Applying Zone of Tolerance to a Customer Service App in a Public Higher Education Institution
Keywords:
customer service evaluation, DeLone & McLean, higher education institution, zone of toleranceAbstract
Rapid technological evolution has compelled many higher education institutions to adopt digital-based customer service systems to improve efficiency and productivity. At the same time, service quality in higher education institutions influences credibility and competitiveness in the sector. Therefore, an evaluation of a web-based customer service platform at a university in Malang is necessary. This study employs a mixed-method design to measure service quality from a user perspective using the Zone of Tolerance (ZOT) approach. The population consisted of 1,506 students from 2021–2023, with a sample of 102 respondents obtained through questionnaires and one interview. Quantitative analysis measured desired, adequate, and perceived services using the DeLone and McLean model, while qualitative analysis applied thematic analysis to enrich the findings. Results show that no indicators fall below the ZOT, 13 indicators are within it, and one exceeds user expectations. This study is novel in applying the ZOT for the first time to evaluate an online customer service platform in higher education and in using the DeLone and McLean model instead of the commonly applied SERVQUAL instrument. The findings provide insights for improving service quality and enhancing user satisfaction.
References
Al-Refaei, A. A. A. H., Ali, H. M., Aldaba, A. M., & Zumrah, A. R. (2024). Determinants of customer-perceived service quality in higher education: the roles of job satisfaction and organizational commitment. International Journal of Quality and Service Sciences, 16(1), 1–18. https://doi.org/10.1108/IJQSS-08-2022-0089
Association of Research Library. (2019). LibQUAL+ 2019 Survey. 1–50. http://arxiv.org/abs/1901.03407
Ayu, F. R. P., & Srihandoko, W. (2021). Peranan Customer Servis Dalam Meningkatkan Mutu Pelayanan Pada Sekolah Islam Ibnu Hajar. Jurnal Aplikasi Bisnis Kesatuan, 1(1), 31–40. https://doi.org/10.37641/jabkes.v1i1.565
Braun, V., & Clarke, V. (2006). Qualitative Research in Psychology Using thematic analysis in psychology Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. http://www.tandfonline.com/action/journalInformation?journalCode=uqrp20%5Cnhttp://www.tandfonline.com/action/journalInformation?journalCode=uqrp20
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
Forhad, M. A. R., Ahsan, M. R., & Alam, G. M. (2022). Impact of introducing a customer services component during secondary school education to improve small and medium-sized enterprises: a case study in Bangladesh. Society and Business Review, 17(3), 337–353. https://doi.org/10.1108/SBR-07-2020-0097
Hong, S. W., Kang, J. H., Park, J. H., Park, H. J., & Kim, E. (2023). Quality and readability of online information on hand osteoarthritis. Health Informatics Journal, 29(1). https://doi.org/10.1177/14604582231169297
Johnston, R. (1995). The zone of tolerance: Exploring the relationship between service transactions and satisfaction with the overall service. International Journal of Service Industry Management, 6(2), 46–61. https://doi.org/10.1108/09564239510084941
Judijanto, L., & Wardhani, D. (2024). The Impact of Mobile Payment Systems and User Interface Design on Customer Adoption and Transaction Volume in E-commerce Companies in Jakarta. 2(01), 47–61. https://doi.org/10.58812/esiscs.v2i01
Kapoor, A., Sindwani, R., & Goel, M. (2024). A novel framework for understanding the interplay between the mobile wallet service quality dimensions and loyalty intention. TQM Journal. https://doi.org/10.1108/TQM-12-2023-0422
Kumar, A., & Mahajan, P. (2019). Evaluating library service quality of University of Kashmir: a LibQUAL+ survey. Performance Measurement and Metrics, 20(1), 60–71. https://doi.org/10.1108/PMM-09-2018-0024
Li, S. P. (2024). Application of the New Importance–Performance Analysis Method to Explore the Strategies of Rural Outdoor Dining Experiences in Taiwan. Journal of Risk and Financial Management, 17(5). https://doi.org/10.3390/jrfm17050208
Lwoga, E. T. (2013). Measuring the success of library 2.0 technologies in the African context: The suitability of the DeLone and McLean’s model. Campus-Wide Information Systems, 30(4), 288–307. https://doi.org/10.1108/CWIS-02-2013-0011
Ngo, T. T. A., Bui, C. T., Chau, H. K. L., & Tran, N. P. N. (2024). Electronic word-of-mouth (eWOM) on social networking sites (SNS): Roles of information credibility in shaping online purchase intention. Heliyon, 10(11), e32168. https://doi.org/10.1016/j.heliyon.2024.e32168
Nicolescu, L., & Tudorache, M. T. (2022). Human-Computer Interaction in Customer Service: The Experience with AI Chatbots—A Systematic Literature Review. Electronics (Switzerland), 11(10). https://doi.org/10.3390/electronics11101579
Papademetriou, C., Anastasiadou, S., & Papalexandris, S. (2023). The Effect of Sustainable Human Resource Management Practices on Customer Satisfaction, Service Quality, and Institutional Performance in Hotel Businesses. Sustainability (Switzerland), 15(10). https://doi.org/10.3390/su15108251
Parasuraman, A. (2004). Assessing and improving service performancefor maximum impact: Insights from a two-decade-long research journey. Performance Measurement and Metrics, 5(2), 45–52. https://doi.org/10.1108/14678040410546064
Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1994). Alternative scales for measuring service quality: A comparative assessment based on psychometric and diagnostic criteria. Journal of Retailing, 70(3), 201–230. https://doi.org/10.1016/0022-4359(94)90033-7
Razak, M. B. A., & Khan, M. R. B. (2024). Student Perception of AI-Powered Service Quality and Customer Satisfaction: A Case Study of Higher Learning Institution in Malaysia. Malaysian Journal of Business, Economics and Management, 3(2), 183–195. https://doi.org/10.56532/mjbem.v3i2.82
Saufa, A. F. (2023). Quantitative representation of school library service quality in Yogyakarta: evaluation using Libqual +Tm method. Library Management, 44(6–7), 426–436. https://doi.org/10.1108/LM-04-2023-0027
Suryanto, Gui, A., Mailangkay, A. B. L., Zainal, S. R. M., Halim, E., & Apriyadi, S. (2024). The Effect of Trust, Perceived Risk, User Interface and User Experience on M-Commerce’s Purchase Intention. 5th Research, Invention, and Innovation Congress: Innovative Electricals and Electronics, RI2C 2024 - Proceedings, 282–287. https://doi.org/10.1109/RI2C64012.2024.10784420
Vebriansyah, D. A., Az-zahra, H. M., & Zulvarina, P. (2024). Perancangan Ulang Antarmuka Pengguna Aplikasi Helpdesk Halo Filkom Menggunakan Metode Human Centered Design. 1(1), 1–9. https://j-ptiik.ub.ac.id/index.php/j-ptiik/article/view/14127
Wahab, S. (2016). The Implication of Customer Service in Higher Education: Review Paper. International Journal of Education and Practice, 4(3), 106–111. https://doi.org/10.18488/journal.61/2016.4.3/61.3.106.111
Wibisono, I. H., Hadi Wijoyo, S., & Rachmadi, A. (2022). Analisis dan Perbaikan Usability Situs Halo FILKOM menggunakan Metode Design Thinking dan System Usability Scale. Jurnal Pengembangan Teknologi Informasi Dan Ilmu Komputer, 6(11), 5154–5162. https://j-ptiik.ub.ac.id/index.php/j-ptiik/article/view/11814
Widyawati, S. (2022). Data Mahasiswa Ilmu Komputer Universitas Brawijaya Juga Sempat Diretas Hacker Lalu Dijualbelikan. Suryamalang.Tribunnews.Com. https://suryamalang.tribunnews.com/2022/09/13/data-alumni-fp-dan-halo-filkom-ub-diretas-belum-diketahui-motifnya?page=all
Wijaya, I. G. N. S., Triandini, E., Kabnani, E. T. G., & Arifin, S. (2021). E-commerce website service quality and customer loyalty using WebQual 4.0 with importance performances analysis, and structural equation model: An empirical study in shopee. Register: Jurnal Ilmiah Teknologi
Sistem Informasi, 7(2), 107–124. https://doi.org/10.26594/register.v7i2.2266
Zhang, K., & Lu, P. (2023). What are the key indicators for evaluating the service satisfaction of WeChat official accounts in Chinese academic libraries? Library Hi Tech, 41(3), 788–806. https://doi.org/10.1108/LHT-07-2021-0218
Zhang, W., Siyal, S., Riaz, S., Ahmad, R., Hilmi, M. F., & Li, Z. (2023). Data Security, Customer Trust and Intention for Adoption of Fintech Services: An Empirical Analysis From Commercial Bank Users in Pakistan. SAGE Open, 13(3), 1–17. https://doi.org/10.1177/21582440231181388
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