This study aims to identify the role of ChatGPT in addressing existing gaps and offering new opportunities in tourism and hospitality (T&H) education. In this evolving educational landscape, the study outlines emerging trends, practical applications, and potential avenues for implementing ChatGPT in educational contexts. Relevant research papers were retrieved from online databases indexed by Scopus, and a systematic literature and bibliometric review was conducted, focusing on studies published between 2018 and 2024. To this end, the Scopus database was used, with a focus on articles evaluating the use of ChatGPT in education within the T&H sectors. Following a defined protocol that included specific inclusion and exclusion criteria, 26 relevant studies were selected for final synthesis and analysis. This study emphasizes the positive impacts of ChatGPT in the learning environment, including its adaptability to individual learning needs, its versatility in enhancing digital marketing skills, and its practical utility for role-play and the development of cultural competencies. Challenges identified include concerns related to academic dishonesty, both quantitative and qualitative limitations associated with the technology, and various ethical considerations. This work represents the first systematic literature review on the adoption of ChatGPT in T&H education. It showcases AI-enabled educational practices while highlighting the current lack of ethical guidelines and personalized learning frameworks within the field. The study is limited to English-language articles and excludes grey literature.
Abou-ShoukMElbazAMAl-LeheabiSMZM, et al. (2024) Trusting ChatGPT usage in personalized travel planning: the moderating role of privacy and data security. Tourism and Hospitality Research. DOI: 10.1177/14673584241306346.
2.
AdesholaIAdepojuAP (2024) The opportunities and challenges of ChatGPT in education. Interactive Learning Environments32(10): 6159–6172. DOI: 10.1080/10494820.2023.2253858.
3.
AlfirevićNPraničevićDGMabićM (2024) Custom-trained large language models as open educational resources: an exploratory research of a business management educational chatbot in Croatia and Bosnia and Herzegovina. Sustainability16(12): 4929. DOI: 10.3390/su16124929.
4.
AliAMurphyHCNadkarniS (2018) Hospitality employers’ perceptions of technology for sustainable development: the implications for graduate employability. Tourism and Hospitality Research18(2): 131–142. DOI: 10.1177/1467358416636929.
5.
AltinayZAltinayFTliliA, et al. (2024) “Keep your friends close, but your enemies closer:” ChatGPT in tourism and hospitality. Journal of Hospitality and Tourism Technology16: 213–228. DOI: 10.1108/JHTT-03-2024-0139.
6.
AltunOSaydamMBKaratepeT, et al. (2024) Unveiling ChatGPT in tourism education: exploring perceptions, advantages and recommendations from educators. Worldwide Hospitality and Tourism Themes16(1): 105–118. DOI: 10.1108/WHATT-01-2024-0018.
7.
BahreiniAFBasuCMadanM, et al. (2023) A four-stage model of ChatGPT adoption: application in tourism, healthcare, and education industry. Issues in Information Systems24(3): 245–260. DOI: 10.48009/3_iis_2023_121.
8.
BakrAAMAliERAljurayyadSS, et al. (2025) From authenticity to sustainability: the role of authentic cultural and consumer knowledge in shaping green consumerism and behavioral intention to gastronomy in heritage restaurants in Hail, Saudi Arabia. Sustainability17(8): 3530. DOI: 10.3390/su17083530.
9.
BansalGChamolaVHussainA, et al. (2024) Transforming conversations with AI—a comprehensive study of ChatGPT. Cognitive Computation16(5): 2487–2510. DOI: 10.1007/s12559-023-10236-2.
BenderEMGebruTMcMillan-MajorA, et al. (2021) On the dangers of stochastic parrots. In: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, The Alan Turing Institute, London, 8-3-2021, pp. 610–623. DOI: 10.1145/3442188.3445922.
12.
BhattacharyaPPrasadVKVermaA, et al. (2024) Demystifying ChatGPT: an in-depth survey of OpenAI’s robust large language models. Archives of Computational Methods in Engineering31(8): 4557–4600. DOI: 10.1007/s11831-024-10115-5.
13.
BommineniVLBhagwagarSBalcarcelD, et al. (2023) Performance of ChatGPT on the MCAT: the road to personalized and equitable premedical learning. DOI: 10.1101/2023.03.05.23286533.
14.
BonsuNOZagamiJPendergastD, et al. (2024) Virtual reality utilisation in history education: discovery through a systematic quantitative literature review. Issues and Trends in Learning Technologies12(2): 34–71.
15.
BuhalisDLeungR (2018) Smart hospitality—interconnectivity and interoperability towards an ecosystem. International Journal of Hospitality Management71: 41–50. DOI: 10.1016/j.ijhm.2017.11.011.
16.
BurnhamJF (2006) Scopus database: a review. Biomedical Digital Libraries3(1): 1. DOI: 10.1186/1742-5581-3-1.
17.
CainJRajanAS (2024) Proof of concept of ChatGPT as a virtual tutor. American Journal of Pharmaceutical Education88(12): 101333. DOI: 10.1016/j.ajpe.2024.101333.
18.
ÇalişkanGSevimB (2023) Use of service robots in hospitality: an observational study in terms of technology acceptance model. Tourism and Hospitality Research25(28): 1–13. DOI: 10.1177/14673584231198438.
19.
CarvalhoIIvanovS (2024) ChatGPT for tourism: applications, benefits and risks. Tourism Review79(2): 290–303. DOI: 10.1108/TR-02-2023-0088.
20.
ChanEY (2024) Transforming HTM education: ChatGPT as a catalyst for DEIB. Journal of Hospitality & Tourism Education36(4): 410–418. DOI: 10.1080/10963758.2024.2428613.
21.
ChenLChenPLinZ (2020) Artificial intelligence in education: a review. IEEE Access8: 75264–75278. DOI: 10.1109/ACCESS.2020.2988510.
22.
ChenSZhangYYangQ (2024) Multi-task learning in natural language processing: an overview. ACM Computing Surveys56(12): 1–32. DOI: 10.1145/3663363.
23.
CheungBHHLauGKKWongGTC, et al. (2023) ChatGPT versus human in generating medical graduate exam multiple choice questions—a multinational prospective study (Hong Kong S.A.R., Singapore, Ireland, and the United Kingdom). PLoS One18(8): e0290691. DOI: 10.1371/journal.pone.0290691.
24.
CloeteGNdlovuJ (2023) The future of sustainable tourism education in the digital transformation age beyond COVID-19 in Namibia. African Journal of Hospitality, Tourism and Leisure12(5SE): 1668–1682. DOI: 10.46222/ajhtl.19770720.457.
25.
ConefreyAHanrahanJMcTiernanC, et al. (2025) Curricula, sustainable literacy and decarbonisation: the Net-Zero challenge for tourism educators in Ireland. Tourism and Hospitality Research. DOI: 10.1177/14673584251320310.
26.
CurrieGSinghCNelsonT, et al. (2023) ChatGPT in medical imaging higher education. Radiography29(4): 792–799. DOI: 10.1016/j.radi.2023.05.011.
27.
DalgıçAYaşarEDemirM (2024) ChatGPT and learning outcomes in tourism education: the role of digital literacy and individualized learning. Journal of Hospitality, Leisure, Sports and Tourism Education34: 100481. DOI: 10.1016/j.jhlste.2024.100481.
28.
DavisFD (1989) Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly13(3): 319. DOI: 10.2307/249008.
29.
DeardorffDK (2006) Identification and assessment of intercultural competence as a student outcome of internationalization. Journal of Studies in International Education10(3): 241–266. DOI: 10.1177/1028315306287002.
30.
DogruTLineNHanksL, et al. (2024) The implications of generative artificial intelligence in academic research and higher education in tourism and hospitality. Tourism Economics30(5): 1083–1094. DOI: 10.1177/13548166231204065.
31.
DwivediYKKshetriNHughesL, et al. (2023) Opinion Paper: “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy. International Journal of Information Management71: 102642. DOI: 10.1016/j.ijinfomgt.2023.102642.
32.
DwivediYKPandeyNCurrieW, et al. (2024) Leveraging ChatGPT and other generative artificial intelligence (AI)-based applications in the hospitality and tourism industry: practices, challenges and research agenda. International Journal of Contemporary Hospitality Management36(1): 1–12. DOI: 10.1108/IJCHM-05-2023-0686.
33.
El-AkhrasHAAbd El-WahabMASaghierEG, et al. (2024) ChatGPT adoption risks and cognitive achievement among tourism and hospitality college students: from faculty member perspective. Journal of Hospitality and Tourism Insights. DOI: 10.1108/JHTI-04-2024-0292.
34.
ElbannaSArmstrongL (2024) Exploring the integration of ChatGPT in education: adapting for the future. Management & Sustainability: An Arab Review3(1): 16–29. DOI: 10.1108/MSAR-03-2023-0016.
35.
ElkhweskyZAbuelhassanAEElkhweskyEFY, et al. (2024a) Antecedents and consequences of behavioural intention to use virtual reality in tourism: evidence from Gen-Y and Gen-Z consumers in Egypt. Tourism and Hospitality Research24(4): 560–576. DOI: 10.1177/14673584231170576.
36.
ElkhweskyZEl ManzaniYElbayoumi SalemI (2024b) Driving hospitality and tourism to foster sustainable innovation: a systematic review of COVID-19-related studies and practical implications in the digital era. Tourism and Hospitality Research: The Surrey Quarterly Review24(1): 115–133. DOI: 10.1177/14673584221126792.
37.
ElshaerIAAlyahyaMAzazzAMS, et al. (2024a) Building digital trust and rapport in the tourism industry: a bibliometric analysis and detailed overview. Information15(10): 598. DOI: 10.3390/info15100598.
38.
ElshaerIAAzazzAMSFayyadS, et al. (2024b) From data to delight: leveraging social customer relationship management to elevate customer satisfaction and market effectiveness. Information16(1): 9. DOI: 10.3390/info16010009.
39.
ElshaerIAAzazzAMSKooliC, et al. (2024c) Resilience for sustainability: the synergistic role of green human resources management, circular economy, and green organizational culture in the hotel industry. Administrative Sciences14(11): 297. DOI: 10.3390/admsci14110297.
40.
ElshaerIAAzazzAMSZayedMA, et al. (2024d) Innovating gastronomy through information technology: a bibliometric analysis of 3D food printing for present and future research. Information15(8): 471. DOI: 10.3390/info15080471.
41.
ElshaerIAAzazzAMSFayyadS, et al. (2025a) From asymmetry to satisfaction: the dynamic role of perceived value and trust to boost customer satisfaction in the tourism industry. Tourism and Hospitality6(2): 68.
42.
ElshaerIAAzazzAMSFayyadS, et al. (2025b) Consumer boycotts and fast-food chains: economic consequences and reputational damage. Societies15(5): 114.
43.
FalagasMEPitsouniEIMalietzisGA, et al. (2008) Comparison of PubMed, Scopus, web of science, and Google scholar: strengths and weaknesses. The FASEB Journal: Official Publication of the Federation of American Societies for Experimental Biology22(2): 338–342. DOI: 10.1096/fj.07-9492LSF.
44.
FathyE (2021) Exploring barriers of knowledge management implementation KMI in Egyptian hotel industry. Research Journal of the Faculty of Tourism and Hotels Mansoura University10(10): 3–35.
45.
FathyEAFouadA (2022) Testing the theory of planned behavior TPB in determining intention and behavior to hire people with disabilities in Egyptian hotels. Journal of Tourism and Hotel11(2): 747–819. Mansoura University.
46.
FathyEASalemIEZidanHAKY, et al. (2024b) From plate to post: how foodstagramming enriches tourist satisfaction and creates memorable experiences in culinary tourism. Current Issues in Tourism1–20. DOI: 10.1080/13683500.2024.2405625.
47.
FathyEZidanH (2017) Do loyalty program in the airline and hotel industries affect customer satisfaction and loyalty?International Journal of Heritage, Tourism and Hospitality11(3): 246–266. DOI: 10.21608/ijhth.2017.30233.
48.
FathyEAFouadAMKahlyAM (2024a) Navigating the path to sustainability and overcoming environmental barriers. Iis Tussyadiah and Alessandro Inversini (eds.). The Egyptian Hotel Industry. USA: IGI, 245–272. DOI: 10.4018/979-8-3693-6110-8.ch009.
49.
FathyEAFuXAbuelhassanAE, et al. (2025) Capturing culinary creativity: how and when foodstagramming boosts chef creativity. Journal of Hospitality and Tourism Insights. DOI: 10.1108/JHTI-10-2024-1127.
50.
FayedHFathyEA (2022) The impact of transformational leadership on front office employees’ satisfaction and organisational commitment. Pharos International Journal of Tourism and Hospitality1(1): 49–63. DOI: 10.21608/pijth.2022.264824.
51.
FergusSBothaMOstovarM (2023) Evaluating academic answers generated using ChatGPT. Journal of Chemical Education100(4): 1672–1675. DOI: 10.1021/acs.jchemed.3c00087.
52.
FloridiL (2021) Establishing the rules for building trustworthy AI. USA: IGI, 41–45. DOI: 10.1007/978-3-030-81907-1_4.
53.
FouadA (2021) Factors affecting the intention to use airbnb in Egypt: a PLS-SEM approach. International Tourism and Hospitality Journal. DOI: 10.37227/ITHJ-2021-05-1098.
54.
FouadAMSalemIEFathyEA (2024) Generative AI insights in tourism and hospitality: a comprehensive review and strategic research roadmap. Tourism and Hospitality Research14673584241293124. DOI: 10.1177/14673584241293125.
55.
FouadAMAbdullah KhreisSHFayyadS, et al. (2025) The dynamics of coworker envy in the green innovation landscape: mediating and moderating effects on employee environmental commitment and non-green behavior in the hospitality industry. Tourism and Hospitality Research. DOI: 10.1177/14673584251324618.
56.
FüttererTFischerCAlekseevaA, et al. (2023) ChatGPT in education: global reactions to AI innovations. Scientific Reports13(1): 15310. DOI: 10.1038/s41598-023-42227-6.
57.
GalonDI (2024) The impact of distance learning on tourism and hospitality education during the SARS-CoV-2 pandemic in Region VI, Western Visayas. International Journal of Advanced and Applied Sciences11(10): 1–6. DOI: 10.21833/ijaas.2024.10.001.
58.
GauL-SChuH-TPhamDT, et al. (2024) Innovative teaching of AI-based text mining and ChatGPT applications for trend recognition in tourism and hospitality. Tourism and Hospitality5(4): 1274–1291. DOI: 10.3390/tourhosp5040071.
59.
GhaziKKattaraHSalemIE, et al. (2025) Benefit-triggered or trust-guided? Investigation of customers’ perceptions towards AI-adopting hotels amid and post COVID-19 pandemic. Tourism and Hospitality Research25(1): 38–56. DOI: 10.1177/14673584231184161.
60.
GheshNAlexanderMDavisA (2024) The artificial intelligence-enabled customer experience in tourism: a systematic literature review. Tourism Review79(5): 1017–1037. DOI: 10.1108/TR-04-2023-0255.
61.
GillSSXuMPatrosP, et al. (2024) Transformative effects of ChatGPT on modern education: emerging era of AI chatbots. Internet of Things and Cyber-Physical Systems4: 19–23. DOI: 10.1016/j.iotcps.2023.06.002.
62.
GirgenMUKoleA (2024) Academic impressions pertaining to the “new normal” in tourism education and practice in accordance with digital technology and creativity. Worldwide Hospitality and Tourism Themes16(1): 10–25. DOI: 10.1108/WHATT-01-2024-0015.
63.
GrantMJBoothA (2009) A typology of reviews: an analysis of 14 review types and associated methodologies. Health Information and Libraries Journal26(2): 91–108. DOI: 10.1111/j.1471-1842.2009.00848.x.
64.
GrassiniS (2023) Shaping the future of education: exploring the potential and consequences of AI and ChatGPT in educational settings. Education Sciences13(7): 692. DOI: 10.3390/educsci13070692.
65.
GreenR (2009) American and Australian Doctoral Literature Reviewing Practices and Pedagogies. Australia: Deakin University.
66.
GudenNSafaeimaneshF (2024) Conclusion: what should be the role of tourism education social structures to create and support collaborative learning environments and the tourism sector?Worldwide Hospitality and Tourism Themes16(1): 119–124. DOI: 10.1108/WHATT-02-2024-0021.
67.
GursoyDLiYSongH (2023) ChatGPT and the hospitality and tourism industry: an overview of current trends and future research directions. Journal of Hospitality Marketing & Management32(5): 579–592. DOI: 10.1080/19368623.2023.2211993.
68.
GutierrizIFerreiraJJFernandesPO (2023) Digital transformation and the new combinations in tourism: a systematic literature review. Tourism and Hospitality Research25: 194–213. DOI: 10.1177/14673584231198414.
69.
HalawehM (2023) ChatGPT in education: strategies for responsible implementation. Contemporary Educational Technology15(2): ep421.
70.
HanHKimSHailuTB, et al. (2025) ChatGPT use in hospitality and tourism: a multi-analytic approach. Asia Pacific Journal of Tourism Research1–16. DOI: 10.1080/10941665.2025.2474016.
71.
HartmanEParisCMBlache-CohenB (2014) Fair Trade Learning: ethical standards for community-engaged international volunteer tourism. Tourism and Hospitality Research14(1–2): 108–116. DOI: 10.1177/1467358414529443.
72.
HassaniHSilvaES (2023) The role of ChatGPT in data science: how AI-assisted conversational interfaces are revolutionizing the field. Big Data and Cognitive Computing7(2): 62. DOI: 10.3390/bdcc7020062.
73.
IaconoVLSymondsPBrownDHK (2016) Skype as a tool for qualitative research interviews. Sociological Research Online21(2): 103–117. DOI: 10.5153/sro.3952.
74.
IskenderA (2023) Holy or unholy? Interview with open AI’s ChatGPT. European Journal of Tourism Research34: 3414. DOI: 10.54055/ejtr.v34i.3169.
75.
IvanovSSolimanM (2023) Game of algorithms: ChatGPT implications for the future of tourism education and research. Journal of Tourism Futures9(2): 214–221. DOI: 10.1108/JTF-02-2023-0038.
76.
JamaluddinJAbd GaffarNDinNSS (2023) Hallucination: a key challenge to Artificial Intelligence-Generated writing. Malaysian Family Physician: The Official Journal of the Academy of Family Physicians of Malaysia18: 68. DOI: 10.51866/lte.527.
77.
JaswalS (2014) Role of tourism industry in India’s development. Journal of Tourism & Hospitality04(02): 1000126. DOI: 10.4172/2167-0269.1000126.
78.
KässSStrahringerSWestnerM (2023) Practitioners’ perceptions on the adoption of low code development platforms. IEEE Access11: 29009–29034. DOI: 10.1109/ACCESS.2023.3258539.
79.
KeiperMC (2023) ChatGPT in practice: increasing event planning efficiency through artificial intelligence. Journal of Hospitality, Leisure, Sports and Tourism Education33: 100454. DOI: 10.1016/j.jhlste.2023.100454.
80.
KeiperMCFriedGLupinekJ, et al. (2023) Artificial intelligence in sport management education: playing the AI game with ChatGPT. Journal of Hospitality, Leisure, Sports and Tourism Education33: 100456. DOI: 10.1016/j.jhlste.2023.100456.
81.
KhalilNFathyE (2017) Assessing the accessibility of disabled guests’ facilities for enhancing accessible tourism: case study of five- star hotels’ websites in Alexandria. International Journal of Heritage, Tourism and Hospitality11(3): 195–207. DOI: 10.21608/ijhth.2017.30229.
82.
KimJHKimJParkJ, et al. (2025) When ChatGPT gives incorrect answers: the impact of inaccurate information by generative AI on tourism decision-making. Journal of Travel Research64(1): 51–73. DOI: 10.1177/00472875231212996.
83.
KitchenhamB (2004) Procedures for performing systematic reviews. Keele, UK: Keele University, Vol. 33, pp. 1–26.
84.
KitchenhamBPearl BreretonOBudgenD, et al. (2009) Systematic literature reviews in software engineering – a systematic literature review. Information and Software Technology51(1): 7–15. DOI: 10.1016/j.infsof.2008.09.009.
85.
KusluvanSKusluvanZIlhanI, et al. (2010) The human dimension. Cornell Hospitality Quarterly51(2): 171–214. DOI: 10.1177/1938965510362871.
86.
LinkSMehrzadMRahimiM (2022) Impact of automated writing evaluation on teacher feedback, student revision, and writing improvement. Computer Assisted Language Learning35(4): 605–634. DOI: 10.1080/09588221.2020.1743323.
87.
LoCK (2023) What is the impact of ChatGPT on education? A rapid review of the literature. Education Sciences13(4): 410. DOI: 10.3390/educsci13040410.
88.
MarsoofALucoATanH, et al. (2023) Content-filtering AI systems–limitations, challenges and regulatory approaches. Information and Communications Technology Law32(1): 64–101. DOI: 10.1080/13600834.2022.2078395.
89.
MienyeIDSwartTG (2025) ChatGPT in education: a review of ethical challenges and approaches to enhancing transparency and privacy. Procedia Computer Science254: 181–190. DOI: 10.1016/j.procs.2025.02.077.
90.
MoherDLiberatiATetzlaffJ, et al. (2010) Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. International Journal of Surgery8(5): 336–341. DOI: 10.1016/j.ijsu.2010.02.007.
91.
MongeonPPaul-HusA (2016) The journal coverage of Web of Science and Scopus: a comparative analysis. Scientometrics106(1): 213–228. DOI: 10.1007/s11192-015-1765-5.
92.
NassarMFouadA (2022) Tomorrow taste comes today: exploring customers’ intention to buy 3D printed food in Egyptian restaurants. Pharos International Journal of Tourism and Hospitality1(1): 31–48. DOI: 10.21608/pijth.2022.264346.
93.
NeophytouRLiasidouSPipyrosK, et al. (2025) Artificial intelligence driven adaptive learning methods in sustainable tourism education. Worldwide Hospitality and Tourism Themes17(1): 120–131. DOI: 10.1108/WHATT-12-2024-0308.
94.
NeuhoferBBuhalisDLadkinA (2015) Technology as a catalyst of change: enablers and barriers of the tourist experience and their consequences. In Iis Tussyadiah and Alessandro Inversini (eds.). Information and Communication Technologies in Tourism 2015. Hawaii, USA: Springer International Publishing, 789–802. DOI: 10.1007/978-3-319-14343-9_57.
95.
NimriRYangE (2024) Addressing the elephant in the room: engaging students in ChatGPT conversations on assessments. Journal of Teaching in Travel & Tourism24(4): 426–437. DOI: 10.1080/15313220.2024.2384741.
PickeringCByrneJ (2014) The benefits of publishing systematic quantitative literature reviews for PhD candidates and other early-career researchers. Higher Education Research and Development33(3): 534–548. DOI: 10.1080/07294360.2013.841651.
98.
RawasSAlSaeedD (2024) ChatGPT: innovating lifelong learning in higher education through artificial intelligence and digital transformation. In Iis Tussyadiah and Alessandro Inversini (eds.). Digital Transformation in Higher Education, Part B. Hawaii, USA: Emerald Publishing Limited, 13–28. DOI: 10.1108/978-1-83608-424-220241002.
99.
RayPP (2023) ChatGPT: a comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope. Internet of Things and Cyber-Physical Systems3: 121–154. DOI: 10.1016/j.iotcps.2023.04.003.
100.
RayPP (2024) A deep introspection into the role of ChatGPT for transforming hospitality, leisure, sport, and tourism education. Journal of Hospitality, Leisure, Sports and Tourism Education35: 100504. DOI: 10.1016/j.jhlste.2024.100504.
101.
RejebARejebKAppolloniA, et al. (2024) Exploring the impact of ChatGPT on education: a web mining and machine learning approach. International Journal of Management in Education22(1): 100932. DOI: 10.1016/j.ijme.2024.100932.
SajjaRSermetYCikmazM, et al. (2023) Artificial intelligence-enabled intelligent assistant for personalized and adaptive learning in higher education. Information15(10): 596. DOI: 10.3390/info15100596.
104.
SalemIEFathyEAFouadAM, et al. (2025a) Navigating green innovation via absorptive capacity and the path to sustainable performance in hotels. Journal of Hospitality and Tourism Insights8: 2140–2161. DOI: 10.1108/JHTI-07-2024-0687.
105.
SalemIEFathyEAMagdyA, et al. (2025b) Unlocking organizational ambidexterity via the role of cross-functional coopetition in quick-service restaurants. Tourism and Hospitality Research. DOI: 10.1177/14673584241313353.
106.
SchönbergerM (2024) Integrating artificial intelligence in higher education: enhancing interactive learning experiences and student engagement through ChatGPT. In Iis Tussyadiah and Alessandro Inversini (eds.). The Evolution of Artificial Intelligence in Higher Education. Hawaii, USA: Emerald Publishing Limited, 11–34. DOI: 10.1108/978-1-83549-486-820241002.
107.
SelemKMSaghierEGKhreisSHA, et al. (2025) ChatGPT-related risk patterns and students’ creative thinking toward tourism statistics course: pretest and posttest quasi-experimentation. Journal of Hospitality & Tourism Education1–16. DOI: 10.1080/10963758.2025.2456638.
108.
ShantoSSAhmedZJonyAI (2023) PAIGE: a generative AI-based framework for promoting assignment integrity in higher education. STEM Education3(4): 288–305.
109.
ShawkyIEl EnenMAFouadA (2019) Examining customers’ intention and attitude towards reading restaurants’ menu labels by using the theory of planned behaviour. International Tourism and Hospitality Journal2(4): 1–14.
110.
ShehawyYM (2022) Current workplace issues and behaviours in tourism and hospitality: moderating role of empowering leadership. Current Issues in Tourism25(10): 1627–1648. DOI: 10.1080/13683500.2021.1928612.
111.
SkavronskayaLMoyleBScottN, et al. (2020) Collecting memorable tourism experiences: how do ‘wechat. Journal of China Tourism Research16(3): 424–446. DOI: 10.1080/19388160.2019.1656131.
112.
SkavronskayaLHadinejadACotterellD (2023) Reversing the threat of artificial intelligence to opportunity: a discussion of ChatGPT in tourism education. Journal of Teaching in Travel & Tourism23(2): 253–258. DOI: 10.1080/15313220.2023.2196658.
113.
SokmenAAriciHEÇalışkanG (2024) Determinants of the usage of ChatGPT in the tourism and hospitality industry: a model proposal from the technology acceptance perspective. Journal of Tourism and Gastronomy Studies. DOI: 10.21325/jotags.2024.1398.
114.
ȚalăMLMüllerCNNăstaseIA, et al. (2024) Exploring university students’ perceptions of generative artificial intelligence in education. Amfiteatru Economic Journal26(65): 71–88.
115.
ÜlküA (2023) Artificial intelligence-based large language models and integrity of exams and assignments in higher education: the case of tourism courses. Tourism & Management Studies21–34. DOI: 10.18089/tms.2023.190402.
116.
VillanthenkodathMAAnsariMAShahbazM, et al. (2022) Do tourism development and structural change promote environmental quality? Evidence from India. Environment, Development and Sustainability24(4): 5163–5194. DOI: 10.1007/s10668-021-01654-z.
117.
WangHWuWDouZ, et al. (2023a) Performance and exploration of ChatGPT in medical examination, records and education in Chinese: pave the way for medical AI. International Journal of Medical Informatics177: 105173. DOI: 10.1016/j.ijmedinf.2023.105173.
118.
WangNRebolledo-MendezGMatsudaN, et al. (2023b) Artificial Intelligence in Education: 24th International Conference, AIED 2023, Tokyo, Japan, July 3–7, 2023, Proceedings. Springer Nature, 6-6-2023, University of Pennsylvania, Philadelphia, PA, USA. Vol. 13916.
119.
WeedenCBolukK (2014) Managing Ethical Consumption in Tourism. London: Routledge.
120.
WiltshierPClarkeA (2017) Virtual cultural tourism: six pillars of VCT using co-creation, value exchange and exchange value. Tourism and Hospitality Research17(4): 372–383. DOI: 10.1177/1467358415627301.
121.
XuJBTavitiyamanPKimHJ, et al. (2022) Hospitality and tourism higher education in the post-COVID era: is it time to change?Journal of Hospitality & Tourism Education34(4): 278–290. DOI: 10.1080/10963758.2022.2056044.
122.
YenduriGRamalingamMSelviGC, et al. (2024) GPT (generative pre-trained transformer)— a comprehensive review on enabling technologies, potential applications, emerging challenges, and future directions. IEEE Access12: 54608–54649. DOI: 10.1109/ACCESS.2024.3389497.
123.
Zawacki-RichterOMarínVIBondM, et al. (2019) Systematic review of research on artificial intelligence applications in higher education – where are the educators?International Journal of Educational Technology in Higher Education16(1): 39. DOI: 10.1186/s41239-019-0171-0.
124.
ZhangKLiXYeH, et al. (2024) How can ChatGPT assist hospitality and tourism education?Journal of Teaching in Travel & Tourism24(4): 438–448. DOI: 10.1080/15313220.2024.2384743.
125.
ZhaoYZhaoMShiF (2023) Integrating moral education and educational information technology: a strategic approach to enhance rural teacher training in universities. Journal of the Knowledge Economy15(3): 15053–15093. DOI: 10.1007/s13132-023-01693-z.
126.
ZhuCZGHallCMFongLHN, et al. (2024) Examining the effects of ChatGPT on tourism and hospitality student responses through integrating technology acceptance model. International Journal of Tourism Research26(4): e2727. DOI: 10.1002/jtr.2727.
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