The influence of the carbon neutrality goal on tourists’ low-carbon tourism behavior intention in space tourism

China’s carbon neutrality goals and the emergence of the space tourism industry have raised increasing environmental concerns. Fostering the awareness of low-carbon practices is vital for industry sustainability and enhanced competitiveness. The existing literature underscores how state policies, such as the dual carbon goal, which aims to peak carbon dioxide emissions by 2030 and achieve carbon neutrality before 2060, drive motivations to go green, shaping public intentions toward low-carbon travel. The contemporary focus is on various dual carbon factors influencing low-carbon tourism, although research on motivations, awareness, and behavioral intentions in space remains limited. To address this gap, this study aims to evaluate how the carbon neutrality goal impacts low-carbon tourism motivation, awareness, and behavioral intentions based on the event system theory. The study employed quantitative methods and examined the constructs and causality of low-carbon tourism. After performing a literature review, we constructed a research model to explore the relationship between low-carbon space tourism and behavioral intentions with mediation constructs of carbon neutrality goal, motivation, and awareness. Statistical Package for the Social Sciences (SPSS) and MPLUS were employed in data analysis. The data were analyzed using SPSS and MPLUS software, and various mathematical and statistical methods such as reliability analysis, validity analysis, factor analysis, correlation analysis, common method variance analysis, and structural equation modeling were used to analyze the survey data. Findings suggest positive effects of the carbon neutrality goal, low-carbon travel motivation (LCM), and low-carbon tourism awareness (LCA) among tourists. The present study affirms the influential role of the carbon neutrality goal in space tourism and the mediating effects of LCM and LCA in positively affecting sustainable space tourism intention. This study also suggests that cooperation among governmental entities, tourism authorities, businesses, and tourists is vital to advancing sustainable space tourism practices.
- Duval DT, Hall CM. Sustainable space tourism: New destinations, new challenges. In: The Routledge Handbook of Tourism and Sustainability. United Kingdom: Routledge; 2015. p. 450-459.
- Toivonen AK. Sustainable planning for space tourism. Matkailututkimus. 2017;13:21-34.
- Cater C. History of space tourism. In: Space Tourism: The Elusive Dream. United Kingdom: Emerald Publishing Limited; 2019. p. 51-66.
- Cater CI, Garrod B, Low T. The Encyclopedia of Sustainable Tourism. United Kingdom: Cabi; 2015.
- Peeters P. Tourism’s Impact on Climate Change and its Mitigation Challenges. How can Tourism Become ‘Climatically Sustainable? Netherlands: Delft University of Technology; 2017.
- Ross M, Mills M, Toohey D. Potential climate impact of black carbon emitted by rockets. Geophys Res Lett. 2010;37(24):1-6. doi: 10.1029/2010GL044548
- Li K, Zhou Y, Huang X, Xiao H, Shan Y. Low-carbon development pathways for resource-based cities in China under the carbon peaking and carbon neutrality goals. Environ Sci Pollut Res. 2024;31(7):10213-10233. doi: 10.1007/s11356-023-28349-4
- Morgeson FP, Mitchell TR, Liu D. Event system theory: An event-oriented approach to the organizational sciences. Acad Manag Rev. 2015;40(4):515-537. doi: 10.5465/amr.2012.0099
- Liu D, Gong Y, Zhou J, Huang JC. Human resource systems, employee creativity, and firm innovation: The moderating role of firm ownership. Acad Manag J. 2017;60(3):1164-1188. doi: 10.5465/amj.2015.0230
- Wang Y, Kim S, Rafferty A, Sanders K. Employee perceptions of HR practices: A critical review and future directions. Int J Hum Resour Manag. 2020;31(1):128-173. doi: 10.1080/09585192.2019.1674360
- Liu D, Jiang K, Shalley CE, Keem S, Zhou J. Motivational mechanisms of employee creativity: A meta-analytic examination and theoretical extension of the creativity literature. Organ Behav Hum Decis Processes. 2016;137:236-263. doi: 10.1016/j.obhdp.2016.08.001
- Newton PW, Rogers BC. Transforming built environments: Towards carbon neutral and blue-green cities. Sustainability. 2020;12(11):4745. doi: 10.3390/su12114745
- Huovila A, Siikavirta H, Rozado CA, et al. Carbon-neutral cities: Critical review of theory and practice. J Clean Prod. 2022;341:130912. doi: 10.1016/j.jclepro.2022.130912
- Qin Z, Deng X, Griscom B, et al. Natural climate solutions for China: The last mile to carbon neutrality. Adv Atmos Sci. 2021;38:889-895. doi: 10.1007/s00376-021-1031-0
- Pereda PC, Lucchesi A, Garcia CP, Palialol BT. Neutral carbon tax and environmental targets in Brazil. Econ Syst Res. 2019;31(1):70-91. doi: 10.1080/09535314.2018.1431611
- Tang W, Wu P, Zhang Y, Cao X. Analysis on the current situation and development trend of China’s electrification level and electric energy substitution under the background of carbon neutral. IOP Conf Ser Earth Environ Sci. 2021;661:012019. doi: 10.1088/1755-1315/661/1/012019
- Yangka D, Rauland V, Newman P. Carbon neutral policy in action: The case of Bhutan. Clim Policy. 2019;19(6):672-687. doi: 10.1080/14693062.2018.1551187
- Birkenberg A, Narjes ME, Weinmann B, Birner R. The potential of carbon neutral labeling to engage coffee consumers in climate change mitigation. J Clean Prod. 2021;278:123621. doi: 10.1016/j.jclepro.2020.123621
- Huang B, Xing K, Pullen S, Liao L. Exploring carbon neutral potential in urban densification: A precinct perspective and scenario analysis. Sustainability. 2020;12(12):4814. doi: 10.3390/su12124814
- Nieuwenhuijsen MJ. Urban and transport planning pathways to carbon neutral, liveable and healthy cities; A review of the current evidence. Environ Int. 2020;140:105661. doi: 10.1016/j.envint.2020.105661
- Zhiyong H, Tao L, Ximei L. Temporal and spatial characteristics and evolution of China’s inbound tourism carbon footprint. J Resour Ecol. 2021;12(1):56-67. doi: 10.5814/j.issn.1674-764x.2021.01.006
- Jin C, Cheng J, Xu J, Huang Z. Self-driving tourism induced carbon emission flows and its determinants in well-developed regions: A case study of Jiangsu Province, China. J Clean Prod. 2018;186:191-202. doi: 10.1016/j.jclepro.2018.03.128
- Ren Y, Zhao C, Fu J. Dynamic study on tourism carbon footprint and carbon carrying capacity in Sichuan Province. J Geosci Environ Prot. 2019;7(7):14-24. doi: 10.4236/gep.2019.77002
- Toivonen A. Sustainable Space Tourism: An Introduction. Vol 3. United Kingdom: Channel View Publications; 2020.
- Biermann F. Global governance and the environment. In: Palgrave Advances in International Environmental Politics. Berlin, Germany: Springer; 2006. p. 237-261. doi: 10.1057/9781137338976_10
- Robertson D, Kean I, Moore S, Gurtner Y, Holcombe C, Wilks J. Tourism Risk Management: An Authoritative Guide to Managing Crises in Tourism. In: APEC International Centre for Sustainable Tourism (AICST). Singapore: Asian Pacific Economic Cooperation (APEC); 2006. p. 1-88.
- Hall CM, Jenkins J. Tourism and public policy. In: A Companion to Tourism. Oxford: Blackwell; 2004. p. 523-540.
- Krutwaysho O, Bramwell B. Tourism policy implementation and society. Ann Tour Res. 2010;37(3):670-691. doi: 10.1016/j.annals.2009.12.004
- Lin A, Lou J, Yue R. Study on Residents’ Perception of Low-carbon Policy and Its Influence on Low-carbon Behavior Intention. In: Sustainability in Energy and Buildings. Berlin, Germany: Springer; 2022. p. 76-85. doi: 10.1007/978-981-19-8769-4_8
- Crompton JL, McKay SL. Motives of visitors attending festival events. Ann Tour Res. 1997;24(2):425-439. doi: 10.1016/S0160-7383(97)80010-2
- Hongmei Z, Lin L. A review of the research on tourism motivation in recent 10 years. Areal Res Dev. 2005;24(2):60-69.
- Dai YY, Shie AJ, Chu JH, Wu YCJ. Low-carbon travel motivation and constraint: Scales development and validation. Int J Environ Res Public Health. 2022;19(9):5123. doi: 10.3390/ijerph19095123
- Holt RR. The emergence of cognitive psychology. J Am Psychoanal Assoc. 1964;12(3):650-665. doi: 10.1177/000306516401200314
- Anderson JR. Cognitive Psychology and Its Implications. United States: Macmillan; 2005.
- Burgess J, Harrison CM, Filius P. Environmental communication and the cultural politics of environmental citizenship. Environ Plann A Econ Space. 1998;30(8):1445-1460. doi: 10.1068/a301445
- He A, Li T, Gai Y. The impact of urban residents’ low carbon interest concerns and low carbon sense of responsibility on low carbon consumption: Differences among the East, Middle and West China. China Soft Sci. 2011;8:185-192.
- Smith KH. Implementing the “Marketing You” project in large sections of principles of marketing. J Mark Educ. 2004;26(2):123-136. doi: 10.1177/02734753042655
- Gollwitzer PM, Bargh JA. The Psychology of Action: Linking Cognition and Motivation to Behavior. New York: Guilford Press; 1996.
- Akroush MN, Jraisat LE, Kurdieh DJ, AL-Faouri RN, Qatu LT. Tourism service quality and destination loyalty-the mediating role of destination image from international tourists’ perspectives. Tour Rev. 2016;71(1):18-44. doi: 10.1108/TR-11-2014-0057
- Ehrlich PR, Kennedy D. Millennium assessment of human behavior. Science. 2005;309(5734):562-563. doi: 10.1126/science.11130
- Li S, Liu C, Wu Z, et al. The impact of perceptions of positive COVID-19 information on travel motivation and intention: Evidence from Chinese university students. Front Psychol. 2022;13:871330. doi: 10.3389/fpsyg.2022.871330
- Chen M, Yuan D, Kuang F, Wu Q, Xie X. Effects of household differentiation and intergenerational differences on adoption of ecological farming. China Popul Resour Environ. 2019;29:79-86.
- Liu H, Wu M, Liu X, Gao J, Luo X, Wu Y. Simulation of policy tools’ effects on farmers’ adoption of conservation tillage technology: An empirical analysis in China. Land. 2021;10(10):1075. doi: 10.3390/land10101075
- Zhang M, Qiu Y, Li C, et al. A habitable earth and carbon neutrality: Mission and challenges facing resources and the environment in China-an overview. Int J Environ Res Public Health. 2023;20(2):1045. doi: 10.3390/ijerph20021045
- Kim MJ, Hall CM, Kwon O, Sohn K, Kim M. The effects of individual and organizational interventions on space tourism: Applying EMGB and fsQCA. Curr Issues Tour. 2023;26(9):1389-1393. doi: 10.1080/13683500.2023.2176744
- Kim MJ, Hall CM, Kwon O, Hwang K, Kim JS. Orbital and sub-orbital space tourism: Motivation, constraint and artificial intelligence. Tour Rev. 2024;79(2):392-407. doi: 10.1108/TR-01-2023-0017
- López-Sanz JM, Penelas-Leguía A, Gutiérrez-Rodríguez P, Cuesta-Valiño P. Rural tourism and the sustainable development goals. A study of the variables that most influence the behavior of the tourist. Front Psychol. 2021;12:722973. doi: 10.3389/fpsyg.2021.722973
- Jianming W, Junhao W. The influence factor model of public low-carbon consumption pattern with government regulation policy-is an exploratory study based on grounded theory. Manag World. 2011;4:58-68.
- Zhao L, Zhang H, Sun J. Factors affecting low-carbon tourism behavior under tourist situations in Sanya. Resour Sci. 2015;37(1):201-210.
- Han H. Travelers’ pro-environmental behavior in a green lodging context: Converging value-belief-norm theory and the theory of planned behavior. Tour Manag. 2015;47:164-177. doi: 10.1016/j.tourman.2014.09.014
- Tang T, Zhao M, Wang D, et al. Does environmental interpretation impact public ecological flow experience and responsible behavior? A case study of Potatso National Park, China. Int J Environ Res Public Health. 2022;19(15):9630. doi: 10.3390/ijerph19159630
- Gao Y, Ma Y, Bai K, Li Y, Liu X. Which factors influence individual pro-environmental behavior in the tourism context: Rationality, affect, or morality? Asia Pac J Tour Res. 2021;26(5):516-538. doi: 10.1080/10941665.2021.1876117
- Das KR, Imon AHM. A brief review of tests for normality. Am J Theor Appl Stat. 2016;5(1):5-12. doi: 10.11648/j.ajtas.20160501.12
- Fuller CM, Simmering MJ, Atinc G, Atinc Y, Babin BJ. Common methods variance detection in business research. J Bus Res. 2016;69(8):3192-3198. doi: 10.1016/j.jbusres.2015.12.008
- George D, Mallery P. Reliability analysis. In: IBM SPSS Statistics 25 Step by Step. United Kingdom: Routledge; 2018. p. 249-260.
- Cunningham WA, Preacher KJ, Banaji MR. Implicit attitude measures: Consistency, stability, and convergent validity. Psychol Sci. 2001;12(2):163-170. doi: 10.1111/1467-9280.00328
- Rönkkö M, Cho E. An updated guideline for assessing discriminant validity. Organ Res Methods. 2022;25(1):6-14. doi: 10.1177/1094428120968614
- Xia Y, Yang Y. RMSEA, CFI, and TLI in structural equation modeling with ordered categorical data: The story they tell depends on the estimation methods. Behav Res Methods. 2019;51:409-428. doi: 10.3758/s13428-018-1055-2