The Role of COVID-19 in Excess Mortality in Slovakia: A Novel Approach Based on Healthcare Billing Records.

IF 2.6 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH International Journal of Public Health Pub Date : 2024-12-03 eCollection Date: 2024-01-01 DOI:10.3389/ijph.2024.1607537
Peter Barančok, Ján Dudek, Petra Ištokovičová, Daniela Kandilaki, Michal Kotrč, Ľubica Löffler, Matej Mišík, Roman Mužik, Beáta Saal, Martina Vrbiková, Rudolf Zajac, Martin Selvek, Peter Pažitný
{"title":"The Role of COVID-19 in Excess Mortality in Slovakia: A Novel Approach Based on Healthcare Billing Records.","authors":"Peter Barančok, Ján Dudek, Petra Ištokovičová, Daniela Kandilaki, Michal Kotrč, Ľubica Löffler, Matej Mišík, Roman Mužik, Beáta Saal, Martina Vrbiková, Rudolf Zajac, Martin Selvek, Peter Pažitný","doi":"10.3389/ijph.2024.1607537","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>Propose a methodology to identify COVID-19 associated deaths using healthcare billing records and evaluate its effectiveness by comparing the results with excess mortality data from 2020 to 2022 and confirmed COVID-19 deaths.</p><p><strong>Methods: </strong>A retrospective quantitative analysis was conducted by merging healthcare billing records with cause of death data. The term \"COVID-19 associated death\" was defined as any death occurring within a defined timeframe following a confirmed contact with COVID-19. This category includes individuals who died directly due to COVID-19, with COVID-19 as a contributing factor, or as an aftermath of a COVID-19 infection, as well as those who died from other causes but had previously contracted COVID-19. This broader definition provides a more comprehensive measure of excess mortality compared to the officially confirmed COVID-19 deaths attributed to the virus.</p><p><strong>Results: </strong>We identified 35,399 COVID-19 associated deaths during the 3-year pandemic in Slovakia compared to 21,395 confirmed COVID-19 deaths.</p><p><strong>Conclusion: </strong>The identification of COVID-19 associated deaths with our methodology offers a more accurate explanation for the notably high excess mortality observed in Slovakia (31,789 deaths) during the pandemic, relative to the EU27. Given the high level of excess mortality, the officially confirmed deaths are likely underestimated, and the presented methodology provides a more precise measure of mortality. Additionally, healthcare billing records prove valuable in identifying these deaths at the individual patient level using claims data of health insurance companies, which is crucial for implementing targeted preventive measures and improving preparedness for future pandemics.</p>","PeriodicalId":14322,"journal":{"name":"International Journal of Public Health","volume":"69 ","pages":"1607537"},"PeriodicalIF":2.6000,"publicationDate":"2024-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11649408/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Public Health","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3389/ijph.2024.1607537","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0

Abstract

Objectives: Propose a methodology to identify COVID-19 associated deaths using healthcare billing records and evaluate its effectiveness by comparing the results with excess mortality data from 2020 to 2022 and confirmed COVID-19 deaths.

Methods: A retrospective quantitative analysis was conducted by merging healthcare billing records with cause of death data. The term "COVID-19 associated death" was defined as any death occurring within a defined timeframe following a confirmed contact with COVID-19. This category includes individuals who died directly due to COVID-19, with COVID-19 as a contributing factor, or as an aftermath of a COVID-19 infection, as well as those who died from other causes but had previously contracted COVID-19. This broader definition provides a more comprehensive measure of excess mortality compared to the officially confirmed COVID-19 deaths attributed to the virus.

Results: We identified 35,399 COVID-19 associated deaths during the 3-year pandemic in Slovakia compared to 21,395 confirmed COVID-19 deaths.

Conclusion: The identification of COVID-19 associated deaths with our methodology offers a more accurate explanation for the notably high excess mortality observed in Slovakia (31,789 deaths) during the pandemic, relative to the EU27. Given the high level of excess mortality, the officially confirmed deaths are likely underestimated, and the presented methodology provides a more precise measure of mortality. Additionally, healthcare billing records prove valuable in identifying these deaths at the individual patient level using claims data of health insurance companies, which is crucial for implementing targeted preventive measures and improving preparedness for future pandemics.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
COVID-19在斯洛伐克死亡率过高中的作用:基于医疗账单记录的新方法
目的:提出一种利用医疗账单记录识别COVID-19相关死亡的方法,并通过将结果与2020年至2022年的超额死亡率数据和确认的COVID-19死亡人数进行比较,评估其有效性。方法:将医疗账单记录与死因资料合并,进行回顾性定量分析。术语“COVID-19相关死亡”的定义是在确认接触COVID-19后的规定时间范围内发生的任何死亡。这一类包括直接死于COVID-19、COVID-19是一个促成因素或COVID-19感染后死亡的人,以及死于其他原因但先前感染过COVID-19的人。与官方确认的COVID-19病毒导致的死亡相比,这一更广泛的定义提供了更全面的超额死亡率衡量标准。结果:在斯洛伐克3年的大流行期间,我们确定了35,399例与COVID-19相关的死亡,而确诊的COVID-19死亡人数为21,395人。结论:用我们的方法确定与COVID-19相关的死亡,可以更准确地解释在大流行期间斯洛伐克相对于欧盟27国观察到的高死亡率(31,789例死亡)。由于死亡率过高,官方确认的死亡人数可能被低估了,所提出的方法提供了更精确的死亡率衡量标准。此外,医疗保健账单记录在使用健康保险公司的索赔数据确定单个患者的死亡人数方面证明是有价值的,这对于实施有针对性的预防措施和改进对未来流行病的准备工作至关重要。
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 去求助
来源期刊
International Journal of Public Health
International Journal of Public Health 医学-公共卫生、环境卫生与职业卫生
CiteScore
4.20
自引率
2.20%
发文量
269
审稿时长
12 months
期刊介绍: The International Journal of Public Health publishes scientific articles relevant to global public health, from different countries and cultures, and assembles them into issues that raise awareness and understanding of public health problems and solutions. The Journal welcomes submissions of original research, critical and relevant reviews, methodological papers and manuscripts that emphasize theoretical content. IJPH sometimes publishes commentaries and opinions. Special issues highlight key areas of current research. The Editorial Board''s mission is to provide a thoughtful forum for contemporary issues and challenges in global public health research and practice.
期刊最新文献
Prevalence of COVID-19 Vaccine Hesitancy Among Healthcare Workers in Nigeria: A Systematic Review and Meta-Analysis. Smoking Avoidance, Physical Activity and Diet as Preventative Behaviours for Lung, Prostate and Colorectal Cancer - A Comparison of the Extended Parallel Process Model Groups. Cancer Mortality by Ethnicity in Colombia Between 2011 and 2022: A Population-Based Study. Unveiling the Silent Threat: Exploring Hypertension Prevalence and Risk Factors Among University Students in Syria. Social Inequalities in Adolescents' Psychological and Somatic Complaints: Cross-National Trends Between 2002 and 2022 and the Role of Societal Changes.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1