Building Jakarta’s Global-City Advantage via Super-App Mobility
Pathways from Accessibility and Value to Tourist Loyalty
Keywords:
super-app integration, perceived accessibility, destination image, tourist engagement, revisit intention, PLS-SEMAbstract
This study examines the impact of the quality of integration of a mobility super-app on tourists' judgments and loyalty in a megacity context. Grounded in a Stimulus–Organism–Response perspective, we investigate a sequential process linking super-app integration to perceived accessibility, destination image, perceived value, tourist engagement, and loyalty, while also examining the roles of safety and security, as well as technology readiness. Survey data from 419 recent visitors to Jakarta who used a mobility super-app were analysed via a two-stage PLS-SEM procedure with bootstrapping and blindfolding. Integration quality increased perceived accessibility (β = 0.559, p < 0.001) and perceived value (β = 0.300, p < 0.001). Perceived accessibility strongly improved the destination image (β = 0.797, p < 0.001), but did not directly increase perceived value; instead, the destination image predicted perceived value (β = 0.564, p < 0.001). Perceived value drove tourist engagement (β=0.610, p<0.001) and, together with engagement, underpinned loyalty (value→loyalty: β=0.204, p=0.046; engagement→loyalty: β=0.539, p<0.001). Safety and security strengthened engagement (β = 0.254, p < 0.001), but showed no direct effect on value. Technology readiness did not significantly moderate the effects of integration on accessibility or value. Explained variance was substantive (R²: perceived value=0.737; engagement=0.789; loyalty=0.604) with positive predictive relevance. The findings reposition destination image as the cognitive bridge, converting mobility affordances into value judgments, while safety primarily energizes engagement. Practically, investments in tighter integration, trustworthy real-time information, legible routing, and seamless payments can translate travel ease into value, engagement, and durable loyalty among urban visitors.
References
Al‐Ansi, A., Kim, S., Xu, Y., Che, C., Chua, B., & Han, H. (2024). Wellness Tourism Attributes and Tourist Outcomes: An Analysis of Configurational Effects. Journal of Travel Research, 64(5), 1244–1261. https://doi.org/10.1177/00472875241237262
Aleshinloye, K. D., Woosnam, K. M., Tasci, A. D., & Ramkissoon, H. (2021). Antecedents and Outcomes of Resident Empowerment Through Tourism. Journal of Travel Research, 61(3), 656–673. https://doi.org/10.1177/0047287521990437
Alipour, H., Olya, H., Maleki, P., & Dalir, S. (2020). Behavioral Responses of 3S Tourism Visitors: Evidence From a Mediterranean Island Destination. Tourism Management Perspectives, 33, 100624. https://doi.org/10.1016/j.tmp.2019.100624
Barlette, Y., Jaouen, A., & Baillette, P. (2021). Bring Your Own Device (BYOD) as Reversed IT Adoption: Insights Into Managers’ Coping Strategies. International Journal of Information Management, 56, 102212. https://doi.org/10.1016/j.ijinfomgt.2020.102212
Blandin, L., Vecchio, G., Hurtubia, R., & Tiznado-Aitken, I. (2024). Car Dependency in the Urban Margins: The Influence of Perceived Accessibility on Mode Choice. Transportation Research Part A Policy and Practice, 184, 104098. https://doi.org/10.1016/j.tra.2024.104098
Cranmer, E. E., Dieck, M. C., & Fountoulaki, P. (2020). Exploring the Value of Augmented Reality for Tourism. Tourism Management Perspectives, 35, 100672. https://doi.org/10.1016/j.tmp.2020.100672
Eletxigerra, A., Barrutia, J. M., & Echebarria, C. (2021). Tourist Expertise and Pre-Travel Value Cocreation: Task-Related Processes and Beyond. Tourism Management Perspectives, 37, 100772. https://doi.org/10.1016/j.tmp.2020.100772
Esmailpour, J., Aghabayk, K., Aghajanzadeh, M., & Gruyter, C. D. (2022). Has COVID-19 Changed Our Loyalty Towards Public Transport? Understanding the Moderating Role of the Pandemic in the Relationship Between Service Quality, Customer Satisfaction, and Loyalty. Transportation Research Part A Policy and Practice, 162, 80–103. https://doi.org/10.1016/j.tra.2022.05.023
Font, X., English, R., Gkritzali, A., & Tian, W. (2021). Value Cocreation in Sustainable Tourism: A Service-Dominant Logic Approach. Tourism Management, 82, 104200. https://doi.org/10.1016/j.tourman.2020.104200
Guidon, S., Wicki, M., Bernauer, T., & Axhausen, K. W. (2020). Transportation Service Bundling – For Whose Benefit? Consumer Valuation of Pure Bundling in the Passenger Transportation Market. Transportation Research Part A Policy and Practice, 131, 91–106. https://doi.org/10.1016/j.tra.2019.09.023
Hair, J. F., Sarstedt, M., Ringle, C. M., Sharma, P. N., & Liengaard, B. D. (2024). Going beyond the untold facts in PLS–SEM and moving forward. European Journal of Marketing, 58(13), 81–106. https://doi.org/10.1108/EJM-08-2023-0645
He, Y., Li, X., & Zhong, K. (2023). Small Changes Make a Big Difference: The Impact of Visual Symbol Color Lightness on Destination Image. Journal of Travel Research, 63(4), 1013–1028. https://doi.org/10.1177/00472875231170218
Hrankai, R., & Mak, B. (2025). Bridging the Affordance-Actualization Gap in User Preferences for AI-Assisted Trip Planning. Journal of Travel Research. https://doi.org/10.1177/00472875251322518
Hult, J. F. H. J. G. T. M., Sarstedt, C. M. R. M., & Ray, N. P. D. S. (2021). Review of Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook. In Springer. https://doi.org/10.1080/10705511.2022.2108813
Jang, S., Chong, K., & Yoo, C. (2021). The Effect of Mobile Application-Driven Customer Participation on Bakery Purchase Behavior: Evidence From a Field Experiment. International Journal of Hospitality Management, 94, 102865. https://doi.org/10.1016/j.ijhm.2021.102865
Jang, S., Farajallah, M., & So, K. K. F. (2020). The Effect of Quality Cues on Travelers’ Demand for Peer-to-Peer Ridesharing: A Neglected Area of the Sharing Economy. Journal of Travel Research, 60(2), 446–461. https://doi.org/10.1177/0047287519897998
Jiang, H., Meng, F., & Liu, B. (2024). Unlocking Nontransactional Value Cocreation: Insights From Online Travel Communities. Journal of Travel Research, 64(5), 1206–1225. https://doi.org/10.1177/00472875241237256
Kim, Y. R., Liu, A., Stienmetz, J. L., & Chen, Y. (2022). Visitor Flow Spillover Effects on Attraction Demand: A Spatial Econometric Model With Multisource Data. Tourism Management, 88, 104432. https://doi.org/10.1016/j.tourman.2021.104432
Lee, C.C., & Chen, M.-P. (2020). Do Country Risks Matter for Tourism Development? International Evidence. Journal of Travel Research, 60(7), 1445–1468. https://doi.org/10.1177/0047287520954539
Lin, H., Meng, Z., & Gürsoy, D. (2021). Effects of Tourist-to-Tourist Interactions on Experience Cocreation: A Self-Determination Theory Perspective. Journal of Travel Research, 61(5), 1105–1120. https://doi.org/10.1177/00472875211019476
Ling, E. C., Tussyadiah, I., Liu, A., & Stienmetz, J. L. (2023). Perceived Intelligence of Artificially Intelligent Assistants for Travel: Scale Development and Validation. Journal of Travel Research, 64(2), 299–321. https://doi.org/10.1177/00472875231217899
Liu-Lastres, B., Mariska, D., Tan, X., & Ying, T. (2020). Can Post-Disaster Tourism Development Improve Destination Livelihoods? A Case Study of Aceh, Indonesia. Journal of Destination Marketing & Management, 18, 100510. https://doi.org/10.1016/j.jdmm.2020.100510
Lu, Q., & Atadil, H. A. (2021). Do You Dare to Travel to China? An Examination of China’s Destination Image Amid the COVID-19. Tourism Management Perspectives, 40, 100881. https://doi.org/10.1016/j.tmp.2021.100881
Lumivalo, J., Tuunanen, T., & Salo, M. (2023). Value Co-Destruction: A Conceptual Review and Future Research Agenda. Journal of Service Research, 27(2), 159–176. https://doi.org/10.1177/10946705231177504
Oestreich, L., Rhoden, P. S., Vieira, J. d. S., & Ruiz-Padillo, A. (2023). Impacts of the COVID-19 Pandemic on the Profile and Preferences of Urban Mobility in Brazil: Challenges and Opportunities. Travel Behaviour and Society, 31, 312–322. https://doi.org/10.1016/j.tbs.2023.01.002
Polydoropoulou, A., Pagoni, I., Tsirimpa, A., Roumboutsos, A., Kamargianni, M., & Tsouros, I. (2020). Prototype Business Models for Mobility-as-a-Service. Transportation Research Part A Policy and Practice, 131, 149–162. https://doi.org/10.1016/j.tra.2019.09.035
Ponsignon, F., & Derbaix, M. (2020). The Impact of Interactive Technologies on the Social Experience: An Empirical Study in a Cultural Tourism Context. Tourism Management Perspectives, 35, 100723. https://doi.org/10.1016/j.tmp.2020.100723
Purohit, S., Arora, R., Nunkoo, R., Goolaup, S., & Das, M. (2022). Airbnb Experiences: Travelers’ Purchase Behavior and Word-of-Mouth. Journal of Travel Research, 62(7), 1569–1587. https://doi.org/10.1177/00472875221127679
Rather, R. A., Hollebeek, L. D., Loureiro, S. M. C., Khan, I., & Hasan, R. (2023). Exploring Tourists’ Virtual Reality-Based Brand Engagement: A Uses-and-Gratifications Perspective. Journal of Travel Research, 63(3), 606–624. https://doi.org/10.1177/00472875231166598
Ribeiro, M. A., Gürsoy, D., & Hengxuan, O. (2021). Customer Acceptance of Autonomous Vehicles in Travel and Tourism. Journal of Travel Research, 61(3), 620–636. https://doi.org/10.1177/0047287521993578
So, K. K. F., Kim, H., & Oh, H. (2020). What Makes Airbnb Experiences Enjoyable? The Effects of Environmental Stimuli on Perceived Enjoyment and Repurchase Intention. Journal of Travel Research, 60(5), 1018–1038. https://doi.org/10.1177/0047287520921241
Stylidis, D. (2020). Exploring Resident–Tourist Interaction and Its Impact on Tourists’ Destination Image. Journal of Travel Research, 61(1), 186–201. https://doi.org/10.1177/0047287520969861
Sun, P., Lin, Z., & Chun-fa, C. (2023). Unlocking Potential: Macro Insights Into the Evolution of a Multi-Destination Tourism Innovation Network. Journal of Travel Research, 64(1), 139–157. https://doi.org/10.1177/00472875231209981
Tan, K. P., & Li, X. (2023). When Tourists Are Angry or Fearful: (In)Effectiveness of Emotion Regulation in Changing Behavioral Intention. Journal of Travel Research, 63(4), 796–817. https://doi.org/10.1177/00472875231173126
Vojtko, V., Štumpf, P., Rašovská, I., McGrath, R., & Ryglová, K. (2020). Removing Uncontrollable Factors in Benchmarking Tourism Destination Satisfaction. Journal of Travel Research, 61(1), 136–149. https://doi.org/10.1177/0047287520971047
Wang, F., & López, C. (2020). Does Communicating Safety Matter? Annals of Tourism Research, 80, 102805. https://doi.org/10.1016/j.annals.2019.102805
Wei, W., Önder, İ., Assaf, A. G., & Uysal, M. (2025). Information Communication Technology as a Driver of Tourism Efficiency. Journal of Travel Research. https://doi.org/10.1177/00472875251361901
Xiang, K., Wu, M.-Y., Tong, Y., & He, C. (2024). Imprinting and Workplace Well-Being Among Generation Z Hotel Employees. Journal of Travel Research, 64(6), 1393–1413. https://doi.org/10.1177/00472875241249396
Yang, X., Zhang, L., & Feng, Z. (2023). Personalized Tourism Recommendations and the E-Tourism User Experience. Journal of Travel Research, 63(5), 1183–1200. https://doi.org/10.1177/00472875231187332
Ye, S., Wei, W., Wen, J., Ying, T., & Tan, X. (2020). Creating Memorable Experience in Rural Tourism: A Comparison Between Domestic and Outbound Tourists. Journal of Travel Research, 60(7), 1527–1542. https://doi.org/10.1177/0047287520951641
Zhang, D., Tu, J., Zhou, L., & Yu, Z. (2020). Higher Tourism Specialization, Better Hotel Industry Efficiency? International Journal of Hospitality Management, 87, 102509. https://doi.org/10.1016/j.ijhm.2020.102509
Zhu, W., Yan, R., & Song, Y. (2022). Analysing the Impact of Smart City Service Quality on Citizen Engagement in a Public Emergency. Cities, 120, 103439. https://doi.org/10.1016/j.cities.2021.103439


