Geographic distance has been studied extensively as an obstructer of tourism flows, whereas another distance measure, cultural distance (CD), receives less attention in tourism demand research. Using international tourist arrival data between 94 countries for the period 1995–2012, we estimate several Poisson gravity models incorporating a CD measure based on national cultural scores from the World Values Survey (WVS). Our estimation results show a negative and significant effect of CD on international tourist flows, the elasticity of which is –0.158, and the effect appears significantly smaller between countries with historical colonial linkage. Most notably, the tourism-inhibiting effect of CD began a downward trend in 2003. In particular, we find that economic globalization and technology advancement can be used to explain the declining effect of CD. Major conclusions are substantiated in a robustness check using two alternative CD measures.
AlegreJoaquínCladeraMagdalena2010. “Tourist Expenditure and Quality: Why Repeat Tourists Can Spend Less Than First-Timers.” Tourism Economics16 (3): 517–33.
BeckenSusanneCarmignaniFabrizio2016. “Does Tourism Lead to Peace?”Annals of Tourism Research61:63–79.
4.
CameronA. ColinTrivediPravin K.2005. Microeconometrics: Methods and Applications. Cambridge: Cambridge University Press.
5.
ChenAngela Shin-yihLinYi-chunSawangpattanakulAirin2011. “The Relationship between Cultural Intelligence and Performance with the Mediating Effect of Culture Shock: A Case from Philippine Laborers in Taiwan.” International Journal of Intercultural Relations35 (2): 246–58.
6.
CheungYun Hsing YhSahaShrabani2015. “Exploring the Nexus between Tourism Demand and Cultural Similarity.” Tourism Analysis20 (2): 229–41.
7.
CrottsJohn C.2004. “The Effect of Cultural Distance on Overseas Travel Behaviors.” Journal of Travel Research43 (1): 83–88.
8.
DannG. M.1981. “Tourist Motivation an Appraisal.” Annals of Tourism Research8 (2): 187–219.
9.
De MooijMariekeHofstedeGeert2002. “Convergence and Divergence in Consumer Behavior: Implications for International Retailing.” Journal of Retailing78 (1): 61–69.
10.
DimofteClaudiu V.JohanssonJohny K.RonkainenIlkka A.2008. “Cognitive and Affective Reactions of US Consumers to Global Brands.” Journal of International Marketing16 (4): 113–35.
11.
DormannCarsten F.ElithJaneBacherSvenBuchmannCarstenCarlGudrunCarréGabrielGarcía MarquézJaime R.GruberBerndLafourcadeBrunoLeitãoPedro J.2013. “Collinearity: A Review of Methods to Deal with It and a Simulation Study Evaluating Their Performance.” Ecography36 (1): 27–46.
12.
DowDouglasKarunaratnaAmal2006. “Developing a Multidimensional Instrument to Measure Psychic Distance Stimuli.” Journal of International Business Studies37 (5): 578–602.
13.
EilatYairEinavLiran2004. “Determinants of International Tourism: A Three-Dimensional Panel Data Analysis.” Applied Economics36 (12): 1315–27.
14.
FourieJohanSantana-GallegoMaría2013. “Ethnic Reunion and Cultural Affinity.” Tourism Management36:411–20.
15.
GhaniGairuzazmi M.2016. “Tourist Arrivals to Malaysia from Muslim Countries.” Tourism Management Perspectives20:1–9.
16.
GhemawatPankaj2001. “Distance Still Matters.” Harvard Business Review79 (8): 137–47.
17.
Gil-ParejaSalvadorLlorca-ViveroRafaelMartínez-SerranoJos Antonio2007. “The Impact of Embassies and Consulates on Tourism.” Tourism Management28 (2): 355–60.
18.
HåkansonLarsAmbosBjörn2010. “The Antecedents of Psychic Distance.” Journal of International Management16 (3): 195–210.
19.
HofstedeGeert1980. Culture’s Consequences: International Differences in Work-Related Values. Beverly Hills, CA: Sage.
20.
HofstedeGeert2007. “Asian Management in the 21st Century.” Asia Pacific Journal of Management24 (4): 411–20.
21.
HofstedeGeertHofstedeGert JanMinkovMichael2010. Cultures and Organizations: Software of the Mind, 3rd ed.New York: McGraw-Hill.
22.
HunterWilliam Cannon2001. “Trust between Culture: The Tourist.” Current Issues in Tourism4 (1): 42–67.
23.
HuntingtonSamuel P.1996. The Clash of Civilizations and the Remaking of World Order. New York: Simon & Schuster.
24.
InglehartR.WelzelC.2005. Modernization, Cultural Change, and Democracy: The Human Development Sequence. New York: Cambridge University Press.
25.
InglehartRonald1997. Modernization and Postmodernization: Cultural, Economic and Political Change in 43 Societies. Princeton, NJ: Princeton University Press.
26.
InglehartRonald2004. Human Beliefs and Values: A Cross-Cultural Sourcebook Based on the 1999-2002 Values Surveys. Mexico City: Siglo XXI.
27.
InglehartRonaldBakerWayne E.2000. “Modernization, Cultural Change, and the Persistence of Traditional Values.” American Sociological Review65 (1): 19–51.
28.
JacksonM.2000. “Predicting Australian Mass Tourism Flow Using Hofstede’s Cultural Model.” In Peak Performance in Tourism and Hospitality Research CAUTHE 2000 Refereed Research Papers, edited by EwenM.Bundoora, Victoria, Australia: School of Tourism and Hospitality, La Trobe University.
29.
JosiassenAlexander2011. “Consumer Disidentification and Its Effects on Domestic Product Purchases: An Empirical Investigation in the Netherlands.” Journal of Marketing75 (2): 124–40.
30.
KhanHabibullahTohRex S.ChuaLyndon2005. “Tourism and Trade: Cointegration and Granger Causality Tests.” Journal of Travel Research44 (2): 171–76.
31.
KimH.ChengC. K.O’LearyJ. T.2007. “Understanding Participation Patterns and Trends in Tourism Cultural Attractions.” Tourism Management28 (5): 1366–71.
32.
KimSeongseopPrideauxBruce2012. “A Post-colonial Analysis of Bilateral Tourism Flows: The Case of Korea and Japan.” International Journal of Tourism Research14 (6): 586–600.
33.
KimYoungokGraySidney J.2009. “An Assessment of Alternative Empirical Measures of Cultural Distance: Evidence from the Republic of Korea.” Asia Pacific Journal of Management26 (1): 55–74.
34.
KirkmanBradley L.LoweKevin B.GibsonCristina B.2006. “A Quarter Century of “Culture’s Consequences”: A Review of Empirical Research Incorporating Hofstede’s Cultural Values Framework.” Journal of International Business Studies37 (3): 285–320.
35.
KogutB.SinghH.1988. “The Effect of National Culture on the Choice of Entry Mode.” Journal of International Business Studies19 (3): 411–32.
36.
L’Espoir DecostaPatrickMcKercherB.2007. “The Lingering Effect of Colonialism on Tourism Movements.” Tourism Economics13 (3): 453–74.
37.
LeungDanielWooGum JuPhong LyTuan2013. “The Effects of Physical and Cultural Distance on Tourist Satisfaction: A Case Study of Local-Based Airlines, Public Transportation, and Government Services in Hong Kong.” Journal of China Tourism Research9 (2): 218–42.
38.
LindJo ThoriMehlumHalvor2010. “With or without U? The Appropriate Test for a U-Shaped Relationship.” Oxford Bulletin of Economics and Statistics72 (1): 109–18.
39.
LiuXinru2010. The Silk Road in World History. New York: Oxford University Press.
40.
Llorca-ViveroRafael2008. “Terrorism and International Tourism: New Evidence.” Defence and Peace Economics19 (2): 169–88.
41.
LongJ. ScottFreeseJeremy2006. Regression Models for Categorical Dependent Variables Using Stata. College Station, TX: Stata.
42.
LuostarinenR.1979. Internationalization of the Firm. Helsinki: Helsinki School of Economics.
43.
MaJunWangSijunHaoWei2012. “Does Cultural Similarity Matter? Extending the Animosity Model from a New Perspective.” Journal of Consumer Marketing29 (5): 319–32.
44.
MarcocciaMichel2012. “The Internet, Intercultural Communication and Cultural Variation.” Language and Intercultural Communication12 (4): 353–68.
45.
MassaraFrancescoSeverinoFabio2013. “Psychological Distance in the Heritage Experience.” Annals of Tourism Research42:108–29.
46.
McKercherBobChowSo-Ming2001. “Cultural Distance and Participation in Cultural Tourism.” Pacific Tourism Review5 (1): 23–32.
47.
McKercherBobCrosHilary Du2003. “Testing a Cultural Tourism Typology.” International Journal of Tourism Research5 (1): 45–58.
48.
MeziasStephen J.ChenYa-RuMurphyPatriceBiaggioAngelaChuawanleeWiladlakHuiHarryOkumuraTetsushiStarrStephanie2002. “National Cultural Distance as Liability of Foreignness: The Issue of Level of Analysis.” Journal of International Management, 8 (4):407–421.
49.
MoneyR. BruceCrottsJohn C.2003. “The Effect of Uncertainty Avoidance on Information Search, Planning, and Purchases of International Travel Vacations.” Tourism Management24 (2): 191–202.
50.
MorleyCliveRossellóJaumeSantana-GallegoMaria2014. “Gravity Models for Tourism Demand: Theory and Use.” Annals of Tourism Research48:1–10.
51.
NeumayerEric2010. “Visa Restrictions and Bilateral Travel.” The Professional Geographer62 (2): 171–81.
52.
NgSiew ImmLeeJulie AnneSoutarGeoffrey N.2007a. “Are Hofstede’s and Schwartz’s Value Frameworks Congruent?”International Marketing Review24 (2): 164–80.
53.
NgSiew ImmLeeJulie AnneSoutarGeoffrey N.2007b. “Tourists’ Intention to Visit a Country: The Impact of Cultural Distance.” Tourism Management28 (6): 1497–506.
54.
NgSiew ImmAnne LeeJulieSoutarGeoffrey N.2009. “The Influence of Cultural Similarity and Individual Factors on Visitation.” TEAM Journal of Hospitality & Tourism6 (1): 68–81.
55.
NicolauJuan L.MásFrancisco J.2006. “The Influence of Distance and Prices on the Choice of Tourist Destinations: The Moderating Role of Motivations.” Tourism Management27 (5): 982–96.
56.
NiehenkeE. C.2014. “Wireless Communications: Present and Future: Introduction to Focused Issue Articles.” IEEE Microwave Magazine15 (2): 26–35.
57.
NitschVolkerSchumacherDieter2004. “Terrorism and International Trade: An Empirical Investigation.” European Journal of Political Economy20 (2): 423–33.
58.
PeetersLudo2012. “Gravity and Spatial Structure: The Case of Interstate Migration in Mexico.” Journal of Regional Science52 (5): 819–56.
59.
PetersonRobert A.BalasubramanianSridharBronnenbergBart J.1997. “Exploring the Implications of the Internet for Consumer Marketing.” Journal of the Academy of Marketing Science25 (4): 329–46.
PlogStanley C.1974. “Why Destination Areas Rise and Fall in Popularity.” Cornell Hotel and Restaurant Administration Quarterly14 (4): 55–58.
62.
QuintalVanessa AnnLeeJulie AnneSoutarGeoffrey N.2010. “Risk, Uncertainty and the Theory of Planned Behavior: A Tourism Example.” Tourism Management31 (6): 797–805.
63.
ReisingerYvette2009. International Tourism: Cultures and Behavior. Oxford, UK: Butterworth-Heinemann.
64.
ReisingerYvetteCrottsJohn C.2010. “Applying Hofstede’s National Culture Measures in Tourism Research: Illuminating Issues of Divergence and Convergence.” Journal of Travel Research49 (2): 153–64.
65.
ReisingerYvetteTurnerLindsay W.2002. “Cultural Differences between Asian Tourist Markets and Australian Hosts: Part 2.” Journal of Travel Research40 (4): 385–95.
66.
ReisingerYvetteTurnerLindsay W.2003. Cross-cultural Behaviour in Tourism: Concepts and Analysis. Oxford: Butterworth-Heinemann.
67.
RibaudoGiorgioFiginiPaolo2017. “The Puzzle of Tourism Demand at Destinations Hosting UNESCO World Heritage Sites: An Analysis of Tourism Flows for Italy.” Journal of Travel Research56 (4): 521–542.
68.
RichardsonSarah L.CromptonJohn1988. “Vacation Patterns of French and English Canadians.” Annals of Tourism Research15 (3): 430–35.
69.
RobinsonMikeBonifacePriscilla1999. Tourism and Cultural Conflicts. Wallingford, UK: CAB International.
70.
RokeachM.1973. The Nature of Human Values. New York: Free Press.
71.
San MartínHéctorRodríguez del BosqueIgnacio A.2008. “Exploring the Cognitive-Affective Nature of Destination Image and the Role of Psychological Factors in Its Formation.” Tourism Management29 (2): 263–77.
72.
SchwartzS. H.1994. “Beyond Individualism/Collectivism: New Cultural Dimensions of Value.” In Individualism and Collectivism: Theory, Method and Applications, edited by KimU.TriandisH. C.KagitçibasiC.ChoiS. C.YoonG.Thousand Oaks, CA: Sage.
73.
SchwartzS. H.1999. “Cultural Value Differences: Some Implications for Work.” Applied Psychology: An International Review48 (1): 23–48.
74.
SchwartzS. H.2003. “Mapping and Interpreting Cultural Differences around the World.” In Comparing Cultures, Dimensions of Culture in a Comparative Perspective, edited by VinkenH.SoetersJ.EsterP.Leiden, the Netherlands: Brill.
75.
SchwartzS. H.2006. “Value Orientations: Measurement, Antecedents and Consequences across Nations.” In Measuring Attitudes Cross-nationally—Lessons from the European Social Survey, edited by JowellR.RobertsC.FitzgeraldR.EvaG.London: Sage.
76.
SiegelJ. I.LichtA. N.SchwartzS. H. (2011). Egalitarianism and international investment. Journal of Financial Economics102 (3): 621-42.
77.
SilvaJ. M. C. SantosTenreyroSilvana2006. “The Log of Gravity.” Review of Economics and Statistics88 (4): 641–58.
78.
SoaresAna MariaFarhangmehrMinooShohamAviv2007. “Hofstede’s Dimensions of Culture in International Marketing Studies.” Journal of Business Research60 (3): 277–84.
79.
SteenkampJan-Benedict E. M.2001. “The Role of National Culture in International Marketing Research.” International Marketing Review18 (1): 30–44.
80.
TerlutterR.DiehlS.MuellerB.2006. “The GLOBE Study—Applicability of a New Typology of Cultural Dimensions for Cross-cultural Marketing and Advertising Research.” In International Advertising and Communication, edited by DiehlS.TerlutterR.Wiesbaden: Gabler.
81.
TesfayYohannes YebabeSolibakkePer Bjarte2015. “Econometric Modelling of the Variations of Norway’s Export Trade across Continents and over Time: The Two-Stage Non-Full Rank Hierarchical Linear Econometric Model Approach.” Economics Research International2015:http://dx.doi.org/10.1155/2015/791805.
82.
ThemnérLottaWallensteenPeter2012. “Armed Conflicts, 1946–2011.” Journal of Peace Research49 (4): 565–75.
83.
ThyneMareeLawsonRobToddSarah2006. “The Use of Conjoint Analysis to Assess the Impact of the Cross-cultural Exchange between Hosts and Guests.” Tourism Management27 (2): 201–13.
84.
TurnerLindsay W.WittStephen F.2001. “Factors Influencing Demand for International Tourism: Tourism Demand Analysis Using Structural Equation Modelling, Revisited.” Tourism Economics7 (1): 21–38.
85.
UmSeohoCromptonJohn L.1992. “The Roles of Perceived Inhibitors and Facilitators in Pleasure Travel Destination Decisions.” Journal of Travel Research30 (3): 18–25.
86.
UNWTO. 2014. Yearbook of Tourism Statistics, Data 2008 – 2012, 2014 Edition. Madrid: UNWTO.
87.
VietzeChristoph2012. “Cultural Effects on Inbound Tourism into the USA: A Gravity Approach.” Tourism Economics18 (1): 121–38.
88.
WangDanParkSangwonFesenmaierDaniel R.2012. “The Role of Smartphones in Mediating the Touristic Experience.” Journal of Travel Research51 (4): 371–87.
89.
WatsonJohn J.WrightKatrina2000. “Consumer Ethnocentrism and Attitudes toward Domestic and Foreign Products.” European Journal of Marketing34 (9/10): 1149–66.
90.
WeiLuCromptonJohn L.ReidLeslie M.1989. “Cultural Conflicts: Experiences of US Visitors to China.” Tourism Management10 (4): 322–32.
91.
WhiteRogerTadesseBedassa2008. “Immigrants, Cultural Distance and U.S. State-Level Exports of Cultural Products.” North American Journal of Economics and Finance19 (3): 331–48.
92.
WongIpKin Anthony2014. “A Multimethod Multilevel Study of Heritage Transmission: The Role of Culture on Tourist Interest and Authenticity.” Journal of Travel Research54 (5): 672-685.
93.
WoodsideArch G.LysonskiSteven1989. “A General Model of Traveler Destination Choice.” Journal of Travel Research27 (4): 8–14.
94.
XiangZ.MagniniV. P.FesenmaierD. R.2015. “Information Technology and Consumer Behavior in Travel and Tourism: Insights from Travel Planning Using the Internet.” Journal of Retailing and Consumer Services22 (1): 244–49.
95.
YangChih-HaiLinHui-LinHanChia-Chun2010. “Analysis of International Tourist Arrivals in China: The Role of World Heritage Sites.” Tourism Management31 (6): 827–37.
96.
YangJingjingRyanChrisZhangLingyun2013. “Social Conflict in Communities Impacted by Tourism.” Tourism Management35:82–93.
97.
YangYangFikTimothyZhangJie2013. “Modeling Sequential Tourist Flows: Where Is the Next Destination?”Annals of Tourism Research43:297–320.
98.
YangYangWongKevin K. F.2012. “The Influence of Cultural Distance on China Inbound Tourism Flows: A Panel Data Gravity Model Approach.” Asian Geographer29 (1): 21–37.
99.
YeB. H.ZhangH. Q.YuenP. P.2013. “Cultural Conflicts or Cultural Cushion?”Annals of Tourism Research43:321–49.
100.
YeganehH.SuA.SauersD.2009. “The Applicability of Widely Employed Frameworks in Cross-cultural Management Research.” Journal of Academic Research in Economics1 (1): 1–24.
101.
ZhangJ.SeoS.LeeH.2013. “The Impact of Psychological Distance on Chinese Customers When Selecting an International Healthcare Service Country.” Tourism Management35:32–40.
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