A meta-analysis of sustainable tourist behavioral intention and the moderating effects of national culture

References

• Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
   Web of Science ®Google Scholar
• Ajzen, I., & Fishbein, M. (2005). The influence of attitudes on behavior. In D. Albarracín, B. T. Johnson, & M. P. Zanna (Eds.), The handbook of attitudes (pp. 173–221). Lawrence Erlbaum Associates Publishers.
   Google Scholar
• Ambec, S., & Lanoie, P. (2008). Does it pay to be green? A systematic overview. The Academy of Management Perspectives, 22(4), 45–62.
   Web of Science ®Google Scholar
• Arts, J. W. C., Frambach, R. T., & Bijmolt, T. H. A. (2011). Generalizations on consumer innovation adoption: A meta-analysis on drivers of intention and behavior. International Journal of Research in Marketing, 28(2), 134–144. https://doi.org/10.1016/j.ijresmar.2010.11.002
   Web of Science ®Google Scholar
• Beall, J. M., Boley, B. B., Landon, A. C., & Woosnam, K. M. (2021). What drives ecotourism: Environmental values or symbolic conspicuous consumption? Journal of Sustainable Tourism, 29(8), 1215–1234. https://doi.org/10.1080/09669582.2020.1825458
   Web of Science ®Google Scholar
• Bearden, W. O., Money, R. B., & Nevins, J. L. (2006). A measure of long-term orientation: Development and validation. Journal of the Academy of Marketing Science, 34(3), 456–467. https://doi.org/10.1177/0092070306286706
   Web of Science ®Google Scholar
• Belk, R. W. (1988). Possessions and the extended self. Journal of Consumer Research, 15(2), 139–168. https://doi.org/10.1086/209154
   Web of Science ®Google Scholar
• Bloodhart, B., & Swim, J. K. (2020). Sustainability and consumption: What’s gender go to do with it? Journal of Social Issues, 76(1), 101–113. https://doi.org/10.1111/josi.12370
   Google Scholar
• Burnham, K. P., & Anderson, D. R. (2004). Multimodel inference understanding AIC and BIC in model selection. Sociological Methods & Research, 33(2), 261–304. https://doi.org/10.1177/0049124104268644
   Web of Science ®Google Scholar
• Chan, S. H. G., & Chau, K. Y. (2021). Cultural differences between Asians and Non-Asians affect buying attitudes and purchasing behaviors towards green tourism products. Journal of Service Science and Management, 14(03), 241–261. https://doi.org/10.4236/jssm.2021.143015
   Google Scholar
• Cheng, T. M., & Wu, H. C. (2015). How do environmental knowledge, environmental sensitivity, and place attachment affect environmentally responsible behavior? An integrated approach for sustainable island tourism. Journal of Sustainable Tourism, 23(4), 557–576. https://doi.org/10.1080/09669582.2014.965177
   Web of Science ®Google Scholar
• Cheng, J. C. H., Chiang, A. H., Yuan, Y., & Huang, M. Y. (2018). Exploring antecedents of green tourism behaviors: A case study in suburban areas of Taipei, Taiwan. Sustainability, 10(6), 1928. https://doi.org/10.3390/su10061928
   Web of Science ®Google Scholar
• Chin, C. H., Chin, C. L., & Wong, W. P. M. (2018). The implementation of green marketing tools in rural tourism: The readiness of tourists? Journal of Hospitality Marketing & Management, 27(3), 261–280. https://doi.org/10.1080/19368623.2017.1359723
   Web of Science ®Google Scholar
• Chwialkowska, A., Bhatti, W. A., & Glowik, M. (2020). The influence of cultural values on pro-environmental behavior. Journal of Cleaner Production, 268(September), 122305. https://doi.org/10.1016/j.jclepro.2020.122305
   Google Scholar
• Conrad, Z., & Blackstone, N. T. (2021). Identifying the links between consumer food waste, nutrition, and environmental sustainability: A narrative review. Emerging Science, 79(3), 301–314.
   Google Scholar
• Cooper, H. (1998). Synthesizing research: A guide for literature reviews. Sage.
   Google Scholar
• Crotts, J., & Erdmann, P. (2000). Does national culture influence consumers’ evaluation of travel services? A test of Hofstede’s model of cross-cultural differences. Managing Service Quality: An International Journal, 10(6), 410–419. https://doi.org/10.1108/09604520010351167
   Google Scholar
• Cvelbar, L. K., Grün, B., & Dolnicar, S. (2017). Which hotel guest segments reuse towels? Selling sustainable tourism services through target marketing. Journal of Sustainable Tourism, 25(7), 921–934. https://doi.org/10.1080/09669582.2016.1206553
   Web of Science ®Google Scholar
• De Mooij, M. (2003). Consumer behavior and culture: Consequences for global marketing and advertising.
   Google Scholar
• Deenihan, G., & Caulfield, B. (2015). Do tourists value different levels of cycling infrastructure? Tourism Management, 46, 92–101. https://doi.org/10.1016/j.tourman.2014.06.012
   Web of Science ®Google Scholar
• Dellaert, B. G., Ettema, D. F., & Lindh, C. (1998). Multi-faceted tourist travel decisions: A constraint-based conceptual framework to describe tourists’ sequential choices of travel components. Tourism Management, 19(4), 313–320. https://doi.org/10.1016/S0261-5177(98)00037-5
   Web of Science ®Google Scholar
• Deng, J., & Li, J. (2015). Self-identification of ecotourists. Journal of Sustainable Tourism, 23(2), 255–279. https://doi.org/10.1080/09669582.2014.934374
   Web of Science ®Google Scholar
• Dolnicar, S., Cvelbar, L. K., & Grün, B. (2019). A sharing-based approach to enticing tourists to behave more environmentally friendly. Journal of Travel Research, 58(2), 241–252. https://doi.org/10.1177/0047287517746013
   PubMed Web of Science ®Google Scholar
• Dolnicar, S. (2010). Identifying tourists with smaller environmental footprints. Journal of Sustainable Tourism, 18(6), 717–734. https://doi.org/10.1080/09669581003668516
   Web of Science ®Google Scholar
• Edwards, D., & Griffin, T. (2013). Understanding tourists’ spatial behaviour: GPS tracking as an aid to sustainable destination management. Journal of Sustainable Tourism, 21(4), 580–595. https://doi.org/10.1080/09669582.2013.776063
   Web of Science ®Google Scholar
• Fernández, I., Carrera, P., Sánchez, F., Paez, D., & Candia, L. (2000). Differences between cultures in emotional verbal and non-verbal reactions. Psicothema, 12(Supl), 83–92.
   Google Scholar
• Filimonau, V., Matute, J., Mika, M., & Faracik, R. (2018). National culture as a driver of pro-environmental attitudes and behavioral intentions in tourism. Journal of Sustainable Tourism, 26(10), 1804–1825. https://doi.org/10.1080/09669582.2018.1511722
   Web of Science ®Google Scholar
• Firth, T., & Hing, N. (1999). Backpacker hostels and their guests: Attitudes and behaviours relating to sustainable tourism. Tourism Management, 20(2), 251–254. https://doi.org/10.1016/S0261-5177(98)00076-4
   Web of Science ®Google Scholar
• Gao, Y. L., & Mattila, A. S. (2016). The impact of option popularity, social inclusion/exclusion, and self-affirmation on consumers’ propensity to choose green hotels. Journal of Business Ethics, 136(3), 575–585. https://doi.org/10.1007/s10551-014-2536-6
   Web of Science ®Google Scholar
• Gao, Y. L., Mattila, A. S., & Lee, S. (2016). A meta-analysis of behavioral intentions for environment-friendly initiatives in hospitality research. International Journal of Hospitality Management, 54, 107–115. https://doi.org/10.1016/j.ijhm.2016.01.010
   Web of Science ®Google Scholar
• Han, B., & Heather, J. (2001). Korean tourists’ characteristics in Guam. Journal of Photo-Geographers, 11(1), 69–83.
   Google Scholar
• Han, H. (2021). Consumer behavior and environmental sustainability in tourism and hospitality: A review of theories, concepts, and latest research. Journal of Sustainable Tourism, 29(7), 1021–1042. https://doi.org/10.1080/09669582.2021.1903019
   Web of Science ®Google Scholar
• Han, H. (2015). Travelers’ pro-environmental behavior in a green lodging context: Converging value-belief-norm theory and the theory of planned behavior. Tourism Management, 47, 164–177. https://doi.org/10.1016/j.tourman.2014.09.014
   Web of Science ®Google Scholar
• Han, H., Hsu, L., & Sheu, C. (2010). Application of the theory of planned behavior to green hotel choice: Testing the effect of environmentally friendly activities. Tourism Management, 31(3), 325–334. https://doi.org/10.1016/j.tourman.2009.03.013
   Web of Science ®Google Scholar
• Han, H., Hsu, L. T. J., Lee, J. S., & Sheu, C. (2011). Are lodging customers ready to go green? An examination of attitudes, demographics, and eco-friendly intentions. International Journal of Hospitality Management, 30(2), 345–355. https://doi.org/10.1016/j.ijhm.2010.07.008
   Web of Science ®Google Scholar
• Han, H., Hwang, J., & Lee, M. J. (2017). The value–belief–emotion–norm model: Investigating customers’ eco-friendly behavior. Journal of Travel & Tourism Marketing, 34(5), 590–607. https://doi.org/10.1080/10548408.2016.1208790
   Web of Science ®Google Scholar
• Han, H., & Hyun, S. S. (2018). What influences water conservation and towel reuse practices of hotel guests? Tourism Management, 64, 87–97. https://doi.org/10.1016/j.tourman.2017.08.005
   Web of Science ®Google Scholar
• Han, W., McCabe, S., Wang, Y., & Chong, A. Y. L. (2018). Evaluating user-generated content in social media: An effective approach to encourage greater pro-environmental behavior in tourism? Journal of Sustainable Tourism, 26(4), 600–614. https://doi.org/10.1080/09669582.2017.1372442
   Web of Science ®Google Scholar
• Han, H., Yu, J., Kim, H. C., & Kim, W. (2018). Impact of social/personal norms and willingness to sacrifice on young vacationers’ pro-environmental intentions for waste reduction and recycling. Journal of Sustainable Tourism, 26(12), 2117–2133. https://doi.org/10.1080/09669582.2018.1538229
   Web of Science ®Google Scholar
• Hatzinger, R., & Mazanec, J. A. (2007). Measuring the part worth of the mode of transport in a trip package: An extended Bradley–Terry model for paired-comparison conjoint data. Journal of Business Research, 60(12), 1290–1302. https://doi.org/10.1016/j.jbusres.2007.04.010
   PubMed Web of Science ®Google Scholar
• Hergesell, A., & Dickinger, A. (2013). Environmentally friendly holiday transport mode choices among students: The role of price, time and convenience. Journal of Sustainable Tourism, 21(4), 596–613. https://doi.org/10.1080/09669582.2013.785555
   Web of Science ®Google Scholar
• Hofstede, G., Hofstede, G. J., & Minkov, M. (2010). Cultures and organizations: Software of the mind. 3rd ed. McGraw-Hill Education.
   Google Scholar
• Hofstede, G., & Minkov, M. (2010). Long- versus shortterm orientation: New perspectives. Asia Pacific Business Review, 16(4), 493–504. https://doi.org/10.1080/13602381003637609
   Web of Science ®Google Scholar
• Hofstede Insights. (2022). Country comparison. https://www.hofstede-insights.com/country-comparison/ (accessed February 2022).
   Google Scholar
• Huang, S. S., & Crotts, J. (2019). Relationships between Hofstede’s cultural dimensions and tourist satisfaction: A cross-country cross-sample examination. Tourism Management, 72, 232–241. https://doi.org/10.1016/j.tourman.2018.12.001
   Web of Science ®Google Scholar
• Hunter, J. E., & Schmidt, F. L. (2004). Methods of meta-analysis: Correcting error and bias in research findings. Sage Publications.
   Google Scholar
• Husted, B. W. (2005). Culture and ecology: A cross-national study of the determinants of environmental sustainability. Management International Review, 45(3), 349–371.
   Google Scholar
• Jiang, Y., & Kim, Y. (2015). Developing multi-dimensional green value: Extending social exchange theory to explore customers’ purchase intention in green hotels–evidence from Korea. International Journal of Contemporary Hospitality Management, 27(2), 308–334. https://doi.org/10.1108/IJCHM-08-2013-0383
   Web of Science ®Google Scholar
• Joshi, Y., & Rahman, Z. (2015). Factors affecting green purchase behavior and future research directions. International Strategic Management Review, 3(1-2), 128–143. https://doi.org/10.1016/j.ism.2015.04.001
   Google Scholar
• Kim, S. H., Lee, K., & Fairhurst, A. (2017). The review of “green” research in hospitality, 2000-2014: Current trends and future research directions. International Journal of Contemporary Hospitality Management, 29(1), 226–247. https://doi.org/10.1108/IJCHM-11-2014-0562
   Web of Science ®Google Scholar
• Kim, Y., Yun, S., & Lee, J. (2014). Can companies induce sustainable consumption? The impact of knowledge and social embeddedness on airline sustainability programs in the US. Sustainability, 6(6), 3338–3356. https://doi.org/10.3390/su6063338
   Web of Science ®Google Scholar
• Klöckner, C. A. (2013). A comprehensive model of the psychology of environmental behavior—A meta-analysis. Global Environmental Change, 23(5), 1028–1038. https://doi.org/10.1016/j.gloenvcha.2013.05.014
   Web of Science ®Google Scholar
• Lee, T. H., & Jan, F. H. (2018). Ecotourism behavior of nature-based tourists: An integrative framework. Journal of Travel Research, 57(6), 792–810. https://doi.org/10.1177/0047287517717350
   Web of Science ®Google Scholar
• Leonidou, C. N., & Leonidou, L. C. (2011). Research into environmental marketing/management: A bibliographic analysis. European Journal of Marketing, 45(1/2), 68–103. https://doi.org/10.1108/03090561111095603
   Web of Science ®Google Scholar
• Lin, M.-T., Zhu, D., Liu, C., & Kim, P. B. (2022). A meta-analysis of antecedents of pro-environmental behavioral intention of tourists and hospitality consumers. Tourism Management, 93, 104566. https://doi.org/10.1016/j.tourman.2022.104566
   Web of Science ®Google Scholar
• Lin, L. C., Huang, P. H., & Weng, L. J. (2017). Selecting path models in SEM: A comparison of model selection criteria. Structural Equation Modeling: A Multidisciplinary Journal, 24(6), 855–869. https://doi.org/10.1080/10705511.2017.1363652
   Web of Science ®Google Scholar
• Line, N. D., Hanks, L., & Miao, L. (2018). Image matters: Incentivizing green tourism behavior. Journal of Travel Research, 57(3), 296–309. https://doi.org/10.1177/0047287517697848
   Web of Science ®Google Scholar
• Liobikienė, G., Mandravickaitė, J., & Bernatonienė, J. (2016). Theory of planned behavior approach to understand the green purchasing behavior in the EU: A cross-cultural study. Ecological Economics, 125(May), 38–46. https://doi.org/10.1016/j.ecolecon.2016.02.008
   Google Scholar
• Lipsey, M. W., & Wilson, D. B. (2001). Practical meta-analysis. Sage.
   Google Scholar
• Manrai, L., & Manrai, A, Department of Business Administration at the University of Delaware, Newark. (2011). Hofstede’s cultural dimensions and tourists’ behaviors: A review and conceptual framework. Journal of Economics. Cuadernos De Difusión, 16(31), 23–48. https://doi.org/10.46631/jefas.2011.v16n31.02
   Google Scholar
• McKenna, J., Williams, A. T., & Cooper, J. A. G. (2011). Blue flag or red herring: Do beach awards encourage the public to visit beaches? Tourism Management, 32(3), 576–588. https://doi.org/10.1016/j.tourman.2010.05.005
   Web of Science ®Google Scholar
• Minton, E. A., Spielmann, N., Kahle, L. R., & Kim, C.-H. (2018). The subjective norms of sustainable consumption: A cross-cultural exploration. Journal of Business Research, 82(January), 400–408. https://doi.org/10.1016/j.jbusres.2016.12.031
   Google Scholar
• Moon, C., & Sánchez-Rodríguez, Á. (2021). Cultural influences on normative reactions to incivility: Comparing individuals from South Korea and Spain. International Journal of Conflict Management, 32(2), 292–314. https://doi.org/10.1108/IJCMA-05-2020-0096
   Web of Science ®Google Scholar
• Olya, H. G., & Akhshik, A. (2019). Tackling the complexity of the pro-environmental behavior intentions of visitors to turtle sites. Journal of Travel Research, 58(2), 313–332. https://doi.org/10.1177/0047287517751676
   Web of Science ®Google Scholar
• Orji, R., & Mandryk, R. L. (2014). Developing culturally relevant design guidelines for encouraging healthy eating behavior. International Journal of Human-Computer Studies, 72(2), 207–223. https://doi.org/10.1016/j.ijhcs.2013.08.012
   Web of Science ®Google Scholar
• Parboteeah, K. P., Addae, H. M., & Cullen, J. B. (2012). Propensity to support sustainability initiatives: A cross-national model. Journal of Business Ethics, 105(3), 403–413. https://doi.org/10.1007/s10551-011-0979-6
   Web of Science ®Google Scholar
• Passafaro, P. (2020). Attitudes and tourists’ sustainable behavior: An overview of the literature and discussion of some theoretical and methodological issues. Journal of Travel Research, 59(4), 579–601. https://doi.org/10.1177/0047287519851171
   Web of Science ®Google Scholar
• Pelau, C., & Pop, N. A. (2018). Implications for the energy policy derived from the relation between the cultural dimensions of Hofstede’s model and the consumption of renewable energies. Energy Policy, 118(July), 160–168. https://doi.org/10.1016/j.enpol.2018.03.042
   Google Scholar
• Pezzoli, K. (1997). Sustainable development: A transdisciplinary overview of the literature. Journal of Environmental Planning and Management, 40(5), 549–574. https://doi.org/10.1080/09640569711949
   Web of Science ®Google Scholar
• Raftery, A. E. (1995). Bayesian model selection in social research. Sociological Methodology, 25, 111–163. https://doi.org/10.2307/271063
   Web of Science ®Google Scholar
• Rönkkö, M., & Cho, E. (2022). An updated guideline for assessing discriminant validity. Organizational Research Methods, 25(1), 6–14. https://doi.org/10.1177/1094428120968614
   Web of Science ®Google Scholar
• Rucker, D. D., Preacher, K. J., Tormala, Z. L., & Petty, R. E. (2011). Mediation analysis in social psychology: Current practices and new recommendations. Social and Personality Psychology Compass, 5/(6), 359–371. https://doi.org/10.1111/j.1751-9004.2011.00355.x
   Google Scholar
• Schepers, J. J. L., & van der Borgh, M. (2020). A meta-analysis of frontline employees’ role behavior and the moderating effects of national culture. Journal of Service Research, 23(3), 255–280. https://doi.org/10.1177/1094670520918669
   Web of Science ®Google Scholar
• Schwartz, S. H., & Howard, J. A. (1981). A normative decision-making model of altruism. In J. P. Rushton, & R. M. Sorrentino (Eds.), Altruism and helping behavior (pp. 89–211). Lawerence Erlbaum.
   Google Scholar
• Shao, R., Rupp, D. E., Skarlicki, D. P., & Jones, K. S. (2013). Employee justice across cultures: A meta-analytic review. Journal of Management, 39(1), 263–301. https://doi.org/10.1177/0149206311422447
   Web of Science ®Google Scholar
• Stern, P. C. T., Dietz, T. D., Abel, G. A., Guagnano., & L., Kalof. (1999). A value-belief-norm theory of support for social movements: The case of environmentalism. Human Ecology Review, 6(2), 81–97.
   Google Scholar
• Stamolampros, P., Dousios, D., Korfiatis, N., & Symitsi, E. (2020). The joint effect of consumer and service providers’ culture on online service evaluations: A response surface analysis. Tourism Management, 78, 104057, 1–18. https://doi.org/10.1016/j.tourman.2019.104057
   Web of Science ®Google Scholar
• Su, N., Min, C., Chen, M. H., & Swanger, N. (2018). Cultural characteristics and tourist shopping spending. Journal of Hospitality & Tourism Research, 42(8), 1210–1231. https://doi.org/10.1177/1096348017731131
   Web of Science ®Google Scholar
• Sutton, A. J., Abrams, K. R., Jones, D. R., Sheldon, T. A., & Song, F. (2000). Methods for meta-analysis in medical research. Wiley.
   Google Scholar
• Teng, Y. M., Wu, K. S., & Liu, H. H. (2015). Integrating altruism and the theory of planned behavior to predict patronage intention of a green hotel. Journal of Hospitality & Tourism Research, 39(3), 299–315. https://doi.org/10.1177/1096348012471383
   Web of Science ®Google Scholar
• Untaru, E. N., Ispas, A., Candrea, A. N., Luca, M., & Epuran, G. (2016). Predictors of individuals’ intention to conserve water in a lodging context: The application of an extended theory of reasoned action. International Journal of Hospitality Management, 59, 50–59. https://doi.org/10.1016/j.ijhm.2016.09.001
   Web of Science ®Google Scholar
• Verlegh, P. W. J., & Steenkamp, J. B. E. M. (1999). A review and meta-analysis of country-of-origin research. Journal of Economic Psychology, 20(5), 521–546. https://doi.org/10.1016/S0167-4870(99)00023-9
   Web of Science ®Google Scholar
• Vrieze, S. I. (2012). Model selection and psychological theory: A discussion of the differences between Akaike information criterion (AIC) and the Bayesian information criterion (BIC). Psychological Methods, 17(2), 228–243. https://doi.org/10.1037/a0027127
   PubMed Web of Science ®Google Scholar