Inappropriate antibiotic prescribing for acute bronchiolitis in Colombia: a predictive model

ABSTRACT: Introduction: Acute bronchiolitis is the leading cause of hospitalization in the pediatric population. The inappropri ate prescription of antibiotics in acute bronchiolitis is associated with bacterial resistance, higher costs, and risk of adverse efects in this population. The objective o...

Full description

Autores:
Buendía Rodríguez, Jefferson Antonio
Feliciano Alfonso, John Edwin
Tipo de recurso:
Article of investigation
Fecha de publicación:
2021
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/22866
Acceso en línea:
http://hdl.handle.net/10495/22866
https://joppp.biomedcentral.com/track/pdf/10.1186/s40545-020-00284-6.pdf
Palabra clave:
Bronchiolitis, Viral
Bronquiolitis Viral
Anti-Bacterial Agents
Antibacterianos
Colombia
Rights
openAccess
License
http://creativecommons.org/licenses/by/2.5/co/
id UDEA2_18cff39141c2c041803a262d579e916b
oai_identifier_str oai:bibliotecadigital.udea.edu.co:10495/22866
network_acronym_str UDEA2
network_name_str Repositorio UdeA
repository_id_str
dc.title.spa.fl_str_mv Inappropriate antibiotic prescribing for acute bronchiolitis in Colombia: a predictive model
title Inappropriate antibiotic prescribing for acute bronchiolitis in Colombia: a predictive model
spellingShingle Inappropriate antibiotic prescribing for acute bronchiolitis in Colombia: a predictive model
Bronchiolitis, Viral
Bronquiolitis Viral
Anti-Bacterial Agents
Antibacterianos
Colombia
title_short Inappropriate antibiotic prescribing for acute bronchiolitis in Colombia: a predictive model
title_full Inappropriate antibiotic prescribing for acute bronchiolitis in Colombia: a predictive model
title_fullStr Inappropriate antibiotic prescribing for acute bronchiolitis in Colombia: a predictive model
title_full_unstemmed Inappropriate antibiotic prescribing for acute bronchiolitis in Colombia: a predictive model
title_sort Inappropriate antibiotic prescribing for acute bronchiolitis in Colombia: a predictive model
dc.creator.fl_str_mv Buendía Rodríguez, Jefferson Antonio
Feliciano Alfonso, John Edwin
dc.contributor.author.none.fl_str_mv Buendía Rodríguez, Jefferson Antonio
Feliciano Alfonso, John Edwin
dc.subject.decs.none.fl_str_mv Bronchiolitis, Viral
Bronquiolitis Viral
Anti-Bacterial Agents
Antibacterianos
Colombia
topic Bronchiolitis, Viral
Bronquiolitis Viral
Anti-Bacterial Agents
Antibacterianos
Colombia
description ABSTRACT: Introduction: Acute bronchiolitis is the leading cause of hospitalization in the pediatric population. The inappropri ate prescription of antibiotics in acute bronchiolitis is associated with bacterial resistance, higher costs, and risk of adverse efects in this population. The objective of this work is to develop a predictive model of inappropriate use of antibiotics in children with acute bronchiolitis in Colombia. Methods: A retrospective cohort study was conducted in patients under 2 years of age with a diagnosis of acute bronchiolitis from two hospitals in Rionegro, Colombia. To identify factors independently associated with inappropriate use of antibiotics, we used logistic regression and estimated odds ratios (ORs). To assess discrimination, area under the curve (AUC) was estimated with a 95% confdence interval and plotted using AUC–ROC plots. To correct sampling bias of variance parameters and to evaluate the internal validity of the model, repeated curved validation “tenfold cross-validation” was used, comparing the area under the ROC curve obtained in the repetitions with that observed in the model Results: A total of 415 patients were included. 142 patients (34.13%) had a prescription of some antibiotic during their hospital stay. In 92 patients (64.78%, 95% CI 56.3 to 72.6%) the prescription of antibiotics was classifed as inappropriate. Age older than 1 year, chest retractions, temperature between 37.5 °C and 38.5 °C and leukocyte count between 10,000 and 15,000 million/mm3 were the predictive variables of inappropriate use of medications in this population. Conclusion: The presence of fever between 37.5 °C and 38.5 °C, leukocytosis between 10,000 and 15,000 million/ mm3 , and age older than 1 year and presence of chest retractions, should alert the physician regarding the high risk of inappropriate prescription of antibiotics. Patients with acute bronchiolitis with a score on our scale greater than 2 should be carefully evaluated regarding the need for the use of antibiotics, if prescribed.
publishDate 2021
dc.date.accessioned.none.fl_str_mv 2021-10-05T21:09:31Z
dc.date.available.none.fl_str_mv 2021-10-05T21:09:31Z
dc.date.issued.none.fl_str_mv 2021
dc.type.spa.fl_str_mv info:eu-repo/semantics/article
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dc.type.redcol.spa.fl_str_mv https://purl.org/redcol/resource_type/ART
dc.type.local.spa.fl_str_mv Artículo de investigación
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status_str publishedVersion
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10495/22866
dc.identifier.doi.none.fl_str_mv 10.1186/s40545-020-00284-6
dc.identifier.eissn.none.fl_str_mv 2052-3211
dc.identifier.url.spa.fl_str_mv https://joppp.biomedcentral.com/track/pdf/10.1186/s40545-020-00284-6.pdf
url http://hdl.handle.net/10495/22866
https://joppp.biomedcentral.com/track/pdf/10.1186/s40545-020-00284-6.pdf
identifier_str_mv 10.1186/s40545-020-00284-6
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dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.ispartofjournalabbrev.spa.fl_str_mv J Pharm Policy Pract
dc.rights.spa.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.spa.fl_str_mv BioMed Central Ltd.
dc.publisher.group.spa.fl_str_mv Grupo de Investigación en Farmacología y Toxicología
dc.publisher.place.spa.fl_str_mv Londres, Inglaterra
institution Universidad de Antioquia
bitstream.url.fl_str_mv http://bibliotecadigital.udea.edu.co/bitstream/10495/22866/1/BuendiaJefferson_2021_AcuteBronchiolitisColombia.pdf
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spelling Buendía Rodríguez, Jefferson AntonioFeliciano Alfonso, John Edwin2021-10-05T21:09:31Z2021-10-05T21:09:31Z2021http://hdl.handle.net/10495/2286610.1186/s40545-020-00284-62052-3211https://joppp.biomedcentral.com/track/pdf/10.1186/s40545-020-00284-6.pdfABSTRACT: Introduction: Acute bronchiolitis is the leading cause of hospitalization in the pediatric population. The inappropri ate prescription of antibiotics in acute bronchiolitis is associated with bacterial resistance, higher costs, and risk of adverse efects in this population. The objective of this work is to develop a predictive model of inappropriate use of antibiotics in children with acute bronchiolitis in Colombia. Methods: A retrospective cohort study was conducted in patients under 2 years of age with a diagnosis of acute bronchiolitis from two hospitals in Rionegro, Colombia. To identify factors independently associated with inappropriate use of antibiotics, we used logistic regression and estimated odds ratios (ORs). To assess discrimination, area under the curve (AUC) was estimated with a 95% confdence interval and plotted using AUC–ROC plots. To correct sampling bias of variance parameters and to evaluate the internal validity of the model, repeated curved validation “tenfold cross-validation” was used, comparing the area under the ROC curve obtained in the repetitions with that observed in the model Results: A total of 415 patients were included. 142 patients (34.13%) had a prescription of some antibiotic during their hospital stay. In 92 patients (64.78%, 95% CI 56.3 to 72.6%) the prescription of antibiotics was classifed as inappropriate. Age older than 1 year, chest retractions, temperature between 37.5 °C and 38.5 °C and leukocyte count between 10,000 and 15,000 million/mm3 were the predictive variables of inappropriate use of medications in this population. Conclusion: The presence of fever between 37.5 °C and 38.5 °C, leukocytosis between 10,000 and 15,000 million/ mm3 , and age older than 1 year and presence of chest retractions, should alert the physician regarding the high risk of inappropriate prescription of antibiotics. Patients with acute bronchiolitis with a score on our scale greater than 2 should be carefully evaluated regarding the need for the use of antibiotics, if prescribed.00399025application/pdfengBioMed Central Ltd.Grupo de Investigación en Farmacología y ToxicologíaLondres, Inglaterrainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ARTArtículo de investigaciónhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by/2.5/co/http://purl.org/coar/access_right/c_abf2https://creativecommons.org/licenses/by/4.0/Inappropriate antibiotic prescribing for acute bronchiolitis in Colombia: a predictive modelBronchiolitis, ViralBronquiolitis ViralAnti-Bacterial AgentsAntibacterianosColombiaJ Pharm Policy PractJournal of Pharmaceutical Policy and Practice15142ORIGINALBuendiaJefferson_2021_AcuteBronchiolitisColombia.pdfBuendiaJefferson_2021_AcuteBronchiolitisColombia.pdfArtículo de investigaciónapplication/pdf709818http://bibliotecadigital.udea.edu.co/bitstream/10495/22866/1/BuendiaJefferson_2021_AcuteBronchiolitisColombia.pdf6de18afc9bbb07a7d7ce76412fd37687MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://bibliotecadigital.udea.edu.co/bitstream/10495/22866/3/license.txt8a4605be74aa9ea9d79846c1fba20a33MD53CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8927http://bibliotecadigital.udea.edu.co/bitstream/10495/22866/2/license_rdf1646d1f6b96dbbbc38035efc9239ac9cMD5210495/22866oai:bibliotecadigital.udea.edu.co:10495/228662021-10-10 10:51:32.194Repositorio Institucional Universidad de Antioquiaandres.perez@udea.edu.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