The Influence of System Quality, Risk Perception and Satisfaction on the Net Benefits of Booking Train Tickets via D-Ticket Application
DOI:
https://doi.org/10.55164/ecbajournal.v17i3.276615Keywords:
Net Benefits, D-Ticket Application, System Quality, Risk Perception, SatisfactionAbstract
D-Ticket is an online train ticket booking application developed by the State Railway of Thailand to increase convenience and efficiency in ticket booking. Users can book and pay via the application anytime, anywhere. The objective of this research is to analyze how the quality of the system, perceived risks, and user satisfaction impact the net benefits of train ticket bookings through the D-Ticket application. The researcher employed a quantitative research methodology using an empirical approach, with data collected from 400 users of the D-Ticket application through questionnaires. Statistical techniques applied for data analysis include frequency, percentages, means, standard deviations, and multiple regression analysis. The research findings indicated that the quality of the system, risk perception, and satisfaction that affect the net benefits of railway ticket reservations via the D-Ticket application included four factors, ranked from highest to lowest: system quality in terms of response times, system quality in terms of usability, satisfaction, and risk perception. The system quality in terms of response times, system quality in terms of usability, and satisfaction had a positive impact on the net benefits of railway ticket reservations through the D-Ticket application, while risk perception had a negative effect. The recommendations from the research results are to improve the system to work faster, add useful functions that meet the needs of users, develop service quality, and add measures to prevent risks that may occur to users.
References
Akrasuwan, A. (2015). A Study of Factors Contributing to the Success of Information Technology Systems in Public Organizations. Bangkok: Dhurakij Pundit University.
Al-Kolles, P. M. (2020). The Acceptance of Technology, Online Consumer Behavior, and Perceived Risk Related to the Decision to Use Digital Currency Among Consumers in Bangkok. Bangkok: Srinakharinwirot University.
Arree, W., Klinaubon, P., Kornphan, S., Rattananonsatien, T., & Khotchasit, C. (2022). Solving Vehicle Routing Problem: A Case Study of ABC Drinking Water Company Limited. Economics and Business Administration Journal, Thaksin University, 14(3), 1-24.
Aungbangnoi, M. (2020). Brand Value, Trust, and Satisfaction Affecting Loyalty to the CAT CDMA Brand. Bangkok: Srinakharinwirot University.
Banathy, B. (1968). Instructional System. California: Fearow.
Bloch, P. H., Ridgway, N. M., & Nelson, J. E. (1991). Leisure and the Shopping Mall: Advances in Consumer Research. Association for Consumer Research (US), 18(1), 445–452.
Bunsin, S. (2016). An Analysis of the State Railway of Thailand’s Service Quality and Effectiveness in Meeting Customer Needs. Journal of Public and Private Management, 23(2), 119-148.
Chanjareanlap, S. (2020). Perceived Risk and Attitude Influences on Thai Consumers’ Intention to Order Healthy Food Online. Bangkok: Thammasat University.
Cochran, W. G. (1977). Sampling Techniques (3rd ed.). New York: John Wiley & Sons.
Cronbach, L. J. (1970). Essentials of Psychological Testing. New York: Harper & Row.
DeLone, W. H., & McLean, E. R. (2003). The DeLone and McLean Model of Information Systems Success: A Ten-year Update. Information Systems, 19(4), 9-30.
DIGI, Innovation and Data Governance Institute. (2024). Thailand Train Station Map: User Statistics 2022. Retrieved from https://digi.data.go.th/showcase/train-station-thailand
Donabedian, A. (1980). The Definition of Quality and Approach to Its Measurement. Ann Arbor, Michigan: Health Administration.
El-Ebiary, Y. A. B., Abu-Ulbeh, W., Ebrahim, H. M., Yusoff, M. H., Almandeel, S., & Pandey, B. (2020). Extending the Information Systems Success Model with Transformational Leadership and Compatibility. Test Engineering and Management, 83, 17110-17117.
George, D., & Mallery, P. (2006). SPSS for Windows Step by Step: A Simple Guide and Reference, 13.0 Update. USA: Pearson A and B.
Hair, J. F., Jr., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate Data Analysis. New Jersey: Prentice Hall.
Jitprasong, K. (2016). Expectations of Performance, Connectivity, User Convenience, Social Influence, and Refund Policies Affecting the Intention to Use Rabbit Line Pay among Line Application Users in Bangkok. Bangkok: Bangkok University.
Kongsat, S., & Thamwong, T. (2015). Finding the Reliability of the Questionnaire (IOC). Retrieved from https://www.mcu.ac.th/article/detail/14329
Korbkarun, S. (2015). The Influences of Service Quality, System Usage, and User Satisfaction on Users’ Net Benefits of Booking Hotels via Applications at Private Universities in Bangkok. Unpublished independent study. Bangkok: Bangkok University.
Luilapprasert, P. (2017). Characteristics of Applications, Knowledge and Experience of Applications, Perceived Risk, Attitudes toward Application Usage, and Behaviors Influencing the Decision to Choose Accommodation Booking Services through Mobile Applications among People in Bangkok. Bangkok: Bangkok University.
Meeruang, A. (2018). The Influence of Service Quality on Usage, User Satisfaction, and Net Benefits of the Bangkok Port’s Container Management System. Bangkok: Ramkhamhaeng University.
Petter, S., DeLone, W., & McLean, E. (2008). Measuring Information Systems Success: Models, Dimensions, Measures, and Interrelationships. European Journal of Information Systems, 17(3), 236-263.
Praphalai, P. (2014). Perceived Risk and Perceived Value of Products in the Decision to Purchase Health Supplements among Consumers in Bangkok. Bangkok: Bangkok University.
Prasertoui, C. (2015). The Influences of System Quality on System Usage, User Satisfaction, and Users' Net Benefits in Purchasing Fashion Clothing via Facebook, Line, or Instagram at Private Universities in Bangkok. Unpublished independent study. Bangkok: Bangkok University.
Rayasakul, W. (2018). Factors Influencing the Decision to Purchase Airline Tickets through Online Applications among Thai Tourists. Bangkok: Chulalongkorn University.
Rungruangsak, J. (2015). The Study of the Impact of Technology Acceptance and Perceived Risk on User Trust Perception of Location-based Services in Bangkok. Unpublished Independent Study. Bangkok: Bangkok University.
Seddon, P. B. (1997). A Respecification and Extension of the DeLone and McLean Model of IS Success. Information Systems Research, 8(3), 240-253.
Shelly, M. W. (1975). Responding to Social Change. Pennsylvania: Dowden Hutchinson & Ross, Inc.
Sujitjorn, P. (2015). Consumer Traits, Utility, and Ranking of Appropriate Pricing Applications and Satisfaction Influencing Purchase Intention for Mobile Applications among Consumers in Bangkok. Bangkok: Bangkok University.
Sutapod, R., Narintarakul Na Ayuthaya, A., Shoosnuk, A., & Numprasertchai, S. (2017). The Influence of System Quality on System Usage, User Satisfaction, and Net Benefits for Users of the Navis System at Laem Chabang Deep Water Seaport. Suranaree Journal of Social Science, 11(2), 145-162.
Suthaphote, R. (2017). The Influence of System Quality on Usage, User Satisfaction, and Net Benefits of the Navis System within Laem Chabang Port. Bangkok: Ramkhamhaeng University.
Thiamkaeo, N. (2015). A Study of Satisfaction with the Quality of Services Provided by the Library and Information Center, Mahasarakham University, in the Academic Year 2014. Research report, Mahasarakham University.
Thipprapai, N. (2015). Satisfaction and Behavior in Using Applications of Office Workers Affecting Repeated Hotel Bookings via Smartphone Applications. Bangkok: Bangkok University.
Wolman, B. B. (1973). Dictionary of Behavioral Science. Van Nostrand: Reinhart.
Wongjamroen, N. (2015). Influence of System Quality of Access on Online Flight Ticket Usage in Bangkok. Unpublished Independent Study. Bangkok: Bangkok University.
Xu, C., Peak, D., & Prybutok, V. (2015). A Customer Value, Satisfaction, and Loyalty Perspective of Mobile Application Recommendations. Decision Support Systems, 79, 171-183.
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