12.07.2015 Views

The Limits of Mathematics and NP Estimation in ... - Chichilnisky

The Limits of Mathematics and NP Estimation in ... - Chichilnisky

The Limits of Mathematics and NP Estimation in ... - Chichilnisky

SHOW MORE
SHOW LESS
  • No tags were found...

You also want an ePaper? Increase the reach of your titles

YUMPU automatically turns print PDFs into web optimized ePapers that Google loves.

110Advances <strong>in</strong> Econometrics - <strong>The</strong>ory <strong>and</strong> Applicationspositive, <strong>and</strong> statistically significant, mean<strong>in</strong>g that the Swiss are relatively more <strong>in</strong>terested <strong>in</strong>summer tourism. <strong>The</strong> rema<strong>in</strong><strong>in</strong>g dummies are either <strong>in</strong>significant or small <strong>in</strong> magnitude.<strong>The</strong> estimated parameters <strong>of</strong> lags 1 <strong>and</strong> 12 are positive <strong>and</strong> significant.In general, the lags <strong>of</strong> the dependent variable for the months <strong>of</strong> January <strong>and</strong> December arealso significant, support<strong>in</strong>g the hypothesis <strong>of</strong> a habit-form<strong>in</strong>g or word-<strong>of</strong>-mouth effect. Some<strong>of</strong> the monthly dummies as proxies for seasonal effects are also significant, <strong>in</strong>clud<strong>in</strong>gJanuary, March, May, June, July, September, October, <strong>and</strong> November. Estimates <strong>of</strong> theDenmark dummy show a clear seasonal variation <strong>in</strong> the pattern <strong>of</strong> Danish tourism dem<strong>and</strong><strong>in</strong> Sweden, such that dem<strong>and</strong> <strong>in</strong> January, February, March, <strong>and</strong> July is higher than <strong>in</strong>December, with lower dem<strong>and</strong> <strong>in</strong> other months.4.2 Results for NorwayTable 3 provides estimates <strong>of</strong> the monthly arrivals from Denmark, Japan, <strong>and</strong> the US toNWT <strong>in</strong> Norway. <strong>The</strong> estimated Norwegian CPI (CPI Nor ) long- run elasticity ranges from0.5% to 0.8% <strong>and</strong> is lower than that for Denmark, Japan, <strong>and</strong> the US. <strong>The</strong> estimated CPI SWcoefficients suggest that a 1% <strong>in</strong>crease <strong>in</strong> CPI Nor results <strong>in</strong> 0.5%, 0.52%, <strong>and</strong> 0.8% decreases <strong>in</strong>tourist arrivals to Norway from Denmark, Japan, <strong>and</strong> the US, respectively. <strong>The</strong> low CPI Norelasticity for Japan <strong>and</strong> the US may be a reflection <strong>of</strong> the depreciation <strong>of</strong> the Norwegiankrone aga<strong>in</strong>st the Japanese yen <strong>and</strong> the US dollar.<strong>The</strong> estimated long run elasticities <strong>of</strong> the relative price variable for Denmark <strong>and</strong> the US areless than one (0.2% <strong>and</strong> 0.6%, respectively), <strong>in</strong>dicat<strong>in</strong>g that a 1% rise <strong>in</strong> the relative price(price <strong>of</strong> tourism <strong>in</strong> Norway relative to Sweden) causes about a 1% fall <strong>in</strong> tourist arrivalsfrom Denmark <strong>and</strong> the US. <strong>The</strong> estimated long run –run elasticity <strong>of</strong> the relative price forJapan is closed to unity (99%), which <strong>in</strong>dicates that a 1% rise <strong>in</strong> the relative price (price <strong>of</strong>tourism <strong>in</strong> Norway relative to Sweden) causes around a 1% drop <strong>in</strong> tourist arrivals fromJapan. <strong>The</strong> estimated long- run elasticity <strong>of</strong> the relative price variable for the UK <strong>and</strong>Switzerl<strong>and</strong> are greater than one, <strong>in</strong>dicat<strong>in</strong>g that the arrival <strong>of</strong> tourists <strong>in</strong> Norway from thesecountries is elastic with respect to the relative price variable. This implies that Norway mustalso ma<strong>in</strong>ta<strong>in</strong> its <strong>in</strong>ternational price competitiveness to ma<strong>in</strong>ta<strong>in</strong> high growth <strong>in</strong> tourist<strong>in</strong>flow. Yet aga<strong>in</strong>, the low exchange rate long- run elasticity for Denmark, Japan, <strong>and</strong> the UScan be a reflection <strong>of</strong> the depreciation <strong>of</strong> the Norwegian krona aga<strong>in</strong>st the Danish krona, theJapanese yen, <strong>and</strong> the US dollar.5. Summary <strong>and</strong> remarksThis chapter has applied the ISUR model, a model not used <strong>in</strong> other studies that haveestimated models for tourism to these two neighbour<strong>in</strong>g regions. First, the model wasapplied to the neighbour<strong>in</strong>g dest<strong>in</strong>ations for the period <strong>of</strong> transition from characteristics <strong>of</strong> alower level <strong>of</strong> <strong>in</strong>tegration <strong>and</strong> <strong>of</strong> fac<strong>in</strong>g competition from other countries, to characteristics<strong>of</strong> a high level <strong>of</strong> <strong>in</strong>tegration, globalization, exposure to an <strong>in</strong>ternational competitive market,<strong>and</strong> high levels <strong>of</strong> <strong>in</strong>come <strong>and</strong> welfare.Second, the model allowed for comparison <strong>of</strong> the changes <strong>in</strong> the behaviour <strong>of</strong> tourismdem<strong>and</strong> <strong>in</strong> each country over time, not only <strong>in</strong> terms <strong>of</strong> the number <strong>of</strong> visitors, price <strong>and</strong>exchange rate, but also <strong>of</strong> relative price elasticities. <strong>The</strong> estimated results show the model tobe consistent with the data, as <strong>in</strong>dicated by both the diagnostic statistic <strong>and</strong> the model’sgood forecast<strong>in</strong>g ability. Moreover, the results are consistent with the properties <strong>of</strong>

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!