The Influence of World Heritage Sites on Tourism Dynamics in the EU 27 Nations
Abstract
:1. Introduction
2. Conceptual Framework
2.1. The Relationship Between Culture, Cultural Heritage, and Tourism
2.2. World Heritage List
3. Materials and Methods
Data and Variables
4. Results and Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Appendix A.1. Hausman Test Results
(b) fe | (B) re | (b-B) Difference | Sqrt(diag(V_bV_B)) S.E. | |
Cul_Exp | 0.1122828 | 0.2652185 | −0.1529358 | 0.0347423 |
Cul_Rec_Co~p | 0.215058 | 0.1057718 | −0.1092861 | |
GDP_PC | 0.1383726 | 0.0492924 | 0.0890801 | 0.0412872 |
Pol_Civil_~x | −0.4126329 | 0.0018921 | −0.414525 | 0.0767558 |
Bed_capacity | 0.6591333 | 0.6313085 | 0.0278248 | 0.0543143 |
Health_Gov~p | −0.7872108 | −0.6908346 | −0.0963763 | 0.0147143 |
Unesco | 0.2215867 | 0.2214107 | 0.000176 | 0.0172625 |
b = consistent under Ho and Ha; obtained from xtreg. B = inconsistent under Ha, efficient under Ho; obtained from xtreg. Test: Ho: difference in coefficients not systematic. chi2(7) = (b − B)’[(V_b − V_B)^(−1)](b − B) = 74.42. Prob > chi2 = 0.0000.(V_b − V_B is not positive definite.) |
Appendix A.2. Variance Test Results
Test | Modified Wald Test for Groupwise Heteroskedasticity |
Ho | sigma(i)^2 = sigma^2 for all i |
chi2(27) = 93.64 Prob > chi2 = 0.0000 |
Appendix A.3. Autocorrelation Test Results
Test | F Test That All u_i = 0 |
F(26,525) | 11.69 |
Prob > F | 0.0000 |
modified Bhargava et al. Durbin-Watson = 0.98293337Baltagi-Wu LBI = 1.1376503 |
Appendix A.4. Cross-Sectional Independence Test Results
Test | Pesaran’s Test of Cross Sectional Independence |
52.144, Pr = 0.0000 |
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Min | Max | Mean | Std. Deviation | Kurtosis | Skewness | |
---|---|---|---|---|---|---|
T_International_Arr | 571,942 | 185,121,042 | 26,831,622 | 40,942,591 | 3.301 | 2.098 |
Cul_Exp million Euro | 18.83 | 18,343 | 2092 | 3437.31 | 7.371 | 2.725 |
Cul_Rec_Con_Exp | 57.668 | 133.898 | 99.712 | 9.121 | 3.630 | −0.413 |
GDP_PC | 1770.91 | 133,711.79 | 30,997.38 | 22,332.57 | 4.102 | 1.719 |
Pol_Civil_Liberties_Index | 0.81 | 0.986 | 0.866 | 0.041 | −0.816 | −0.306 |
Bed_capacity | 10,674 | 2260,490 | 424,851.6 | 593,930.78 | 2.281 | 1.889 |
Health Gov_Exp%GDP_ | 2.50 | 10.10 | 6.15 | 1.45 | −0.384 | −0.247 |
Unesco | 0 | 58 | 12.436 | 13.20 | 1.980 | 1.710 |
Natural logarithm of the number of international tourists in country i in year t | |
Cultural expenditures | |
Cultural and recreation expenditures | |
GDP per capita | |
) | Civil liberties index |
) | Bed capacity |
) | Health expenditure as a share of GDP |
Number of UNESCO World Heritage sites | |
Fixed effect specific to country i | |
Error term | |
Country | |
Time (year) |
Driscoll–Kraay Fixed Effect Outcomes | ||||
---|---|---|---|---|
Dependent Variable: International Arrivals | ||||
Explanatory Variables | Coefficient | Drisc/Kraay Std. Dev | t Statistics | Probability |
Cul_Exp | 0.1122828 * | 0.0580991 | 1.93 | 0.064 |
Cul_Rec_Con_Exp | 0.215058 * | 0.1202959 | 1.79 | 0.085 |
GDP_PC | 0.1383726 * | 0.070103 | 1.97 | 0.059 |
Pol_Civil_Liberties_Index | −0.4126329 | 0.3146121 | −1.31 | 0.201 |
Bed_capacity | 0.6591333 *** | 0.0911084 | 7.23 | 0.000 |
Health_Gov_Exp | −0.7872108 *** | 0.2896241 | −2.72 | 0.012 |
Unesco | 0.2215867 *** | 0.0532267 | 4.16 | 0.000 |
Constant | 2.598501 *** | 0.4663868 | 5.57 | 0.000 |
F Statistics | 80.45 | |||
p-value | 0.0000 | |||
R2 | 0.5370 | |||
Observation | 586 | |||
Number of groups | 27 |
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Kutlu, D.; Zanbak, M.; Soycan, S.; Kasalak, M.A.; Aktaş Çimen, Z. The Influence of World Heritage Sites on Tourism Dynamics in the EU 27 Nations. Sustainability 2024, 16, 9090. https://doi.org/10.3390/su16209090
Kutlu D, Zanbak M, Soycan S, Kasalak MA, Aktaş Çimen Z. The Influence of World Heritage Sites on Tourism Dynamics in the EU 27 Nations. Sustainability. 2024; 16(20):9090. https://doi.org/10.3390/su16209090
Chicago/Turabian StyleKutlu, Didem, Mehmet Zanbak, Sezer Soycan, Murad Alpaslan Kasalak, and Zeynep Aktaş Çimen. 2024. "The Influence of World Heritage Sites on Tourism Dynamics in the EU 27 Nations" Sustainability 16, no. 20: 9090. https://doi.org/10.3390/su16209090
APA StyleKutlu, D., Zanbak, M., Soycan, S., Kasalak, M. A., & Aktaş Çimen, Z. (2024). The Influence of World Heritage Sites on Tourism Dynamics in the EU 27 Nations. Sustainability, 16(20), 9090. https://doi.org/10.3390/su16209090