TOURISM VOLATILITY TO EXTERNAL SHOCKS

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Suzana Herman
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Tourism is extremely vulnerable to various external and internal shock e. The appearance of exogenous events in destinations changes the characteristics of tourism at the destination level, affecting the tourist demand, but also on the economic situation of the country. Purpose Based on the presented so far, it is also possible to define the purpose of the research of the doctoral dissertation: to analyse the main(exogenous) factors that influence the volatility of tourism in the form of the number of arrivals and number of overnight stays in selected countries of the world. Despite the obvious economic benefits it brings, tourism is exposed to internal and external shocks leading to a decline in activity. The intensity and duration will depend on the actual and perceived preparedness of the affected countries and the ability to convince that these countries are safe destinations. Knowledge of the factors affecting tourist demand is necessarily necessary for all countries, especially those whose share of tourism in GDP is extremely high. Such information may be useful for macroeconomic analysis and forecasting . The aim of the paper were as follows: systematically define and quantifies variables that can affect the tourism of today (terrorism, health issues, natural disasters, wars, political (in)stability, exchange rate volatility, oil prices, migration), determine the levels of volatility of tourism to external shocks, and point out the levels of volatility of tourism to external shocks, and point out the importance of monitoring phenomena affecting tourism volatility. Methodology The research carried out is quantitative in form since the research process is predefined and structured, while the data collection phase also precedes the data analysis phase. The research starts from the assumption that the panel model of time series can identify the impact of external shocks on tourism. The obtained results of the empirical part of the research, justify expectations based on theoretical assumptions. For the purpose of proving the first hypothesis set, which reads “There is a statistically significant difference in the degree of sensitivity of turzm to selected external shocks”, a panel analysis was carried out. Another hypothesis, “The short- and long-term effects of shocks on tourism are different in type of external shocks”, was tested using PANEL VAR model, impulsive response function and decomposition of variance. Panel VAR model with GMM assessment within one backward shift, with the help of Helmert’s transformation, is defined by two variables within each model. The analysis carried out included seven different panel VAR models. To estimating how much variability of the dependent variable lags behind its own variance as well as which of the independent variables is “stronger” in explaining the variability of dependent variables over time, decomposition of variance has been applied. After the VAR estimation was performed, the structural error terms were identified using Cholesky decomposition and impulse response functions were generated. Within the framework of panel vector auto-regression, an assessment of the impulse response function (impulse-response functions) was carried out, with the help of which the assessment of orthogonal shocks is carried out with the aim of assessing the shock of one variable on another, while keeping all other variables constant. The Granger causality test within the panel VAR was applied to investigate the causal relationship between the variables of interest, that is, to test the third hypothesis, which reads: “There is an interdependence of external shocks and tourism”. Findings The results of the conducted research show that the first hypothesis set, Hypothesis 1: There is a statistically significant difference in the degree of sensitivity of tourism to selected external shocks is fully accepted. With the aim of assessing the impact of external shocks on tourist arrivals, the results of the panel analysis show a strong and significant link in 6 variables of interest (out of 7 tested in total) in order: terrorist attack, natural disasters, health issues, exchange rate volatility, war and political (in)stability. Furthermore, the results of the conducted research show that the second hypothesis, Hypothesis 2: Short-term effects of shocks on tourism, different by type of external shocks, is not accepted. Given that the impulse response function observed the reaction at the time of the shock in relation to the period of 10 years after the shock occurred, these reactions showed that no reaction was statistically significant, i.e., in all seven cases the confidence intervals include both positive and negative values. To prove the third hypothesis (There is an interdependence of external shocks and tourism), the causality test conducted indicates partial acceptance of it. Results (VAR Granger panel) suggest that the interdependence of external shocks was established in both directions in the external shock of a natural disaster. The unusual result of the existence of causation from the direction of tourism to natural disasters can be explained, according to some research, through the intensive development of urbanization, which is a consequence of the development of tourism. Urbanization may lead to an increase in airborne carbon emissions affecting the climate environment. A one-way causality was also established by tourism to health issues. Tourism, thanks to the globalization and stativity of the tourist offer, affects the mobility of tourists and therefore the transmission of various infectious diseases can be caused precisely by tourist movements. The average price of oil is an external shock that also affects tourism, more precisely, the drop in the price of oil will have a positive effect on tourist demand and its movements, and consequently lower prices for transport tickets. Originality of the research The scientific contribution of the doctoral dissertation is determined: in the systematization and conceptual determination of tourism and external shocks (with special emphasis on terrorism, political instability, war, migration, natural disasters, health crises, oil prices and exchange rate volatility), in the analysis and systematization of the positive and negative economic effects of tourism on the world economy, in the analysis of the socio-cultural effects of tourism as its effect on the environment, in the analysis and systematization of the importance of the impact of external shocks on tourism and the affirmation and development of knowledge about the importance and understanding of their interrelationship. Furthermore, the contribution of the work also rests in the development of econometric methodological approaches in assessing the impact of external shocks on tourism as well as quantifying (assessing) the sensitivity of tourism to external shocks and identifying the direction of causation between tourism and external shocks. These contributions should also be added to the analysis of the shortand long-term effects of shocks on tourism. The application contribution of the work rests in the empirical research carried out, which, by modelling the volatility of tourism, can significantly facilitate decision-making for the policymakers of many countries, especially those that depend on tourism to a high degree. The assessment of the impact of external shocks on the volatility of tourism was based on a detailed explanation of the selected variables, and among other things, for the purpose of raising awareness of the presence of external shocks as well as highlighting the need to monitor them. The importance of determining the level of vulnerability to a particular external shock is reflected in the adoption of adequate economic policy measures that should change the structure of a country’s economy, all with the aim of raising the level of resilience to exogenous events. Empirical analysis was carried out on the cause of 168 countries representing the spatial component, and the time dimension covered a period of 25 years. (1995-2019). In view of the unbalanced panel data, during the model assessment, the sample decreased depending on the availability of the data. Independent variables in the model were terrorist attacks, natural disasters, health issues, political instability, war, migration, exchange rate volatility and oil prices, while the dependent variable was total overnight stays.","PeriodicalId":1,"journal":{"name":"Accounts of Chemical Research","volume":null,"pages":null},"PeriodicalIF":16.4000,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Accounts of Chemical Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.20867/thm.28.3.14","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

Abstract

International tourism of today is considered one of the main levers of job creation, generating income and foreign currency and foreign investment. Over the past few years, international tourism has been growing steadily, but at the same time this same growth is threatened by challenges in the form of various external shocks affecting the volatility of tourism. Volatility is described, according to many authors, as an unpredictable measure of the intensity of variations. These variations are associated with unpredictable crisis situations or events commonly referred to as ‘new shocks’ (e.g. terrorism, epidemics, natural disasters, exchange rate volatility, oil price, political (in)stability, wars, and various forms of criminal activities). Such global events have a profound impact on a wide range of political, legal and social dimensions. Tourism is extremely vulnerable to various external and internal shock e. The appearance of exogenous events in destinations changes the characteristics of tourism at the destination level, affecting the tourist demand, but also on the economic situation of the country. Purpose Based on the presented so far, it is also possible to define the purpose of the research of the doctoral dissertation: to analyse the main(exogenous) factors that influence the volatility of tourism in the form of the number of arrivals and number of overnight stays in selected countries of the world. Despite the obvious economic benefits it brings, tourism is exposed to internal and external shocks leading to a decline in activity. The intensity and duration will depend on the actual and perceived preparedness of the affected countries and the ability to convince that these countries are safe destinations. Knowledge of the factors affecting tourist demand is necessarily necessary for all countries, especially those whose share of tourism in GDP is extremely high. Such information may be useful for macroeconomic analysis and forecasting . The aim of the paper were as follows: systematically define and quantifies variables that can affect the tourism of today (terrorism, health issues, natural disasters, wars, political (in)stability, exchange rate volatility, oil prices, migration), determine the levels of volatility of tourism to external shocks, and point out the levels of volatility of tourism to external shocks, and point out the importance of monitoring phenomena affecting tourism volatility. Methodology The research carried out is quantitative in form since the research process is predefined and structured, while the data collection phase also precedes the data analysis phase. The research starts from the assumption that the panel model of time series can identify the impact of external shocks on tourism. The obtained results of the empirical part of the research, justify expectations based on theoretical assumptions. For the purpose of proving the first hypothesis set, which reads “There is a statistically significant difference in the degree of sensitivity of turzm to selected external shocks”, a panel analysis was carried out. Another hypothesis, “The short- and long-term effects of shocks on tourism are different in type of external shocks”, was tested using PANEL VAR model, impulsive response function and decomposition of variance. Panel VAR model with GMM assessment within one backward shift, with the help of Helmert’s transformation, is defined by two variables within each model. The analysis carried out included seven different panel VAR models. To estimating how much variability of the dependent variable lags behind its own variance as well as which of the independent variables is “stronger” in explaining the variability of dependent variables over time, decomposition of variance has been applied. After the VAR estimation was performed, the structural error terms were identified using Cholesky decomposition and impulse response functions were generated. Within the framework of panel vector auto-regression, an assessment of the impulse response function (impulse-response functions) was carried out, with the help of which the assessment of orthogonal shocks is carried out with the aim of assessing the shock of one variable on another, while keeping all other variables constant. The Granger causality test within the panel VAR was applied to investigate the causal relationship between the variables of interest, that is, to test the third hypothesis, which reads: “There is an interdependence of external shocks and tourism”. Findings The results of the conducted research show that the first hypothesis set, Hypothesis 1: There is a statistically significant difference in the degree of sensitivity of tourism to selected external shocks is fully accepted. With the aim of assessing the impact of external shocks on tourist arrivals, the results of the panel analysis show a strong and significant link in 6 variables of interest (out of 7 tested in total) in order: terrorist attack, natural disasters, health issues, exchange rate volatility, war and political (in)stability. Furthermore, the results of the conducted research show that the second hypothesis, Hypothesis 2: Short-term effects of shocks on tourism, different by type of external shocks, is not accepted. Given that the impulse response function observed the reaction at the time of the shock in relation to the period of 10 years after the shock occurred, these reactions showed that no reaction was statistically significant, i.e., in all seven cases the confidence intervals include both positive and negative values. To prove the third hypothesis (There is an interdependence of external shocks and tourism), the causality test conducted indicates partial acceptance of it. Results (VAR Granger panel) suggest that the interdependence of external shocks was established in both directions in the external shock of a natural disaster. The unusual result of the existence of causation from the direction of tourism to natural disasters can be explained, according to some research, through the intensive development of urbanization, which is a consequence of the development of tourism. Urbanization may lead to an increase in airborne carbon emissions affecting the climate environment. A one-way causality was also established by tourism to health issues. Tourism, thanks to the globalization and stativity of the tourist offer, affects the mobility of tourists and therefore the transmission of various infectious diseases can be caused precisely by tourist movements. The average price of oil is an external shock that also affects tourism, more precisely, the drop in the price of oil will have a positive effect on tourist demand and its movements, and consequently lower prices for transport tickets. Originality of the research The scientific contribution of the doctoral dissertation is determined: in the systematization and conceptual determination of tourism and external shocks (with special emphasis on terrorism, political instability, war, migration, natural disasters, health crises, oil prices and exchange rate volatility), in the analysis and systematization of the positive and negative economic effects of tourism on the world economy, in the analysis of the socio-cultural effects of tourism as its effect on the environment, in the analysis and systematization of the importance of the impact of external shocks on tourism and the affirmation and development of knowledge about the importance and understanding of their interrelationship. Furthermore, the contribution of the work also rests in the development of econometric methodological approaches in assessing the impact of external shocks on tourism as well as quantifying (assessing) the sensitivity of tourism to external shocks and identifying the direction of causation between tourism and external shocks. These contributions should also be added to the analysis of the shortand long-term effects of shocks on tourism. The application contribution of the work rests in the empirical research carried out, which, by modelling the volatility of tourism, can significantly facilitate decision-making for the policymakers of many countries, especially those that depend on tourism to a high degree. The assessment of the impact of external shocks on the volatility of tourism was based on a detailed explanation of the selected variables, and among other things, for the purpose of raising awareness of the presence of external shocks as well as highlighting the need to monitor them. The importance of determining the level of vulnerability to a particular external shock is reflected in the adoption of adequate economic policy measures that should change the structure of a country’s economy, all with the aim of raising the level of resilience to exogenous events. Empirical analysis was carried out on the cause of 168 countries representing the spatial component, and the time dimension covered a period of 25 years. (1995-2019). In view of the unbalanced panel data, during the model assessment, the sample decreased depending on the availability of the data. Independent variables in the model were terrorist attacks, natural disasters, health issues, political instability, war, migration, exchange rate volatility and oil prices, while the dependent variable was total overnight stays.
旅游业对外部冲击的波动
当今的国际旅游业被认为是创造就业、创收、外汇和外国投资的主要杠杆之一。在过去几年中,国际旅游业一直在稳步增长,但与此同时,这种增长也受到各种外部冲击的威胁,这些冲击影响到旅游业的波动性。根据许多作者的说法,波动性被描述为对变化强度的一种不可预测的衡量。这些变化与通常被称为“新冲击”的不可预测的危机情况或事件有关(例如恐怖主义、流行病、自然灾害、汇率波动、油价、政治稳定、战争和各种形式的犯罪活动)。此类全球性事件对广泛的政治、法律和社会层面产生了深远影响。旅游业极易受到各种外部和内部冲击。旅游目的地外生事件的出现改变了旅游目的地层面的特征,影响了旅游需求,也影响了国家的经济状况。目的基于迄今为止的介绍,还可以确定博士论文研究的目的:分析影响旅游业波动的主要(外生)因素,以世界选定国家的游客数量和过夜次数的形式。尽管旅游业带来了明显的经济效益,但它面临着内部和外部冲击,导致活动下降。强度和持续时间将取决于受影响国家的实际和感知准备情况,以及说服这些国家是安全目的地的能力。所有国家,特别是那些旅游业在国内生产总值中所占份额极高的国家,都必须了解影响旅游需求的因素。这些信息可能有助于宏观经济分析和预测。本文的目的如下:系统地定义和量化可能影响当今旅游业的变量(恐怖主义、健康问题、自然灾害、战争、政治(国内)稳定、汇率波动、油价、移民),确定旅游业对外部冲击的波动水平,并指出旅游业对外部冲击的波动程度,并指出了监测影响旅游波动现象的重要性。方法所进行的研究在形式上是定量的,因为研究过程是预先定义和结构化的,而数据收集阶段也先于数据分析阶段。研究的出发点是假设时间序列的面板模型可以识别外部冲击对旅游业的影响。研究的实证部分得出的结果,证明了基于理论假设的预期是合理的。为了证明第一个假设集,即“turzm对选定外部冲击的敏感性存在统计学上的显著差异”,进行了面板分析。另一个假设“冲击对旅游业的短期和长期影响在外部冲击类型上是不同的”,使用PANEL VAR模型、脉冲响应函数和方差分解进行了检验。在Helmert变换的帮助下,在一个后移中进行GMM评估的面板VAR模型由每个模型中的两个变量定义。所进行的分析包括七个不同的面板VAR模型。为了估计因变量的可变性在多大程度上落后于其自身的方差,以及在解释因变量随时间的可变性时,哪个自变量“更强”,应用了方差分解。进行VAR估计后,使用Cholesky分解识别结构误差项,并生成脉冲响应函数。在面板向量自回归的框架内,对脉冲响应函数(脉冲响应函数)进行了评估,在此基础上进行了正交冲击的评估,目的是评估一个变量对另一个变量的冲击,同时保持所有其他变量不变。小组VAR中的Granger因果关系检验用于调查感兴趣变量之间的因果关系,即检验第三个假设,该假设写道:“外部冲击和旅游业相互依存”。研究结果所进行的研究结果表明,第一个假设集,假设1:旅游业对所选外部冲击的敏感程度存在统计学上的显著差异,这是完全可以接受的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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