Abstract

This study examines the mediating role of e-customer satisfaction in influencing e-customer loyalty within the context of online travel agencies (OTAs) in Indonesia. This research employs a quantitative design, using Structural Equation Modelling-Partial Least Squares (SEM-PLS) to tests the proposed hypotheses. The study employed a non-probability sampling technique to collect data from 235 individuals who actively use OTA websites or apps to purchase tourism products. The findings reveal that ease of use information quality, privacy, and security have a significant impact on e-customer satisfaction. Furthermore, e-customer satisfaction significantly influences e-trust and e-customer loyalty, while e-trust significantly impacts e-customer loyalty. This research contributes to the existing literature by elucidating the interplay between e-customer satisfaction and e-trust as critical factors for fostering e-customer loyalty. Additionally, the study offers actionable insights for OTA service providers to design and implement strategies aimed at strengthening customer loyalty.

Keywords

Ease of Use, E-Customer Loyalty, E-Customer Satisfaction, E-Trust, Information Quality, Privacy & Security,

Metrics

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References

  1. Agag, G.M., El-Masry, A. A. (2017). Why Do Consumers Trust Online Travel Websites? Drivers and Outcomes of Consumer Trust toward Online Travel Websites. Journal of Travel Research, 56(3), 347–369. https://doi.org/10.1177/0047287516643185
  2. Ahmad, K., Sharma, B.K. (2023). Online Satisfaction and Hotel Booking Intentions: An Information System Success Model Perspective. Journal of Quality Assurance in Hospitality & Tourism, 1–33. https://doi.org/10.1080/1528008X.2023.2283502
  3. Ahmed, R.R., Streimikiene, D., Channar, Z.A., Soomro, R.H., Streimikis, J. (2021). E-Banking Customer Satisfaction and Loyalty: Evidence from Serial Mediation through Modified E-S-QUAL Model and Second-Order PLS-SEM. Engineering Economics, 32(5), 407–421. https://doi.org/10.5755/j01.ee.32.5.28997
  4. Albattat, A.R. (2020). The Impact of Online Marketing in Travel Agency. The Emerald Handbook of ICT in Tourism and Hospitality, 2000, 85–96. https://doi.org/10.1108/978-1-83982-688-720201006
  5. Albayrak, T., Karasakal, S., Kocabulut, O., Dursun, A. (2020). Customer Loyalty Towards Travel Agency Websites: The Role of Trust and Hedonic Value. Journal of Quality Assurance in Hospitality and Tourism, 21(1), 50–77. https://doi.org/10.1080/1528008X.2019.1619497
  6. Alnaim, A.F., Sobaih, A.E.E., Elshaer, I. A. (2022). Measuring the Mediating Roles of E-Trust and E-Satisfaction in the Relationship between E-Service Quality and E-Loyalty: A Structural Modeling Approach. Mathematics, 10(13), 2328. https://doi.org/10.3390/math10132328
  7. Anderson, R.E., Srinivasan, S.S. (2003). E-Satisfaction and E-Loyalty: A Contingency Framework. Psychology and Marketing, 20(2), 123–138. https://doi.org/10.1002/mar.10063
  8. Ashiq, R., & Hussain, A. (2023). Exploring the effects of e-service quality and e-trust on consumers’ e-satisfaction and e-loyalty: insights from online shoppers in Pakistan. Journal of Electronic Business & Digital Economics, 3(2), 117-141. https://doi.org/10.1108/JEBDE-09-2023-0019
  9. Asnawi, A.A., Awang, Z., Afthanorhan, A., Mohamad, M., Karim, F. (2019). The influence of hospital image and service quality on patients’ satisfaction and loyalty. Management Science Letters, 9(6), 911–920. https://doi.org/10.5267/j.msl.2019.2.011
  10. Bilgihan, A., Bujisic, M. (2015). The effect of website features in online relationship marketing: A case of online hotel booking. Electronic Commerce Research and Applications, 14(4), 222–232. https://doi.org/10.1016/j.elerap.2014.09.001
  11. Bryman, A. (2016). Social research methods. Oxford University Press.
  12. Buhalis, D., & Law, R. (2008). This is the Pre-Published Version of the article published in the journal: This is the Pre-Published. Version of the article published in the journal: Tourism Management, 29(4), 609–623.
  13. Carranza, R., Díaz, E., & Martín-Consuegra, D. (2018). The influence of quality on satisfaction and customer loyalty with an importance-performance map analysis: Exploring the mediating role of trust. Journal of Hospitality and Tourism Technology, 9(3), 380–396. https://doi.org/10.1108/JHTT-09-2017-0104
  14. Casaló, L.V., Flavián, C., Guinalíu, M. (2007). The role of security, privacy, usability and reputation in the development of online banking. Online Information Review, 31(5), 583–603. https://doi.org/10.1108/14684520710832315
  15. Chaichi, K., John, L., Blackledge-Foughali, G. (2023). What Makes Consumers Loyal to a Particular Online Travel Website? Case of booking.com. International Journal of Multicultural and Multireligious Understanding, 10(10), 260. http://dx.doi.org/10.18415/ijmmu.v10i10.5205
  16. Cheah, J.H., Sarstedt, M., Ringle, C.M., Ramayah, T., Ting, H. (2018). Convergent validity assessment of formatively measured constructs in PLS-SEM: On using single-item versus multi-item measures in redundancy analyses. International Journal of Contemporary Hospitality Management, 30(11), 3192–3210. https://doi.org/10.1108/IJCHM-10-2017-0649
  17. Chen, C.F., Kao, Y.L. (2010). Relationships between process quality, outcome quality, satisfaction, and behavioural intentions for online travel agencies - evidence from Taiwan. Service Industries Journal, 30(12), 2081–2092. https://doi.org/10.1080/02642060903191108
  18. Chou, S., Chen, C.W., Lin, J.Y. (2015). Female online shoppers: examining the mediating roles of e-satisfaction and
  19. e-trust on e-loyalty. Internet Research, 25(4), 542–561. https://doi.org/10.1108/IntR-01-2014-0006
  20. Chung, N., Kwon, S.J. (2009). Effect of trust level on mobile banking satisfaction: A multi-group analysis of information system success instruments. Behaviour and Information Technology, 28(6), 549–562. https://doi.org/10.1080/01449290802506562
  21. Conyette, M. (2012). A framework explaining how consumers plan and book travel online. Journal of Management and Marketing Research, 5(3), 57–67.
  22. Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches. Sage publications.
  23. Cristobal, E., Flavián, C., Guinalíu, M. (2007). Perceived e-service quality (PeSQ): Measurement validation and effects on consumer satisfaction and web site loyalty. Managing Service Quality, 17(3), 317–340. https://doi.org/10.1108/09604520710744326
  24. 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
  25. Dutta, S., Kumar Chauhan, R., Chauhan, K. (2017). No Title Factors affecting customer satisfaction of online travel agencies in India. Tourism and Hospitality Management, 23(2), 267–277. https://doi.org/10.20867/thm.23.2.3
  26. Fatima, T., Malik, S.A., Shabbir, A. (2018). Hospital healthcare service quality, patient satisfaction and loyalty: An investigation in context of private healthcare systems. International Journal of Quality and Reliability Management, 35(6), 1195–1214. https://doi.org/10.1108/IJQRM-02-2017-0031
  27. Filieri, R., Acikgoz, F., Ndou, V., Dwivedi, Y. (2021). Is TripAdvisor still relevant? The influence of review credibility, review usefulness, and ease of use on consumers’ continuance intention. International Journal of Contemporary Hospitality Management, 33(1), 199-223. https://doi.org/10.1108/IJCHM-05-2020-0402
  28. Gao, H. (2024). Detemining Influential Factors of Customer Satisfaction and Repurchase Intention Toward Online Food Application in Chengdu, China. Scholar: Human Sciences, 16(1), 99-108.
  29. Garbarino, E., Johnson, M. S. (1999). The different roles of satisfaction, trust, and commitment in consumer relationships. Journal of Marketing, 63(2), 70–87.
  30. Gautam, D.K., Sah, G.K. (2023). Online Banking Service Practices and Its Impact on E-Customer Satisfaction and E-Customer Loyalty in Developing Country of South Asia-Nepal. SAGE Open, 13(3), 1–14. https://doi.org/10.1177/21582440231185580
  31. Giao, H.N.K., Vuong, B.N., Quan, T. N. (2020). The influence of website quality on consumer’s e-loyalty through the mediating role of e-trust and e-satisfaction: An evidence from online shopping in Vietnam. Uncertain Supply Chain Management, 8(2), 351–370. https://doi.org/10.5267/j.uscm.2019.11.004
  32. Giovanis, A.N., & Athanasopoulou, P. (2014). Gaining customer loyalty in the e-tailing marketplace: The role of e-service quality, e-satisfaction and e-trust. International Journal of Technology Marketing, 9(3), 305–319. https://doi.org/10.1504/IJTMKT.2014.063857
  33. Gupta, J., Srivastava, S., Asrani, D. K. (2024). E-Tourism: a Tourist Satisfaction of Online Travel Purchasing. International Journal of Innovative Research in Computer Science & Technology (IJIRCST), 12(1), 140–144. https://doi.org/10.55524/CSISTW.2024.12.1.25
  34. Hair, J.F., Anderson, R.E., Babin, B.J., Black, W.C. (2010). Multivariate data analysis: A global perspective. Pearson, Upper Saddle River, NJ:
  35. Hair, J.F., Sarstedt, M., Ringle, C.M., Gudergan, S.P. (2018). Advanced Issues in Partial Least Squares Structural Equation Modeling (PLS-SEM). Sage. Thousand Oaks
  36. Han, H., Hyun, S.S. (2015). Customer retention in the medical tourism industry: Impact of quality, satisfaction, trust, and price reasonableness. Tourism Management, 46, 20–29. https://doi.org/10.1016/j.tourman.2014.06.003
  37. Hossain, Z., Rahman, M., Hossain, K., Kumar, S. (2023). Investigating Tourists’ Online Travel Agency Selection Intention: an Empirical Analysis on Bangladesh. Geojournal of Tourism and Geosites, 50(4), 1212–1223. https://doi.org/10.30892/gtg.50401-1119
  38. Hung, Y.C., Yang, Y.L., Yang, H.E., Chuang, Y. H. (2011). Factors affecting the adoption of e-commerce for the tourism industry in Taiwan. Asia Pacific Journal of Tourism Research, 16(1), 105–119. https://doi.org/10.1080/10941665.2011.539394
  39. Indrawati, Shabila, A.M. (2020). The Influence of Website-Based and Company-Based Quality toward Loyalty with Perceived Website Trust as Antecedents. 2020 8th International Conference on Information and Communication Technology, ICoICT 2020. IEEE, Indonesia. https://doi.org/10.1109/ICoICT49345.2020.9166408
  40. Jameel, A.S., Hamdi, S.S., Karem, M.A., Raewf, M.B., Ahmad, A.R. (2021). E-Satisfaction based on E-service Quality among university students. Journal of Physics: Conference Series International Conference of Modern Applications on Information and Communication Technology (ICMAICT), 1804(1), 1804 012039. https://doi.org/10.1088/1742-6596/1804/1/012039
  41. Jun, M., Yang, Z., Kim, D. (2004). Customers’ perceptions of online retailing service quality and their satisfaction. International Journal of Quality & Reliability Management, 21(8), 817–840. https://doi.org/10.1108/02656710410551728
  42. Kassim, N., Asiah Abdullah, N. (2010). ‘The effect of perceived service quality dimensions on customer satisfaction, trust, and loyalty in e-commerce settings: a cross cultural analysis. Asia Pacific Journal of Marketing and Logistics, 22(3), 351–371. https://doi.org/10.1108/13555851011062269
  43. Kaushik Noronha, A., & Srinivas Rao, P. (2017). Effect of Website Quality on Customer Satisfaction and Purchase Intention in Online Travel Ticket Booking Websites. Management, 2017(5), 168–173.
  44. Khai, N.T.N., Van, N.T.X. (2020). The effects of website quality on customer satisfaction and loyalty to online travel agencies in Vietnam. Hcmcoujs - Economics and Business Administration, 8(2), 115–131. https://doi.org/10.46223/HCMCOUJS.econ.en.8.2.166.2018
  45. Khatoon, S., Zhengliang, X., Hussain, H. (2020). The Mediating Effect of Customer Satisfaction on the Relationship between Electronic Banking Service Quality and Customer Purchase Intention: Evidence From the Qatar Banking Sector. SAGE Open, 10(2). https://journals.sagepub.com/doi/10.1177/2158244020935887#tab-contributors
  46. Kim, M.J., Chung, N., Lee, C.K. (2011). The effect of perceived trust on electronic commerce: Shopping online for tourism products and services in South Korea. Tourism Management, 32(2), 256–265. https://doi.org/10.1016/j.tourman.2010.01.011
  47. Lau, T., Cheung, M. L., Pires, G.D., Chan, C. (2019). Customer satisfaction with sommelier services of upscale Chinese restaurants in Hong Kong. International Journal of Wine Business Research, 31(4), 532–554. https://doi.org/10.1108/IJWBR-10-2018-0060
  48. Li, H., Liu, Y., Suomi, R. (2009). Measurement of eservice quality: An empirical study on online travel service. 17th European Conference on Information Systems, ECIS 2009. 191.
  49. Li, J. (2024). How Do Information Quality, E-service Quality, And System Quality Enhance Customer Satisfaction for Airbnb?. International Journal of Education and Humanities, 13(2), 29–45. https://doi.org/10.54097/knn3fq40
  50. Li, Y. (2018). A study on e-service quality dimensions for online travel agencies. MATEC Web of Conferences, 228, 1–5. https://doi.org/10.1051/matecconf/201822805011
  51. Liang, C.J., Chen, H. J. (2009). A study of the impacts of web site quality on customer relationship performance. Total Quality Management, 20(9), 971–988. https://doi.org/10.1080/14783360903181784
  52. Lin, H.F. (2011). An empirical investigation of mobile banking adoption: The effect of innovation attributes and knowledge-based trust. International Journal of Information Management, 31(3), 252–260. https://doi.org/10.1016/j.ijinfomgt.2010.07.006
  53. Ma Sabiote, C., Ma Frías, D., Castañeda, J.A. (2012). E-service quality as antecedent to e-satisfaction: The moderating effect of culture. Online Information Review, 36(2), 157–174. https://doi.org/10.1108/14684521211229011
  54. Madlberger, M. (2014). I am off then: Drivers of travellers’ intentions to book trips online: An integrated study on technolo gy acceptance and satisfaction. WEBIST 2014 - Proceedings of the 10th International Conference on Web Information Systems and Technologies, 1, 247–256. https://doi.org/10.5220/0004804402470256
  55. Malhotra, N. K. (2020). Marketing research: an applied prientation. pearson.
  56. Masri, N.W., You, J.J., Ruangkanjanases, A., Chen, S.C., Pan, C.I. (2020). Assessing the effects of information system quality and relationship quality on continuance intention in e-tourism. International Journal of Environmental Research and Public Health, 17(1), 174. https://doi.org/10.3390/ijerph17010174
  57. Mayer, R.C., Davis, J.H., Schoorman, F. (1995). An Integrative Model of Organizational Trust. Academy of Management Review, 20 (3), 709–734. https://doi.org/10.2307/258792
  58. Miao, M., Jalees, T., Zaman, S. I., Khan, S., Hanif, N. ul A., Javed, M. K. (2022). The influence of e-customer satisfaction, e-trust and perceived value on consumer’s repurchase intention in B2C e-commerce segment. Asia Pacific Journal of Marketing and Logistics, 34(10), 2184–2206. https://doi.org/10.1108/APJML-03-2021-0221
  59. Mohammad Shawal, N.S., Saiful Bakhtiar, M.F., Kamal Nurzaman, M.A.A., Kedin, N.A., Talib, A.H. (2023). Exploring User Acceptance, Experience and Satisfaction towards Chatbots in an Online Travel Agency (OTA). International Journal of Academic Research in Business and Social Sciences, 13(5), 196-206. http://dx.doi.org/10.6007/IJARBSS/v13-i5/17015
  60. Mohr, H., Walter, Z. (2019). Formation of consumers’ perceived information security: Examining the transfer of trust in online retailerse. Information Systems Frontiers, 21(6), 1231-1250. https://doi.org/10.1007/s10796-019-09961-7
  61. Mollik, M.S., Rahman, S.M., Rahat, M.R., Kulsum, C.U., Sagir, S.A.M. (2024). Does Trustworthiness Influence Travel Service Use Intentions At an Online Travel Agency? a Study on the Digitalization of the Tourism Sector in Bangladesh. Geojournal of Tourism and Geosites , 52(1), 30–40. https://doi.org/10.30892/gtg.52103-1180
  62. Mursid, A., Wu, C.H.J. (2022). Halal company identity and halal restaurant loyalty: the role of customer satisfaction, customer trust and customer-company identification. Journal of Islamic Marketing, 13(12), 2521–2541. https://doi.org/10.1108/JIMA-01-2020-0014
  63. Muslim, A. (2016). Internet banking service quality and its implication on e-customer satisfaction and e-customer loyalty. International Journal of Bank Marketing, 34(3), 280-306.
  64. Palazzo, M., Foroudi, P., Ferri, M. A. (2021). Examining antecedents and consequences of perceived service quality in the hotel industry: a comparison between London and New York. TQM Journal, 33(7), 193–221. https://doi.org/10.1108/TQM-09-2020-0203
  65. Park, Y.A., Gretzel, U. (2007). Success factors for destination marketing web Sites: A qualitative meta-analysis. Journal of Travel Research, 46(1), 46–63. https://doi.org/10.1177/0047287507302381
  66. Park, Y.A., Gretzel, U., Sirakaya-Turk, E. (2007). Measuring web site quality for online travel agencies. Journal of Travel and Tourism Marketing, 23(1), 15–30. https://doi.org/10.1300/J073v23n01_02
  67. Pratminingsih, S. A., Zulganef, Z., Purwaningdyah, S. W. S., & Syafie, N. A. (2024). Consumer Behaviour in Online Travel: How Does Continuous Purchase Behaviour Formed in Digital Age? Jurnal Manajemen Bisnis, 15(1), 57–76. https://doi.org/10.18196/mb.v15i1.19755
  68. Rakuten Insight. (2023). Most popular online travel agencies among consumers in Indonesia. https://www.statista.com/statistics/1200620/indonesia-most-used-online-travel-agencies/
  69. Raza, S.A., Umer, A., Qureshi, M.A., Dahri, A.S. (2020). Internet banking service quality, e-customer satisfaction and loyalty: the modified e-SERVQUAL model. TQM Journal, 32(6), 1443–1466. https://doi.org/10.1108/TQM-02-2020-0019
  70. Ribbink, D., Van Riel, A. C., Liljander, V., & Streukens, S. (2004). Comfort your online customer: quality, trust and loyalty on the internet. An International Journal, 14(6), 446–456. https://doi.org/10.1108/09604520410569784
  71. Rita, P., Oliveira, T., Farisa, A. (2019). The impact of e-service quality and customer satisfaction on customer behavior in online shopping. Heliyon, 5(10), e02690. https://doi.org/10.1016/j.heliyon.2019.e02690
  72. Saoula, O., Shamim, A., Mohd Suki, N., Ahmad, M. J., Abid, M. F., Patwary, A. K., & Abbasi, A. Z. (2023). Building e-trust and e- retention in online shopping: the role of website design, reliability and perceived ease of use. Spanish Journal of Marketing ESIC, 27(2), 178–201. https://doi.org/10.1108/SJME-07-2022-0159
  73. Sarstedt, M., Hair Jr, J.F., Cheah, J.H., Becker, J.M., Ringle, C.M. (2019). How to specify, estimate, and validate higher-order constructs in PLS-SEM. Australasian marketing journal, 27(3), 197-211. https://doi.org/10.1016/j.ausmj.2019.05.003
  74. Sarstedt, M., Hair, J. F., Nitzl, C., Ringle, C. M., & Howard, M. C. (2020). Beyond a tandem analysis of SEM and PROCESS: Use of PLS-SEM for mediation analyses! International Journal of Market Research, 62(3), 288–299. https://doi.org/10.1177/1470785320915686
  75. Selnes, F. (1998). Consequences of Trust and Relationships. European Journal of Marketing, 32(3/4), 305–322. https://doi.org/10.1108/03090569810204580
  76. Setiawan, P.Y., Widanta, A.A.B.P. (2021). The effect of trust on travel agent online use: Application of the technolog acceptance model. International Journal of Data and Network Science, 5(3), 173–182. https://doi.org/10.5267/j.ijdns.2021.6.015
  77. Singh, G., Slack, N., Sharma, S., Mudaliar, K., Narayan, S., Kaur, R., Sharma, K.U. (2021). Antecedents involved in developing fast-food restaurant customer loyalty. TQM Journal, 33(8), 1753–1769. https://doi.org/10.1108/TQM-07-2020-0163
  78. Singh, R. P., Hidayat, W. G. P. A., & Purnamaningsih, P. (2024). The Impact of Perceived Service Quality, Trust , and Hospital Image on Patient Satisfaction and Patient Loyalty. South Eastern European Journal of Public Health, XXV (2025), 2783–2798. https://doi.org/10.70135/seejph.vi.3193
  79. Singh, R.P. (2024). The Impact of E-Banking Service Quality on E-Banking Satisfaction and E-Banking Loyalty. Ultima Management: Jurnal Ilmu Manajemen, 16(1), 150–167. https://doi.org/10.31937/manajemen.v16i1.3665
  80. Statista. (2023). Online travel market size worldwide from 2017 to 2023, with a forecast until 2029 (in billion U.S. dollars). https://www.statista.com/statistics/1179020/online-travel-agent-market-size-worldwide/
  81. Straub, D., Boudreau, M.C., Gefen, D. (2004). Validation guidelines for IS positivist research. The Communications of the Association for Information Systems, 13(1), 63. https://doi.org/10.17705/1CAIS.01324
  82. Toufaily, E., Arcand, M., Legault, J., Ricard, L. (2016). The Roles of Website Characteristics and Social Network Communities in Developing Customer E-loyalty in the Online Travel Industry. Journal of Tourism & Hospitality, 5(3), 222 .
  83. Tsang, N.K., Lai, M.T.H., Law, R. (2010). Measuring E-service quality for online travel agencies. Journal of Travel and Tourism Marketing, 27(3), 306–323. https://doi.org/10.1080/10548401003744743
  84. Ul Haq, I., Awan, T. M. (2020). Impact of e-banking service quality on e-loyalty in pandemic times through interplay of e- satisfaction. Vilakshan - XIMB Journal of Management, 17(1/2), 39–55. https://doi.org/10.1108/XJM-07-2020-0039
  85. Van Riel, A.C.R., Semeijn, J., Pauwels, P. (2004). Online travel service quality: The role of pre-transaction services. Total Quality Management and Business Excellence, 15(4), 475–493. https://doi.org/10.1080/1478336042000183578
  86. Venkatesh, V. (2000). Determinants of Perceived Ease of Use: Integrating Control, Intrinsic Motivation, and Emotion
  87. into the Technology Acceptance Model. Information System Research, 11 (4), 342–365. https://doi.org/10.1287/isre.11.4.342.11872
  88. Wei-Chen, T. (2011). The impact of customer’s affective trait on e-service quality and satisfaction - Travel website cases. International Conference on Advanced Communication Technology, ICACT, IEEE, Korea (South).
  89. Wen, I. (2009). Factors affecting the online travel buying decision: a review. International Journal of Contemporary Hospitality Management, 21(6), 752–765. https://doi.org/10.1108/09596110910975990