Evidence map›Paper›PMID 39691547›Full record

ArticleInternational journal of public health2024

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

Peter Barančok, Ján Dudek, Petra Ištokovičová, Daniela Kandilaki, Michal Kotrč, Ľubica Löffler, Matej Mišík, Roman Mužik, Beáta Saal, Martina Vrbiková and 3 more

Abstract read
In one paragraph

Article in International journal of public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Peter BarančokInstitute for Healthcare Analyses, Ministry of Health, Bratislava, Slovakia.
Ján DudekWhite Plume Technologies, Birmingham, AL, United States.
Petra IštokovičováInstitute for Healthcare Analyses, Ministry of Health, Bratislava, Slovakia.
Daniela KandilakiFaculty of Management, Prague University of Economics and Business, Prague, Czechia.
Michal KotrčUnion Health Insurance Company, Bratislava, Slovakia.
Ľubica LöfflerIndependent Healthcare Consultant, Bratislava, Slovakia.
Matej MišíkInstitute for Healthcare Analyses, Ministry of Health, Bratislava, Slovakia.
Roman MužikDôvera Health Insurance Company, Bratislava, Slovakia.
Beáta SaalDôvera Health Insurance Company, Bratislava, Slovakia.
Martina VrbikováReporting and Health Statistics, National Health Information Center, Bratislava, Slovakia.
Rudolf ZajacIndependent Healthcare Consultant, Bratislava, Slovakia.
Martin SelvekDôvera Health Insurance Company, Bratislava, Slovakia.
Peter PažitnýFaculty of Management, Prague University of Economics and Business, Prague, Czechia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Cause of DeathCOVID-19AdultAgedFemaleHumansMaleMiddle AgedPandemicsRetrospective StudiesSARS-CoV-2SlovakiaCOVID-19COVID-19 associated deathCOVID-19 confirmed deathexcess mortalitySlovakia

Identifiers

PMID39691547
PMCPMC11649408

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.