Acceptance of Culture Mobile Tourism Among Tourist: A Model Development Study

Authors

  • Syaifullah Syaifullah Sultan Idris Education University https://orcid.org/0000-0002-3850-2511
  • Shamsul Arrieya Ariffin Sultan Idris Education University
  • Norhisham Mohamad Nordin Sultan Idris Education University

DOI:

https://doi.org/10.37385/jaets.v7i1.7588

Keywords:

Hofstede’s Culture Dimensions, Mobile Tourism, Technology Acceptance Model (TAM), Tourism, MTCA Framework

Abstract

This study is a preliminary study on the development of a new model by combining and integrating existing models, namely the Technology Acceptance Model (TAM) and Hofstede's Culture Dimension. The development of this model was carried out using IPO logic (input-process-output) and a causal model by combining, adopting, and adapting previous models. The influence of the formed path consists of 17 links and produces 10 variables. The existing variables will be formed into 40 indicators. This study examines the impact of cultural values on tourists' perceptions of usefulness, ease of use, trust, and conditions that support mobile tourism technology. This study also investigates the mediating role of cultural dimensions on behavioral intentions to use mobile tourism. This study intends to provide important information in developing and implementing more effective and sensitive mobile tourism by incorporating cultural dimensions into the TAM framework. These findings will provide extensive information to stakeholders about tourism improvement and the importance of cultural adaptation in adopting mobile tourism.

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References

Aggarwal, S., & Singh, A. K. (2022). Mediating Role of Psychological Capital between Dimensions of Organisational Culture and Employees’ Performance: A Study of Select Organisations. Ramanujan International Journal of Business and Research, 7(1), 82–92. https://doi.org/10.51245/rijbr.v7i1.2022.589

Ahmad, W., Kim, W. G., Choi, H.-M., & Haq, J. U. (2021). Modeling behavioral intention to use travel reservation apps: A cross-cultural examination between US and China. Journal of Retailing and Consumer Services, 63, 102689. https://doi.org/10.1016/j.jretconser.2021.102689

Albayrak, T., Rosario González-Rodríguez, M., Caber, M., & Karasakal, S. (2023). The Use of Mobile Applications for Travel Booking: Impacts of Application Quality and Brand Trust. Journal of Vacation Marketing, 29(1), 3–21. https://doi.org/10.1177/13567667211066544

AlHadid, I., Abu-Taieh, E., Alkhawaldeh, R. S., Khwaldeh, S., Masa’deh, R., Kaabneh, K., & Alrowwad, A. (2022). Predictors for E-Government Adoption of SANAD App Services Integrating UTAUT, TPB, TAM, Trust, and Perceived Risk. International Journal of Environmental Research and Public Health, 19(14), 8281. https://doi.org/10.3390/ijerph19148281

Ali, M., & Brooks, L. (2008). CULTURE AND IS: NATIONAL CULTURAL DIMENSIONS WITHIN IS DISCIPLINE.

ALmahasneh, Y. A. S., Rahman, M. S. B., Omar, K. B., & Zulkiffli, S. N. ‘Atikah. (2022). THE MEDIATING ROLE OF ORGANIZATIONAL CULTURE IN THE RELATIONSHIP BETWEEN INTELLECTUAL STIMULATION, INDIVIDUALIZED CONSIDERATION, AND ORGANIZATIONAL PERFORMANCES. Journal of Southwest Jiaotong University, 57(1), 43–59. https://doi.org/10.35741/issn.0258-2724.57.1.5

Almeida, F., Almeida, J., & Mota, M. (2019). Perceptions and Trends of Booking Online Payments in Tourism: Almeida, F., Almeida, J., Mota, M. (2019). Perceptions and Trends of Booking Online Payments in Tourism, Journal of Tourism and Services 10(18): 1-15. https://doi.org/10.29036/jots.v10i18.39. Journal of Tourism and Services, 10(18), 1–15. https://doi.org/10.29036/jots.v10i18.39

Alqatan, S., & Alshirah, M. H. (2019). A Prototyping Method For Tourism Mobile Commerce Applications Development And Evaluation. 8(10).

Ariffin, S. A. (2017). A Comparative Analysis for the Enhancement of Design of Local Cultural Mobile Applications. Journal Of ICT In Education, 4, 88–99. https://doi.org/10.37134/jictie.vol4.9.2017

Assaker, G. (2020). Age and gender differences in online travel reviews and user-generated-content (UGC) adoption: Extending the technology acceptance model (TAM) with credibility theory. Journal of Hospitality Marketing & Management, 29(4), 428–449. https://doi.org/10.1080/19368623.2019.1653807

Baptista, G., & Oliveira, T. (2015). Understanding mobile banking: The unified theory of acceptance and use of technology combined with cultural moderators. Computers in Human Behavior, 50, 418–430. https://doi.org/10.1016/j.chb.2015.04.024

Blodgett, J. G., Bakir, A., & Rose, G. M. (2008). A test of the validity of Hofstede’s cultural framework. Journal of Consumer Marketing, 25(6), 339–349. https://doi.org/10.1108/07363760810902477

B.U., D., B.O., O., N.N., S., & S.O., U. (2021). Integrating Trust into Technology Acceptance Model (TAM), the Conceptual Framework for E-Payment Platform Acceptance. British Journal of Management and Marketing Studies, 4(4), 34–56. https://doi.org/10.52589/BJMMS-TB3XTKPI

Bu, N. (Tom), Kong, H., & Ye, S. (2021). County Tourism Development in China: A Case Study. Journal of China Tourism Research, 17(2), 249–272. https://doi.org/10.1080/19388160.2020.1761501

Chang, S. E., & Shen, W.-C. (2018). Exploring smartphone social networking services for mobile tourism.

Chong, A. Y.-L., Darmawan, N., Ooi, K.-B., & Lee, V.-H. (2010). DETERMINANTS OF 3G ADOPTION IN MALAYSIA: A STRUCTURAL ANALYSIS. Journal of Computer Information Systems.

Chopdar, P. Kr., & Sivakumar, V. J. (2019). Understanding continuance usage of mobile shopping applications in India: The role of espoused cultural values and perceived risk. Behaviour & Information Technology, 38(1), 42–64. https://doi.org/10.1080/0144929X.2018.1513563

Coves-Martínez, Á. L. (2022). Cultural intelligence as an antecedent of satisfaction with the travel app and with the tourism experience. Computers in Human Behavior.

Dahlberg, T., Mallat, N., & Öörni, A. (2015). TRUST ENHANCED TECHNOLOGY ACCEPTANCE MODEL - CONSUMER ACCEPTANCE OF MOBILE PAYMENT SOLUTIONS.

Davis, F. D. (1989). Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. MIS Quarterly, 13(3), 319. https://doi.org/10.2307/249008

Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User Acceptance of Computer Technology: A Comparison of Two Theoretical Models. Management Science, 35(8), 982–1003. https://doi.org/10.1287/mnsc.35.8.982

Delone, W. H., & McLean, E. R. (2003). The DeLone and McLean Model of Information Systems Success: A Ten-Year Update. Journal of Management Information Systems, 19(4), 9–30. https://doi.org/10.1080/07421222.2003.11045748

Dickinson, J. E., Filimonau, V., Cherrett, T., Davies, N., Hibbert, J. F., Norgate, S., & Speed, C. (2018). Lift-share using mobile apps in tourism: The role of trust, sense of community and existing lift-share practices. Transportation Research Part D: Transport and Environment, 61, 397–405. https://doi.org/10.1016/j.trd.2017.11.004

Divine Agodzo. (2015). Six Approaches to Understanding National Cultures: Hofstede’s Cultural Dimensions. https://doi.org/10.13140/RG.2.1.5041.8009

Donaldson, R. L. (2011). STUDENT ACCEPTANCE OF MOBILE LEARNING.

El Archi, Y., & Benbba, B. (2023). The Applications of Technology Acceptance Models in Tourism and Hospitality Research: A Systematic Literature Review. Journal of Environmental Management and Tourism, 14(2), 379. https://doi.org/10.14505/jemt.v14.2(66).08

Eringa, K., Caudron, L. N., Rieck, K., Xie, F., & Gerhardt, T. (2015). How relevant are Hofstede’s dimensions for inter-cultural studies? A replication of Hofstede’s research among current international business students. Research in Hospitality Management, 5(2), 187–198. https://doi.org/10.1080/22243534.2015.11828344

Gefen, D., Karahanna, E., & Straub, D. W. (2003a). Inexperience and experience with online stores: The importance of tam and trust. IEEE Transactions on Engineering Management, 50(3), 307–321. https://doi.org/10.1109/TEM.2003.817277

Gefen, Karahanna, & Straub. (2003b). Trust and TAM in Online Shopping: An Integrated Model. MIS Quarterly, 27(1), 51. https://doi.org/10.2307/30036519

Google, & Temasek. (2003). E-Conomy Sea 2023.

Han, D., Hou, H. (Cynthia), Wu, H., & Lai, J. H. K. (2021). Modelling Tourists’ Acceptance of Hotel Experience-Enhancement Smart Technologies. Sustainability, 13(8), 4462. https://doi.org/10.3390/su13084462

Hanafiah, M. H., Md Zain, A., Asyraff, M. A., & Makhasi, G. Y. M. (2022). THE ROLES OF TECHNOLOGY ACCEPTANCE, USER CREDIBILITY AND COVID-19 PERCEIVED HEALTH RISK IN TOURIST’S SOCIAL MEDIA USER-GENERATED-CONTENT USAGE INTENTION. ENLIGHTENING TOURISM. A PATHMAKING JOURNAL, 12(1), 337–365. https://doi.org/10.33776/et.v12i1.5427

Hansen, N., Postmes, T., Van Der Vinne, N., & Van Thiel, W. (2012). Information and Communication Technology and Cultural Change: How ICT Changes Self-Construal and Values. Social Psychology, 43(4), 222–231. https://doi.org/10.1027/1864-9335/a000123

Hew, J.-J., Lee, V.-H., Ooi, K.-B., & Wei, J. (2015). What catalyses mobile apps usage intention: An empirical analysis. Industrial Management & Data Systems, 115(7), 1269–1291. https://doi.org/10.1108/IMDS-01-2015-0028

Heydari, A., Laroche, M., Paulin, M., & Richard, M.-O. (2021). Hofstede’s individual-level indulgence dimension: Scale development and validation. Journal of Retailing and Consumer Services, 62, 102640. https://doi.org/10.1016/j.jretconser.2021.102640

Hofstede, G. (1983). The Cultural Relativity of Organizational Practices and Theories. Journal of International Business Studies, 14(2), 75–89. https://doi.org/10.1057/palgrave.jibs.8490867

Hofstede, G. H. (2001a). Culture’s consequences: Comparing values, behaviors, institutions, and organizations across nations (2nd ed). Sage Publications.

Hofstede, G. H. (2001b). Culture’s consequences: Comparing values, behaviors, institutions, and organizations across nations (2nd ed). Sage Publications.

Hofstede, G., Neuijen, B., Ohayv, D. D., & Sanders, G. (1990). Measuring Organizational Cultures: A Qualitative and Quantitative Study Across Twenty Cases. Administrative Science Quarterly, 35(2), 286. https://doi.org/10.2307/2393392

Huang, L. K. (2017). A Cultural Model of Online Banking Adoption: Long-Term Orientation Perspective. Journal of Organizational and End User Computing, 29(1), 1–22. https://doi.org/10.4018/JOEUC.2017010101

Huang, S. (Sam), & 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

Hung, C.-L., & Chou, J. C.-L. (2014). EXAMINING THE CULTURAL MODERATION ON THE ACCEPTANCE OF MOBILE COMMERCE. International Journal of Innovation and Technology Management, 11(02), 1450010. https://doi.org/10.1142/S0219877014500102

Im, H., & Chen, C. (2020). Cultural dimensions as correlates of favoritism and the mediating role of trust. Cross Cultural & Strategic Management, 27(3), 417–445. https://doi.org/10.1108/CCSM-09-2019-0165

Iriqat, R. A. M. (2016). Organizational Commitment Role in Mediating the Impact of the Organizational Culture Dimensions on Job Satisfaction for MFIs’ Employees in Palestine. 7(5).

Jan, J., Alshare, K. A., & Lane, P. L. (2024). Hofstede’s cultural dimensions in technology acceptance models: A meta-analysis. Universal Access in the Information Society, 23(2), 717–741. https://doi.org/10.1007/s10209-022-00930-7

Jirui, D. (2023). THE EFFECT OF TECHNOLOGY ADOPTION MODEL ON CULTURALLY MEDIATED BEHAVIORAL INTENTION AND RISK PERCEPTION ON THE PURCHASE OF ELECTRONIC AND HOME LIVING PRODUCTS. . . Vol., 3.

Jolly, C., & Shivani, F. (2024). Cross-cultural Perspectives on Digital Media and Well-being: A Narrative Review. Eastern Journal of Psychiatry, 24(1), 6–8. https://doi.org/10.5005/jp-journals-11001-0069

Jugdev, K., & Muller, R. (2005). A Retrospective look at our Evolving Understanding of Project Success. Project Management Journal, 36(4), 19–31. https://doi.org/10.1177/875697280503600403

Kathuria, S., Saha, R., Kumar, J. R., & Bansal, H. (2022). Preparing for takeoff: Set up social media for travel planning.

Law, R., Chan, I. C. C., & Wang, L. (2018). A comprehensive review of mobile technology use in hospitality and tourism. Journal of Hospitality Marketing & Management, 27(6), 626–648. https://doi.org/10.1080/19368623.2018.1423251

Lee, S.-G., Trimi, S., & Kim, C. (2013). The impact of cultural differences on technology adoption. Journal of World Business, 48(1), 20–29. https://doi.org/10.1016/j.jwb.2012.06.003

Legramante, D., Azevedo, A., & Azevedo, J. M. (2023). Integration of the technology acceptance model and the information systems success model in the analysis of Moodle’s satisfaction and continuity of use. The International Journal of Information and Learning Technology, 40(5), 467–484. https://doi.org/10.1108/IJILT-12-2022-0231

Le-Hoang, P. V. (2021). Intention to use m-banking application: An empirical study in Ho Chi Minh City. Independent Journal of Management & Production, 12(2), 637–653. https://doi.org/10.14807/ijmp.v12i2.1256

Liang, S., Schuckert, M., Law, R., & Masiero, L. (2017). The relevance of mobile tourism and information technology: An analysis of recent trends and future research directions. Journal of Travel & Tourism Marketing, 34(6), 732–748. https://doi.org/10.1080/10548408.2016.1218403

Man, S. S., Guo, Y., Chan, A. H. S., & Zhuang, H. (2022). Acceptance of Online Mapping Technology among Older Adults: Technology Acceptance Model with Facilitating Condition, Compatibility, and Self-Satisfaction.

Matharu, G. K., Von Der Heidt, T., Sorwar, G., & Sivapalan, A. (2024). The moderating role of Hofstede’s cultural dimensions on consumer purchasing of organic food. Journal of International Consumer Marketing, 36(1), 21–40. https://doi.org/10.1080/08961530.2023.2176396

McCoy, S., Everard, A., & Jones, B. M. (2005). An Examination of the Technology Acceptance Model in Uruguay and the US: A Focus on Culture. Journal of Global Information Technology Management, 8(2), 27–45. https://doi.org/10.1080/1097198X.2005.10856395

Meijer, K., Abhishta, A., & Joosten, R. (2023). Role of Culture in Customer Acceptance of Neobanks. In J. Van Hillegersberg, J. Osterrieder, F. Rabhi, A. Abhishta, V. Marisetty, & X. Huang (Eds.), Enterprise Applications, Markets and Services in the Finance Industry (Vol. 467, pp. 97–116). Springer International Publishing. https://doi.org/10.1007/978-3-031-31671-5_7

Mert, M., & Tengilimoglu, D. (2023). The mediating role of FoMO and the moderating role of narcissism in the impact of social exclusion on compulsive buying: A cross-cultural study. Psicologia: Reflexão e Crítica, 36(1), 33. https://doi.org/10.1186/s41155-023-00274-y

Mohd Suki, N., & Mohd Suki, N. (2020). Acquiring travel-related information from mobile social networking services: What factors predict social networking services users’ perceived value and trust in Malaysia? Journal of Marketing Communications, 26(7), 742–760. https://doi.org/10.1080/13527266.2019.1569088

Nisa, U. K., & Solekah, N. A. (2022). The Influence of TAM, Social influence, Security Relationship toward Intention to Use E Wallet through Attitude and Trust. IQTISHODUNA, 18(1), 35–50. https://doi.org/10.18860/iq.v18i1.12916

Palos-Sanchez, P., Saura, J. R., & Correia, M. B. (2021). Do tourism applications’ quality and user experience influence its acceptance by tourists? Review of Managerial Science, 15(5), 1205–1241. https://doi.org/10.1007/s11846-020-00396-y

Paz, M. G. T., Fernandes, S. R. P., Carneiro, L. L., & Melo, E. a. A. (2019). Personal Organizational Well-Being and Quality of Organizational Life: The Mediating Role of Organizational Culture. RAM. Revista de Administração Mackenzie, 21(1). https://www.redalyc.org/journal/1954/195462948005/html/

Redmond, M. V. (2000). Cultural distance as a mediating factor between stress and intercultural communication competence. International Journal of Intercultural Relations.

Richards, G. (2018). Tourism, an Underestimated Driving Force for the Creative Economy. Revista Turismo Em Análise, 29(3), 387–395. https://doi.org/10.11606/issn.1984-4867.v29i3p387-395

Rinuastuti, H., Hadiwidjojo, D., Rohman, F., & Khusniyah, N. (2014). Measuring Hofstede’s Five Cultural Dimensions at Individual Level and Its Application to Researchers in Tourists’ Behaviors. International Business Research, 7(12), p143. https://doi.org/10.5539/ibr.v7n12p143

Rogers, E. M. (2002). Diffusion of preventive innovations. Addictive Behaviors, 27(6), 989–993. https://doi.org/10.1016/S0306-4603(02)00300-3

Sani, A., Abdul Rahman, T., Subiyakto, A., & Wiliani, N. (2019). Combining Statistical and Interpretative Analyses for Testing Readiness and IT Adoption Questionnaire. Proceedings of the Proceedings of the 1st Seminar and Workshop on Research Design, for Education, Social Science, Arts, and Humanities, SEWORD FRESSH 2019, April 27 2019, Surakarta, Central Java, Indonesia. Proceedings of the 1st Seminar and Workshop on Research Design, for Education, Social Science, Arts, and Humanities, SEWORD FRESSH 2019, April 27 2019, Surakarta, Central Java, Indonesia, Surakarta, Indonesia. https://doi.org/10.4108/eai.27-4-2019.2286808

Sani, A., Wiliani, N., Budiyantara, A., & Nawaningtyas, N. (2020). PENGEMBANGAN MODEL ADOPSI TEKNOLOGI INFORMASI TERHADAP MODEL PENERIMAAN TEKNOLOGI DIANTARA UMKM. JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer), 5(2), 151–158. https://doi.org/10.33480/jitk.v5i2.1055

Scherer, R., Siddiq, F., & Tondeur, J. (2019). The technology acceptance model (TAM): A meta-analytic structural equation modeling approach to explaining teachers’ adoption of digital technology in education. Computers & Education, 128, 13–35. https://doi.org/10.1016/j.compedu.2018.09.009

Shaiq, H. M. A., Khalid, H. M. S., Akram, A., & Ali, B. (2011). Why not everybody loves Hofstede? What are the alternative approaches to study of culture? European Journal of Business and Management, 3.

Siswadi, Y., Jufrizen, J., Saripuddin, J., Farisi, S., & Sari, M. (2023). ORGANIZATIONAL CULTURE AND ORGANIZATIONAL CITIZENSHIP BEHAVIOR: THE MEDIATING ROLE OF LEARNING ORGANIZATIONS AND ORGANIZATIONAL COMMITMENT. Jurnal Riset Bisnis Dan Manajemen, 16(1), 73–82. https://doi.org/10.23969/jrbm.v16i1.7184

Souhail, A., & Darir, H. (2023). Cultural Mediation in Tourism: Online Promotional Travel Guides as a Case Study. International Journal of Language and Literary Studies, 5(2), 89–100. https://doi.org/10.36892/ijlls.v5i2.1250

Subiyakto, A., & Ahlan, Abd. R. (2014). Implementation of Input-Process-Output Model for Measuring Information System Project Success. TELKOMNIKA Indonesian Journal of Electrical Engineering, 12(7), 5603–5612. https://doi.org/10.11591/telkomnika.v12i7.5699

Suh, B., & Han, I. (2002). Effect of trust on customer acceptance of Internet banking. Electronic Commerce Research and Applications, 1(3–4), 247–263. https://doi.org/10.1016/S1567-4223(02)00017-0

Sunny, S., Patrick, L., & Rob, L. (2019). Impact of cultural values on technology acceptance and technology readiness. International Journal of Hospitality Management, 77, 89–96. https://doi.org/10.1016/j.ijhm.2018.06.017

Syaifullah, S., Ariffin, S. A., & Nordin, N. M. (2024). Mobile Tourism Research and Practices: A Comprehensive Bibliometric Exploration and Future Study Direction. Journal of Applied Engineering and Technological Science (JAETS), 6(1), 21–47. https://doi.org/10.37385/jaets.v6i1.4970

Tan, W.-K. (2017). The relationship between smartphone usage, tourist experience and trip satisfaction in the context of a nature-based destination. Telematics and Informatics, 34(2), 614–627. https://doi.org/10.1016/j.tele.2016.10.004

Trang, N. T. N. (2024). On Culture and Cultural Values. International Journal of Social Science and Human Research, 7(06). https://doi.org/10.47191/ijsshr/v7-i06-104

TravelPerk. (2024). 70+ Online Travel Booking Statistics and Trends [2025]. https://www.travelperk.com/blog/online-travel-booking-statistics/?utm_source=chatgpt.com

Tushar Chaudhari, Linge, A. A., Baldeo B. Kakde, & Singh, M. (2023). Empirical Evaluation of Technology Acceptance Model for Predicting Actual Usage of Mobile Payment Apps. https://doi.org/10.5281/ZENODO.7951826

Ukpabi, D. C., & Karjaluoto, H. (2017). Consumers’ acceptance of information and communications technology in tourism: A review. Telematics and Informatics, 34(5), 618–644. https://doi.org/10.1016/j.tele.2016.12.002

Venkatesh, Morris, Davis, & Davis. (2003). User Acceptance of Information Technology: Toward a Unified View. MIS Quarterly, 27(3), 425. https://doi.org/10.2307/30036540

Venkatesh, V., & Davis, F. D. (2000). A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies. Management Science, 46(2), 186–204. https://doi.org/10.1287/mnsc.46.2.186.11926

Venkatesh, V., Thong, J., & Xu, X. (2012). Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology. MIS Quarterly, 36, 157–178. https://doi.org/10.2307/41410412

Wen, X., Sotiriadis, M., & Shen, S. (2023). Determining the Key Drivers for the Acceptance and Usage of AR and VR in Cultural Heritage Monuments. Sustainability, 15(5), 4146. https://doi.org/10.3390/su15054146

Yoo, B., Donthu, N., & Lenartowicz, T. (2011). Measuring Hofstede’s Five Dimensions of Cultural Values at the Individual Level: Development and Validation of CVSCALE.

Yoon, C. (2009). The effects of national culture values on consumer acceptance of e-commerce: Online shoppers in China. Information & Management, 46(5), 294–301. https://doi.org/10.1016/j.im.2009.06.001

Zahid Kamal & Sahar Qabool. (2024). Impact Of Hofstede Cultural Dimensions on Online Impulse Buying Behavior Through Moderating Role Of E-WOM. International Journal of Social Science & Entrepreneurship, 4(2), 91–110. https://doi.org/10.58661/ijsse.v4i2.272

Zhao, Y., & Pan, Y.-H. (2023). A Study of the Impact of Cultural Characteristics on Consumers’ Behavioral Intention for Mobile Payments: A Comparison between China and Korea. Sustainability, 15(8), 6956. https://doi.org/10.3390/su15086956

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Published

2025-12-29

How to Cite

Syaifullah, S., Ariffin, S. A., & Nordin, N. M. (2025). Acceptance of Culture Mobile Tourism Among Tourist: A Model Development Study. Journal of Applied Engineering and Technological Science (JAETS), 7(1), 356–375. https://doi.org/10.37385/jaets.v7i1.7588