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...
- 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/
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UDEA2 |
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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 |
dc.type.coarversion.fl_str_mv |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
dc.type.hasversion.spa.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_2df8fbb1 |
dc.type.redcol.spa.fl_str_mv |
https://purl.org/redcol/resource_type/ART |
dc.type.local.spa.fl_str_mv |
Artículo de investigación |
format |
http://purl.org/coar/resource_type/c_2df8fbb1 |
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 2052-3211 |
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 |
dc.rights.uri.*.fl_str_mv |
http://creativecommons.org/licenses/by/2.5/co/ |
dc.rights.accessrights.spa.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
dc.rights.creativecommons.spa.fl_str_mv |
https://creativecommons.org/licenses/by/4.0/ |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
http://creativecommons.org/licenses/by/2.5/co/ http://purl.org/coar/access_right/c_abf2 https://creativecommons.org/licenses/by/4.0/ |
dc.format.extent.spa.fl_str_mv |
5 |
dc.format.mimetype.spa.fl_str_mv |
application/pdf |
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 http://bibliotecadigital.udea.edu.co/bitstream/10495/22866/3/license.txt http://bibliotecadigital.udea.edu.co/bitstream/10495/22866/2/license_rdf |
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6de18afc9bbb07a7d7ce76412fd37687 8a4605be74aa9ea9d79846c1fba20a33 1646d1f6b96dbbbc38035efc9239ac9c |
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MD5 MD5 MD5 |
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Repositorio Institucional Universidad de Antioquia |
repository.mail.fl_str_mv |
andres.perez@udea.edu.co |
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1812173213005774848 |
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.coTk9URTogUExBQ0UgWU9VUiBPV04gTElDRU5TRSBIRVJFClRoaXMgc2FtcGxlIGxpY2Vuc2UgaXMgcHJvdmlkZWQgZm9yIGluZm9ybWF0aW9uYWwgcHVycG9zZXMgb25seS4KCk5PTi1FWENMVVNJVkUgRElTVFJJQlVUSU9OIExJQ0VOU0UKCkJ5IHNpZ25pbmcgYW5kIHN1Ym1pdHRpbmcgdGhpcyBsaWNlbnNlLCB5b3UgKHRoZSBhdXRob3Iocykgb3IgY29weXJpZ2h0Cm93bmVyKSBncmFudHMgdG8gRFNwYWNlIFVuaXZlcnNpdHkgKERTVSkgdGhlIG5vbi1leGNsdXNpdmUgcmlnaHQgdG8gcmVwcm9kdWNlLAp0cmFuc2xhdGUgKGFzIGRlZmluZWQgYmVsb3cpLCBhbmQvb3IgZGlzdHJpYnV0ZSB5b3VyIHN1Ym1pc3Npb24gKGluY2x1ZGluZwp0aGUgYWJzdHJhY3QpIHdvcmxkd2lkZSBpbiBwcmludCBhbmQgZWxlY3Ryb25pYyBmb3JtYXQgYW5kIGluIGFueSBtZWRpdW0sCmluY2x1ZGluZyBidXQgbm90IGxpbWl0ZWQgdG8gYXVkaW8gb3IgdmlkZW8uCgpZb3UgYWdyZWUgdGhhdCBEU1UgbWF5LCB3aXRob3V0IGNoYW5naW5nIHRoZSBjb250ZW50LCB0cmFuc2xhdGUgdGhlCnN1Ym1pc3Npb24gdG8gYW55IG1lZGl1bSBvciBmb3JtYXQgZm9yIHRoZSBwdXJwb3NlIG9mIHByZXNlcnZhdGlvbi4KCllvdSBhbHNvIGFncmVlIHRoYXQgRFNVIG1heSBrZWVwIG1vcmUgdGhhbiBvbmUgY29weSBvZiB0aGlzIHN1Ym1pc3Npb24gZm9yCnB1cnBvc2VzIG9mIHNlY3VyaXR5LCBiYWNrLXVwIGFuZCBwcmVzZXJ2YXRpb24uCgpZb3UgcmVwcmVzZW50IHRoYXQgdGhlIHN1Ym1pc3Npb24gaXMgeW91ciBvcmlnaW5hbCB3b3JrLCBhbmQgdGhhdCB5b3UgaGF2ZQp0aGUgcmlnaHQgdG8gZ3JhbnQgdGhlIHJpZ2h0cyBjb250YWluZWQgaW4gdGhpcyBsaWNlbnNlLiBZb3UgYWxzbyByZXByZXNlbnQKdGhhdCB5b3VyIHN1Ym1pc3Npb24gZG9lcyBub3QsIHRvIHRoZSBiZXN0IG9mIHlvdXIga25vd2xlZGdlLCBpbmZyaW5nZSB1cG9uCmFueW9uZSdzIGNvcHlyaWdodC4KCklmIHRoZSBzdWJtaXNzaW9uIGNvbnRhaW5zIG1hdGVyaWFsIGZvciB3aGljaCB5b3UgZG8gbm90IGhvbGQgY29weXJpZ2h0LAp5b3UgcmVwcmVzZW50IHRoYXQgeW91IGhhdmUgb2J0YWluZWQgdGhlIHVucmVzdHJpY3RlZCBwZXJtaXNzaW9uIG9mIHRoZQpjb3B5cmlnaHQgb3duZXIgdG8gZ3JhbnQgRFNVIHRoZSByaWdodHMgcmVxdWlyZWQgYnkgdGhpcyBsaWNlbnNlLCBhbmQgdGhhdApzdWNoIHRoaXJkLXBhcnR5IG93bmVkIG1hdGVyaWFsIGlzIGNsZWFybHkgaWRlbnRpZmllZCBhbmQgYWNrbm93bGVkZ2VkCndpdGhpbiB0aGUgdGV4dCBvciBjb250ZW50IG9mIHRoZSBzdWJtaXNzaW9uLgoKSUYgVEhFIFNVQk1JU1NJT04gSVMgQkFTRUQgVVBPTiBXT1JLIFRIQVQgSEFTIEJFRU4gU1BPTlNPUkVEIE9SIFNVUFBPUlRFRApCWSBBTiBBR0VOQ1kgT1IgT1JHQU5JWkFUSU9OIE9USEVSIFRIQU4gRFNVLCBZT1UgUkVQUkVTRU5UIFRIQVQgWU9VIEhBVkUKRlVMRklMTEVEIEFOWSBSSUdIVCBPRiBSRVZJRVcgT1IgT1RIRVIgT0JMSUdBVElPTlMgUkVRVUlSRUQgQlkgU1VDSApDT05UUkFDVCBPUiBBR1JFRU1FTlQuCgpEU1Ugd2lsbCBjbGVhcmx5IGlkZW50aWZ5IHlvdXIgbmFtZShzKSBhcyB0aGUgYXV0aG9yKHMpIG9yIG93bmVyKHMpIG9mIHRoZQpzdWJtaXNzaW9uLCBhbmQgd2lsbCBub3QgbWFrZSBhbnkgYWx0ZXJhdGlvbiwgb3RoZXIgdGhhbiBhcyBhbGxvd2VkIGJ5IHRoaXMKbGljZW5zZSwgdG8geW91ciBzdWJtaXNzaW9uLgo= |