Impact of COVID-19 on the international tourism demand in Peru. An application of the Box-Jenkins methodology
Descripción del Articulo
In recent years, tourism has taken on considerable importance as a factor of economic and social development in the world, contributing not only to the economic growth of developing countries, but also to the improvement of the quality of life of the people involved in the sector. However, given the...
| Autores: | , , |
|---|---|
| Formato: | artículo |
| Fecha de Publicación: | 2022 |
| Institución: | Universidad Nacional del Altiplano |
| Repositorio: | Revista de Investigaciones Altoandinas |
| Lenguaje: | español |
| OAI Identifier: | oai:ojs.pkp.sfu.ca:article/317 |
| Nivel de acceso: | acceso abierto |
| Materia: | Tourism, time series, seasonal ARIMA, COVID-19 Turismo, series de tiempo, ARIMA estacional, COVID-19 |
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Revista de Investigaciones Altoandinas |
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Impact of COVID-19 on the international tourism demand in Peru. An application of the Box-Jenkins methodology Impacto del COVID-19 en la demanda de turismo internacional del Perú. Una aplicación de la metodología Box-Jenkins |
| title |
Impact of COVID-19 on the international tourism demand in Peru. An application of the Box-Jenkins methodology |
| spellingShingle |
Impact of COVID-19 on the international tourism demand in Peru. An application of the Box-Jenkins methodology Tudela, Juan Walter Tourism, time series, seasonal ARIMA, COVID-19 Turismo, series de tiempo, ARIMA estacional, COVID-19 |
| title_short |
Impact of COVID-19 on the international tourism demand in Peru. An application of the Box-Jenkins methodology |
| title_full |
Impact of COVID-19 on the international tourism demand in Peru. An application of the Box-Jenkins methodology |
| title_fullStr |
Impact of COVID-19 on the international tourism demand in Peru. An application of the Box-Jenkins methodology |
| title_full_unstemmed |
Impact of COVID-19 on the international tourism demand in Peru. An application of the Box-Jenkins methodology |
| title_sort |
Impact of COVID-19 on the international tourism demand in Peru. An application of the Box-Jenkins methodology |
| dc.creator.none.fl_str_mv |
Tudela, Juan Walter Tudela, Juan Walter Aliaga-Melo, Grisell Cahui-Cahui, Elias |
| author |
Tudela, Juan Walter |
| author_facet |
Tudela, Juan Walter Aliaga-Melo, Grisell Cahui-Cahui, Elias |
| author_role |
author |
| author2 |
Aliaga-Melo, Grisell Cahui-Cahui, Elias |
| author2_role |
author author |
| dc.subject.none.fl_str_mv |
Tourism, time series, seasonal ARIMA, COVID-19 Turismo, series de tiempo, ARIMA estacional, COVID-19 |
| topic |
Tourism, time series, seasonal ARIMA, COVID-19 Turismo, series de tiempo, ARIMA estacional, COVID-19 |
| description |
In recent years, tourism has taken on considerable importance as a factor of economic and social development in the world, contributing not only to the economic growth of developing countries, but also to the improvement of the quality of life of the people involved in the sector. However, given the global health crisis caused by the coronavirus (COVID-19), the tourism sector was one of the most affected sectors due to the various public safety policies adopted by different countries in the world, especially by European countries that account for more than 50% of international tourism in the Americas, Africa, and the Middle East. The objective of this research was to estimate and project international tourism demand in Peru with monthly time series data from January 2003 to December 2020 through a seasonal ARIMA process proposed by Box-Jenkins called SARIMA. The results show that the seasonal ARIMA model (1,1,1)(0,1,1,1)12 was appropriate for the projection given the Akaike (AIC) and Schwarz (SC) criteria. The model estimates a parsimonious cyclical recovery of international tourist arrivals to our country; however, the evolution of COVID-19 in public health maintains uncertainty about new challenges in the tourism sector that would allow its sustainability and resilience over time. Immediate fiscal and monetary measures are urgently needed to safeguard employment and survival mechanisms for businesses. |
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2022 |
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2022-02-21 |
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info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
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article |
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publishedVersion |
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//huajsapata.unap.edu.pe/index.php/ria/article/view/317 10.18271/ria.2022.317 |
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//huajsapata.unap.edu.pe/index.php/ria/article/view/317 10.18271/ria.2022.317 |
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spa |
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spa |
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//huajsapata.unap.edu.pe/index.php/ria/article/view/317/246 |
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Derechos de autor 2022 Revista de Investigaciones Altoandinas info:eu-repo/semantics/openAccess |
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Derechos de autor 2022 Revista de Investigaciones Altoandinas |
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application/pdf |
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Universidad Nacional del Altiplano |
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Universidad Nacional del Altiplano |
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Revista de Investigaciones Altoandinas - Journal of High Andean Research; Vol. 24 No. 1 (2022); 27-36 Revista de Investigaciones Altoandinas - Journal of High Andean Research; Vol. 24 Núm. 1 (2022); 27-36 2306-8582 2313-2957 reponame:Revista de Investigaciones Altoandinas instname:Universidad Nacional del Altiplano instacron:UNAP |
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Universidad Nacional del Altiplano |
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UNAP |
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UNAP |
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Revista de Investigaciones Altoandinas |
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Impact of COVID-19 on the international tourism demand in Peru. An application of the Box-Jenkins methodologyImpacto del COVID-19 en la demanda de turismo internacional del Perú. Una aplicación de la metodología Box-JenkinsTudela, Juan WalterTudela, Juan WalterAliaga-Melo, GrisellCahui-Cahui, EliasTourism, time series, seasonal ARIMA, COVID-19Turismo, series de tiempo, ARIMA estacional, COVID-19In recent years, tourism has taken on considerable importance as a factor of economic and social development in the world, contributing not only to the economic growth of developing countries, but also to the improvement of the quality of life of the people involved in the sector. However, given the global health crisis caused by the coronavirus (COVID-19), the tourism sector was one of the most affected sectors due to the various public safety policies adopted by different countries in the world, especially by European countries that account for more than 50% of international tourism in the Americas, Africa, and the Middle East. The objective of this research was to estimate and project international tourism demand in Peru with monthly time series data from January 2003 to December 2020 through a seasonal ARIMA process proposed by Box-Jenkins called SARIMA. The results show that the seasonal ARIMA model (1,1,1)(0,1,1,1)12 was appropriate for the projection given the Akaike (AIC) and Schwarz (SC) criteria. The model estimates a parsimonious cyclical recovery of international tourist arrivals to our country; however, the evolution of COVID-19 in public health maintains uncertainty about new challenges in the tourism sector that would allow its sustainability and resilience over time. Immediate fiscal and monetary measures are urgently needed to safeguard employment and survival mechanisms for businesses. El turismo en los últimos años ha tomado notable importancia como factor de desarrollo económico y social en el mundo, contribuyendo no solo en el crecimiento económico de los países en desarrollo, sino también en la mejora de la calidad de vida de las personas involucradas al sector. Sin embargo, dado la crisis sanitaria mundial por el coronavirus (COVID-19), el sector turismo resultó uno de los sectores más afectados debido a las diversas políticas de seguridad publica optadas por diferentes países en el mundo, especialmente por países de Europa que representan más del 50% del turismo internacional en países de América, África y Oriente Medio. El objetivo de esta investigación fue estimar y proyectar la demanda de turismo internacional en el Perú con datos de serie de tiempo de frecuencia mensual comprendida entre enero 2003 a diciembre 2020 a través de un proceso ARIMA estacional propuesta por Box-Jenkins denominada SARIMA. Los resultados muestran que el modelo ARIMA estacional resultó apropiado para la proyección dado los criterios de Akaike (AIC) y Schwarz (SC). El modelo estima una recuperación cíclica parsimoniosa de la llegada de turistas internacionales a nuestro país, no obstante, la evolución de la COVID-19 en la salud pública mantiene en incertidumbre nuevos desafíos en el sector turismo que permitan su sostenibilidad y resiliencia en el tiempo. De manera inmediata es necesario la adopción de medidas fiscales y monetarias urgentes que salvaguarden el empleo y mecanismos de supervivencia para las empresas. Universidad Nacional del Altiplano2022-02-21info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdf//huajsapata.unap.edu.pe/index.php/ria/article/view/31710.18271/ria.2022.317Revista de Investigaciones Altoandinas - Journal of High Andean Research; Vol. 24 No. 1 (2022); 27-36Revista de Investigaciones Altoandinas - Journal of High Andean Research; Vol. 24 Núm. 1 (2022); 27-362306-85822313-2957reponame:Revista de Investigaciones Altoandinasinstname:Universidad Nacional del Altiplanoinstacron:UNAPspa//huajsapata.unap.edu.pe/index.php/ria/article/view/317/246Derechos de autor 2022 Revista de Investigaciones Altoandinasinfo:eu-repo/semantics/openAccessoai:ojs.pkp.sfu.ca:article/3172022-03-16T13:13:58Z |
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La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).