represents the impact of health care expenses on patients' financial well-being and access to care. Although existing literature has mostly looked at FT in the context of cancer and other medical conditions, we sought to identify risk factors for FT on a population-wide level.

Study design: This was a cross-sectional study of the 2022 National Health Interview Survey (NHIS).

Methods: Eight financial hardship questions were selected from the 2022 NHIS to represent FT. The unweighted sum of financial hardship questions to which a person responded "yes" was calculated as the FT score (FinTox), and risk factors for FinTox were analyzed using a negative binomial model.

Results: There were 27,246 adults with a mean age of 52.96 years included for analysis, among whom 17.1% (n = 4659) responded "yes" to at least 1 FT question, of whom most had a FinTox of 1 or 2 (n = 3112; 66.8%). Increasing age (β = -0.616; P = .020), higher education (β = -1.08; P = .023), and higher income (β = -0.149; P < .001) were associated with lower FinTox, whereas involuntary unemployment (β = 0.920; P = .001), transient loss of health insurance (β = 1.075; P = .044), and high-deductible health plans (β = 0.519; P = .013) were associated with higher FinTox.

Conclusions: Understanding risk factors for FT at a population level can help identify patients at risk for catastrophic financial effects or inadequate access to care.

卫生保健中财务毒性的风险因素。
目的:财务毒性(FT)代表医疗保健费用对患者的财务福利和获得护理的影响。尽管现有文献大多是在癌症和其他医疗条件的背景下研究FT,但我们试图在整个人群水平上确定FT的风险因素。研究设计:这是2022年全国健康访谈调查(NHIS)的横断面研究。方法:从2022年NHIS中选择8个经济困难问题来代表FT。对一个人回答“是”的经济困难问题的未加权和计算为FT得分(FinTox),并使用负二项模型分析FinTox的风险因素。结果:共有27246名平均年龄为52.96岁的成年人纳入分析,其中17.1% (n = 4659)对至少1个FT问题回答“是”,其中大多数人的FinTox值为1或2 (n = 3112;66.8%)。年龄增加(β = -0.616;P = 0.020),高等教育(β = -1.08;P = 0.023),收入越高(β = -0.149;结论:在人群水平上了解FT的危险因素可以帮助识别有灾难性财务影响或无法获得护理风险的患者。
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
American Journal of Managed Care
American Journal of Managed Care 医学-卫生保健
CiteScore
3.60
自引率
0.00%
发文量
177
审稿时长
4-8 weeks
期刊介绍: The American Journal of Managed Care is an independent, peer-reviewed publication dedicated to disseminating clinical information to managed care physicians, clinical decision makers, and other healthcare professionals. Its aim is to stimulate scientific communication in the ever-evolving field of managed care. The American Journal of Managed Care addresses a broad range of issues relevant to clinical decision making in a cost-constrained environment and examines the impact of clinical, management, and policy interventions and programs on healthcare and economic outcomes.
×
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