A Multi-country Study of the Household Willingness-to-Pay for Dengue Vaccines: Household Surveys in Vietnam, Thailand, and Colombia

ABSTRACT: Background: The rise in dengue fever cases and the absence of dengue vaccines will likely cause governments to consider various types of effective means for controlling the disease. Given strong public interests in potential dengue vaccines, it is essential to understand the private econom...

Full description

Autores:
Vélez Bernal, Iván Darío
Seok Lee, Jung
Mogasale, Vittal
Lim, Jacqueline K.
Carabali, Mabel
Sirivichayakul, Chukiat
Duc Anh, Dang
Sung Lee, Kang
Dinh Thiem, Vu
Limkittikul, Kriengsak
Huu Tho, Le
Osorio Benitez, Jorge Emilio
Chanthavanich, Pornthep
Da Silva, Luiz J.
Maskery, Brian A.
Tipo de recurso:
Article of investigation
Fecha de publicación:
2015
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/38920
Acceso en línea:
https://hdl.handle.net/10495/38920
Palabra clave:
Colombia - epidemiología
Colombia - epidemiology
Dengue
Vacunas contra el Dengue
Dengue Vaccines
Aceptación de la Atención de Salud
Patient Acceptance of Health Care
Análisis de Regresión
Regression Analysis
Encuestas y Cuestionarios
Surveys and Questionnaires
Tailandia - epidemiología
Thailand - epidemiology
Vietnam - epidemiología
Vietnam - epidemiology
https://id.nlm.nih.gov/mesh/D003105
https://id.nlm.nih.gov/mesh/D003715
https://id.nlm.nih.gov/mesh/D053059
https://id.nlm.nih.gov/mesh/D010342
https://id.nlm.nih.gov/mesh/D012044
https://id.nlm.nih.gov/mesh/D011795
https://id.nlm.nih.gov/mesh/D013785
https://id.nlm.nih.gov/mesh/D014744
Rights
openAccess
License
https://creativecommons.org/licenses/by/4.0/
id UDEA2_285d7aec76b3c43e9931269f6d896b1c
oai_identifier_str oai:bibliotecadigital.udea.edu.co:10495/38920
network_acronym_str UDEA2
network_name_str Repositorio UdeA
repository_id_str
dc.title.spa.fl_str_mv A Multi-country Study of the Household Willingness-to-Pay for Dengue Vaccines: Household Surveys in Vietnam, Thailand, and Colombia
title A Multi-country Study of the Household Willingness-to-Pay for Dengue Vaccines: Household Surveys in Vietnam, Thailand, and Colombia
spellingShingle A Multi-country Study of the Household Willingness-to-Pay for Dengue Vaccines: Household Surveys in Vietnam, Thailand, and Colombia
Colombia - epidemiología
Colombia - epidemiology
Dengue
Vacunas contra el Dengue
Dengue Vaccines
Aceptación de la Atención de Salud
Patient Acceptance of Health Care
Análisis de Regresión
Regression Analysis
Encuestas y Cuestionarios
Surveys and Questionnaires
Tailandia - epidemiología
Thailand - epidemiology
Vietnam - epidemiología
Vietnam - epidemiology
https://id.nlm.nih.gov/mesh/D003105
https://id.nlm.nih.gov/mesh/D003715
https://id.nlm.nih.gov/mesh/D053059
https://id.nlm.nih.gov/mesh/D010342
https://id.nlm.nih.gov/mesh/D012044
https://id.nlm.nih.gov/mesh/D011795
https://id.nlm.nih.gov/mesh/D013785
https://id.nlm.nih.gov/mesh/D014744
title_short A Multi-country Study of the Household Willingness-to-Pay for Dengue Vaccines: Household Surveys in Vietnam, Thailand, and Colombia
title_full A Multi-country Study of the Household Willingness-to-Pay for Dengue Vaccines: Household Surveys in Vietnam, Thailand, and Colombia
title_fullStr A Multi-country Study of the Household Willingness-to-Pay for Dengue Vaccines: Household Surveys in Vietnam, Thailand, and Colombia
title_full_unstemmed A Multi-country Study of the Household Willingness-to-Pay for Dengue Vaccines: Household Surveys in Vietnam, Thailand, and Colombia
title_sort A Multi-country Study of the Household Willingness-to-Pay for Dengue Vaccines: Household Surveys in Vietnam, Thailand, and Colombia
dc.creator.fl_str_mv Vélez Bernal, Iván Darío
Seok Lee, Jung
Mogasale, Vittal
Lim, Jacqueline K.
Carabali, Mabel
Sirivichayakul, Chukiat
Duc Anh, Dang
Sung Lee, Kang
Dinh Thiem, Vu
Limkittikul, Kriengsak
Huu Tho, Le
Osorio Benitez, Jorge Emilio
Chanthavanich, Pornthep
Da Silva, Luiz J.
Maskery, Brian A.
dc.contributor.author.none.fl_str_mv Vélez Bernal, Iván Darío
Seok Lee, Jung
Mogasale, Vittal
Lim, Jacqueline K.
Carabali, Mabel
Sirivichayakul, Chukiat
Duc Anh, Dang
Sung Lee, Kang
Dinh Thiem, Vu
Limkittikul, Kriengsak
Huu Tho, Le
Osorio Benitez, Jorge Emilio
Chanthavanich, Pornthep
Da Silva, Luiz J.
Maskery, Brian A.
dc.contributor.researchgroup.spa.fl_str_mv Programa de Estudio y Control de Enfermedades Tropicales (PECET)
dc.subject.decs.none.fl_str_mv Colombia - epidemiología
Colombia - epidemiology
Dengue
Vacunas contra el Dengue
Dengue Vaccines
Aceptación de la Atención de Salud
Patient Acceptance of Health Care
Análisis de Regresión
Regression Analysis
Encuestas y Cuestionarios
Surveys and Questionnaires
Tailandia - epidemiología
Thailand - epidemiology
Vietnam - epidemiología
Vietnam - epidemiology
topic Colombia - epidemiología
Colombia - epidemiology
Dengue
Vacunas contra el Dengue
Dengue Vaccines
Aceptación de la Atención de Salud
Patient Acceptance of Health Care
Análisis de Regresión
Regression Analysis
Encuestas y Cuestionarios
Surveys and Questionnaires
Tailandia - epidemiología
Thailand - epidemiology
Vietnam - epidemiología
Vietnam - epidemiology
https://id.nlm.nih.gov/mesh/D003105
https://id.nlm.nih.gov/mesh/D003715
https://id.nlm.nih.gov/mesh/D053059
https://id.nlm.nih.gov/mesh/D010342
https://id.nlm.nih.gov/mesh/D012044
https://id.nlm.nih.gov/mesh/D011795
https://id.nlm.nih.gov/mesh/D013785
https://id.nlm.nih.gov/mesh/D014744
dc.subject.meshuri.none.fl_str_mv https://id.nlm.nih.gov/mesh/D003105
https://id.nlm.nih.gov/mesh/D003715
https://id.nlm.nih.gov/mesh/D053059
https://id.nlm.nih.gov/mesh/D010342
https://id.nlm.nih.gov/mesh/D012044
https://id.nlm.nih.gov/mesh/D011795
https://id.nlm.nih.gov/mesh/D013785
https://id.nlm.nih.gov/mesh/D014744
description ABSTRACT: Background: The rise in dengue fever cases and the absence of dengue vaccines will likely cause governments to consider various types of effective means for controlling the disease. Given strong public interests in potential dengue vaccines, it is essential to understand the private economic benefits of dengue vaccines for accelerated introduction of vaccines into the public sector program and private markets of high-risk countries. Methodology/Principal Findings: A contingent valuation study for a hypothetical dengue vaccine was administered to 400 households in a multi-country setting: Vietnam, Thailand, and Colombia. All respondents received a description of the hypothetical dengue vaccine scenarios of 70% or 95% effectiveness for 10 or 30 years with a three dose series. Five price points were determined after pilot tests in order to reflect different local situations such as household income levels and general perceptions towards dengue fever. We adopted either Poisson or negative binomial regression models to calculate average willingness-to-pay (WTP), as well as median WTP. We found that there is a significant demand for dengue vaccines. The parametric median WTP is $26.4 ($8.8 per dose) in Vietnam, $70.3 ($23.4 per dose) in Thailand, and $23 ($7.7 per dose) in Colombia. Our study also suggests that respondents place more value on vaccinating young children than school age children and adults. Conclusions/Significance: Knowing that dengue vaccines are not yet available, our study provides critical information to both public and private sectors. The study results can be used to ensure broad coverage with an affordable price and incorporated into cost benefit analyses, which can inform prioritization of alternative health interventions at the national level. Author Summary: Dengue is complicated. There are four serotypes of the dengue virus, and dengue infection occurs in almost all age groups. Infection with one serotype provides life-long immunity to that specific serotype but does not protect against the other three serotypes. Unlike other diseases which already have preventable vaccines developed, currently there are no commercially available vaccines for dengue fever. Even if the first vaccine becomes available, it is expected that there will be a limited number of vaccine doses available in the first few years. Due to the increase in dengue fever cases, there is already huge public and private interest in potential dengue vaccines. This study reports the household willingness-to-pay for a hypothetical dengue vaccine in three dengue endemic countries. We found that household demand is strongly related to price and income. It was also observed that more than half of the study populations are willing to pay for vaccines when price is lower than the median estimates reported here. This study may contribute to a more effective decision on dengue vaccine introduction.
publishDate 2015
dc.date.issued.none.fl_str_mv 2015
dc.date.accessioned.none.fl_str_mv 2024-04-05T20:30:27Z
dc.date.available.none.fl_str_mv 2024-04-05T20:30:27Z
dc.type.spa.fl_str_mv Artículo de investigación
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.coarversion.spa.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.driver.spa.fl_str_mv info:eu-repo/semantics/article
dc.type.version.spa.fl_str_mv info:eu-repo/semantics/publishedVersion
format http://purl.org/coar/resource_type/c_2df8fbb1
status_str publishedVersion
dc.identifier.citation.spa.fl_str_mv Lee JS, Mogasale V, Lim JK, Carabali M, Sirivichayakul C, Anh DD, Lee KS, Thiem VD, Limkittikul K, Tho le H, Velez ID, Osorio JE, Chanthavanich P, da Silva LJ, Maskery BA. A Multi-country Study of the Household Willingness-to-Pay for Dengue Vaccines: Household Surveys in Vietnam, Thailand, and Colombia. PLoS Negl Trop Dis. 2015 Jun 1;9(6):e0003810. doi: 10.1371/journal.pntd.0003810. Erratum in: PLoS Negl Trop Dis. 2015 Jun;9(6):e0003886. Erratum in: PLoS Negl Trop Dis. 2015 Sep;9(9):e0004070.
dc.identifier.issn.none.fl_str_mv 1935-2727
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/10495/38920
dc.identifier.doi.none.fl_str_mv 10.1371/journal.pntd.0003810
dc.identifier.eissn.none.fl_str_mv 1935-2735
identifier_str_mv Lee JS, Mogasale V, Lim JK, Carabali M, Sirivichayakul C, Anh DD, Lee KS, Thiem VD, Limkittikul K, Tho le H, Velez ID, Osorio JE, Chanthavanich P, da Silva LJ, Maskery BA. A Multi-country Study of the Household Willingness-to-Pay for Dengue Vaccines: Household Surveys in Vietnam, Thailand, and Colombia. PLoS Negl Trop Dis. 2015 Jun 1;9(6):e0003810. doi: 10.1371/journal.pntd.0003810. Erratum in: PLoS Negl Trop Dis. 2015 Jun;9(6):e0003886. Erratum in: PLoS Negl Trop Dis. 2015 Sep;9(9):e0004070.
1935-2727
10.1371/journal.pntd.0003810
1935-2735
url https://hdl.handle.net/10495/38920
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.ispartofjournalabbrev.spa.fl_str_mv PLoS Negl. Trop. Dis.
dc.relation.citationendpage.spa.fl_str_mv 15
dc.relation.citationissue.spa.fl_str_mv 6
dc.relation.citationstartpage.spa.fl_str_mv 1
dc.relation.citationvolume.spa.fl_str_mv 9
dc.relation.ispartofjournal.spa.fl_str_mv PLoS Neglected Tropical Diseases
dc.rights.uri.spa.fl_str_mv https://creativecommons.org/licenses/by/4.0/
dc.rights.uri.*.fl_str_mv http://creativecommons.org/licenses/by/2.5/co/
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.coar.spa.fl_str_mv http://purl.org/coar/access_right/c_abf2
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0/
http://creativecommons.org/licenses/by/2.5/co/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.extent.spa.fl_str_mv 15 páginas
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Public Library of Science
dc.publisher.place.spa.fl_str_mv San Francisco, Estados Unidos
institution Universidad de Antioquia
bitstream.url.fl_str_mv https://bibliotecadigital.udea.edu.co/bitstreams/80680e53-cab0-46e8-ab3d-4f0b6f792a50/download
https://bibliotecadigital.udea.edu.co/bitstreams/f1d56ba1-be27-47d5-b3ec-e6fcf6fbb4d3/download
https://bibliotecadigital.udea.edu.co/bitstreams/62070420-1f33-4d9e-b81c-201df4086ac1/download
https://bibliotecadigital.udea.edu.co/bitstreams/ee5ee6af-9c4e-4144-9d15-73acbe16162d/download
https://bibliotecadigital.udea.edu.co/bitstreams/e839d6ba-debd-4187-8f24-3665f1bff8e7/download
https://bibliotecadigital.udea.edu.co/bitstreams/bcd6e4b8-3b77-4803-9c75-dcced703b44c/download
https://bibliotecadigital.udea.edu.co/bitstreams/e213ce71-4ce3-4793-9a47-52af0d04b62e/download
https://bibliotecadigital.udea.edu.co/bitstreams/d70dae3f-425f-45c4-9467-28ce6b97ee0e/download
https://bibliotecadigital.udea.edu.co/bitstreams/0da8bc1f-5e18-4821-9346-3b6361120fee/download
https://bibliotecadigital.udea.edu.co/bitstreams/78742f55-4d40-45e6-a362-9623b576cfd1/download
https://bibliotecadigital.udea.edu.co/bitstreams/331ce4c1-2780-4691-a346-e7fbf453c85e/download
bitstream.checksum.fl_str_mv 07b624df7ed289211ee6d9256bad9b88
1330dfdcfc46839f2b0daf96deba3feb
7216bdafecd27bcae4bf21021f915525
1646d1f6b96dbbbc38035efc9239ac9c
8a4605be74aa9ea9d79846c1fba20a33
c2f694ae017acdee45b8cff597454864
0cfb55eed5578a4a09e024bf6e6bd87b
b49ffe65aada3ea87b883ef39c852a0e
ea660c991157dd5850445ec43673b623
9de082d7ef30ec4ec949b86399772d0b
91e2eca0aa885afc5b38a54a406803f7
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
MD5
MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositorio Institucional de la Universidad de Antioquia
repository.mail.fl_str_mv aplicacionbibliotecadigitalbiblioteca@udea.edu.co
_version_ 1851052208075833344
spelling Vélez Bernal, Iván DaríoSeok Lee, JungMogasale, VittalLim, Jacqueline K.Carabali, MabelSirivichayakul, ChukiatDuc Anh, DangSung Lee, KangDinh Thiem, VuLimkittikul, KriengsakHuu Tho, LeOsorio Benitez, Jorge EmilioChanthavanich, PornthepDa Silva, Luiz J.Maskery, Brian A.Programa de Estudio y Control de Enfermedades Tropicales (PECET)2024-04-05T20:30:27Z2024-04-05T20:30:27Z2015Lee JS, Mogasale V, Lim JK, Carabali M, Sirivichayakul C, Anh DD, Lee KS, Thiem VD, Limkittikul K, Tho le H, Velez ID, Osorio JE, Chanthavanich P, da Silva LJ, Maskery BA. A Multi-country Study of the Household Willingness-to-Pay for Dengue Vaccines: Household Surveys in Vietnam, Thailand, and Colombia. PLoS Negl Trop Dis. 2015 Jun 1;9(6):e0003810. doi: 10.1371/journal.pntd.0003810. Erratum in: PLoS Negl Trop Dis. 2015 Jun;9(6):e0003886. Erratum in: PLoS Negl Trop Dis. 2015 Sep;9(9):e0004070.1935-2727https://hdl.handle.net/10495/3892010.1371/journal.pntd.00038101935-2735ABSTRACT: Background: The rise in dengue fever cases and the absence of dengue vaccines will likely cause governments to consider various types of effective means for controlling the disease. Given strong public interests in potential dengue vaccines, it is essential to understand the private economic benefits of dengue vaccines for accelerated introduction of vaccines into the public sector program and private markets of high-risk countries. Methodology/Principal Findings: A contingent valuation study for a hypothetical dengue vaccine was administered to 400 households in a multi-country setting: Vietnam, Thailand, and Colombia. All respondents received a description of the hypothetical dengue vaccine scenarios of 70% or 95% effectiveness for 10 or 30 years with a three dose series. Five price points were determined after pilot tests in order to reflect different local situations such as household income levels and general perceptions towards dengue fever. We adopted either Poisson or negative binomial regression models to calculate average willingness-to-pay (WTP), as well as median WTP. We found that there is a significant demand for dengue vaccines. The parametric median WTP is $26.4 ($8.8 per dose) in Vietnam, $70.3 ($23.4 per dose) in Thailand, and $23 ($7.7 per dose) in Colombia. Our study also suggests that respondents place more value on vaccinating young children than school age children and adults. Conclusions/Significance: Knowing that dengue vaccines are not yet available, our study provides critical information to both public and private sectors. The study results can be used to ensure broad coverage with an affordable price and incorporated into cost benefit analyses, which can inform prioritization of alternative health interventions at the national level. Author Summary: Dengue is complicated. There are four serotypes of the dengue virus, and dengue infection occurs in almost all age groups. Infection with one serotype provides life-long immunity to that specific serotype but does not protect against the other three serotypes. Unlike other diseases which already have preventable vaccines developed, currently there are no commercially available vaccines for dengue fever. Even if the first vaccine becomes available, it is expected that there will be a limited number of vaccine doses available in the first few years. Due to the increase in dengue fever cases, there is already huge public and private interest in potential dengue vaccines. This study reports the household willingness-to-pay for a hypothetical dengue vaccine in three dengue endemic countries. We found that household demand is strongly related to price and income. It was also observed that more than half of the study populations are willing to pay for vaccines when price is lower than the median estimates reported here. This study may contribute to a more effective decision on dengue vaccine introduction.Bill & Melinda Gates foundationCOL001509915 páginasapplication/pdfengPublic Library of ScienceSan Francisco, Estados Unidoshttps://creativecommons.org/licenses/by/4.0/http://creativecommons.org/licenses/by/2.5/co/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2A Multi-country Study of the Household Willingness-to-Pay for Dengue Vaccines: Household Surveys in Vietnam, Thailand, and ColombiaArtículo de investigaciónhttp://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ARThttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionColombia - epidemiologíaColombia - epidemiologyDengueVacunas contra el DengueDengue VaccinesAceptación de la Atención de SaludPatient Acceptance of Health CareAnálisis de RegresiónRegression AnalysisEncuestas y CuestionariosSurveys and QuestionnairesTailandia - epidemiologíaThailand - epidemiologyVietnam - epidemiologíaVietnam - epidemiologyhttps://id.nlm.nih.gov/mesh/D003105https://id.nlm.nih.gov/mesh/D003715https://id.nlm.nih.gov/mesh/D053059https://id.nlm.nih.gov/mesh/D010342https://id.nlm.nih.gov/mesh/D012044https://id.nlm.nih.gov/mesh/D011795https://id.nlm.nih.gov/mesh/D013785https://id.nlm.nih.gov/mesh/D014744PLoS Negl. Trop. Dis.15619PLoS Neglected Tropical DiseasesOPP1016669RoR:0456r8d26PublicationORIGINALVelezIvan_2015_MulticountryStudyDengueVaccines.pdfVelezIvan_2015_MulticountryStudyDengueVaccines.pdfArtículo de investigaciónapplication/pdf1255942https://bibliotecadigital.udea.edu.co/bitstreams/80680e53-cab0-46e8-ab3d-4f0b6f792a50/download07b624df7ed289211ee6d9256bad9b88MD51trueAnonymousREADCorrection.pdfCorrection.pdfCorrecciónapplication/pdf120159https://bibliotecadigital.udea.edu.co/bitstreams/f1d56ba1-be27-47d5-b3ec-e6fcf6fbb4d3/download1330dfdcfc46839f2b0daf96deba3febMD54falseAnonymousREADcorrection-2.pdfcorrection-2.pdfCorrecciónapplication/pdf119731https://bibliotecadigital.udea.edu.co/bitstreams/62070420-1f33-4d9e-b81c-201df4086ac1/download7216bdafecd27bcae4bf21021f915525MD55falseAnonymousREADCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8927https://bibliotecadigital.udea.edu.co/bitstreams/ee5ee6af-9c4e-4144-9d15-73acbe16162d/download1646d1f6b96dbbbc38035efc9239ac9cMD52falseAnonymousREADLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://bibliotecadigital.udea.edu.co/bitstreams/e839d6ba-debd-4187-8f24-3665f1bff8e7/download8a4605be74aa9ea9d79846c1fba20a33MD53falseAnonymousREADTEXTVelezIvan_2015_MulticountryStudyDengueVaccines.pdf.txtVelezIvan_2015_MulticountryStudyDengueVaccines.pdf.txtExtracted texttext/plain49672https://bibliotecadigital.udea.edu.co/bitstreams/bcd6e4b8-3b77-4803-9c75-dcced703b44c/downloadc2f694ae017acdee45b8cff597454864MD56falseAnonymousREADCorrection.pdf.txtCorrection.pdf.txtExtracted texttext/plain2621https://bibliotecadigital.udea.edu.co/bitstreams/e213ce71-4ce3-4793-9a47-52af0d04b62e/download0cfb55eed5578a4a09e024bf6e6bd87bMD58falseAnonymousREADcorrection-2.pdf.txtcorrection-2.pdf.txtExtracted texttext/plain2172https://bibliotecadigital.udea.edu.co/bitstreams/d70dae3f-425f-45c4-9467-28ce6b97ee0e/downloadb49ffe65aada3ea87b883ef39c852a0eMD510falseAnonymousREADTHUMBNAILVelezIvan_2015_MulticountryStudyDengueVaccines.pdf.jpgVelezIvan_2015_MulticountryStudyDengueVaccines.pdf.jpgGenerated Thumbnailimage/jpeg15836https://bibliotecadigital.udea.edu.co/bitstreams/0da8bc1f-5e18-4821-9346-3b6361120fee/downloadea660c991157dd5850445ec43673b623MD57falseAnonymousREADCorrection.pdf.jpgCorrection.pdf.jpgGenerated Thumbnailimage/jpeg12527https://bibliotecadigital.udea.edu.co/bitstreams/78742f55-4d40-45e6-a362-9623b576cfd1/download9de082d7ef30ec4ec949b86399772d0bMD59falseAnonymousREADcorrection-2.pdf.jpgcorrection-2.pdf.jpgGenerated Thumbnailimage/jpeg11409https://bibliotecadigital.udea.edu.co/bitstreams/331ce4c1-2780-4691-a346-e7fbf453c85e/download91e2eca0aa885afc5b38a54a406803f7MD511falseAnonymousREAD10495/38920oai:bibliotecadigital.udea.edu.co:10495/389202025-03-26 18:37:56.107https://creativecommons.org/licenses/by/4.0/open.accesshttps://bibliotecadigital.udea.edu.coRepositorio Institucional de la Universidad de Antioquiaaplicacionbibliotecadigitalbiblioteca@udea.edu.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