Evidence map›Paper›PMID 33795313›Full record

Observational studyBMJ open2021

Variables associated with COVID-19 severity: an observational study of non-paediatric confirmed cases from the general population of the Basque Country, Spain.

Kalliopi Vrotsou, Rafael Rotaeche, Maider Mateo-Abad, Mónica Machón, Itziar Vergara

Open access · goldAbstract readObservational Study
In one paragraph

Observational study in BMJ open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
0.8field-weighted citation impact, top 25% of its field
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

8 citing papers in PubMed, 1 synthesis or guideline pooled it, 14 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Review
  5. Article
  6. Article
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  8. 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

5 authors at 3 institutions in 1 country.

Kalliopi VrotsouPrimary Care Group, Biodonostia Institute for Health Research, Donostia-San Sebastián, Spain kalliopi.vrotsoukanari@osakidetza.eus.ORCID 0000-0002-3296-3923
Rafael RotaecheAlza Health Center, Osakidetza-Basque Health Service, Donostia-San Sebastian, Spain.
Maider Mateo-AbadResearch Network in Health Services in Chronic Diseases (REDISSEC), Kronikgune Health Services Research Institute, Baracaldo, Spain.
Mónica MachónPrimary Care Group, Biodonostia Institute for Health Research, Donostia-San Sebastián, Spain.
Itziar VergaraPrimary Care Group, Biodonostia Institute for Health Research, Donostia-San Sebastián, Spain.
Biogipuzkoa Health Research Institute · ESOsakidetza · ESOsasun Sistemen Ikerketa Institutua · ES

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo investigate which were the most relevant sociodemographic and clinical variables associated with COVID-19 severity, and uncover how their inter-relations may have affected such severity.

designA retrospective observational study based on electronic health record data.

participantsIndividuals ≥14 years old with a positive PCR or serology test, between 28 February and 31 May 2020, belonging to the Basque Country (Spain) public health system. Institutionalised and individuals admitted to a hospital at home unit were excluded from the study.

main outcome measureThree severity categories were established: primary care, hospital/intensive care unit admission and death.

resultsA total of n=14 197 cases fulfilled the inclusion criteria. Most variables presented statistically significant associations with the outcome (p<0.0001). The Classification and Regression Trees recursive partitioning methodology (based on n=13 792) suggested that among all associations, those with, age, sex, stratification of patient healthcare complexity, chronic consumption of blood and blood-forming organ, and nervous system drugs, as well as the total number of chronic Anatomical Therapeutic Chemical types were the most relevant. Psychosis also emerged as a potential factor.

conclusionsOlder cases are more likely to experience more severe outcomes. However, the sex, underlying health status and chronic drug consumption may interfere and alter the ageing effect. Understanding the factors related to the outcome severity is of key importance when designing and promoting public health intervention plans for the COVID-19 pandemic.

Indexed as

PandemicsAdultAgedAged, 80 and overCOVID-19HumansMiddle AgedSpainTreatment OutcomeCOVID-19public healthstatistics & research methods

Identifiers

PMID33795313
PMCPMC8024058
OpenAlexW3143353226

What OpenQuestion holds

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LicenceCC BY-NC
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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.