Datta Biplab Kumar, Fazlul Ishtiaque, Khan M Mahmud
Department of Health Economics and Policy, Augusta University, Augusta, Georgia, USA.
Department of Health Policy and Management, University of Georgia, Athens, Georgia, USA.
Health Serv Res. 2025 Apr;60(2):e14413. doi: 10.1111/1475-6773.14413. Epub 2024 Dec 2.
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.
We used nationally representative data on 271,076 adults from the 2022 Behavioral Risk Factor Surveillance System (BRFSS).
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.
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.
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.
研究长期新冠症状如何与不同收入和教育水平人群的经济困难(粮食不安全、无力支付账单或面临服务中断威胁)相关联,并评估失业或工作时长减少在这种困难中所起的作用。
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。
我们使用多变量二项逻辑回归模型来估计长期新冠症状对多个收入和教育群体经济困难的平均边际效应。
总体而言,我们发现长期新冠症状与不同收入和教育群体的三种经济困难衡量指标之间存在显著的正相关(分别增加1 - 11个百分点,95%置信区间为0.00 - 0.02和0.07 - 0.14)。中介分析表明,就业时长的减少或丧失占经济困境变化的很大一部分(6% - 20%)。
长期新冠症状影响了所有社会经济地位人群的经济福祉,尽管低收入群体受影响的比例更高。需要政策关注来应对其在不同收入和教育水平上的经济影响。