Long COVID and financial hardship: A disaggregated analysis at income and education levels.

IF 3.1 2区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Health Services Research Pub Date : 2024-12-02 DOI:10.1111/1475-6773.14413
Biplab Kumar Datta, Ishtiaque Fazlul, M Mahmud Khan
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引用次数: 0

Abstract

Objectives: To examine how long COVID is associated with financial hardship (food insecurity, inability to pay bills, or threat of losing service) across income and education levels, and to assess the role of employment loss or reduced work hours in this hardship.

Data source and study setting: We used nationally representative data on 271,076 adults from the 2022 Behavioral Risk Factor Surveillance System (BRFSS).

Study design: We used multivariable binomial logistic regression models to estimate the average marginal effect of long COVID on financial hardships across multiple income and education groups.

Principal findings: In general, we found a significant positive association between long COVID and the three measures of financial hardships across income and education groups (1-11 percentage points increase, 95% CI 0.00-0.02 and 0.07-0.14, respectively). Mediation analysis showed that lost or reduced hours of employment accounted for a significant portion (6%-20%) of the changes in financial distress.

Conclusions: Long COVID has affected the economic wellbeing of people from all socioeconomic statuses, although at a higher rate for lower income groups. Policy attention is needed to address its economic impacts across income and education levels.

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长期COVID和财务困难:收入和教育水平的分类分析。
目的:研究不同收入和教育水平的人与COVID相关的经济困难(粮食不安全、无力支付账单或失去服务的威胁)有多长时间,并评估失业或工作时间减少在这种困难中的作用。数据来源和研究背景:我们使用了来自2022年行为风险因素监测系统(BRFSS)的271,076名成年人的全国代表性数据。研究设计:我们使用多变量二项逻辑回归模型来估计长期COVID对多个收入和教育群体的经济困难的平均边际效应。主要发现:总的来说,我们发现长COVID与收入和教育群体的三种经济困难指标之间存在显著的正相关(分别增加1-11个百分点,95% CI分别为0.00-0.02和0.07-0.14)。调解分析表明,失去或减少的工作时间占财务困境变化的很大一部分(6%-20%)。结论:长期COVID影响了所有社会经济地位人群的经济福祉,尽管低收入群体的影响程度更高。需要在政策上关注其对收入和教育水平的经济影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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.
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