Revisando el nexo entre la inflación y el crecimiento en Bangladesh: una cointegración asimétrica basada en un enfoque ARDL no lineal

El alto crecimiento económico sostenible es el principal objetivo de un país. Considerando que la inflación es uno de los factores críticos que afectan el desarrollo económico. El nexo crecimiento-inflación es uno de los temas más controvertidos en el mundo actual. Este estudio vuelve a investigar e...

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Autores:
Akter-Hossain, Mohammed
Acet, Hakan
Ahmed, Zobayer
Majumder, Alauddin
Tipo de recurso:
Article of investigation
Fecha de publicación:
2021
Institución:
Universidad Católica de Colombia
Repositorio:
RIUCaC - Repositorio U. Católica
Idioma:
eng
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oai:repository.ucatolica.edu.co:10983/29455
Acceso en línea:
https://hdl.handle.net/10983/29455
https://doi.org/10.14718/revfinanzpolitecon.v13.n2.2021.5
Palabra clave:
asymmetric co-integration
Bangladesh
economic growth
inflation
Non-linear Autoregressive Distributed Lagged (NARDL) Model
Cointegración asimétrica
Bangladesh
Crecimiento económico
Inflación
Modelo de distribución rezagada no lineal autorregresivo (NARDL)
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openAccess
License
Zobayer Ahmed - 2021
id UCATOLICA2_802a750a8ef83763964aaa661d48ff02
oai_identifier_str oai:repository.ucatolica.edu.co:10983/29455
network_acronym_str UCATOLICA2
network_name_str RIUCaC - Repositorio U. Católica
repository_id_str
dc.title.spa.fl_str_mv Revisando el nexo entre la inflación y el crecimiento en Bangladesh: una cointegración asimétrica basada en un enfoque ARDL no lineal
dc.title.translated.eng.fl_str_mv Revisiting inflation and growth nexus in Bangladesh: an asymmetric cointegration based on non-linear ARDL approach
title Revisando el nexo entre la inflación y el crecimiento en Bangladesh: una cointegración asimétrica basada en un enfoque ARDL no lineal
spellingShingle Revisando el nexo entre la inflación y el crecimiento en Bangladesh: una cointegración asimétrica basada en un enfoque ARDL no lineal
asymmetric co-integration
Bangladesh
economic growth
inflation
Non-linear Autoregressive Distributed Lagged (NARDL) Model
Cointegración asimétrica
Bangladesh
Crecimiento económico
Inflación
Modelo de distribución rezagada no lineal autorregresivo (NARDL)
title_short Revisando el nexo entre la inflación y el crecimiento en Bangladesh: una cointegración asimétrica basada en un enfoque ARDL no lineal
title_full Revisando el nexo entre la inflación y el crecimiento en Bangladesh: una cointegración asimétrica basada en un enfoque ARDL no lineal
title_fullStr Revisando el nexo entre la inflación y el crecimiento en Bangladesh: una cointegración asimétrica basada en un enfoque ARDL no lineal
title_full_unstemmed Revisando el nexo entre la inflación y el crecimiento en Bangladesh: una cointegración asimétrica basada en un enfoque ARDL no lineal
title_sort Revisando el nexo entre la inflación y el crecimiento en Bangladesh: una cointegración asimétrica basada en un enfoque ARDL no lineal
dc.creator.fl_str_mv Akter-Hossain, Mohammed
Acet, Hakan
Ahmed, Zobayer
Majumder, Alauddin
dc.contributor.author.spa.fl_str_mv Akter-Hossain, Mohammed
Acet, Hakan
Ahmed, Zobayer
Majumder, Alauddin
dc.subject.eng.fl_str_mv asymmetric co-integration
Bangladesh
economic growth
inflation
Non-linear Autoregressive Distributed Lagged (NARDL) Model
topic asymmetric co-integration
Bangladesh
economic growth
inflation
Non-linear Autoregressive Distributed Lagged (NARDL) Model
Cointegración asimétrica
Bangladesh
Crecimiento económico
Inflación
Modelo de distribución rezagada no lineal autorregresivo (NARDL)
dc.subject.spa.fl_str_mv Cointegración asimétrica
Bangladesh
Crecimiento económico
Inflación
Modelo de distribución rezagada no lineal autorregresivo (NARDL)
description El alto crecimiento económico sostenible es el principal objetivo de un país. Considerando que la inflación es uno de los factores críticos que afectan el desarrollo económico. El nexo crecimiento-inflación es uno de los temas más controvertidos en el mundo actual. Este estudio vuelve a investigar el vínculo entre la inflación y el desarrollo económico de Bangladesh mediante el empleo de un enfoque no lineal autorregresivo distribuido rezagado (NARDL). Para este estudio, utilizamos un conjunto de datos de series de tiempo anuales sobre la tasa de crecimiento del producto interno bruto per cápita y la tasa de inflación para el rango de tiempo de 1986 a 2017. El resultado de cointegración asimétrica basado en el enfoque NARDL muestra la confirmación de ejecutar la integración entre la tasa de crecimiento del PIB y la tasa de inflación (IPC). El estudio encuentra un nexo positivo y sólido entre la tasa de crecimiento y la tasa de inflación. La relación existe tanto a largo como a corto plazo. Los resultados también son estadísticamente significativos. Este estudio explora además que existe una relación asimétrica entre la tasa de inflación y la tasa de crecimiento económico. El enfoque ARDL no lineal muestra que la tasa de crecimiento del PIB responde más con un cambio ascendente en la inflación que con un cambio descendente.
publishDate 2021
dc.date.accessioned.none.fl_str_mv 2021-09-08 00:00:00
2023-01-23T16:16:14Z
dc.date.available.none.fl_str_mv 2021-09-08 00:00:00
2023-01-23T16:16:14Z
dc.date.issued.none.fl_str_mv 2021-09-08
dc.type.spa.fl_str_mv Artículo de revista
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dc.relation.references.eng.fl_str_mv Abdlaziz, R. A., Rahim, K. A., & Adamu, P. (2016). Oil and Food Prices Cointegration Nexus for Indonesia: A Nonlinear Autoregressive Distributed Lag Analysis. International Journal of Energy Economics and Policy, 6(61), 82–87. Retrieved from http:%5Cnwww.econjournals.com
Ahmed, S. (2005). Inflation and Economic Growth in Bangladesh : 1981-2005 Policy Analysis Unit * ( PAU ) Working Paper Series : WP 0604 Inflation and Economic Growth in Bangladesh : 1981-2005, (December).
Ahmed, S., & Mortaza, M. (2010). Inflation and economic growth in Bangladesh: 1981-2005. Retrieved from https://ideas.repec.org/p/ess/wpaper/id3033.html
AYDIN, C. 2017. The inflation-growth nexus: A dynamic panel threshold analysis for D-8 countries. Romanian Journal of Economic Forecasting, 20, 134-151.
Ayyoub, M., Chaudhry, I. S., & Farooq, F. (2011). Does Inflation Affect Economic Growth? The case of Pakistan. Pakistan Journal of Social Sciences (PJSS), 31(1), 51–64. Retrieved from http://www.bzu.edu.pk/PJSS/Vol31No12011/Final_PJSS-31-1-05.pdf
Barcola, M. & Kebalo, L. (2018). Inflation-growth nexus and regional integration in West Africa. Journal of Economics and Development Studies, 6, 54-66. https://doi.org/10.2139/ssrn.3280476
Chimobi, O. P. (2010). Inflation and Economic Growth in Nigeria, 3(2), 159–166. https://doi.org/10.3386/w5326
Dickey, D., association, W. F. the A. statistical, & 1979, undefined. (n.d.). Distribution of the estimators for autoregressive time series with a unit root. Taylor & Francis. Retrieved from https://www.tandfonline.com/doi/abs/10.1080/01621459.1979.10482531
Dufrénot, G., & Mignon, V. (2002). Recent Developments in Nonlinear Cointegration with Applications to Macroeconomics and Finance. Boston, MA: Springer US. https://doi.org/10.1007/978-1-4757-3615-1
Econometrics, M. O.-S. in E. and, (2007), undefined. (n.d.). A modelling of Ghana's inflation experience: 1960-2003. Ingentaconnect.Com. Retrieved from https://www.ingentaconnect.com/content/sabinet/bersee/2007/00000031/00000001/art00006
Enders, W. (2008). Applied econometric time series. Retrieved from https://scholar.google.ca/scholar?hl=en&as_sdt=0,5&q=Enders,+Walter.+Applied+Econometric+Time+Series.+Hoboken:+Wiley,+2015.+Print.&btnG&pli=1
Feldstein, M. (1980). Inflation, tax rules, and investment: Some econometric evidence. https://doi.org/10.3386/w0577
Fischer, S., Economics, F. M.-R. of W., & (1978), undefined. (n.d.). Towards an understanding of the real effects and costs of inflation. Springer. Retrieved from https://link.springer.com/article/10.1007/BF02696381
Fountas, S. (2001). The relationship between inflation and inflation uncertainty in the UK: 1885-1998. Economics Letters, 74(1), 77–83. https://doi.org/10.1016/S0165-1765(01)00522-5
Gregorio, J. (1999). Inflation, growth, and central banks: theory and evidence. Retrieved from https://elibrary.worldbank.org/doi/abs/10.1596/1813-9450-1575
Gujarati, D. N. (2009). Basic econometrics. Tata McGraw-Hill Education.
Ibrahim, M. H. (2015). Oil and food prices in Malaysia: a nonlinear ARDL analysis. Agricultural and Food Economics, 3(1). https://doi.org/10.1186/s40100-014-0020-3
Khan, M., papers, A. S.-I. S., & 2001, undefined. (n.d.). Threshold effects in the relationship between inflation and growth. Springer. Retrieved from https://link.springer.com/article/10.2307/4621658
MacKinnon, J. (1991). Critical Values for Co-integration Tests." In RF Engle and CWJ Granger (Eds.), Long-Run Economic Relationships. Oxford: Oxford Univ. Press.
Madurapperuma, W. (2016). Impact of inflation on economic growth in Sri Lanka. Journal of World Economic Research, 5, 1-7. https://doi.org/10.11648/j.jwer.20160501.11
Mahmud. (1997). Growth or Stagnation? - A Review of Bangladesh's Development 1996 | The University Press Limited (p. 513). Dhaka,Bangladesh: Centre For Policy Dialogue (CPD). https://doi.org/978 984 05 1388 8
Mallik, G., Chowdhury, A., & Wai, T. (2001). Inflation And Economic Growth : Evidence From Four South Asian Countries, Asia-Pacific Development Journal 8(1), 123–135.
Mallik, G., Journal, A. C.-A.-P. D., & 2001, U. (n.d.). Inflation and economic growth: evidence from four south Asian countries. Academia.Edu. Retrieved from http://www.academia.edu/download/44781745/Inflation_and_economic_growth_evidence_f20160415-28548-oejbvn.pdf
Mamo, F. T. (2012). Economic Growth and Inflation A panel data analysis. Economics, 1–44.
Mubarik, Y., & Riazuddin, R. (2005). Inflation and growth: An estimate of the threshold level of inflation in Pakistan. Retrieved from http://www.sbp.org.pk/research/bulletin/2005/Article-3.pdf
Mundell, R. A. (1965). Growth, Stability, and Inflationary Finance. Journal of Political Economy, 73(2), 97–109. https://doi.org/10.1086/258999
Munir, Q., Mansur, K., & Furuoka, F. (2009). Inflation and Economic Growth in Malaysia — A Threshold Regression Approach. ASEAN Economic Bulletin, 26(2),180. https://doi.org/10.1355/ae26-2d
Omay, T., Van Eyden, R. & Gupta, R. (2018). Inflation–growth nexus: evidence from a pooled CCE multiple-regime panel smooth transition model. Empirical Economics, 54, 913-944.
Paul, S., Kearney, C., Economics, K. C.-A., & (1997), undefined. (n.d.). Inflation and economic growth: a multi-country empirical analysis. Taylor & Francis. Retrieved from https://www.tandfonline.com/doi/abs/10.1080/00036849700000029
Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289–326. https://doi.org/10.1002/jae.616
Phillips, P., Biometrika, P. P.-, & (1988), undefined. (n.d.). Testing for a unit root in time series regression. Academic.Oup.Com. Retrieved from https://academic.oup.com/biomet/article-abstract/75/2/335/292919
Research, M. M.-J. of W. E., & (2016), U. (n.d.). Impact of inflation on economic growth in Sri Lanka. Researchgate.Net. Retrieved from https://www.researchgate.net/profile/Wasanthi_Madurapperuma/publication/304771434_Impact_of_Inflation_on_Economic_Growth_in_Sri_Lanka/links/577a09d108ae1b18a7e6275a.pdf
Sarel, M. (1996). Nonlinear Effects of Inflation on Economic Growth. Staff Papers - International Monetary Fund, 43(1), 199. https://doi.org/10.2307/3867357
Shin, Y., Yu, B., & Greenwood-Nimmo, M. (2014). Modelling Asymmetric Cointegration and Dynamic Multipliers in a Nonlinear ARDL Framework. Festschrift in Honor of Peter Schmidt, 281–314. https://doi.org/10.1007/978-1-4899-8008-3_9
Society, J. T.-E. J. of the E., & (1965), Money and economic growth. JSTOR. Retrieved from https://www.jstor.org/stable/1910352
Sweidan, O. D. (2004). Does inflation harm economic growth in Jordan? An econometric analysis for the period 1970-2000. International Journal of Applied Econometrics and Quantitative Studies, 1(February 2004), 41–66. https://doi.org/10.1109/MSPEC.2004.1265112
dc.rights.eng.fl_str_mv Zobayer Ahmed - 2021
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spelling Akter-Hossain, Mohammed538b2ab2-f737-4ba0-82b1-1a632b0185bbAcet, Hakan69296dd2-bf5f-4165-aabe-58f6101a8f42300Ahmed, Zobayere01d7621-a6c4-4967-a2e8-ade5c88c793a300Majumder, Alauddin134de6a9-c71c-4f4f-91bc-8bd8301008593002021-09-08 00:00:002023-01-23T16:16:14Z2021-09-08 00:00:002023-01-23T16:16:14Z2021-09-08El alto crecimiento económico sostenible es el principal objetivo de un país. Considerando que la inflación es uno de los factores críticos que afectan el desarrollo económico. El nexo crecimiento-inflación es uno de los temas más controvertidos en el mundo actual. Este estudio vuelve a investigar el vínculo entre la inflación y el desarrollo económico de Bangladesh mediante el empleo de un enfoque no lineal autorregresivo distribuido rezagado (NARDL). Para este estudio, utilizamos un conjunto de datos de series de tiempo anuales sobre la tasa de crecimiento del producto interno bruto per cápita y la tasa de inflación para el rango de tiempo de 1986 a 2017. El resultado de cointegración asimétrica basado en el enfoque NARDL muestra la confirmación de ejecutar la integración entre la tasa de crecimiento del PIB y la tasa de inflación (IPC). El estudio encuentra un nexo positivo y sólido entre la tasa de crecimiento y la tasa de inflación. La relación existe tanto a largo como a corto plazo. Los resultados también son estadísticamente significativos. Este estudio explora además que existe una relación asimétrica entre la tasa de inflación y la tasa de crecimiento económico. El enfoque ARDL no lineal muestra que la tasa de crecimiento del PIB responde más con un cambio ascendente en la inflación que con un cambio descendente.Sustainable high economic growth is the major objective of a country. Whereas inflation is one of the critical factors that affect economic development. Growth-inflation nexus is one of the most controversial topics in this present world. This study re-investigates the link between inflation and the economic development of Bangladesh by employing a non-linear autoregressive distributed lagged (NARDL) approach. For this study, we use annual time series data set on the growth rate of per capita gross domestic product, and the inflation rate for the time range from 1986 to 2017. The asymmetric cointegration result based on the NARDL approach shows the confirmation of long-run integration between the GDP growth rate and inflation rate (CPI). The study finds a positive and robust nexus between growth rate and inflation rate. The relationship exists both in the long-run as well as in the short-run. The results also have statistically significant. This study further explores that there is an asymmetric relationship between the rate of inflation and the rate of economic growth. The nonlinear ARDL approach shows that the GDP growth rate responds more with an upward change in inflation than that of a downward change. Furthermore, in the short-run, the positive change in inflations has a significant and positive influence on the growth rate. Still, the influence of an adverse change in inflations has statistically insignificant. Both the policymakers of Bangladesh (Bangladesh Bank) and development partners working in the country can be benefited from these results in the context of policy implementation. This study recommends that to boosting up the economic growth in the context of Bangladesh, the inflation rate can be treated as a significant determination.text/htmlapplication/pdftext/xml10.14718/revfinanzpolitecon.v13.n2.2021.52011-76632248-6046https://hdl.handle.net/10983/29455https://doi.org/10.14718/revfinanzpolitecon.v13.n2.2021.5engUniversidad Católica de Colombiahttps://revfinypolecon.ucatolica.edu.co/article/download/3914/4014https://revfinypolecon.ucatolica.edu.co/article/download/3914/3919https://revfinypolecon.ucatolica.edu.co/article/download/3914/4249Núm. 2 , Año 2021 : Vol. 13 Núm. 2 (2021)402237113Revista Finanzas y Política EconómicaAbdlaziz, R. A., Rahim, K. A., & Adamu, P. (2016). Oil and Food Prices Cointegration Nexus for Indonesia: A Nonlinear Autoregressive Distributed Lag Analysis. International Journal of Energy Economics and Policy, 6(61), 82–87. Retrieved from http:%5Cnwww.econjournals.comAhmed, S. (2005). Inflation and Economic Growth in Bangladesh : 1981-2005 Policy Analysis Unit * ( PAU ) Working Paper Series : WP 0604 Inflation and Economic Growth in Bangladesh : 1981-2005, (December).Ahmed, S., & Mortaza, M. (2010). Inflation and economic growth in Bangladesh: 1981-2005. Retrieved from https://ideas.repec.org/p/ess/wpaper/id3033.htmlAYDIN, C. 2017. The inflation-growth nexus: A dynamic panel threshold analysis for D-8 countries. Romanian Journal of Economic Forecasting, 20, 134-151.Ayyoub, M., Chaudhry, I. S., & Farooq, F. (2011). Does Inflation Affect Economic Growth? The case of Pakistan. Pakistan Journal of Social Sciences (PJSS), 31(1), 51–64. Retrieved from http://www.bzu.edu.pk/PJSS/Vol31No12011/Final_PJSS-31-1-05.pdfBarcola, M. & Kebalo, L. (2018). Inflation-growth nexus and regional integration in West Africa. Journal of Economics and Development Studies, 6, 54-66. https://doi.org/10.2139/ssrn.3280476Chimobi, O. P. (2010). Inflation and Economic Growth in Nigeria, 3(2), 159–166. https://doi.org/10.3386/w5326Dickey, D., association, W. F. the A. statistical, & 1979, undefined. (n.d.). Distribution of the estimators for autoregressive time series with a unit root. Taylor & Francis. Retrieved from https://www.tandfonline.com/doi/abs/10.1080/01621459.1979.10482531Dufrénot, G., & Mignon, V. (2002). Recent Developments in Nonlinear Cointegration with Applications to Macroeconomics and Finance. Boston, MA: Springer US. https://doi.org/10.1007/978-1-4757-3615-1Econometrics, M. O.-S. in E. and, (2007), undefined. (n.d.). A modelling of Ghana's inflation experience: 1960-2003. Ingentaconnect.Com. Retrieved from https://www.ingentaconnect.com/content/sabinet/bersee/2007/00000031/00000001/art00006Enders, W. (2008). Applied econometric time series. Retrieved from https://scholar.google.ca/scholar?hl=en&as_sdt=0,5&q=Enders,+Walter.+Applied+Econometric+Time+Series.+Hoboken:+Wiley,+2015.+Print.&btnG&pli=1Feldstein, M. (1980). Inflation, tax rules, and investment: Some econometric evidence. https://doi.org/10.3386/w0577Fischer, S., Economics, F. M.-R. of W., & (1978), undefined. (n.d.). Towards an understanding of the real effects and costs of inflation. Springer. Retrieved from https://link.springer.com/article/10.1007/BF02696381Fountas, S. (2001). The relationship between inflation and inflation uncertainty in the UK: 1885-1998. Economics Letters, 74(1), 77–83. https://doi.org/10.1016/S0165-1765(01)00522-5Gregorio, J. (1999). Inflation, growth, and central banks: theory and evidence. Retrieved from https://elibrary.worldbank.org/doi/abs/10.1596/1813-9450-1575Gujarati, D. N. (2009). Basic econometrics. Tata McGraw-Hill Education.Ibrahim, M. H. (2015). Oil and food prices in Malaysia: a nonlinear ARDL analysis. Agricultural and Food Economics, 3(1). https://doi.org/10.1186/s40100-014-0020-3Khan, M., papers, A. S.-I. S., & 2001, undefined. (n.d.). Threshold effects in the relationship between inflation and growth. Springer. Retrieved from https://link.springer.com/article/10.2307/4621658MacKinnon, J. (1991). Critical Values for Co-integration Tests." In RF Engle and CWJ Granger (Eds.), Long-Run Economic Relationships. Oxford: Oxford Univ. Press.Madurapperuma, W. (2016). Impact of inflation on economic growth in Sri Lanka. Journal of World Economic Research, 5, 1-7. https://doi.org/10.11648/j.jwer.20160501.11Mahmud. (1997). Growth or Stagnation? - A Review of Bangladesh's Development 1996 | The University Press Limited (p. 513). Dhaka,Bangladesh: Centre For Policy Dialogue (CPD). https://doi.org/978 984 05 1388 8Mallik, G., Chowdhury, A., & Wai, T. (2001). Inflation And Economic Growth : Evidence From Four South Asian Countries, Asia-Pacific Development Journal 8(1), 123–135.Mallik, G., Journal, A. C.-A.-P. D., & 2001, U. (n.d.). Inflation and economic growth: evidence from four south Asian countries. Academia.Edu. Retrieved from http://www.academia.edu/download/44781745/Inflation_and_economic_growth_evidence_f20160415-28548-oejbvn.pdfMamo, F. T. (2012). Economic Growth and Inflation A panel data analysis. Economics, 1–44.Mubarik, Y., & Riazuddin, R. (2005). Inflation and growth: An estimate of the threshold level of inflation in Pakistan. Retrieved from http://www.sbp.org.pk/research/bulletin/2005/Article-3.pdfMundell, R. A. (1965). Growth, Stability, and Inflationary Finance. Journal of Political Economy, 73(2), 97–109. https://doi.org/10.1086/258999Munir, Q., Mansur, K., & Furuoka, F. (2009). Inflation and Economic Growth in Malaysia — A Threshold Regression Approach. ASEAN Economic Bulletin, 26(2),180. https://doi.org/10.1355/ae26-2dOmay, T., Van Eyden, R. & Gupta, R. (2018). Inflation–growth nexus: evidence from a pooled CCE multiple-regime panel smooth transition model. Empirical Economics, 54, 913-944.Paul, S., Kearney, C., Economics, K. C.-A., & (1997), undefined. (n.d.). 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International Journal of Applied Econometrics and Quantitative Studies, 1(February 2004), 41–66. https://doi.org/10.1109/MSPEC.2004.1265112Zobayer Ahmed - 2021info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Esta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial-CompartirIgual 4.0.https://creativecommons.org/licenses/by-nc-sa/4.0https://revfinypolecon.ucatolica.edu.co/article/view/3914asymmetric co-integrationBangladesheconomic growthinflationNon-linear Autoregressive Distributed Lagged (NARDL) ModelCointegración asimétricaBangladeshCrecimiento económicoInflaciónModelo de distribución rezagada no lineal autorregresivo (NARDL)Revisando el nexo entre la inflación y el crecimiento en Bangladesh: una cointegración asimétrica basada en un enfoque ARDL no linealRevisiting inflation and growth nexus in Bangladesh: an asymmetric cointegration based on non-linear ARDL approachArtículo de revistahttp://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Textinfo:eu-repo/semantics/articleJournal articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/publishedVersionPublicationOREORE.xmltext/xml2809https://repository.ucatolica.edu.co/bitstreams/75ae0adb-92e2-40fb-ba2e-06d34edced09/download73d9f2cff88fe629643377bb33bf2ed7MD5110983/29455oai:repository.ucatolica.edu.co:10983/294552023-03-24 16:14:39.177https://creativecommons.org/licenses/by-nc-sa/4.0Zobayer Ahmed - 2021https://repository.ucatolica.edu.coRepositorio Institucional Universidad Católica de Colombia - RIUCaCbdigital@metabiblioteca.com