Evidence map›Paper›PMID 41239445›Full record

ArticleArchives of public health = Archives belges de sante publique2025

Identifying indicators of "success" in managing the COVID-19 pandemic in Europe: insights from an interdisciplinary expert consultation.

Zhuxin Mao, Zita Zsabokorszky, Joke Bilcke, Philippe Beutels

Abstract read
In one paragraph

Article in Archives of public health = Archives belges de sante publique, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Zhuxin MaoCentre for Health Economics Research and Modelling Infectious Diseases (CHERMID), University of Antwerp, Antwerp, Belgium. Zhuxin.Mao@uantwerpen.be.
Zita ZsabokorszkyCentre for Health Economics Research and Modelling Infectious Diseases (CHERMID), University of Antwerp, Antwerp, Belgium.
Joke BilckeCentre for Health Economics Research and Modelling Infectious Diseases (CHERMID), University of Antwerp, Antwerp, Belgium.
Philippe BeutelsCentre for Health Economics Research and Modelling Infectious Diseases (CHERMID), University of Antwerp, Antwerp, Belgium.

Funding

the European Union Horizon 2020 and Horizon Europe research and innovation program ESCAPE (101095619)the Research Foundation Flanders FWO Grant G0G1920N, 2020
6 · The paper itself

Abstract

backgroundReflecting on what we have been through and learned during the COVID-19 pandemic can help prepare for similar challenges in the future. A quintessential question is what may indicate “success” in pandemic management. We aimed to establish a workable set of indicators for success over different distinct pandemic stages, as well as cumulatively from pandemic emergence to epidemic control.

methodsFirst, using an iterative brainstorm and a pilot survey process, we developed a set of indicators of success for the entire pandemic (from late 2019 to date) and for six distinct COVID-19 pandemic stages: (1) pre-pandemic, (2) rising virus prevalence outside Europe, (3) rising virus prevalence in other countries or regions within Europe, (4) within-country first wave of virus, (5) subsequent virus waves pre-vaccination, (6) post-vaccination. Secondly, these indicators were validated by COVID-19 experts from different fields through an online survey. Experts were asked to rank the proposed indicators according to importance, along with answering two open-ended questions and five background questions.

resultsThe developed indicator lists differed according to the pandemic stages. A total number of 45 experts completed the survey (29% response rate). All 50 indicators were ranked by at least 70% of the respondents as important. Notably, experts from all disciplines agreed that mortality was the most important indicator over the entire pandemic, during the first wave and subsequent waves pre-vaccination, while vaccination coverage was considered the most important indicator post-vaccination. Experts had different ranking preferences for the remaining indicators.

conclusionReflecting on the COVID-19 pandemic, this list could serve as a valuable resource to point towards which indicators are most crucial to monitor, informing future pandemic response strategies. Meanwhile, as this study currently only relied on input from European experts, it could serve as a validation set for experts outside Europe as well as the general public.

Indexed as

Hospital admissionsICUMortalityPolicy-makingPreparednessPublic healthQALYsVaccination coverage

Identifiers

PMID41239445
PMCPMC12619252

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.