2021
DOI: 10.14254/2071-789x.2021/14-4/8
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Impacts and implications of a pandemic on tourism demand in Indonesia

Abstract: This paper estimates the economic losses in Indonesia's tourism sector due to the COVID-19 pandemic using an Autoregressive Integrated Moving Average Model (SARIMA). Additionally, an autoregressive distributed lag model (ARDL) is employed to estimate the demand for tourism in Indonesia from the six largest inbound tourist countries, from 1989 to 2019. The results predict a decrease of nearly 16.65 million tourists and a potential loss of US$19.07 billion from January 2020-March 2021. Income per capita, relativ… Show more

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Cited by 19 publications
(19 citation statements)
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References 45 publications
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“…The approach is chosen as it is robust and able to produce better results with a small sample size of data. It can also estimate a long-run linear regression model in the presence of co-integration among the variables (Esquivias et al, 2021). Several other co-integration techniques can also be employed, such as Engle-Granger (1987) as well as Johansen and Juselius (1990).…”
Section: Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…The approach is chosen as it is robust and able to produce better results with a small sample size of data. It can also estimate a long-run linear regression model in the presence of co-integration among the variables (Esquivias et al, 2021). Several other co-integration techniques can also be employed, such as Engle-Granger (1987) as well as Johansen and Juselius (1990).…”
Section: Methodsmentioning
confidence: 99%
“…The tourism industry comprises several service sectors, such as hotels, restaurants, public transportation, shopping, tours, among others (Esquivias et al, 2021). These sectors provide services to tourists, and so an increase in the number of tourist arrivals can provide a financial boost to these sectors.…”
Section: Introductionmentioning
confidence: 99%
“…The news that the virus has spread has caused great concern among tourists, potential tourists and the wider tourism industry. During the COVID-19 pandemic, consumer prices and the incomes of overseas tourists are still adjusting to the changed financial environment, and this has altered the price competitiveness landscape (Esquivias et al,2021).…”
Section: Data and Variables Definitionmentioning
confidence: 99%
“…A second contribution is examining the effects of ET on tourism flows in the ASEAN, where intratrade liberalization has been at the center of the regional plan. Several studies have considered the role of FTA in Asia on trade applications (Handoyo et al , 2021; Purwono et al , 2022), but few studies focus on the role of free trade on tourism flows in the ASEAN.…”
Section: Introductionmentioning
confidence: 99%
“…It is also important to note that the COVID-19 pandemic has crippled the tourism sector globally, so countries need to recalibrate their operations and redirect their strategies (Esquivias et al , 2021; Salinas Fernández et al , 2022). Looking into price and income elasticities can approximate the potential decline in tourism arrivals derived from the economic slowdown and changes in consumer prices across countries (Xie and Tveterås, 2020).…”
Section: Introductionmentioning
confidence: 99%