Evidence map›Paper›PMID 35409558›Full record

ArticleInternational journal of environmental research and public health2022

A Critical Analysis of the COVID-19 Hospitalization Network in Countries with Limited Resources.

Marcio L V Araujo, José G V Miranda, Rodrigo N Vasconcelos, Elaine C B Cambui, Raphael S Rosário, Márcio C F Macedo, Antonio C Bandeira, Márcia S P L Souza, Ana C F N Silva, Aloisio S Nascimento Filho and 3 more

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2022. 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

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

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.

Marcio L V AraujoModelagem Computacional e Tecnologia Industrial (PPG MCTI), Centro Universitário SENAI CIMATEC, Av. Orlando Gomes, 1845-Piatã, Salvador 41650-010, Brazil.ORCID 0000-0003-2376-0160
José G V MirandaDepartment of Physics, Federal University of Bahia, Campus Universitário de Ondina-Ondina, Salvador 40210-340, Brazil.ORCID 0000-0002-7752-8319
Rodrigo N VasconcelosDepartment of Earth and Environmental Sciences, State University of Feira de Santana, Av. Transnordestina, s/n-Feira de Santana, Novo Horizonte 44036-900, Brazil.ORCID 0000-0002-1368-6721
Elaine C B CambuiDepartment of Ecology, Federal University of Bahia, Campus Universitário de Ondina-Ondina, Salvador 40210-340, Brazil.ORCID 0000-0001-5979-2178
Raphael S RosárioDepartment of Physics, Federal University of Bahia, Campus Universitário de Ondina-Ondina, Salvador 40210-340, Brazil.ORCID 0000-0001-7617-7476
Márcio C F MacedoDepartment of Physics, Federal University of Bahia, Campus Universitário de Ondina-Ondina, Salvador 40210-340, Brazil.ORCID 0000-0003-2729-7193
Antonio C BandeiraHealth Secretary of the State of Bahia, 4ª Avenida Centro Administrativo da Bahia, 400-Centro Administrativo da Bahia, Salvador 40301-110, Brazil.ORCID 0000-0002-7273-8376
Márcia S P L SouzaHealth Secretary of the State of Bahia, 4ª Avenida Centro Administrativo da Bahia, 400-Centro Administrativo da Bahia, Salvador 40301-110, Brazil.ORCID 0000-0002-4860-2815
Ana C F N SilvaHealth Secretary of the State of Bahia, 4ª Avenida Centro Administrativo da Bahia, 400-Centro Administrativo da Bahia, Salvador 40301-110, Brazil.ORCID 0000-0002-2350-5461
Aloisio S Nascimento FilhoNúcleo de Pesquisa Aplicada e Inovação (NPAI), Universidade do Estado da Bahia-UNEB/Centro Universitário SENAI CIMATEC, Salvador 41650-010, Brazil.ORCID 0000-0002-5601-8459
Thiago B MurariNúcleo de Pesquisa Aplicada e Inovação (NPAI), Universidade do Estado da Bahia-UNEB/Centro Universitário SENAI CIMATEC, Salvador 41650-010, Brazil.ORCID 0000-0001-5598-2679
Eduardo M F JorgeNúcleo de Pesquisa Aplicada e Inovação (NPAI), Universidade do Estado da Bahia-UNEB/Centro Universitário SENAI CIMATEC, Salvador 41650-010, Brazil.ORCID 0000-0002-8597-5805
Hugo SabaModelagem Computacional e Tecnologia Industrial (PPG MCTI), Centro Universitário SENAI CIMATEC, Av. Orlando Gomes, 1845-Piatã, Salvador 41650-010, Brazil.ORCID 0000-0001-8402-6416

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To effectively combat the COVID-19 pandemic, countries with limited resources could only allocate intensive and non-intensive care units to a low number of regions. In this work, we evaluated the actual displacement of infected patients in search of care, aiming to understand how the networks of planned and actual hospitalizations take place. To assess the flow of hospitalizations outside the place of residence, we used the concepts of complex networks. Our findings indicate that the current distribution of health facilities in Bahia, Brazil, is not sufficient to effectively reduce the distances traveled by patients with COVID-19 who require hospitalization. We believe that unnecessary trips to distant hospitals can put both the sick and the healthy involved in the transport process at risk, further delaying the stabilization of the COVID-19 pandemic in each region of the state of Bahia. From the results found, we concluded that, to mitigate this situation, the implementation of health units in countries with limited resources should be based on scientific methods, and international collaborations should be established.

Indexed as

COVID-19Health FacilitiesHospitalizationHospitalsHumansPandemicsgovernmenthospitalizationpandemicspublic policytransportation

Identifiers

PMID35409558
PMCPMC8997845

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.