Nonlinear ARDL estimation of tourism demand for Puerto Rico from the USA

This study estimates the long-run demand for tourism for Puerto Rico (1970–2016) from the USA. Since income elasticity may not be symmetric through business cycles, it becomes necessary to account for the asymmetric impact of changes in income on tourism demand. To this end, the study utilizes the nonlinear ARDL framework of Shin et al. (2014) to investigate the asymmetric cointegration. The results indicate the existence of an asymmetric or nonlinear cointegration relationship between Puerto Rico's tourism demand and its determinants. The long-run asymmetric income elasticities suggest that a 1% increase in US's real per capita GDP leads to a 1.9% increase in Puerto Rico's tourism earnings, while a 1% decrease in US's real per capita GDP produces a 4.8% reduction in tourism receipts.     

Tourism and economic development: The beach disease?

This paper analyses empirically the danger of a Dutch Disease Effect in tourism dependent countries in the long run. Data on 134 countries of the world over the period 1970–2007 is used. In a first step the long-run relationship between tourism and economic growth is analysed in a cross-country setting. The results are then checked in a panel data framework on GDP per capita levels that allows to control for reverse causality, non-linearity and interactive effects. It is found that there is no danger of a Beach Disease Effect. On the contrary, tourism dependent countries do not face real exchange rate distortion and deindustrialisation but higher than average economic growth rates. Investment in physical capital, such as for instance transport infrastructure, is complementary to investment in tourism.     

Tourism and inequality: A relook on the Kuznets curve

The study explores the impact of the tourism industry on income inequality upon a panel set of countries, classified in accordance with their levels of economic development. The countries are classified into three clusters based on their per capita GDP, the volume of international trade, and foreign direct investment inflows. The income inequality was measured using the GINI score. The long-run relationship between tourism receipts and GINI income inequality was explored for a panel set of forty-one countries over the period 1995 to 2016. The study concludes that earnings from tourism have varying impacts on the three clustered sets of countries. The inequality index of the highly developed countries remains unaffected by the earnings from tourism. The developed countries show Kuznets curve behaviour as far as the relationship between tourism and inequality is concerned. The developing countries exhibit an inverted Kuznets curve behaviour between tourism receipts and inequality of income.     

Changes in demand for tourism with climate change: a case study of visitation patterns to six ski resorts in Australia

Tourism in ski resorts depends on snow cover which is expected to decline with climate change. This paper explores hypotheses about demand side responses to climatic change by analyzing patterns of visitation in recent years with differing snow cover. Snow cover and visitation patterns to six resorts which differ in altitude and size in Victoria, Australia, were compared between a slightly warm and much drier year (2006, +0.6°C and ?50% precipitation to longer-term averages) to a more typical year (2007) and to nine earlier years. Snowmaking partly offset declines in natural snow cover in 2006, although there were still fewer days with snow on the ground. The number of visitor days was much lower in 2006 than the previous nine years for the three lowest-altitude resorts (?69%), while it actually increased (+10%) in the highest altitude resort where there were fewer visitors (?17%), but they stayed longer. Snowmaking is already critical for ski resorts in low snow years. With warmer conditions, lower-altitude resorts may not receive enough income due to reduced visitation to offset snowmaking costs, while higher-altitude resorts may have a short-term gain, but become uneconomical in the longer term.     

An empirical analysis of the influence of macroeconomic determinants on World tourism demand

This paper considers three econometric models to determine the relationship between macroeconomic variables and tourism demand. Tourism demand is measured by the inbound visitor's population and also by on-the-ground expenditures. The database is an unbalanced panel of 218 countries over the period 1995–2012. There is evidence that an increase in the World's GDP per capita, a depreciation of the national currency, and a decline of relative domestic prices do help boost tourism demand. The World's GDP per capita is more important when explaining arrivals, but relative prices become more important when we use expenditures as the proxy for tourism demand. We cannot reject the hypothesis of a relative prices unitary elasticity of expenditures. Additionally, we have partitioned our data by income level and by Continent. Results are robust in the first partition, but less robust in the second, although the main conclusions still hold. Finally, we draw policy implications from our findings.     

Effects of budgetary constraints on international tourism expenditures

This paper implements a logistic transition regression model to examine the relationships between GDP per capita and international tourism expenditures across countries in 2001–2010 by types of savings regimes. While studies have focused on the effect of income on international tourism expenditures, none consider the nonlinear smooth transition status of savings and its impacts on discretionary spending and hence expenditure on tourism. The impact of income on tourism expenditures can vary under different savings regimes. The results show that in a low savings regime the effect of an increase in the GDP per capita on international tourism expenditures is more pronounced. In a high-savings regime, there is strong motivation for precautionary savings and tourism is considered a luxury; therefore such spending is crowded out by an increase in savings as GDP per capita increases. Although international tourism expenditures also increase with GDP per capita, they do so at a slower rate. These findings establish an accurate understanding of the effects of savings on international tourism expenditures.     

Gains from horizontal collaboration among ski areas

Ski areas are known to expand by linking their lifts to neighbouring systems. Based on data from approximately 250 winter sport destinations in Austria, pooled over the years 1998–2014, this study explores the effects of such horizontal collaboration on the number of overnights stays in the area. A difference-in-differences (DID) approach combined with propensity score matching shows that new lift-linkages or expansions lead to a consolidation in the number of overnight stays at a level 12 per cent higher than before the introduction of the lift-link. However, there is a certain degree of heterogeneity in the causal effects. Satellite ski areas, remote villages and those who combine lift-linking with new connecting slopes benefit the most. More recent lift-linkages seem to lead to smaller gains than those established in the early years.     

Dynamic heterogeneous panel data analysis of tourism demand for Singapore

The objective of this study is to investigate tourism demand for Singapore using heterogeneous dynamic panel estimation methods. A binary variable representing the operation of Integrated Resorts (IRs), as well as income and real exchange rate, are included as determinants of tourism demand growth. Using seasonally adjusted and actual/raw quarterly data of 16 origin countries, our study shows that the pooled mran group (PMG) estimator is able to provide consistent and efficient estimates of long-run relationships between tourism demand and the determinants. The PMG results show that the long-run income (price) elasticity is positively (negatively) significant, with an elasticities range between 0.915 and 3.05 (?0.275 and ?0.34). In addition, the study reveals that the IRs contribute to tourism demand growth, especially in attracting tourists from Asia. In the long term, tourism demand by the Asian markets is less income-sensitive than that of the non-Asian counterparts.     

出境旅游、服务贸易与经济发展水平关系的国际比较

出境旅游是经济发展到一定阶段的必然产物.但当前学术界关于出境旅游的发展对服务贸易的影响存在争议.利用44个主要旅游国家与地区的面板数据,本文发现出境旅游率随人均GDP呈指数上升,整体上看我国还远没有到出境旅游爆发增长的阶段;由于出境旅游与人口规模负相关的大国效应影响,我国出境旅游长期将自动保持在一个温和的范围内.根据趋势分析本文还发现,出境旅游的增长速度将会高于入境旅游的增长速度,期望通过入境旅游的进一步增长弥补出境旅游的外汇与消费漏出缺乏国际经验的支持.根据对33个国家和地区截面数据的分析.本文发现随着经济发展水平的提高,对外贸易中入境旅游地位下降与出境旅游地位的上升是国际普遍规律,这不仅反映了国民生活水准的提高,也是产业结构升级与外贸结构优化的体现.为此担忧、采取行动阻碍是没有必要的,甚至可能是错误的.     

Quality and endogenous tourism: An empirical approach

We propose a theoretical model and an empirical study that highlight the role of quality of tourism services and endogenous tourism in long-run economic growth. We study a theoretical growth model of international trade where tourism is the growth engine and quality of tourism services has a positive impact on long-term growth. We also provide an empirical analysis to test the relation between tourism, quality and economic growth in Spain over the period 1970–2010. Our results show that in the long run, tourist arrivals, quality of tourism accommodations, and foreign GDP have a positive effect on Spanish GDP. In the short term, changes in economic growth appear to lead to growth in tourist arrivals. Our findings support a two-way causal relationship between real GDP growth and tourism growth in Spain.     

International ecotourism and economic development in Central America and the Caribbean

Using annual data for the period 1995–2012 for seven Central American and Caribbean countries, six different open-economy growth models that allow for international (eco-) tourism are estimated using panel-data techniques. Two main results of the investigation are that international tourist arrivals per capita have a highly significant impact on real GDP per capita, and also that five different sustainability indicators interacted with international tourism have a positive impact on economic development. Furthermore, quantile regression shows that lower and medium income deciles of the population in particular benefit from international (eco-) tourism. The results are complemented by very similar findings for a set of 12 Central American and Caribbean countries using only two sustainability indicators, thus corroborating the validity of the specification. In addition, control variables are also generally significant and they feature the algebraic signs expected from economic theory.     

张家界旅游城市化响应强度与机制分析

文章提出旅游城市化响应强度的概念,并将旅游城市化响应强度周期划分为快速、平稳、创新和分化4个阶段,以旅游城市化响应强度系数为测度旅游城市响应强度的变量指标,利用张家界1989～2010年相关统计数据,分析了张家界旅游城市化响应强度的时序演变特征,并进一步从静态和动态分析了张家界旅游城市化响应强度的影响机制。结果发现:1989～2010年张家界旅游城市化响应强度呈现出上升趋势,并呈现阶段性演变特征;从静态来看,张家界人均GDP、人均全社会固定资产投资、人均建成市区面积和市域旅游开发强度与旅游城市化响应系数存在正相关关系,相关系数分别为0.9026、0.8841、0.8405和0.7928;从动态来看,对旅游城市化有影响的因素按照影响大小排序为:人均GDP>人均建成市区面积>人均全社会固定资产投资>市域旅游开发强度。     

出境旅游需求的影响因素--兼论发展中经济体与发达经济体的异同

根据微观经济学的需求理论,结合相关研究进展,文章构建了包括基本经济因素（收入和相对价格）、对外开放度、旅游业发展水平、人口统计特征、突发事件等变量在内的出境旅游需求模型,以74个国家/地区1995—2013年的数据为样本,分析了发达经济体和发展中经济体出境旅游需求影响因素的总体特征与异同。结果表明,收入和价格是影响出境旅游需求的决定性因素,对外开放度、旅游业发展水平、人口统计特征及突发事件等其他因素对出境旅游需求同样具有一定的影响。其中,收入、价格以及产业发展水平对发展中经济体出境旅游需求的影响作用相对更大,而对外开放度和人口统计特征（就业水平、年龄结构和受教育水平）对发达经济体出境旅游需求的影响更加显著。     

Shifting patterns and determinants of Asia-pacific tourism to Australia, 1990–2010

Australia is an increasingly important international holiday destination. Especially travel demand from Asia-Pacific countries has increased, which has led Australian policy-makers to believe the Asia-Pacific region will remain the largest growth market for holiday tourists. This article first presents an overview of the evolution and shifting geographical patterns of Asia-Pacific tourism to Australia between 1990 and 2010, and relies on this to explore the major determinants underlying these changes using a bootstrapped loglinear multiple regression analysis. Results indicate that income (GDP per capita) remains the most important factor explaining tourism demand, albeit that the Australian holiday market is becoming increasingly mature. Distance, as a proxy for travel costs, has large negative elasticity that has slightly increased over time as the effects of air transport liberalization have been off-set by oil prices’. The paper is concluded with an outlook on some possible opportunities and challenges for future tourism demand to Australia.     

Modelling growth and revenue for Swedish hotel establishments

This paper provides first estimates of the determinants of output growth of Swedish hotels based on establishment data. Growth of overnight stays is modelled as a function of initial size, age, type of accommodation, location and hotel prices measured as average revenues per guest nights. The empirical model accounts for potential endogeneity of hotel prices through the two-stage least absolute deviation model (2SLAD) and the instrumental variable quantile regression method. 2SLAD estimates show a positive and significant relationship between hotel prices and subsequent growth. The relationship is nonlinear with a decreasing impact as the price level increases. Growth of establishments is significantly higher for smaller and younger hotels. An important result is that city hotels, in comparison to tourist and other hotels – which are mainly located outside urban areas (in the mountains and at the sea) – exhibit significantly higher growth rates with a gap between 2.2 and 3.4 percentage points. Furthermore, the positive impact of hotel prices on growth is larger for high-growth establishments. Accommodation prices significantly decrease with the number of local competitors with a non-linear form and increase with size. City hotels and accommodation in the capital city have the highest revenues per guest night.     

西北五省滑雪场空间分异特征及其影响因素研究

西北五省区冰雪资源丰富、冰雪运动历史悠久、冰雪文化厚重,具备优越的冰雪旅游资源条件和发展基础。本文以2019年西北五省区125个滑雪场为研究对象,运用最邻近指数、核密度、空间自相关、热点分析和不均衡指数等方法,分析滑雪场空间布局分异及其影响因素。研究表明：（1）西北五省区滑雪场呈“双核心、集聚化”的空间格局特性,2个高密度区域分别为陕西中部和新疆北部地区;空间自相关性较明显,冷热点分布呈现“西北和东南热,中部区域较冷”的非随机性分布特点。（2）西北五省区滑雪场分布受多种因素影响,供给维度的核心影响因素是冰雪资源禀赋条件、交通可达性基础,消费维度的核心影响因素是社会经济发展水平、城市辐射与消费市场。据此建议西北五省区应以中国冰雪旅游新发展极为战略目标,构建“多点连片”空间发展结构,放大核心资源综合利用效率,建造多要素融合发展新模式,强化区域协作与联动发展,塑造国际化冰雪旅游品牌。     

Estimating the tourism induced environmental Kuznets curve in France

Abstract

France has retained its position as the world’s favourite tourism destination. Accounting for around 83 million visitors and 4.2% of the total employment, the tourism sector in France contributes to nearly 9% of the total GDP. However, as reported by the World Tourism Organization, road and air travel related to tourism activities account for approximately 10% of the total CO₂ emissions in the atmosphere, thereby contributing to severe air pollution. Thus, initiatives are necessary to prevent environmental damage that could have a corresponding detrimental effect on the tourism industry itself and slow down the country’s economic growth. This study utilises a vector error correction model (VECM) to investigate the relationship between polluting emissions, GDP levels, and tourism flows in France to test the validity of the environmental Kuznets curve (EKC) hypothesis for the period 1995–2014. Additionally, based on a joint analysis of long-run parameters and causality links, appropriate policy strategies are proposed to promote robust and sustainable long-run economic growth.     

Does a low-cost carrier lead the domestic tourism demand and growth of New Zealand?

This study aims to provide a better understanding of the impact of New Zealand's low-cost carrier (LCC) on domestic tourism demand and growth. The panel data regression model and the two-stage least-square (2SLS) model (aims to control for the endogeneity effects) are used to empirically investigate the impact of LCC and the key determinants affecting New Zealand's domestic tourism using five regions (Auckland, Canterbury/Christchurch, Dunedin, Queenstown, and Wellington) from June 2009 to July 2015. The findings suggested that the LCC's services, GDP per capita, the regional tourism indicators (accommodation, and food and beverage), and land transport costs affected New Zealand's domestic tourism. The policy implications of the key finding regarding the significance of the LCC's operations on New Zealand's domestic tourism (local/regional tourism authorities and tourism operators), airline competition between incumbent airline (Air New Zealand) and the LCC (Jetstar), and airport authorities are discussed.     

The effect of tourism investment on tourism development and CO2 emissions: empirical evidence from the EU nations

Abstract

The objective of this study is to investigate the effect of tourism investment on tourism development and CO₂ emissions in a panel of 28 EU countries using annual data from 1990 to 2013. The empirical results from a panel cointegration test confirm the presence of long-run equilibrium relationship among the variables. The long-run elasticities indicate that tourism investment has a significant positive and negative impact on tourism development and CO₂ emissions, respectively. Finally, the short-run heterogeneous panel non-causality test results show the evidence of bidirectional causality between tourism investment and tourism revenue. These results therefore suggest that tourism investments not only increase tourism revenue but also reduce CO₂ emissions. Given these findings, we suggest the policy makers of the EU nations to initiate more effective policies to increase the tourism investments. The increasing tourism investments will allow the industry to grow further by ensuring sustainable tourism development across the EU member countries.     

Tourism development,energy consumption and Environmental Kuznets Curve: Trivariate analysis in the panel of developed and developing countries

The study investigates the relationship between economic growth, carbon dioxide emissions, tourism development, energy demand, domestic investment and health expenditures with an aim to test the validity of the Environmental Kuznets Curve (EKC) hypothesis in the panel of three diversified World's region including East Asia & Pacific, European Union and High income OECD and Non-OECD countries. The study covers the period of last nine years i.e. 2005–2013. The study used the principal component analysis (PCA) to construct tourism development index which is the amalgamation of number of tourists' arrivals, tourism receipts and international tourism expenditures. The results validate the inverted U-shaped relationship between carbon emissions and per capita income in the region. The results further substantiate the following causal relationships i.e. i) tourism-induced carbon emissions, ii) energy-induced emissions, iii) investment – induced emissions, iv) growth led tourism, v) investment led tourism and vi) health led tourism development in the region.