Acknowledgement
The authors thank Mr. Minseong Kim, and Ms. Nayoung Yang for their thoughtful advice on refining the survey instrument. This work was supported by Institute of Information & communications Technology Planning & Evaluation (IITP) grant funded by the Korea government (MSIT) (RS-2022-00155911), Artificial Intelligence Convergence Innovation Human Resources Development (Kyung Hee University), and the Ministry of Education of the Republic of Korea and the National Research Foundation of Korea (NRF-2020S1A3A2A02093277).
References
- Adetunji, J. (2021). Five ways artificial intelligence can help space exploration. https://theconversation.com/five-ways-artificial-intelligence-can-helpspace-exploration-153664
- Arabesque. (2021). Is space travel compatible with sustainability? https://www.eco-business.com/opinion/is-space-travel-compatiblewith-sustainability/
- Bagchi, S. (2021). How AI is sky rocketing space exploration. https://www.cxotoday.com/ai/how-artificial-intelligence-is-skyrocketing-space-exploration/
- Brislin, R. W. (1970). Back-translation for cross-cultural research. Journal of Cross-Cultural Psychology, 1(3), 185-216.
- Carbajales-Dale, M., & Murphy, T. W. (2023). The environmental and moral implications of human space travel. Science of the Total Environment, 856, 159222.
- CESAER. (2022). Space sustainability: artificial intelligence for atmospheric modelling. https://www.cesaer.org/news/space-sustainability-artificialintelligence-for-atmospheric-modelling-998/
- Champion Traveler. (2022). One SpaceX rocket launch produces the equivalent of 395 transatlantic flights worth of CO2 emissions. https://championtraveler.com/news/one-spacex-rocket-launchproduces-the-equivalent-of-395-transatlantic-flights-worth-of-co2-emissions/
- Chang, Y. W., & Chern, J. S. (2016). Ups and downs of space tourism development in 60 years from moon register to spaceshiptwo CRASH. Acta Astronautica, 127, 533-541.
- Cheng, X., Zhang, X., Cohen, J., & Mou, J. (2022a). Human vs. AI: Understanding the impact of anthropomorphism on consumer response to chatbots from the perspective of trust and relationship norms. Information Processing and Management, 59(3), 102940.
- Cheng, X., Zhang, X., Yang, B., & Fu, Y. (2022b). An investigation on trust in AIenabled collaboration: Application of AI-Driven chatbot in accommodation-based sharing economy. Electronic Commerce Research and Applications, 54, 101164.
- Chi, O. H., Jia, S., Li, Y., & Gursoy, D. (2021). Developing a formative scale to measure consumers' trust toward interaction with artificially intelligent (AI) social robots in service delivery. Computers in Human Behavior, 118(May 2020), 106700.
- Chui, K. T., Lytras, M. D., & Visvizi, A. (2018). Energy sustainability in smart cities: Artificial intelligence, smart monitoring, and optimization of energy consumption. Energies, 11(11), 1-20.
- Churchill Jr., G. A. (1979). A paradigm for developing better measures of marketing constructs. Journal of Marketing Research, 16(1), 64-73.
- Cicchetti, D. V., Shoinralter, D., & Tyrer, P. J. (1985). The effect of number of rating scale categories on levels of interrater reliability: A Monte Carlo investigation. Applied Psychological Measurement, 9(1), 31-36.
- Clash, J. (2022). The astronomical differences between orbital and suborbital space flight. https://www.forbes.com/sites/jimclash/2022/06/16/theastronomical-differences-between-orbital-and-suborbital-spaceflight/?sh=69abd4847c1a
- Das, S. (2020). How artificial intelligence helping in space exploration. https://analyticsindiamag.com/is-artificial-intelligence-the-newguardian-of-the-galaxy/
- Dialani, P. (2021). Let's go to space. But this time, through artificial intelligence. https://www.analyticsinsight.net/lets-go-to-space-but-this-timethrough-artificial-intelligence/
- Di Vaio, A., Palladino, R., Hassan, R., & Escobar, O. (2020). Artificial intelligence and business models in the sustainable development goals perspective: A systematic literature review. Journal of Business Research, 121(January), 283-314.
- Duan, W. (2020). Ordinal logistic regression analysis on influencing factors of space tourism expectation model. Journal of Physics: Conference Series, 1651(1), 012066
- Duval, D., & Hall, C. M. (2015). Sustainable space tourism: new destinations, new challenges. In C. M. Hall, S. Gossling, & D. Scott (Eds.), The Routledge Handbook of Tourism and Sustainability (pp. 450-460). Routledge.
- European Space Agency. (2022). ESA - Artificial intelligence in space. https://www.esa.int/Enabling_Support/Preparing_for_the_Future/Discovery_and_Preparation/Artificial_intelligence_in_space
- Fawkes, S. (2007). Space tourism and sustainable development. Journal of the British Interplanetary Society, 60(11), 401-408.
- Frost, J., & Frost, W. (2022). Exploring prosocial and environmental motivations of frontier tourists: implications for sustainable space tourism. Journal of Sustainable Tourism, 30(9), 2254-2270.
- Geisser, S. (1974). A predictive approach to the random effect model A. Biometrika Trust, 61(1), 101-107.
- Ghouri, A. M., Khan, H. R., Mani, V., Haq, M. A. ul, & Lopes de Sousa Jabbour, A. B. (2023). An Artificial-Intelligence-Based omnichannel blood supply chain: A pathway for sustainable development. Journal of Business Research, 164(April), 113980.
- Giachino, C., Pucciarelli, F., Bollani, L., Bonadonna, A., & Koo, C. (2021). Space tourism: A new frontier for future generations. Journal of Smart Tourism, 1(4), 31-42. http://smarttourism.khu.ac.kr/file/202103/1622686933.pdf 103/1622686933.pdf
- Goodrich, J. N. (1987). Touristic travel to outer space: profile and barriers to entry. Journal of Travel Research, 26(2), 40-43.
- Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2020). Multivariate data analysis (8th ed.). Cengage.
- Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A Primer on partial least squares structural equation modeling (PLS-SEM). Sage.
- 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.
- Han, H., Hwang, J., Lee, M. J., & Kim, J. (2019). Word-of-mouth, buying, and sacrifice intentions for eco-cruises: Exploring the function of norm activation and value-attitude-behavior. Tourism Management, 70, 430-443.
- Hasegawa, T., Takano, T., & Collins, P. (2018). The dawn of space tourism businesses and the development strategy in reference to air tourism businesses. Proceedings of the International Astronautical Congress, IAC, 2018-Octob. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065300368&partnerID=40&md5=69c4bf0504bfe385b577d622df97239a
- Highfield, R. (2022). How sustainable is space tourism? https://www.sciencemuseumgroup.org.uk/blog/how-sustainable-isspace-tourism/
- Ivanov, S., & Umbrello, S. (2021). The ethics of artificial intelligence and robotization in tourism and hospitality - A conceptual framework and research agenda. Journal of Smart Tourism Vol, 1(4), 9-18.
- Kim, M. J., & Hall, C. M. (2022). Do smart apps encourage tourists to walk and cycle? Comparing heavy versus non-heavy users of smart apps. Asia Pacific Journal of Tourism Research, 27(7), 763-779.
- Kim, M. J., & Hall, C. M. (2019). Can climate change awareness predict proenvironmental practices in restaurants? Comparing high and low dining expenditure. Sustainability, 11(23), 6777.
- Kim, M. J., Hall, C. M., & Bonn, M. (2021). Can the value-attitude-behavior model and personality predict international tourists' biosecurity practice during the pandemic? Journal of Hospitality and Tourism Management, 48, 99-109.
- Kim, M. J., Hall, C. M., & Chung, N. (2023). The influence of AI and smart apps on tourist public transport use: Applying mixed methods. Information Technology & Tourism. https://doi.org/https://doi.org/10.1007/s40558-023-00272-x
- Kim, M. J., Hall, C. M., Chung, N., Kim, M., & Sohn, K. (2023a). Does using public transport affect tourist subject well-being and behavior relevant to sustainability? VAB theory and AI benefits. Current Issues in Tourism. https://doi.org/https://doi.org/10.1080/13683500.2023.2214721
- Kim, M. J., Hall, C. M., Chung, N., Kim, M., & Sohn, K. (2023b). Why do tourists use public transport in Korea? The roles of artificial intelligence knowledge, environmental, social, and governance, and sustainability. Asia Pacific Journal of Tourism Research, 28(5), 467-484.
- Kim, M. J., Hall, C. M., & Kim, D. K. (2020). Predicting environmentally friendly eating out behavior by value-attitude-behavior theory: does being vegetarian reduce food waste? Journal of Sustainable Tourism, 28(6), 797-815.
- Kim, M. J., Hall, C. M., & Kwon, O. (2023). Space tourism: Do age and gender make a difference in risk perception? Journal of Hospitality and Tourism Management, in press. https://doi.org/org/10.1016/j.jhtm.2023.08.019
- Kim, M. J., Hall, C. M., Kwon, O., Hwang, K., & Kim, J. S. (2023). Orbital and suborbital space tourism: motivation, constraint and artificial intelligence. Tourism Review. https://doi.org/10.1108/TR-01-2023-0017
- Kim, M. J., Hall, C. M., Kwon, O., & Sohn, K. (2023). Effects of Value-Belief-Norm Theory, ESG, and AI on space tourist behavior for sustainability with three types of space tourism. Journal of Travel Research, https://doi.org/10.1177/00472875231191514.
- Kim, M. J., Hall, C. M., Kwon, O., Sohn, K., & Kim, M. (2023). The effects of individual and organizational interventions on space tourism: Applying EMGB and fsQCA. Current Issues in Tourism, 26(9), 1389-1393.
- Lalicic, L., & Weismayer, C. (2021). Consumers' reasons and perceived value co-creation of using artificial intelligence-enabled travel service agents. Journal of Business Research, 129(February 2019), 891-901.
- Li, D., Du, P., & He, H. (2022). Artificial Intelligence-based sustainable development of smart heritage tourism. Wireless Communications and Mobile Computing, 2022, 5441170.
- Li, J. (Justin), Bonn, M. A., & Ye, B. H. (2019). Hotel employee's artificial intelligence and robotics awareness and its impact on turnover intention: The moderating roles of perceived organizational support and competitive psychological climate. Tourism Management, 73, 172-181.
- Liang, X., Guo, G., Shu, L., Gong, Q., & Luo, P. (2022). Investigating the doubleedged sword effect of AI awareness on employee's service innovative behavior. Tourism Management, 92, 104564.
- Lindell, M. K., & Whitney, D. J. (2001). Accounting for common method variance in cross-sectional research designs. Journal of Applied Psychology, 86(1), 114-121.
- Lobova, S. V., Bogoviz, A. V., & Alekseev, A. N. (2022). Sustainable AI in environmental economics and management: Current trends and postCOVID perspective. Frontiers in Environmental Science, 10, 1-7.
- Mammarella, N. (2021). Can space tourism boost sustainable behavior? Frontiers in Psychology, 12, 10-12.
- Mehran, J., Olya, H., & Han, H. (2023). Psychology of space tourism marketing, technology, and sustainable development: From a literature review to an integrative framework. Psychology and Marketing. https://doi.org/10.1002/mar.21795
- Ministry of the Interior and Safety. (2022). Resident registration demographics. https://jumin.mois.go.kr/#
- Mirchevski, B. (n.d.). Space travel and AI - Is this the future of investing? Retrieved October 7, 2022, from https://medium.com/thelogician/space-travel-and-ai-is-this-the-future-of-investing1d4317afca3a
- Olya, H. G. T., & Han, H. (2020). Antecedents of space traveler behavioral intention. Journal of Travel Research, 59(3), 528 -544.
- Olya, H. G. T. (2023). Towards advancing theory and methods on tourism development from residents' perspectives: Developing a framework on the pathway to impact. Journal of Sustainable Tourism, 31(2), 329-349.
- Olya, H., & Han, H. (2022). Emerging space tourism business: Uncovering customer avoidance responses and behaviours. Journal of Vacation Marketing. https://doi.org/10.1177/13567667221101408
- Omar, A. A., Farag, M. M., & Alhamad, R. A. (2021). Artifical Intelligence: New paradigm in deep space exploration. Proceedings - International Conference on Developments in ESystems Engineering, DeSE, 2021-Decem, 438-442.
- Peeters, P. (2018). Why space tourism will not be part of sustainable tourism. Tourism Recreation Research, 43(4), 540-543.
- Peeters, W. (2010). From suborbital space tourism to commercial personal spaceflight. Acta Astronautica, 66(11-12), 1625-1632.
- Podsakoff, P. M., MacKenzie, S. B., Lee, J. Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879-903.
- Poortvliet, P. M., Sanders, L., Weijma, J., & De Vries, J. R. (2018). Acceptance of new sanitation: The role of end-users' pro-environmental personal norms and risk and benefit perceptions. Water Research, 131, 90-99.
- Preston, C. C., & Colman, A. M. (2000). Optimal number of response categories in rating scales: Reliability, validity, discriminating power, and respondent preferences. Acta Psychologica, 104(1), 1-15. http://www.scopus.com/inward/record.url?eid=2-s2.0-0034150533&partnerID=40&md5=a4b1035413fe7af15b9cdd712f49bce0 1035413fe7af15b9cdd712f49bce0
- Ragin, C. C. (2017). User's guide to fuzzy-set/Qualitative Comparative Analysis. Manual based on fsQCA 3.0. https://www.socsci.uci.edu/~cragin/fsQCA/software.shtml
- Ramesh, B., Snodgrass, R., Verma, B., Degan, M., & Daim, T. U. (2021). Technology intelligence map: Space tourism. In T. U. Daim (Ed.), Roadmapping Future. Applied Innovation and Technology Management(pp. 417-437). Springer.
- Reddy, M. V., Nica, M., & Wilkes, K. (2012). Space tourism: Research recommendations for the future of the industry and perspectives of potential participants. Tourism Management, 33(5), 1093-1102.
- Ringle, C. M., Wende, S., & Becker, J. M. (2022). SmartPLS 4. http://www.smartpls.com
- Russo, A., & Lax, G. (2022). Using artificial intelligence for space challenges: A survey. Applied Sciences, 12(10), 5106.
- Schmelzer, R. (2020). How is AI helping to commercialize space? https://www.forbes.com/sites/cognitiveworld/2020/03/21/how-is-aihelping-to-commercialize-space/?sh=2c3798927c9f
- Schulz, P. J., & Nakamoto, K. (2013). Patient behavior and the benefits of artificial intelligence: The perils of "dangerous" literacy and illusory patient empowerment. Patient Education and Counseling, 92(2), 223-228.
- Scott, M. (2022). A space tourism destination: environmental, geopolitical and tourism branding considerations for New Zealand as a 'launch state.' Journal of Sustainable Tourism, 30(9), 2240-2253.
- Spector, S. (2020). Delineating acceptable risk in the space tourism industry. Tourism Recreation Research, 45(4), 500-510.
- Spector, S., & Higham, J. E. S. (2019). Space tourism in the Anthropocene. Annals of Tourism Research, 79(May), 102772.
- Spector, S., Higham, J. E. S., & Doering, A. (2017). Beyond the biosphere: tourism, outer space, and sustainability. Tourism Recreation Research, 42(3), 273-283.
- Stone, M. (1974). Cross-validatory choice and assessment of statistical predictions. Journal of the Royal Statistical Society, 36(2), 111-147.
- Stringer, A., & Wiggers, K. (2023). ChatGPT: Everything you need to know about the AI-powered chatbot. Retrieved April 26, 2023, from https://techcrunch.com/2023/04/25/chatgpt-everything-you-need-toknow-about-the-ai-powered-chatbot/
- Tasci, A. D. A., Fyall, A. D., & Fu, X. (2021). Social representations of space travel: Modeling the antecedents and outcomes. International Journal of Tourism Research, 23(4), 611-635.
- Toivonen, A. (2021). Sustainable space tourism: An introduction. Channel View Publications.
- Toivonen, A. (2022). Sustainability dimensions in space tourism: the case of Finland. Journal of Sustainable Tourism, 30(9), 2223-2239.
- Toivonen, A. (2017). Sustainable planning for space tourism. Matkailututkimus, 13(1-2), 21-34.
- Truby, J. (2020). Governing artificial intelligence to benefit the UN sustainable development goals. Sustainable Development, 28(4), 946-959.