interpreting economic time series this paper explores some of the implications for econometric practice of the principle that people s observed behavior will change when their constraints change in dynamic contexts a proper definition of people s constraints includes among them laws of motion that describe the evolution of the taxes they must pay and the prices of the goods that they buy and sell changes in agents perceptions of these laws of motion or constraints will in general produce changes in the schedules that describe the choices they make as a function of the information that they possess until very recently received dynamic econometric practice ignored this principle the practice of dynamic econometrics should be changed so that it is consistent with the principle that people s rules of choice are influenced by their constraints this is a substantial undertaking and involves major adjustments in the ways that we formulate estimate and simulate econometric models

testing dependence between gdp and tourism s growth rates abstract the main aim of this paper is to link the economic behaviour and statistical properties of gdp and tourism receipts growth rates through modelling the dependence to that end two developed economies such as the united kingdom non tourist oriented and spain tourist oriented and an emerging economy such as croatia tourist oriented are considered as case studies therefore a copula based garch approach is employed to describe the dependence structure between gdp and tourism receipts growth rates in this respect any causality and cointegration between tourism and gdp could justify public policies that promote a more efficient public resource allocation in the tourism industry additionally evidence of dependence between growth rates can justify the extent and direction of these policies results indicate that there is a significant asymmetric and positive dependence between tourism and gdp growth rates for the three countries studied though only for croatia is it time varying over time

exports and economic growth evidence from 19th century europe abstract cointegration and granger causality tests on data for six european countries from around the middle of the 19th century to 1913 show that exports and gnp were cointegrated and granger causally related with export led growth in italy norway and sweden

determinants of international tourism a three dimensional panel data analysis international tourism is a fast growing industry generating half a trillion dollars in annual revenues and accounting for almost 10 of total international trade and almost half of total trade in services yet it has so far failed to receive the attention it deserves from mainstream economics this paper attempts to provide an initial understanding of the determinants of international tourism this paper claims that international tourism as other forms of trade in services is driven by unique factors of production and may be better dealt with in a single industry study rather than in a general equilibrium trade model in order to understand these determinants the world is viewed as a market of differentiated products and a discrete choice estimation technique is applied to a large three dimensional data set of tourist flows it is shown that a relatively simple estimation technique combined with a rich data set can deliver reasonable substitution patterns it is found among other things that pol

international travelling and trade further evidence for the case of spanish wine based on fractional vector autoregressive specifications this article deals with the relationship between international travelling and trade for this purpose we focus on a particular case study the connection between the spanish wine exports to germany and the german travellers to spain unlike previous studies we use a methodology based on fractional vector autoregressive var models which permits us to compute the impulse responses in a similar way as in the standard var case the results show that the orders of integration of the two series are constrained between 0 and 1 being higher for the arrivals series than for the exports the impulse response analysis reveals that an increase in travelling produces a positive initial impact on trade though it tends to disappear in the long run

does tourism effectively stimulate malaysia s economic growth abstract this study attempts to further verify the validity of the tourism led growth hypothesis in malaysia using a multivariate model derived from the solow growth theory it employs annual data from 1975 to 2011 we find that economic growth tourism and other determinants are cointegrated specifically tourism has a positive impact on malaysia s economic growth both in the short run and in the long run the granger causality test indicates that tourism granger causes economic growth all this provides the empirical support for the tourism led growth hypothesis in malaysia in light of this any policy initiative that promotes tourism could contribute to malaysia s economic growth

tourism development and economic growth a closer look at panels abstract this paper applies the new heterogeneous panel cointegration technique to re investigate the long run comovements and causal relationships between tourism development and economic growth for oecd and nonoecd countries including those in asia latin america and sub sahara africa for the 1990 2002 period on the global scale after allowing for the heterogeneous country effect a cointegrated relationship between gdp and tourism development is substantiated it is also determined that tourism development has a greater impact on gdp in nonoecd countries than in oecd countries and when the variable is tourism receipts the greatest impact is in sub sahara african countries additionally the real effective exchange rate has significant effects on economic growth finally in the long run the panel causality test shows unidirectional causality relationships from tourism development to economic growth in oecd countries bidirectional relationships in nonoecd countries but only weak relationships in asia our empirical findings have major policy implications

tourism and economic development the beach disease abstract 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

modeling exchange rate dependence dynamics at different time horizons despite an extensive body of research the best way to model the dependence of exchange rates remains an open question in this paper we present a new approach which employs a flexible time varying copula model it allows the conditional correlation between exchange rates to be both time varying and modeled independently from the marginal distributions we introduce a dynamic specification for the correlation using the fisher transformation applied to euro us dollar and japanese yen us dollar our results reveal a significantly time varying correlation dependent on the past return realizations we find that a time varying copula with the proposed correlation specification gives better results than alternative dynamic benchmark models the dynamic copula model outperforms at six different time horizons ranging from hourly to daily confirming the model specification c 2010 elsevier ltd all rights reserved

the impacts of immigrants and institutions on bilateral tourism flows abstract in this paper we use data on recent bilateral tourism flow from 34 organisation for economic co operation and development oecd countries to 52 middle to low income countries for the period 1995 2010 to determine whether immigration trade and institutional quality play a role in driving oecd nationals to visit immigrant source countries except for the african countries the results show that immigrants residing in oecd countries have a positive advertising effect for their home country inducing tourism flows from oecd countries we also find that the quality of institutions along with freedom and civil liberty indices are important in selecting tourism destinations a massive 8 of the variation in tourism flows can be accounted for by these factors these results hold for the subsample and the whole sample with two exceptions european and african destinations we posit that this feature of the data exists because european african countries are so similar to each other and small differences in the indexes do not matter at the top bottom of the distribution by controlling for gravity and macroeconomic stability variables we also show that the trade flows between countries among other factors play a crucial and stable role on tourism flows dynamic panel data estimation is used to account for the influence of repeat visits and support our findings

are output growth rate distributions fat tailed some evidence from oecd countries this work explores some distributional properties of aggregate output growth rate time series we show that in the majority of oecd countries output growth rate distributions are well approximated by symmetric exponential power densities with tails much fatter than those of a gaussian fat tails robustly emerge in output growth rates independently of i the way we measure aggregate output ii the family of densities employed in the estimation iii the length of time lags used to compute growth rates we also show that fat tails still characterize output growth rate distributions even after one washes away outliers autocorrelation and heteroscedasticity

is the tourism economic growth nexus time varying bootstrap rolling window causality analysis for the top 10 tourist destinations this article explores the time varying causal nexus between tourism development and economic growth for the top 10 tourist destinations in the world namely china france germany italy mexico t

tourism development energy consumption and environmental kuznets curve trivariate analysis in the panel of developed and developing countries abstract 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

the economic value of co movement between oil price and exchange rate using copula based garch models article i nfo the us dollar is used as the primary currency of international crude oil trading as such the recent substantial depreciation in the us dollar has resulted in a corresponding increase in crude oil prices in addition oil price and exchange rate returns have been shown to be skewed and leptokurtic and to exhibit an asymmetric or tail dependence structure therefore this study proposes dynamic copula based garch models to explore the dependence structure between the oil price and the us dollar exchange rate more importantly an asset allocation strategy is implemented to evaluate economic value and confirm the efficiency of the copula based garch models in terms of out of sample forecasting performance a dynamic strategy based on the cgarch model with the student t copula exhibits greater economic benefits than static and other dynamic strategies in addition the positive feedback trading activities are statistically significant within the oil market but this information does not enhance the economic benefits from the perspective of an asset allocation decision finally a more risk averse investor generates a higher fee for switching from a static strategy to a dynamic strategy based on copula based garch models

the impact of crisis events and macroeconomic activity on taiwan s international inbound tourism demand abstract the number of inbound tourism arrivals directly impacts the tourism industry and the government agency investments therein therefore policymakers need to improve their understanding of how crisis events affect the demand for inbound tourism from the first quarter of 1996 to the second quarter of 2006 taiwan experienced four major disasters at approximately two year intervals these disasters included the asian financial crisis in 1997 the 21st september 1999 earthquake the 11th september 2001 attacks in the united states and the outbreak of sars in 2003 this paper examines the impact of crisis events on the demand for tourism in order to establish a better understanding of changes and trends in the demand for international tourism this paper uses the auto regression distributed lag model by pesaran shin and smith pesaran m h shin y smith r j 2001 bounds testing approaches to the analysis of long run relationship journal of applied econometrics 16 289 326 to examine the negative impact of these disasters on the demand for inbound tourism this paper also explores the influence of variables such as foreign exchange rates incomes relative prices and transportation costs on the dynamics of the demand for inbound tourism this paper finds that a long term equilibrium exists among all variables indicating that macroeconomic variables may be used to determine the rise or fall of the number of inbound tourism arrivals income and foreign exchange rates are both significant explanatory variables in terms of incurred losses the number of inbound tourism arrivals suffered the greatest decline during the outbreak of severe acute respiratory syndrome sars followed by the 21st september 1999 earthquake and the 11th september 2001 attacks the impact of the asian financial crisis was relatively mild this paper finds that any impact on safety whether domestic or international negatively affects tourism demand the impact of financial crises on tourism demand is less significant ensuring the safety and health of tourists is the key to maintain demand for inbound tourism

factors affecting co2 emissions in china s agriculture sector a quantile regression abstract rapid development of agriculture mechanization and the agro industry in china considered as a large agricultural country has led to a substantial increase in energy consumption and co2 emissions majority of existing studies usually explore the driving forces of the sector s co2 emissions using the averaging method however data distribution of economic variables is often non normal with the tail having hidden important information according to the average annual co2 emissions this paper divides china s 30 provinces into six quantile grades and uses the quantile regression method to investigate the driving forces of co2 emissions under high medium and low emission levels the results show that the effects of economic growth on co2 emissions in the upper 90th and 75th 90th quantile provinces are higher than in the 50th 75th 25th 50th 10th 25th and lower 10th quantile provinces due to the differences in fixed asset investment and agricultural processing the impact of energy efficiency in the upper 90th 75th 90th and 50th 75th quantile provinces are stronger than those in the 25th 50th 10th 25th and lower 10th quantile provinces because of the huge difference in r d funding and r d personnel investments the effect of urbanization in the higher 90th quantile provinces is higher than in the other quantile provinces owing to the differences in the level of agricultural mechanization and human capital accumulation similarly financial capacity has the largest impact on co2 emissions in the upper 90th quantile provinces in all quantile provinces however the impact of industrialization in the upper 90th quantile provinces is lower than in other quantile provinces thus the heterogeneous effects of the driving forces should be taken into consideration when discussing co2 emissions reduction in china s agriculture sector

the tourism economy causality in the united states a sub industry level examination abstract this study analyzes the relationships between the performance of four tourism related industries airlines casinos hotels and restaurants and gdp in the u s using cointegration and granger causality tests the results show no cointegration between economic growth and industry performance in the u s this suggests that mechanisms to increase the revenue of tourism related industries can potentially be successful in the long run even in the face of sustained economic stagnation the results also indicate a temporal causal hierarchy among industry performance which could be a good tool for timing and prioritizing the allocation of resources among industries to ensure better overall tourism and economic outcomes investors and managers could also use this temporal hierarchy to identify the best timing for investments and business strategies by observing performance trends of industries higher on the temporal hierarchy

growth effects of leisure tourism and the level of economic development abstractthis study examines 1 whether leisure tourism can contribute to economic growth and 2 if it does whether its growth effects are constant across levels of economic development leisure tourism differs from business tourism in the causal relation with economic growth in addition the natural and heritage related resources for leisure tourism are limited and not reproducible this notion has a significant implication for the relationship between the growth effects of leisure tourism and the level of economic development thus the current study focuses on leisure tourism and controls for the effects of business tourism as an economy grows the growth effects of leisure tourism are expected to diminish due to a lack of continued productivity improvement in the tourism industry the empirical findings in this research reveal that leisure tourism contributes to economic growth at an early stage of economic development but its contribution becomes weaker as the economy develops

impacts of tourism and fiscal expenditure on remote islands in japan a panel data analysis japan consists of many small inhabited islands in addition to four main islands we examine the impact of fiscal expenditure and the number of tourists on per capita taxable income in remote islands using panel data analyses the results show that both fiscal expenditure and population size have significant positive impacts on per capita taxable income whereas the number of tourists does not have statistically significant impact they indicate that tourism development would not work as a substitute for financial support from the government in other words continuous financial support may be needed to maintain the islands economies

modelling the domestic and foreign tourist arrivals to tamil nadu india in recent years due to the indian federal government s and tamil nadu state government s various initiatives and promotional activities foreign and domestic tourist arrivals in tamil nadu are on the increase this article aims to model the monthly tourist arrivals foreign as well as domestic in tamil nadu for monthly time series data during the period 1998 to 2002 using univariate time series models as both time series show strong seasonal patterns we also investigate the possibility of seasonal unit roots in the domestic and foreign tourist arrivals series the results show that significant growth in domestic and foreign arrivals takes place during the months december to january growth rate for domestic tourist arrivals is positive during april and may but is negative for the foreign tourist arrivals during april and insignificant during may such information would be very useful to the tamil nadu government and the tourism industry in maximizing the usage of available tourist spot infrastructure

evaluating interval forecasts a complete theory for evaluating interval forecasts has not been worked out to date most of the literature implicitly assumes homoskedastic errors even when this is clearly violated and proceed by merely testing for correct unconditional coverage consequently i set out to build a consistent framework for conditional interval forecast evaluation which is crucial when higher order moment dynamics are present the new methodology is demonstrated in an application to the exchange rate forecasting procedures advocated in risk management

the determinants of italian domestic tourism a panel data analysis abstract in this study a gmm panel data estimation is used to investigate the main determinants of italian domestic tourism demand as measured by regional bilateral tourism flows the analysis is developed both at aggregate level and for the two traditional macro areas of the country namely centre north and south for the whole nation the importance of traditional economic variables in determining domestic tourism flows is confirmed however tourist actual choices appear also to be influenced by past experiences and by regional differences in the quality of the wider environment additionally it appears that for italian tourists domestic and international destinations behave as substitutable goods the sub sample analysis highlights some interesting differences between macro areas in particular southern tourists appear more responsive to income variations and less sensitive to prices differentials than their northern counterparts moreover the degree of competition between domestic and outbound trips is higher in the south finally southern tourists seem to be more influenced by environmental attributes while northern tourists are more sensitive to cultural activities

tall paper walls the political economy of visas and cross border travel cross border travel for business personal and tourism purposes is an important component of trade in services in 2013 travel accounted for 25 of services export in the world trade in services accounted for 12 of gdp in the world hence the role of travel in many economies is substantial the current paper studies the determinants of cross border flows of people with a particular emphasis on the role of visa policies we adopt the un general assembly affinity index a measure of the quality of bilateral relations between nations to instrument for bilateral visa policy we find that ceteris paribus imposing visa restrictions on a country reduces travel from that country by about 73 in 2010 implying restrictive visa policies discourage cross border travel significantly this implies an adverse impact of restrictive visa policies on trade in services

investigating the influence of tourism on economic growth and carbon emissions evidence from panel analysis of the european union the study investigates the influence of tourism on economic growth and co2 emissions in the empirical analysis unit root and cointegration tests using panel data of european union countries from 1988 to 2009 are performed to examine the long run equilibrium relationship among tourism co2 emissions economic growth and foreign direct investment fdi results from panel cointegration techniques and fixed effects models indicate that a long run equilibrium relationship exists among these variables furthermore tourism co2 emissions and fdi have high significant positive effect on economic growth economic growth in turn shows a high significant positive impact on co2 emissions while tourism and fdi incur a high significant negative impact on co2 emissions

rational expectations in agricultural economics research and policy analysis despite recognition by agricultural economists that price expectations are important in agricultural decision making few changes in the way price expectations appear in economic models of agriculture have been made during the past two decades for example in the major proportion of existing supply response studies it has been assumed that price expectations are formed adaptively for an illustration of the extent that this assumption has been used see askari and cummings that is expected price is assumed to be a weighted average of past prices with the weights declining geometrically over time in other supply response studies it is assumed that a polynomial distributed lag on product prices provides an adequate representation of the system s dynamic structure see for example meilke zwart martin or fisher however as muth p 315 noted there is little evidence to suggest that the presumed relations bear a resemblance to the way the economy works although data on anticipations are collected in many ways only a few studies have tried to determine how individual decision makers actually form expectations heady and kaldor turnovsky and fisher and tanner katona in calling for more research of this kind also identifies some difficulties in studying the psychology of individuals learning processes until psychologists make more progress in this area economists who incorporate anticipations in their models will have to use another approach however there are few choices the popular adaptive expectations hypothesis is inadequate not because it implies that the forecast of a particular variable is a distributed lag of its own past values but because it implies that the distributed lag parameters are restricted in an ad hoc way in general assuming that price expectations are formed adaptively is ad hoc because the parameter restrictions in the distributed lag are not the result of an optimization process alternative formulations such as the assumption that expectations are naive or generated by some other simple autoregressive form are inadequate for similar reasons the rational expectations hypothesis

economies of scale in the australian tourism industry the measurement of economies of scale in the tourism industry has not been done to this point as tourism is not a specific industry according to international statistical standards among many industries related to tourism four sectors accommodation transport retail trade and recreational services across six states and two territories from 1997 to 2007 are studied as they contribute nearly 70 of tourism output in australia by comparing regression results from the cobb douglas c d production function and the translog production function we find that there is evidence of increasing returns in transport retail trade and recreational services at the industry level however accommodation is characterized by constant returns to scale at the industry level as accommodation is responsible for the biggest share of tourism output this suggests that overall the tourism sector is not characterized by increasing returns we also find that the degrees of returns to scale from the c d and translog product

analysis of optimal timing of tourism demand recovery policies from natural disaster using the contingent behavior method this paper examines the applicability of contingent behavior hereafter cb method for analyzing dynamic processes and efficient policies in tourism demand recovery the cb questionnaires used for this study used a hypothetical disaster situation of bird flu in kyoto japan safety event visitor information and price discounting policies were designed accordingly respondents were then asked about their willingness to travel time the results showed the optimal timing for devising pertinent policies during the year we found that the first step requires a safety information announcement within one week immediately after disaster site decontamination the second step is the implementation of event information policy within 24th to 36th week after the disaster the third step constitutes announcing visitor information within the 37th to 52nd week after the second step the final step is the implementation of price discounting policy until the 52nd week immediately after the third step

measuring and forecasting regional environmental and economic efficiency in italy abstractenvironmental and economic efficiency has being receiving growing attention among researchers in general terms this concept is related to the capability of the economic systems to employ natural resources efficiently so as to increase economic and human wealth this clearly implies that both the economic and ecological aspects of decisions ought to be considered bearing this in mind this article considers economic and ecological performance together by applying data envelopment analysis and the malmquist productivity index to investigate the efficiency of the 20 italian regions from 2004 to 2011 the results reveal that the northern regions have been more efficient than the southern ones highlighting the strong geographical differences between the two furthermore this article uses the grey system theory to forecast regional economic and environmental efficiency the results of the forecasting analysis show that the north south duality remains strong and will possibly increase since the r

exploring the effects of international tourism on china s economic growth energy consumption and environmental pollution evidence from a regional panel analysis abstract this study explores the effects of international tourism on china s economic growth energy consumption and environmental pollution as proxied by co 2 emissions in a multivariate framework using regional panel data over the period 1995 2011 our findings suggest that the tourism induced ekc hypothesis does not exist in central china and is merely weakly supported in eastern and western china however results show that tourism has a negative impact on co 2 emissions in the eastern region which contradicts with our perception to some extent panel causality tests show that the directions of causality in both short and long runs are mixed among regions nevertheless our findings reveal that tourism causally affects economic growth and co 2 emissions in the long run thus tourism led growth hypothesis is verified under all three scenarios our findings also suggest that in all three regions there is bidirectional causality between economic growth and co 2 emissions overall these results imply that low carbon tourism in china should be continuously supported which provides significant insights to policy makers at various government levels

forecasting long haul tourism demand for hong kong using error correction models forecasting accuracy is particularly important when forecasting tourism demand on account of the perishable nature of the product this study compares a range of forecasting models in the context of predicting annual tourist flows into hong kong from the major long haul markets of the us the uk germany and major short haul markets of china japan and taiwan econometric forecasting models considered included error correction models ecms based on permanent income life cycle pi lc hypothesis pi lc ecm and alternative cointegration approaches engle and granger 1987 johansen 1988 and ordinary least square ols approaches both autoregressive integrated moving average arima and no change model hereafter naive models are used as a benchmark time series model for accuracy comparisons it was hypothesized that pi lc ecm is a better forecasting model particularly for long haul tourism demand the objective of this article is to investigate whether the application of pi lc ecm could improve the

a panel data analysis of the effect of corruption on tourism this study empirically tests the hypothesis that corruption has a negative effect on tourism having to pay bribes while on holiday or a business trip increases the costs of travelling to a country where corruption is prevalent tourists are thus more likely to travel to countries where these additional costs do not need to be incurred this hypothesis is tested using a panel data set of over 100 countries and 16 years the results indicate that a 1 point increase in the corruption perception index implying a decrease in corruption results in a 2 to 7 increase in tourist inflows in addition tourist inflows rise with gdp per capita openness and growth and are higher in countries with a temperate climate

time series analysis for financial market meltdowns abstract there appears to be a consensus that the recent instability in global financial markets may be attributable in part to the failure of financial modeling more specifically it is alleged that current risk models have failed to properly assess the risks associated with large adverse stock price behavior in this paper we first discuss the limitations of classical time series models for forecasting financial market meltdowns then we set forth a framework capable of forecasting both extreme events and highly volatile markets based on the empirical evidence presented in this paper our framework offers an improvement over prevailing models for evaluating stock market risk exposure during distressed market periods

the demand for international tourism in the mediterranean region the paper studies the demand for international tourism in the mediterranean region first a review of the most important attempts to model econometrically the demand for international tourism in the past is given followed by a formal presentation of the proposed theoretical model in particular a version of the almost ideal demand system aids is adopted and a description of the variables involved and their sources together with the estimation procedure are provided the diagrammatic analysis performed contributes to a better understanding of the evolution of the dependent variable over time the results with respect to the expenditure as well as to the own and cross price elasticities may be regarded as econometrically satisfactory and a reasonable economic explanation is given

fixed effect estimation of highly mobile production technologies we consider fixed effect estimation of a production function where inputs and outputs vary over time space and cross sectional unit we exploit variability in the spatial dimension to identify time varying individual effects without parametric assumptions on the effects while estimation is unbiased asymptotics along the spatial dimension allow estimation of robust standard errors and asymptotic normality of the marginal products also if inference on the estimates of the individual effects is warranted then spatial asymptotics provide asymptotic normality while precluding an incidental parameters problem caused by asymptotics along the time or crosssectional dimensions we apply our results to a production function of bottom trawler fishing vessels in the flatfish fisheries of the bering sea we find significant spatial variability of output catch which we exploit in estimation of a harvesting function we conclude that vessel individual effects did not change across the period 2002 to 2004 we apply the theory of ranking and selection to determine that individual effects are not statistically significant across vessels

oil prices tourism income and economic growth a structural var approach for european mediterranean countries abstract in this study a structural var model is employed to investigate the relationship among oil price shocks tourism variables and economic indicators in four european mediterranean countries in contrast with the current tourism literature we distinguish between three oil price shocks namely supply side aggregate demand and oil specific demand shocks overall our results indicate that oil specific demand shocks contemporaneously affect inflation and the tourism sector equity index whereas these shocks do not seem to have any lagged effects by contrast aggregate demand oil price shocks exercise a lagged effect either directly or indirectly to tourism generated income and economic growth the paper does not provide any evidence that supply side shocks trigger any responses from the remaining variables results are important for tourism agents and policy makers should they need to create hedging strategies against future oil price movements or plan for economic policy developments

is the tourism led growth hypothesis valid after the global economic and financial crisis the case of spain 1957 2014 abstract since the first paper on the subject was published in 2002 the tourism led growth hypothesis tlgh has constituted one of the most predominant topics in tourism literature spain is a leading country in the tourism industry and one where this hypothesis has been tested with several studies confirming the relationship between spain s tourism development and its economic growth however the existing studies for spain do not take into account recent turbulences such as the global financial and economic crisis and the arab spring uprisings that have shocked tourism markets this paper re examines the tlgh for the spanish case in the light of these events in order to investigate the robustness of the relationship between tourism and economic growth

a generalized extreme value approach to financial risk measurement this paper develops an unconditional and conditional extreme value approach to calculating value at risk var and shows that the maximum likely loss of financial institutions can be more accurately estimated using the statistical theory of extremes the new approach is based on the distribution of extreme returns instead of the distribution of all returns and provides good predictions of catastrophic market risks both the in sample and out of sample performance results indicate that the box cox generalized extreme value distribution introduced in the paper performs surprisingly well in capturing both the rate of occurrence and the extent of extreme events in financial markets the new approach yields more precise var estimates than the normal and skewed t distributions

investigating causality in international air freight and business travel the case of australia few studies have examined the link between air cargo and business travel despite there being a generally accepted understanding that these two variables are inextricably related to each other thi

is tourism an engine for economic recovery theory and empirical evidence abstract the purpose of this study is to examine the causal relationships between tourism development and economic growth for this purpose the dumitrescu and hurlin 2012 technique was employed to analyze the casual link between tourism development and economic growth in seven european countries the results showed that there is bidirectional causality between growth in tourism receipts and economic growth suggesting that economic growth and tourism development are interdependent and that tourism development stimulates economic growth and vice versa in these countries theoretical and practical implications are discussed within the realms of growth conservation feedback and neutrality hypotheses

the nature of the relationship between international tourism and international trade the case of german imports of spanish wine this article deals with the relationship between international trade and tourism we focus on the effect that german tourism to spain has on german imports of spanish wine due to the different stochastic properties of the series under analysis which display different orders of integration a methodology is used based on long memory regression models where tourism is supposed to be exogenous the period covered is january 1998 to november 2004 the results show that tourism has an effect on wine imports that lasts between 2 and 9 months disaggregating the imports across the different types of wine it is observed that only for red wines from navarra penedus and valdepenas and to a certain extent for sparkling wine tourism produces an effect on future import demand from a policy making perspective our results imply that the impact of tourism on the host economy is not only direct and short term but also oblique and delayed thus reinforcing the case for tourism as a means for economic development

backtesting basel iii evaluating the market risk of past crises through the current regulation are the recommendations from the bank for international settlements bis effective to a broad set of financial crises we submitted two of the main basel iii recommendations for market risk to a b

does a common currency promote countries growth via trade and tourism the main aim of this study is to contribute to the debate on the effects of a common currency in particular the impact of a common currency on growth via trade and tourism is explored for a panel dataset which includes 179 countries as destination and 30 oecd countries as origin over the period 1995 2006 this research contributes to previous work in three ways i tourism is included as an additional channel for a common currency to promote growth ii the heterogeneity of countries is addressed by dividing the sample into three groups of countries by income and iii up to date data including the case of the euro are considered the results obtained suggest that a common currency strengthens economic growth by promoting not only international trade but also tourism

the bounds test approach for cointegration and causality between financial development international trade and economic growth the case of cyprus this study employs the bounds test for co integration and granger causality tests to investigate the long run equilibrium relationship and the direction of causality between financial development international trade and real income growth for the cyprus economy the results of the study reveal that financial development as measured by broad money m2 international trade and real income growth are cointegrated thus a long run equilibrium relationship can be inferred among these three variables on the other hand granger causality test results suggest that in cyprus the growth in real income stimulates the growth of international trade both exports and imports and the growth of money supply furthermore growth in imports of goods and services also stimulates a growth in exports of goods and services of cyprus although this result contradicts our initial expectations it indicates the importance of capital inflows in cyprus that plays a major role in financing the investments mainly in the tourism

tourism as a long run economic growth factor the spanish case this paper examines the role of tourism in the spanish long run economic development the tourism led growth hypothesis is confirmed through cointegration and causality testing the results indicate that at least during the last three decades economic growth in spain has been sensible to persistent expansion of international tourism the increase of this activity has produced multiplier effects over time external competitivity has also been proved in the model to be a fundamental variable for spanish economic growth from the empirical analysis it can be inferred the positive effects on income that government policy in the adequacy of supply as well as in the promotion of tourist activity may bring about

the contribution of tourism development to economic growth in the korean economy abstract this study investigates the causal relations between tourism growth and economic expansion for the korean economy by using engle and granger two stage approach and a bivariate vector autoregression var model two principle results emerge from this study first the results of a cointegration test indicate that there is no long run equilibrium relation between two series second the outcomes of granger causality test imply the one way causal relationship of economic driven tourism growth the hypothesis of tourism led economic growth is not held in the korean economy this consequence is supported by testing the sensitivity of causality test under different lag selections along with the optimal lag

tourism and economic growth nexus revisited a panel causality analysis for the case of the mediterranean region abstract tourism is perceived as an important source of foreign exchange that is used for financing economic growth this study offers a modern approach to tourism led growth and investigates the causal relationship between tourism and economic growth in the european asian and african countries that border the mediterranean sea the study uses panel data for the period 1998 2011 and adopts a panel granger causality analysis developed by dumitrescu and hurlin 2012 to assess the contribution tourism makes to economic growth in each country the results indicate that the direction of causality between tourism and economic growth depends on the country group and tourism indicator furthermore the european countries are better able to generate growth from tourism in the mediterranean region

a copula var x approach for industrial production modelling and forecasting world economies and especially european ones have become strongly interconnected in the last decade and a joint modelling is required we propose here the use of copulae to build flexible multivariate distributions since they allow for a rich dependence structure and more flexible marginal distributions that better fit the features of empirical data such as leptokurtosis we use our approach to forecast industrial production series in the core european monetary union emu countries and we provide evidence that the copula vector autoregression var model outperforms or at worst compares similarly to normal var models keeping the same computational tractability of the latter approach

how resilient is la reunion in terms of international tourism attractiveness an assessment from unit root tests with structural breaks from 1981 2015 even if local policymakers increasingly claim that tourism is one of the key factors of future economic development for the french small island la reunion international tourist arrivals are observed to be locked in a stagnation phase since the beginning of the 2000s starting from this stylised fact this article aims to study if this phenomenon results from major external events hurting this economy regularly next by using univariate unit root procedures with structural breaks we test for evidence of permanent or transitory effects of external shocks on international tourist inflows total by source markets and by category over the period 1981 2015 finally the empirical analysis allow us to reject the null of a unit root then stagnation of tourism arrivals to la reunion is not due to exogenous shocks but probably results from endogenous impediments within the domestic tourism industry and unsuitable public policies

time varying linkages between tourism receipts and economic growth in south africa the causal link between tourism receipts and gdp has recently become a major focus in the tourism economics literature results obtained in recent studies about the causal link appear to be sensitive with respect to the countries analysed sample period and methodology employed considering the sensitivity of the causal link we use rolling window and time varying coefficient estimation methods to analyse the parameter stability and granger causality based on a vector error correction model vecm when applied to south africa for the period 1960 2011 the findings are as follows results from the full sample vecm indicate that there is no granger causality between tourism receipts and gdp while the findings from the time varying coefficients model based on the state space representation show that tourism receipts have positive predictive content for gdp for the entire period with the exception of the period between 1985 and 1990 full sample time varying causality tests show bidirectional strong causal

assessing the importance of international tourism for the turkish economy a social accounting matrix analysis abstract the international tourism sector has grown rapidly in turkey since the 1980s and turkey ranks among the top ten countries in terms of tourist arrivals and receipts previous studies on international tourism in turkey are partial equilibrium studies which emphasized the importance of the sector for foreign exchange earnings employment creation and economic growth the social accounting matrix sam modeling approach is superior to partial equilibrium analysis as it takes into account intersectoral linkages this paper analyzes the contribution of international tourism to the turkish economy using two sams for 1996 and 2002 respectively two analyses are conducted using the sam impact model i sectoral comparison of gdp elasticities and ii sam impact analysis of international tourism on output value added and employment the results show that the gdp elasticity of international tourism is relatively low and the impact of foreign tourist expenditures on domestic production value added gdp and employment in turkey are modest the results imply the possibility of leakage of foreign tourist expenditures out of the economy

the implications of tourism specialisation in the long run an econometric analysis for 13 oecd economies abstract the paper aims to illumine the longrun impact of specialisation in tourism it is shown that specialisation in tourism may not be deleterious for economic welfare once the terms of trade are considered conditions for an improvement in welfare are laid out and their existence tested by econometric methods within an almost ideal demand system formulation of tourist expenditure for 13 oecd economies the analysis uses cointegration techniques and novel sequential break dating procedures evaluated where the time dimension is small the values of the estimated parameters suggest that long run growth may not be harmed by tourism specialisation

income and the substitution pattern between domestic and international tourism demand this article analyses the role of income in the decision of participating in the tourism demand within 1 year the tourists who are participating can travel to domestic destinations only abroad destinations only or to both of them such a substitution pattern is modelled using a bivariate probit model the analysis is carried out to the regional level using a survey conducted in 15 european eu 15 countries in addition to the traditional socioeconomic variables the analysis adds new variables to the outbound tourism demand modelling such as the attributes of the place of residence the results show that tourism demand is income elastic however there are marked differences in the income elasticities of the probabilities of travelling domestically or abroad above certain income threshold the substitution pattern between destinations takes part the probability of travelling domestically only remains constant whereas the probability of travelling abroad keeps growing additionally the article prov

causality cointegration and control abstract the first sections of the paper show that causality tests can be relevant when considering the effectiveness of a control mechanism rejecting some results in earlier papers the relevance comes from a more careful consideration of what information is available to whom and when compared to previous work the final section of the paper extends this analysis to cointegrated variables when causality is a necessary consequence

quality and endogenous tourism an empirical approach abstract 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

tourism expansion tourism uncertainty and economic growth new evidence from taiwan and korea abstract this study examines the causal relationship between tourism expansion and economic growth in two asian countries taiwan and south korea an egarch m model with uncertainty factors is employed to examine the direction of causality between tourism expansion and economic growth as well as the impulse impacts of uncertainty on both variables the results indicate that the tourism led economic growth hypothesis is supported for taiwan while a reciprocal causal relationship is found for south korea the significant impacts of uncertainty on growth are also identified

international tourism higher education and economic growth the case of north cyprus this study investigates the long run equilibrium relationship between international tourism higher education growth real income growth and the direction of causality among these variables for the turkish republic of northern cyprus which is not recognised by any country other than turkey results reveal that international tourism and higher education are in a long run equilibrium relationship with real income growth international tourism and higher education have an inelastic yet positively significant impact on real income growth in the long run period finally the results of the present study reveal that both the tourism led growth and the higher education led growth hypotheses are confirmed for north cyprus

causality between exports and economic growth abstract this paper utilizes granger causality tests in investigating the relationship between exports and national income from a consistent data set for 47 developing countries in africa new empirical results as well as suggestions for future research are presented

museum and monument attendance and tourism flow a time series analysis approach this article takes a time series analysis approach to evaluate the directions of causality between tourism flows on the one side and museum and monument attendance on the other we consider italy as a case study and analyse monthly data over the period january 1996 to december 2010 all the considered series are seasonally integrated and co integration links emerge we focus on the error correction mechanism among co integrated time series to detect the directional link s of causality clear cut results emerge bi directional causality exists in the long run dynamics but it is the long run dynamics of visits to museums and monuments that mainly adjust to tourism variables arrivals overnights average stays in the short run there are some causal effects going from the cultural sites attendance to tourism dynamics the nonstationary nature of time series their co integration relationships and the direction of causal links suggest specific implications for tourism and cultural policies

modelling multivariate international tourism demand and volatility international tourism demand which is typically measured as tourist arrivals to australia has experienced dramatic fluctuations in recent years due to changes in the economic financial and political environment however variations in tourism demand specifically the conditional variance or volatility have not previously been investigated in the tourism literature an analysis of such volatility is essential for investigating the effects of shocks in tourism demand models this paper models the conditional mean and conditional variance of the logarithm of the monthly tourist arrival rate from the four leading tourism source countries to australia namely japan new zealand uk and usa using three multivariate static or constant conditional correlation ccc volatility models specifically the symmetric ccc mgarch model of rev econ stat 72 1990 498 symmetric vector arma garch model of econ theory 19 2003 278 and asymmetric vector arma agarch model of australasian meeting of the econometric society brisbane australia 2002 monthly data from july 1975 to 2000 are used in the empirical analysis the results suggest the presence of interdependent effects in the conditional variances between the four leading countries and asymmetric effects of shocks in two of the four countries this is an important result as it emphasizes interdependencies between major tourism source countries as well as the asymmetric effects of positive and negative shocks in tourism demand the estimated ccc matrices for the three models are not substantially different from each other which confirms the robustness of the estimates to alternative specifications of the multivariate conditional variance

limits on price analysis in a recent book sir peter medawar distinguishes between those questions that scientific research can and cannot answer my paper has a more modest goal price analysts have never pretended to answer deep philosophical questions but rather have tried to understand agricultural markets the general objective of price analyses is to make forecasts and simulations that assist private and public decision makers progress has been made toward this general goal but limitations clearly exist to obtaining precise forecasts and useful simulations this paper is about the progress that has been made and the limitations that exist examples from the supply demand and marketing margin literature are used to illustrate the progress and limitations in particular i contrast the progress that has been made in supply analysis with the progress in demand analysis i then suggest ways in which some of the problems might be addressed space constraints however do not permit an exhaustive discussion of these topics

does tourism promote cross border trade we estimate a simultaneous bivariate qualitative choice model of arizona agribusiness firms propensity to trade and visit as a tourist the cross border state of sonora mexico venture business visits quantified through the tourism equation were found to have the largest impact on a firm s propensity to trade tourist visits have a greater impact on trade when combined with other firm attributes such as age perceived need for geographic diversity foreign language fluency and firm size than if considered alone our results suggest that there is a role for government agencies to play in overcoming imperfect information related to trade opportunities through facilitating exploratory business venture and tourist visits

modelling the uncertainty in monthly international tourist arrivals to the maldives abstract the indian ocean tsunami of 26 december 2004 made clear the devastating short term impact in lost lives as well as the longer term impact in lost livelihoods and an uncertain future tourism was one of the more obvious non human casualties of this tragic natural phenomenon tourism is the principal industry in the maldives accounting for more than 30 of gdp and more than 60 of foreign exchange earnings as over 55 of government tax revenue arises from tourism related taxes and monthly government budget financing depends largely on international tourist arrivals the monitoring of daily weekly and monthly international tourist arrivals is essential for fiscal policy evaluation over 600 000 tourists visited the maldives in 2004 this paper examines the time series properties of monthly international tourist arrivals to the maldives from eight major tourist source countries namely italy germany uk japan france switzerland austria and the netherlands from 1 january 1994 to 31 december 2003 monthly international tourist arrivals and the associated uncertainty are estimated for the eight principal tourist source countries univariate and multivariate time series models of conditional volatility or uncertainty are estimated and tested the conditional correlations are estimated and examined to ascertain whether there is specialization diversification or segmentation in the international tourism demand shocks from the major tourism source countries to the maldives the estimated static conditional correlations for monthly international tourist arrivals as well as for the respective transformed series were found to be significantly different from zero but also relatively low this indicates that the government of the maldives and the major tour operators that organise tourist vacations have to emphasise their marketing efforts independently of each tourist source country

does tourism influence economic growth a dynamic panel data approach on average tourism specialized countries grow more than others this is not consistent with the core of modern economic growth theory that suggests that economic growth is linked to sectors with high tech intensity and large scale in this article we use appropriate panel data methods to study the relationship between tourism and economic growth in general we show that tourism is a positive determinant of economic growth both in a broad sample of countries and in a sample of poor countries however contrary to previous contributions tourism is not more relevant in small countries than in a general sample this is a fully modified version of a working paper co authored by one of the authors

the impacts of tourism energy consumption and political instability on economic growth in the mena countries using panel data of 24 countries in the middle east and north african mena region from 2001 to 2009 the purpose of this study is to examine the impacts of tourism energy consumption and political instability on economic growth within the neoclassical growth framework to address the objective of this study we utilise both the static panel data approach as well as the dynamic generalised method of moments gmm estimator to examine the impact of candidate variables our results show that energy consumption and tourism significantly contribute to the economic growth of countries in the mena region hence our study lends some support to the existence of the tourism led growth and energy led growth hypotheses in the region in line with our expectation our estimation results also reveal that political instability impedes the process of economic growth and development in the mena region therefore macroeconomic policies to promote expansion in tourism and energy consumption will directly stimulate economic growth additionally efforts to help the region overcome its history of political instability would attract more international tourist arrivals and further invigorate economic growth

revisiting the tourism led growth hypothesis for turkey using the bounds test and johansen approach for cointegration abstract this paper empirically revisits and investigates the tourism led growth tlg hypothesis in the case of turkey by employing the bounds test and johansen approach for cointegration using annual data from 1960 2006 although gunduz and hatemi j 2005 is the tourism led growth hypothesis valid for turkey applied economics letters 12 499 504 support the tlg hypothesis for turkey suggesting unidirectional causation from tourism to economic growth by making use of the leveraged bootstrap causality tests and ongan and demiroz 2005 the contribution of tourism to the long run turkish economic growth ekonomick casopis journal of economics 53 9 880 894 suggest bidirectional causality between international tourism and economic growth in turkey this study does not find any cointegration between international tourism and economic growth in turkey therefore unlike the findings of gunduz and hatemi j 2005 and ongan and demiroz 2005 this study rejects the tlg hypothesis for the turkish economy since no cointegration was found and error correction mechanisms plus causality tests cannot be run for further steps in the long term

on the empirical relationship between tourism and economic growth abstract this paper studies the dynamics of economic growth and tourism evolution for 80 countries during the period 1995 2016 the variables representing economic and tourism growth are growth rates of per capita gdp and international tourist arrivals per inhabitant respectively using the concept of economic regime the paper introduces a notion of distance between the dynamical paths of different countries then a minimal spanning tree and a hierarchical tree are constructed to detect groups of countries sharing similar performance the two main clusters we find can be interpreted as two groups of countries with high and low performance in the tourism sector and are coherent with the business cycle the evolution of such clusters shows three main stylized facts certain countries move across clusters the low performance cluster tends to span while the high performance one tends to be more compact the distance between the two groups increases in time

is there a relationship between international trade and international travel this paper investigates for the first time whether there is a relationship between international trade and international travel flows using time series econometric techniques using data for australia and four important travel and trading partners the usa the uk nz and japan the paper tests three specific hypotheses that business travel leads to international trade that international trade leads to international travel and that international travel other than business travel leads to international trade using cointegration and granger causality approaches the paper finds support for prior beliefs that there is a relationship between international travel and international trade and suggests that this may be a fruitful area for further research

tourism led growth hypothesis in the top ten tourist destinations new evidence using the quantile on quantile approach this paper examines the empirical validity of the tourism led growth hypothesis in the top ten tourist destinations in the world china france germany italy mexico russia spain turkey the united kingdom and the united states using the quantile on quantile qq approach and a new index of tourism activity that combines the most commonly used tourism indicators this methodology recently introduced by sim and zhou 2015 provides an ideal framework with which to capture the overall dependence structure between tourism development and economic growth the empirical results primarily show a positive relation between tourism and economic growth for the ten countries considered with substantial variations across countries and across quantiles within each country the weakest links are noted for china and germany possibly because of the limited importance of the tourism sector relative to other major economic activities in those countries important country specific policy implications may be drawn from these findings

tourism trade and growth the case of cyprus although the relationship between international trade and economic growth has found a wide application area in the literature over the years this can not be said about tourism and growth or trade and tourism this study employs the bounds test for cointegration and granger causality tests to investigate a long run equilibrium relationship between tourism trade and real income growth and the direction of causality among themselves for cyprus results reveal that tourism trade and real income growth are cointegrated thus a long run equilibrium relationship can be inferred between these three variables on the other hand granger causality test results suggest that real income growth stimulates growth in international trade both exports and imports and international tourist arrivals to the island furthermore growth in international trade both exports and imports also stimulates an increase in international tourist arrivals to cyprus and finally real import growth stimulate growth in real export

a rational expectations model for the poultry sector in greece poultry meat production became systematic and business oriented from 1960 onwards especially during the period 1965 75 meat production showed a marked rise being increased nearly fivefold as a result of this increase in production greece has reached self sufficiency levels covering about 20 of total meat production compared to 7 in the early 1960s so far very little work has been done in analysing the rational expectations hypothesis in the context of a market model in this paper an attempt is made to examine the rational expectations hypothesis for the poultry meat sector within the framework of a simultaneous equations model that describes the factors affecting demand and supply as well as the link between farmers prices and consumers prices moreover in this study a rational expectations mechanism is integrated into the model and the hypothesis is tested it may be noted that poultry is a characteristic case of the operation of free market forces the structural equations of the model are e

dynamic equilibrium in markets for perennial crops a dynamic equilibrium model for perennial crop markets is formulated price expectations are formed according to perfect foresight and both the age composition of the crop and the optimal rotation are determined endogenously the model is applied to the california alfalfa market the calculated long run equilibrium acreage is quite close to average acreage over the base period the results also exhibit cyclical fluctuations in acreage with a six percent coefficient of variation thus cyclical behavior can arise from technical characteristics of the production process as well as from imperfectly formed expectations or random exogenous shocks

corporate governance tourism growth and firm performance evidence from publicly listed tourism firms in five middle eastern countries this study explores the under researched relationship between corporate governance and firm performance in tourism companies we employ instrumental variable modelling using 2sls for publicly listed firms in five countries in the middle east board independence is found to be positively related to firm performance and stock performance suggesting that having independent directors among board members will improve overall firm performance board size shows opposing results large boards enhance firm profitability however small boards exhibit more efficient stock performance finally we support the tourism led growth hypothesis in our selected sample these findings have empirical implications for policy makers governments and academics

the long run impact of exchange rate regimes on international tourism flows abstract notwithstanding the systematic inclusion of an exchange rate variable of some form in studies examining international tourism flows hardly any research has been carried out to test for a possible exchange rate regime effect drawing from recent advances in exchange rate regime classifications this paper begins to fill this gap by investigating the impact of exchange rate regimes on international tourism flows the study employs a system generalized methods of moments sys gmm estimation for tourist arrivals on a panel of 27 organization for economic co operation and development oecd and non oecd countries for the period 1980 2011 the results identify multiple exchange rate regime effects and support the importance of maintaining a relatively stable exchange rate to attract international tourist arrivals

foreign informational lobbying can enhance tourism evidence from the caribbean there exist legal channels for informational lobbying of u s policymakers by foreign principals foreign governments and private sector principals frequently and intensively use this institutional channel to lobby on trade and tourism issues this paper empirically studies whether such lobbying effectively achieves its goal of trade promotion in the context of caribbean tourism and suggests the potential for using foreign lobbying as a vehicle for development panel data are used to explore and quantify the association between foreign lobbying by caribbean principals and u s tourist arrivals to caribbean destinations a variety of sensitivity analyses support the finding of a strong association the policy implications are obvious and potentially important for developing countries

the problem of the persistent hog price cycle a chaotic solution a persistent hog corn price ratio has been known to exist since the early 1930s and many attempts have been made since then to model its dynamics that these models have been ineffectual as forecasting tools is apparent by the fact that the hog cycle has persisted to this day in this paper i propose that increased forecasting accuracy can be obtained by adjusting traditional forecasting models so that they account for deterministic nonlinear processes with improved forecasts the costs of countercyclical production will decrease dampening and perhaps even eliminating the cycle the chaotic dynamics of the hog corn price cycle is confirmed and chaotic models of this system are developed the analysis provides the framework for developing a function to forecast the dynamics of the hog corn price ratio

dynamic linkages between sustainable tourism energy health and wealth evidence from top 80 international tourist destination cities in 37 countries this study examines the relationship between sustainable tourism energy health and wealth in a panel of 37 tourists induced countries that covered around top 80 international tourist destination cities the panel generalized method of moments gmm estimator is used to evaluate the dynamic linkages between the variables the results show that inbound tourism has a positive relationship with energy demand health expenditures per capita income fdi inflows trade and carbon dioxide co2 emissions while outbound tourism increases health expenditures international tourism receipts and global financial crisis increases greenhouse gas ghg emissions and co2 emissions respectively economic growth and trade openness both increases inbound tourism while fdi inflows increase tourism receipts the study confirms environmental kuznets curve ekc for co2 emissions and ghg emissions which eventually indicates that growth reduces the environmental impact of economic activity in the premises of international tourism indicators the results further validate the tourism led growth hypothesis in a panel of selected countries

decomposition of structural and exogenous changes 1989 decomposition of structural and exogenous changes applied economics vol 21 no 1 pp 125 137

a markov model of switching regime arch in this article i present a new approach to model more realistically the variability of financial time series i develop a markov arch model that incorporates the features of both hamilton s switching regime model and engle s autoregressive conditional heteroscedasticity arch model to examine the issue of volatility persistence in the monthly excess returns of the three month treasury bill the issue can be resolved by taking into account occasional shifts in the asymptotic variance of the markov arch process that cause the spurious persistence of the volatility process i identify two periods during which there is a regime shift the 1974 2 1974 8 period associated with the oil shock and the 1979 9 1982 8 period associated with the federal reserve s policy change the variance approached asymptotically in these two episodes is more than 10 times as high as the asymptotic variance for the remainder of the sample i conclude that regime shifts have a greater impact on the properties of the data and i ca

exploring the regional distribution of tourism and the extent to which there is convergence abstract in this paper we test the hypothesis of convergence in a set of twelve of the main tourism source markets of spain over a time period that ranges from january 2000 to september 2015 we analyse the potential convergence by following an econometric strategy consisting of three different methodologies firstly we test for the presence of full convergence in the dataset by means of the panel stationary test developed by hadri 2000 next we conduct a robustness check for the full convergence hypothesis by considering the potential existence of structural breaks in the dataset through the test proposed by carrion i silvestre et al 2005 finally the hypothesis of club convergence philips and sul 2007 is also tested the results point to absence of full convergence even when controlling for structural breaks while three different clubs of convergence are found we discuss potential policy implications that can be extracted from these results