Estructura de propiedad, origen de capital y eficiencia bancaria: evidencia para Argentina en el periodo 2010-2018

Este estudio analiza la relación entre la estructura de propiedad, el origen del capital y la eficiencia técnica de los bancos argentinos entre 2010 y 2018, utilizando la técnica no paramétrica del Análisis Envolvente de Datos (DEA) bajo un enfoque de intermediación. Se comparan dos estrategias al d...

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Autores:
Costa de Arguibel, Facundo
Witting , Carolina
Dip, Juan Antonio
Tipo de recurso:
Article of journal
Fecha de publicación:
2024
Institución:
Universidad Externado de Colombia
Repositorio:
Biblioteca Digital Universidad Externado de Colombia
Idioma:
spa
OAI Identifier:
oai:bdigital.uexternado.edu.co:001/15647
Acceso en línea:
https://bdigital.uexternado.edu.co/handle/001/15647
https://doi.org/10.18601/01245996.v26n51.08
Palabra clave:
Banking efficiency,
DEA-Bootstrap,
Ownership structure,
Argentina
Eficiencia bancaria,
DEA-Bootstrap,
Estructura de propiedad,
Argentina
Eficiência bancária,
DEA-Bootstrap,
Estrutura de propriedade,
Argentina
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openAccess
License
Facundo Costa de Arguibel, Carolina Witting , Juan Antonio Dip - 2024
id uexternad2_4a68b406656baa223995caf2642bf92d
oai_identifier_str oai:bdigital.uexternado.edu.co:001/15647
network_acronym_str uexternad2
network_name_str Biblioteca Digital Universidad Externado de Colombia
repository_id_str
dc.title.spa.fl_str_mv Estructura de propiedad, origen de capital y eficiencia bancaria: evidencia para Argentina en el periodo 2010-2018
dc.title.translated.eng.fl_str_mv Ownership Structure, Capital Origin, and Banking Efficiency: Evidence for Argentina in the Period 2010-2018
title Estructura de propiedad, origen de capital y eficiencia bancaria: evidencia para Argentina en el periodo 2010-2018
spellingShingle Estructura de propiedad, origen de capital y eficiencia bancaria: evidencia para Argentina en el periodo 2010-2018
Banking efficiency,
DEA-Bootstrap,
Ownership structure,
Argentina
Eficiencia bancaria,
DEA-Bootstrap,
Estructura de propiedad,
Argentina
Eficiência bancária,
DEA-Bootstrap,
Estrutura de propriedade,
Argentina
title_short Estructura de propiedad, origen de capital y eficiencia bancaria: evidencia para Argentina en el periodo 2010-2018
title_full Estructura de propiedad, origen de capital y eficiencia bancaria: evidencia para Argentina en el periodo 2010-2018
title_fullStr Estructura de propiedad, origen de capital y eficiencia bancaria: evidencia para Argentina en el periodo 2010-2018
title_full_unstemmed Estructura de propiedad, origen de capital y eficiencia bancaria: evidencia para Argentina en el periodo 2010-2018
title_sort Estructura de propiedad, origen de capital y eficiencia bancaria: evidencia para Argentina en el periodo 2010-2018
dc.creator.fl_str_mv Costa de Arguibel, Facundo
Witting , Carolina
Dip, Juan Antonio
dc.contributor.author.spa.fl_str_mv Costa de Arguibel, Facundo
Witting , Carolina
Dip, Juan Antonio
dc.subject.eng.fl_str_mv Banking efficiency,
DEA-Bootstrap,
Ownership structure,
Argentina
topic Banking efficiency,
DEA-Bootstrap,
Ownership structure,
Argentina
Eficiencia bancaria,
DEA-Bootstrap,
Estructura de propiedad,
Argentina
Eficiência bancária,
DEA-Bootstrap,
Estrutura de propriedade,
Argentina
dc.subject.spa.fl_str_mv Eficiencia bancaria,
DEA-Bootstrap,
Estructura de propiedad,
Argentina
Eficiência bancária,
DEA-Bootstrap,
Estrutura de propriedade,
Argentina
description Este estudio analiza la relación entre la estructura de propiedad, el origen del capital y la eficiencia técnica de los bancos argentinos entre 2010 y 2018, utilizando la técnica no paramétrica del Análisis Envolvente de Datos (DEA) bajo un enfoque de intermediación. Se comparan dos estrategias al definir insumos y productos: una variante del enfoque de intermediación y el enfoque de producción. Los resultados muestran que los bancos extranjeros en Argentina tienen ventajas competitivas sobre los locales, excepto en 2011. Además, no se encontró evidencia de que los bancos privados sean más competitivos y eficientes que los públicos. La eficiencia estimada varía según el rol asignado a los depósitos (insumo o producto).
publishDate 2024
dc.date.accessioned.none.fl_str_mv 2024-06-17T00:00:00Z
2024-06-18T09:00:31Z
dc.date.available.none.fl_str_mv 2024-06-17T00:00:00Z
2024-06-18T09:00:31Z
dc.date.issued.none.fl_str_mv 2024-06-17
dc.type.spa.fl_str_mv Artículo de revista
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dc.type.local.eng.fl_str_mv Journal article
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dc.identifier.doi.none.fl_str_mv 10.18601/01245996.v26n51.08
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dc.relation.bitstream.none.fl_str_mv https://revistas.uexternado.edu.co/index.php/ecoins/article/download/9533/15992
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dc.relation.citationendpage.none.fl_str_mv 191
dc.relation.citationissue.spa.fl_str_mv 51
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dc.relation.citationvolume.spa.fl_str_mv 26
dc.relation.ispartofjournal.spa.fl_str_mv Revista de Economía Institucional
dc.relation.references.spa.fl_str_mv Arganaraz, Á., Maçada, A., & Albanese, D. (2013). Impacto de las inversiones en TI en la eficiencia de los bancos argentinos. Revista de Administração (São Paulo), 48, 128-144.
Ariff, M., & Luc, C. (2008). Cost and profit efficiency of Chinese banks: A non-parametric analysis. China economic review, 19(2), 260-273.
Ariss, R. (2010). On the implications of market power in banking: Evidence from developing countries. Journal of banking & Finance, 34(4), 765-775.
Aristei, D., & Gallo, M. (2016). The determinants of firm–bank relationships in Italy: bank ownership type, diversification and multiple banking relationships. The European Journal of Finance, 23(15), 1512-1543.
Banker, R., Charnes, A., & Cooper, W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science, 30(9), 1078–1092.
Beck, T., Ioannidou, V., & Schäfer, L. (2018). Foreigners vs. natives: Bank lending technologies and loan pricing. Management Science, 64(8), 3792-3820.
Berger, A. (2007). International comparisons of banking efficiency. Financial Markets, Institutions & Instruments, 16(3), 119-144.
Berger, A., & Humphrey, D. (1997). Efficiency of financial institutions: International survey and directions for future research. European journal of operational research, 98(2), 175-212.
Berger, A., DeYoung, R., Genay, H., & Udell, G. (2000). Globalization of financial institutions: Evidence from cross-border banking performance. Brookings-Wharton papers on financial services, 2000(1), 23-120.
Boďa, M., & Piklová, Z. (2018). The production or intermediation approach?: It matters. In Contemporary Trends and Challenges in Finance Springer, Cham., 111-120.
Burki, A., & Niazi, G. (2010). Impact of financial reforms on efficiency of state-owned, private and foreign banks in Pakistan. Applied Economics, 42(24),, 3147-3160.
Charles, V., Peretto, C., & Gherman, T. (2016). Technical efficiency analytics for the public banks in Argentina. ICPE Public Enterprise Half-Yearly Journal, 22(1), 118-139.
Charnes, A., Cooper , W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2, 429–444.
Charnes, A., Cooper, W., & Rhodes, E. (1981). Evaluating program and managerial efficiency: An application of data envelopment analysis to program follow through. Management Science, 27(6), 668–697.
Daraio, C., & Simar, L. (2007). Advanced robust and nonparametric methods in efficiency analysis: Methodology and applications. Springer Science & Business Media.
Diler, M. (2011). Efficiency, productivity and risk analysis in Turkish banks: A bootstrap DEA approach. BDDK Bankacılık ve Finansal Piyasalar Dergisi, 5(2), 71-133.
Drake, L., Hall, M., & Simper, R. (2009). Bank modelling methodologies: A comparative non-parametric analysis of efficiency in the Japanese banking sector. Journal of International Financial Markets, Institutions and Money, 19(1), 1-15.
Dyson, R., Allen, R., Camanho, A., & Podinovsk. (2001). Pitfalls and protocols in dea. European Journal of operational research, 132(2), 245–259.
Farrell, M. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society, 120(3), 253–290.
Ferro, G., León, S., Romero, C., & Wilson, D. (2013). Eficiencia del sistema bancario argentino (2005-2011). Anales XLVIII Reunión Anual de lAsociación Argentina de Economía Política. Universidad Nacional de Rosario, Rosario, Argentina. Disponible en: https://bd.aaep.org.ar/anales/works/works2013/ferro_leon.pdf.
Fethi, M., Shaban, M., & Weyman-Jones, T. (2011). Liberalisation, privatization and the productivity of Egyptian banks: a non-parametric approach. The Service Industries Journal, 31(7), 1143-1163.
Hartmann, P., Straetmans, S., & De Vries, C. (2005). Banking system stability: A cross-atlantic perspective. Working Paper 11698, National Bureau of Economic Research, October 2005. Disponible en: http://www.nber.org/papers/w11698.
Havrylchyk, O. (2006). Efficiency of the Polish banking industry: Foreign versus domestic banks. Journal of Banking & Finance, 30(7), 1975-1996.
Kamarudin, F., Nordin, B., & Muhammad, J. (2014). Cost, revenue and profit efficiency of Islamic and conventional banking sector: Empirical evidence from Gulf Cooperative Council countries. Global Business Review, 15(1), 1-24.
Kumar, S., & Gulati, R. (2014). A survey of empirical literature on bank efficiency. In Deregulation and Efficiency of Indian Banks. Springer, New Delhi., 119-165.
Kyj, L., & Isik, I. (2008). Bank x-efficiency in Ukraine: An analysis of service characteristics and ownership. Journal of economics and business, 60(4), 369-393.
Levine, R. (2002). Bank-based or market-based financial systems: Which is better? Journal of Financial Intermediation, 11., 398-428.
Liendo, H., & Sturzenegger, F. (2020). A Practitioner’s Guide to Efficiency and Competition Policies in Banking-Based on Argentina’s experience 2015-2019. Documento de trabajo 142, Universidad de San Andrés. Disponible en: https://webacademicos.udesa.edu.ar/pub/econ/doc142.pdf.
Martinez Peria, M., Cull, R., & Verrier, J. (2017). Bank Ownership: Trends and Implications. (No. 2017/060). International Monetary Fund.
Papanikolaou, N., & Delis, M. (2009). Determinants of bank efficiency: Evidence from a semi-parametric methodology. Managerial Finance, 35(3), 260-275.
Pastor, J. T. (1996). Translation invariance in data envelopment analysis: A generalization. Annals of Operations Research, 66(2), 91–102.
Peretto, C. B. (2016). Evaluación de eficiencia y productividad del sistema bancario. El caso de las Entidades bancarias de la República Argentina en la década del 2001-2010. Disponible en: http://hdl.handle.net/11086/4429.
Peretto, C., Martínez, F., & Alberto, C. (2022). Análisis de los factores que determinan la eficiencia de los bancos en Argentina. Un análisis DEA en dos etapas. Contaduría y administración, 67(1), 16.
Seffino, M. D. (2018). Análisis de eficiencia bancaria en Argentina [Tesis de maestría no publicada]. Universidad Nacional del Sur. Disponible en: http://repositoriodigital.uns.edu.ar/handle/123456789/4621.
Seffino, M., & Maldonado, D. H. (2016). Eficiencia bancaria en Argentina. Comportamiento de los bancos entre 2005 y 2013. Estudios Gerenciales, 32(138), 44-50.
Seffino, M., & Hoyos Maldonado, D. (2021). Eficiencia en entidades bancarias. El caso argentino 2004 – 2016. Económica, vol. 67.
Simar, L., & Wilson, P. (1998). Sensitivity analysis of efficiency scores: How to bootstrap in nonparametric frontier models. Management science, 44(1), 49–61.
Simar, L., & Wilson, P. (2000). A general methodology for bootstrapping in nonparametric frontier models. Journal of Applied Statistics, 27(6), 779–802.
Staub, R., e Souza, G., & Tabak, B. (2010). Evolution of bank efficiency in Brazil: A DEA approach. European journal of operational research, 202(1), 204-213.
Sufian, F., Kamarudin, F., & Nassir, A. (2016). Determinants of efficiency in the Malaysian banking sector: Does bank origins matter? Intellectual Economics, 10(1), 38-54.
Titko, J., Stankevičienė, J., & Lāce, N. (2014). Measuring bank efficiency: DEA application. Technological and economic development of economy, 20(4), 739-757.
Tortosa-Ausina, E. (2002). Bank cost efficiency and output specification. Journal of Productivity Analysis, 18, 199-222.
Tortosa-Ausina, E., Grifell-Tatjé, E., & Armero, C. (2008). Sensitivity analysis of efficiency and Malmquist productivity indices: An application to Spanish savings banks. European Journal of Operational Research, 184(3), 1062-1084.
Ybarra, J. P. (2016). Eficiencia y productividad en la industria bancaria de Argentina [Tesis de maestría no publicada]. Universidad de San Andrés. Disponible en: http://hdl.handle.net/10908/12010.
dc.rights.spa.fl_str_mv Facundo Costa de Arguibel, Carolina Witting , Juan Antonio Dip - 2024
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spelling Costa de Arguibel, FacundoWitting , CarolinaDip, Juan Antonio2024-06-17T00:00:00Z2024-06-18T09:00:31Z2024-06-17T00:00:00Z2024-06-18T09:00:31Z2024-06-17Este estudio analiza la relación entre la estructura de propiedad, el origen del capital y la eficiencia técnica de los bancos argentinos entre 2010 y 2018, utilizando la técnica no paramétrica del Análisis Envolvente de Datos (DEA) bajo un enfoque de intermediación. Se comparan dos estrategias al definir insumos y productos: una variante del enfoque de intermediación y el enfoque de producción. Los resultados muestran que los bancos extranjeros en Argentina tienen ventajas competitivas sobre los locales, excepto en 2011. Además, no se encontró evidencia de que los bancos privados sean más competitivos y eficientes que los públicos. La eficiencia estimada varía según el rol asignado a los depósitos (insumo o producto).This study examines the relationship between ownership structure, capital origin, and technical efficiency of Argentinian banks from 2010 to 2018 using the non-parametric Data Envelopment Analysis (DEA) under an intermediation approach. Two strategies were used to define inputs and outputs: a variant of the intermediation approach and a production approach. Results show that foreign banks in Argentina have competitive advantages over local banks, except in 2011. Additionally, private banks were not found to be more competitive or efficient than public ones. Efficiency estimates varied based on the role assigned to deposits (input or output).application/pdf10.18601/01245996.v26n51.082346-24500124-5996https://bdigital.uexternado.edu.co/handle/001/15647https://doi.org/10.18601/01245996.v26n51.08spaUniversidad Externado de Colombiahttps://revistas.uexternado.edu.co/index.php/ecoins/article/download/9533/15992Núm. 51 , Año 2024 : Julio-Diciembre1915116526Revista de Economía InstitucionalArganaraz, Á., Maçada, A., & Albanese, D. (2013). Impacto de las inversiones en TI en la eficiencia de los bancos argentinos. Revista de Administração (São Paulo), 48, 128-144.Ariff, M., & Luc, C. (2008). Cost and profit efficiency of Chinese banks: A non-parametric analysis. China economic review, 19(2), 260-273.Ariss, R. (2010). On the implications of market power in banking: Evidence from developing countries. Journal of banking & Finance, 34(4), 765-775.Aristei, D., & Gallo, M. (2016). The determinants of firm–bank relationships in Italy: bank ownership type, diversification and multiple banking relationships. The European Journal of Finance, 23(15), 1512-1543.Banker, R., Charnes, A., & Cooper, W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science, 30(9), 1078–1092.Beck, T., Ioannidou, V., & Schäfer, L. (2018). Foreigners vs. natives: Bank lending technologies and loan pricing. Management Science, 64(8), 3792-3820.Berger, A. (2007). International comparisons of banking efficiency. Financial Markets, Institutions & Instruments, 16(3), 119-144.Berger, A., & Humphrey, D. (1997). Efficiency of financial institutions: International survey and directions for future research. European journal of operational research, 98(2), 175-212.Berger, A., DeYoung, R., Genay, H., & Udell, G. (2000). Globalization of financial institutions: Evidence from cross-border banking performance. Brookings-Wharton papers on financial services, 2000(1), 23-120.Boďa, M., & Piklová, Z. (2018). The production or intermediation approach?: It matters. In Contemporary Trends and Challenges in Finance Springer, Cham., 111-120.Burki, A., & Niazi, G. (2010). Impact of financial reforms on efficiency of state-owned, private and foreign banks in Pakistan. Applied Economics, 42(24),, 3147-3160.Charles, V., Peretto, C., & Gherman, T. (2016). Technical efficiency analytics for the public banks in Argentina. ICPE Public Enterprise Half-Yearly Journal, 22(1), 118-139.Charnes, A., Cooper , W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2, 429–444.Charnes, A., Cooper, W., & Rhodes, E. (1981). Evaluating program and managerial efficiency: An application of data envelopment analysis to program follow through. Management Science, 27(6), 668–697.Daraio, C., & Simar, L. (2007). Advanced robust and nonparametric methods in efficiency analysis: Methodology and applications. Springer Science & Business Media.Diler, M. (2011). Efficiency, productivity and risk analysis in Turkish banks: A bootstrap DEA approach. BDDK Bankacılık ve Finansal Piyasalar Dergisi, 5(2), 71-133.Drake, L., Hall, M., & Simper, R. (2009). Bank modelling methodologies: A comparative non-parametric analysis of efficiency in the Japanese banking sector. Journal of International Financial Markets, Institutions and Money, 19(1), 1-15.Dyson, R., Allen, R., Camanho, A., & Podinovsk. (2001). Pitfalls and protocols in dea. European Journal of operational research, 132(2), 245–259.Farrell, M. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society, 120(3), 253–290.Ferro, G., León, S., Romero, C., & Wilson, D. (2013). Eficiencia del sistema bancario argentino (2005-2011). Anales XLVIII Reunión Anual de lAsociación Argentina de Economía Política. Universidad Nacional de Rosario, Rosario, Argentina. Disponible en: https://bd.aaep.org.ar/anales/works/works2013/ferro_leon.pdf.Fethi, M., Shaban, M., & Weyman-Jones, T. (2011). Liberalisation, privatization and the productivity of Egyptian banks: a non-parametric approach. The Service Industries Journal, 31(7), 1143-1163.Hartmann, P., Straetmans, S., & De Vries, C. (2005). Banking system stability: A cross-atlantic perspective. Working Paper 11698, National Bureau of Economic Research, October 2005. Disponible en: http://www.nber.org/papers/w11698.Havrylchyk, O. (2006). Efficiency of the Polish banking industry: Foreign versus domestic banks. Journal of Banking & Finance, 30(7), 1975-1996.Kamarudin, F., Nordin, B., & Muhammad, J. (2014). Cost, revenue and profit efficiency of Islamic and conventional banking sector: Empirical evidence from Gulf Cooperative Council countries. Global Business Review, 15(1), 1-24.Kumar, S., & Gulati, R. (2014). A survey of empirical literature on bank efficiency. In Deregulation and Efficiency of Indian Banks. Springer, New Delhi., 119-165.Kyj, L., & Isik, I. (2008). Bank x-efficiency in Ukraine: An analysis of service characteristics and ownership. Journal of economics and business, 60(4), 369-393.Levine, R. (2002). Bank-based or market-based financial systems: Which is better? Journal of Financial Intermediation, 11., 398-428.Liendo, H., & Sturzenegger, F. (2020). A Practitioner’s Guide to Efficiency and Competition Policies in Banking-Based on Argentina’s experience 2015-2019. Documento de trabajo 142, Universidad de San Andrés. Disponible en: https://webacademicos.udesa.edu.ar/pub/econ/doc142.pdf.Martinez Peria, M., Cull, R., & Verrier, J. (2017). Bank Ownership: Trends and Implications. (No. 2017/060). International Monetary Fund.Papanikolaou, N., & Delis, M. (2009). Determinants of bank efficiency: Evidence from a semi-parametric methodology. Managerial Finance, 35(3), 260-275.Pastor, J. T. (1996). Translation invariance in data envelopment analysis: A generalization. Annals of Operations Research, 66(2), 91–102.Peretto, C. B. (2016). Evaluación de eficiencia y productividad del sistema bancario. El caso de las Entidades bancarias de la República Argentina en la década del 2001-2010. Disponible en: http://hdl.handle.net/11086/4429.Peretto, C., Martínez, F., & Alberto, C. (2022). Análisis de los factores que determinan la eficiencia de los bancos en Argentina. Un análisis DEA en dos etapas. Contaduría y administración, 67(1), 16.Seffino, M. D. (2018). Análisis de eficiencia bancaria en Argentina [Tesis de maestría no publicada]. Universidad Nacional del Sur. Disponible en: http://repositoriodigital.uns.edu.ar/handle/123456789/4621.Seffino, M., & Maldonado, D. H. (2016). Eficiencia bancaria en Argentina. Comportamiento de los bancos entre 2005 y 2013. Estudios Gerenciales, 32(138), 44-50.Seffino, M., & Hoyos Maldonado, D. (2021). Eficiencia en entidades bancarias. El caso argentino 2004 – 2016. Económica, vol. 67.Simar, L., & Wilson, P. (1998). Sensitivity analysis of efficiency scores: How to bootstrap in nonparametric frontier models. Management science, 44(1), 49–61.Simar, L., & Wilson, P. (2000). A general methodology for bootstrapping in nonparametric frontier models. Journal of Applied Statistics, 27(6), 779–802.Staub, R., e Souza, G., & Tabak, B. (2010). Evolution of bank efficiency in Brazil: A DEA approach. European journal of operational research, 202(1), 204-213.Sufian, F., Kamarudin, F., & Nassir, A. (2016). Determinants of efficiency in the Malaysian banking sector: Does bank origins matter? Intellectual Economics, 10(1), 38-54.Titko, J., Stankevičienė, J., & Lāce, N. (2014). Measuring bank efficiency: DEA application. Technological and economic development of economy, 20(4), 739-757.Tortosa-Ausina, E. (2002). Bank cost efficiency and output specification. Journal of Productivity Analysis, 18, 199-222.Tortosa-Ausina, E., Grifell-Tatjé, E., & Armero, C. (2008). Sensitivity analysis of efficiency and Malmquist productivity indices: An application to Spanish savings banks. European Journal of Operational Research, 184(3), 1062-1084.Ybarra, J. P. (2016). Eficiencia y productividad en la industria bancaria de Argentina [Tesis de maestría no publicada]. Universidad de San Andrés. Disponible en: http://hdl.handle.net/10908/12010.Facundo Costa de Arguibel, Carolina Witting , Juan Antonio Dip - 2024info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Esta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial-CompartirIgual 4.0.http://creativecommons.org/licenses/by-nc-sa/4.0https://revistas.uexternado.edu.co/index.php/ecoins/article/view/9533Banking efficiency,DEA-Bootstrap,Ownership structure,ArgentinaEficiencia bancaria,DEA-Bootstrap,Estructura de propiedad,ArgentinaEficiência bancária,DEA-Bootstrap,Estrutura de propriedade,ArgentinaEstructura de propiedad, origen de capital y eficiencia bancaria: evidencia para Argentina en el periodo 2010-2018Ownership Structure, Capital Origin, and Banking Efficiency: Evidence for Argentina in the Period 2010-2018Artículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Textinfo:eu-repo/semantics/articleJournal articlehttp://purl.org/redcol/resource_type/ARTREFinfo:eu-repo/semantics/publishedVersionPublicationOREORE.xmltext/xml2707https://bdigital.uexternado.edu.co/bitstreams/1c683efc-212d-4cff-9fd1-9532574cdf6f/downloada026a13e985e839d235dae110b56a133MD51001/15647oai:bdigital.uexternado.edu.co:001/156472024-06-18 04:00:32.01http://creativecommons.org/licenses/by-nc-sa/4.0Facundo Costa de Arguibel, Carolina Witting , Juan Antonio Dip - 2024https://bdigital.uexternado.edu.coUniversidad Externado de Colombiametabiblioteca@metabiblioteca.org

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