How Student Information System Influence Students’ Trust and Satisfaction Towards the University?: An Empirical Study in a Multicultural Environment
Open accessAbstract
The Student Information System (SIS) has increasingly gained popularity among universities for various reasons. However, evaluating student's trust and satisfaction of the system are not fully investigated. In this research, a sample of 634 students participated in the study from Cyprus International University, Cyprus. The Structural Equation Modelling (SEM) technique was employed with AMOS 23 software to identify the trust and satisfaction of students' SIS usage. The study model, which include subjective norm, image, output quality, result demonstrability, perceived usefulness, perceived ease of use, trust and satisfaction, was developed based on extended Technology Acceptance Model (TAM II). Results obtained from the analysis indicated that image, output quality, result demonstrability and perceived ease of use had a significant impact on perceived usefulness. Trust was found to be significantly correlated with satisfaction; however, subjective norm, Perceived usefulness and perceived ease of use did not have a significant influence on satisfaction. Furthermore, the finding confirmed that several constructs in the TAM II that were important in previous studies were not significant in the SIS. The students' behavior aspects are essential for the effective use of the system. It provides valuable information for university management in understanding the challenges of student's trust and satisfaction about SIS usage.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
University Student Information Systems impact students' satisfaction and trust in the university.
“Ismail et al.'s (2019) emphasis on the impact of university (SIS) on students' satisfaction and trust in the university is also noteworthy.”
From Data-Driven Decision-Making through Real-time Student Progress Monitoring: Academic Administrators Perspectives (2025) · cites this paper as Ismail et al.'s (2019)
The Introduction (page unavailable) says the study focuses on SIS’s influence on students’ trust and satisfaction. But the Satisfaction section and Conclusion (pages unavailable) define and report those outcomes as trust and satisfaction with using the SIS, not trust in the university itself. (LLM, conf=0.85)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Perceived usefulness, perceived ease of use, and user acceptance of information technology
Davis, F. D. (1989) · MIS Quarterly · doi:10.2307/249008 · Cited by 68,483 · see citing works
User Acceptance of Information Technology: Toward A Unified View1
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003) · MIS Quarterly · doi:10.2307/30036540 · Cited by 45,035 · see citing works
(1975) · PhilPapers (PhilPapers Foundation) · Cited by 36,737 · see citing works
A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies
Venkatesh, V., & Davis, F. D. (2000) · Management Science · doi:10.1287/mnsc.46.2.186.11926 · Cited by 23,066 · see citing works
The commitment-trust theory of relationship marketing
Morgan, R. M., & Hunt, S. D. (1994) · Journal of Marketing · doi:10.1177/002224299405800302 · Cited by 22,355 · see citing works
Einax, J. W., Zwanziger, H. W., & Geiß, S. (1997) · Wiley eBooks · doi:10.1002/352760216x.ch5 · Cited by 18,779 · see citing works
A Paradigm for Developing Better Measures of Marketing Constructs
Churchill, G. A. (1979) · Journal of Marketing Research · doi:10.1177/002224377901600110 · Cited by 16,549 · see citing works
Exchange and Power in Social Life
Blau, P. M. (2017) · doi:10.4324/9780203792643 · Cited by 15,923 · see citing works
Exchange and Power in Social Life.
Bierstedt, R., & Blau, P. M. (1965) · American Sociological Review · doi:10.2307/2091154 · Cited by 13,625 · see citing works
Moore, G. C., & Benbasat, I. (1991) · Information Systems Research · doi:10.1287/isre.2.3.192 · Cited by 9,150 · see citing works
Trust and TAM in Online Shopping: An Integrated Model1
Gefen, D., Karahanna, E., & Straub, D. W. (2003) · MIS Quarterly · doi:10.2307/30036519 · Cited by 8,635 · see citing works
Compliance, identification, and internalization three processes of attitude change
Kelman, H. C. (1958) · Journal of Conflict Resolution · doi:10.1177/002200275800200106 · Cited by 3,830 · see citing works
Belief, attitude, intention, and behavior: An introduction to theory and research
Hill, R. J., Fishbein, M., & Ajzen, I. (1977) · Contemporary Sociology · doi:10.2307/2065853 · Cited by 2,379 · see citing works
On the relationship between coefficient alpha and composite reliability.
Peterson, R. A., & Kim, Y. (2012) · Journal of Applied Psychology · doi:10.1037/a0030767 · Cited by 1,142 · see citing works
Deng, Z., Lu, Y., Wei, K., & Zhang, J. (2009) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2009.10.001 · Cited by 1,118 · see citing works
A study of student satisfaction in a blended e-learning system environment
Wu, J., Tennyson, R. D., & Hsia, T.-L. (2010) · Computers & Education · doi:10.1016/j.compedu.2009.12.012 · Cited by 1,009 · see citing works
Effect of trust on customer acceptance of Internet banking
Suh, B., & Han, I. (2002) · Electronic Commerce Research and Applications · doi:10.1016/s1567-4223(02)00017-0 · Cited by 901 · see citing works
A Catastrophe Model for Developing Service Satisfaction Strategies
Oliva, T. A., Oliver, R. L., & MacMillan, I. C. (1992) · Journal of Marketing · doi:10.1177/002224299205600306 · Cited by 816 · see citing works
Abdullah, F., Ward, R., & Ahmed, E. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.05.014 · Cited by 693 · see citing works
Organizations and Organization Theory.
Galaskiewicz, J., & Pfeffer, J. (1984) · Social Forces · doi:10.2307/2579092 · Cited by 588 · see citing works
Agag, G., & El-Masry, A. A. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.02.038 · Cited by 574 · see citing works
Determinants of intention to use the mobile banking apps: An extension of the classic TAM model
Muñoz‐Leiva, F., Climent-Climent, S., & Liébana-Cabanillas, F. J. (2017) · Spanish Journal of Marketing - ESIC · doi:10.1016/j.sjme.2016.12.001 · Cited by 556 · see citing works
El-Masri, M., & Tarhini, A. (2017) · Educational Technology Research and Development · doi:10.1007/s11423-016-9508-8 · Cited by 497 · see citing works
Calisir, F., & Calisir, F. (2004) · Computers in Human Behavior · doi:10.1016/j.chb.2003.10.004 · Cited by 474 · cited 1× · see citing works
“This is contrary to the outcome of Calisir and Calisir [50]–[52].”
ResultJoo, Y. J., So, H.-J., & Kim, N. H. (2018) · Computers & Education · doi:10.1016/j.compedu.2018.01.003 · Cited by 420 · see citing works
A model for measuring e-learning systems success in universities
Hassanzadeh, A., Kanaani, F., & Elahi, S. (2012) · Expert Systems with Applications · doi:10.1016/j.eswa.2012.03.028 · Cited by 409 · see citing works
Explaining employees' Extended Use of complex information systems
Hsieh, J. J. P.-A., & Wang, W. (2007) · European Journal of Information Systems · doi:10.1057/palgrave.ejis.3000663 · Cited by 388 · see citing works
The Relative Advantage of Electronic Channels: A Multidimensional View1
Choudhury, V., & Karahanna, E. (2008) · MIS Quarterly · doi:10.2307/25148833 · Cited by 344 · see citing works
Does the extended technology acceptance model apply to physicians
Chismar, W. G., & Wiley-Patton, S. (2003) · Hawaii International Conference on System Sciences (HICSS) · doi:10.1109/hicss.2003.1174354 · Cited by 302 · see citing works
Mou, J., Shin, D., & Cohen, J. F. (2016) · Behaviour and Information Technology · doi:10.1080/0144929x.2016.1203024 · Cited by 217 · see citing works
Chauhan, S., & Jaiswal, M. (2016) · The International Journal of Management Education · doi:10.1016/j.ijme.2016.05.005 · Cited by 180 · see citing works
The adoption and diffusion of human resources information systems in Singapore
Teo, T. S. H., Lim, G. S., & Fedric, S. A. (2007) · Asia Pacific Journal of Human Resources · doi:10.1177/1038411107075402 · Cited by 153 · see citing works
Measuring User Satisfaction and Perceived Usefulness in the ERP Context
Zviran, M., Pliskin, N., & Levin, R. (2005) · Journal of Computer Information Systems · doi:10.1080/08874417.2005.11645842 · Cited by 143 · see citing works
Dogruel, L., Joeckel, S., & Bowman, N. D. (2015) · Behaviour & Information Technology · doi:10.1080/0144929x.2015.1077890 · Cited by 135 · see citing works
Impact of customer trust toward loyalty: the mediating role of perceived usefulness and satisfaction
Universitas Diponegoro and STIE Nobel Indonesia, M., Daud, A., Farida, N., Univeritas Diponegoro, I., Andriyansah, A., Universitas Terbuka, I., Razak, M., & STIMIK Handayani, M. (2018) · Journal of Business & Retail Management Research · doi:10.24052/jbrmr/v13is02/art-21 · Cited by 66 · see citing works
Important Factors Affecting Student Information System Quality and Satisfaction
Gürkut, C., & Nat, M. C. (2017) · Eurasia Journal of Mathematics Science and Technology Education · doi:10.12973/ejmste/81147 · Cited by 54 · see citing works
E-Government: Public Participation and Ethical Issues
Sharma, G., Xi, B., & Wang, Q. (2012) · Journal of E-Governance · doi:10.3233/gov-2012-0320 · Cited by 49 · see citing works
Şahin, A., Kitapçı, H., & Zehir, C. (2013) · Procedia - Social and Behavioral Sciences · doi:10.1016/j.sbspro.2013.10.518 · Cited by 39 · see citing works
Shah, H. J., & Attiq, S. (2016) · Cited by 38 · see citing works
Chandio, F. H., Irani, Z., Zeki, A. M., Shah, A., & Shah, S. C. (2016) · Information Systems Management · doi:10.1080/10580530.2017.1254450 · Cited by 37 · see citing works
Managing and Using Information Systems, Binder Ready Version: A Strategic Approach
Pearlson, K. E., Saunders, C., & Galletta, D. F. (2016) · Cited by 37 · see citing works
Assessment of student satisfaction model: evidence of Western Balkans
Lukić, V. R., & Lukić, N. (2018) · Total Quality Management & Business Excellence · doi:10.1080/14783363.2018.1489227 · Cited by 26 · see citing works
The Relationships among Trust, E-satisfaction, E-loyalty, and Customer Online Behaviors
Tang, T.-W., Tsai, C.-H., & Wu, W.-P. (2005) · Journal of the Association for Information Systems · Cited by 21 · see citing works
Hakkak, M., Vahdati, H., & Biranvand, V. P. (2013) · Management Science Letters · doi:10.5267/j.msl.2013.09.030 · Cited by 12 · see citing works
Mafuna, L., & Wadesango, N. (2016) · Journal of Social Sciences · doi:10.1080/09718923.2016.11893571 · Cited by 11 · see citing works
Assessment on the effectiveness and satisfaction of students in eStudent information portal
Inoco, J. O., & Hernandez, A. A. (2017) · IEEE International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM) · doi:10.1109/hnicem.2017.8269485 · Cited by 9 · see citing works
Evaluating the use of forums as a learning tool based on the Technology Acceptance Model.
Camarero, C. G., Pinto, J. R., & Cabezudo, R. S. J. (2012) · Online Information Review · Cited by 5 · see citing works
Shirian, A., Sadeghvaziri, F., & Rahbar, E. (2014) · Cited by 5 · see citing works
Vasilache, S. N. (2017) · IEEE Annual International Computer Software and Applications Conference (COMPSAC) · doi:10.1109/compsac.2017.92 · Cited by 4 · see citing works
The Relationship Between Student Orientation and Trust in Higher Education
Halimatussakdiah, H., Lubis, A. R., Tabrani, M., Majid, S. A., & Nasır (2018) · Journals & Books Hosting (International Knowledge Sharing Platform) · Cited by 3 · see citing works
The Impact of Service Quality and Customer Satisfaction on Trust of Students at University
Doriza, S. (2019) · International Conference on Research of Educational Administration and Management (ICREAM) · doi:10.2991/icream-18.2019.51 · Cited by 2 · see citing works
Flagged first, then by citations
6 of the 57 references couldn’t be matched to a known paper.
Research works printed but not linked: 11
- E. Bayangan-Cosidon, ''Student information system for Kalinga state University-Rizal campus,'' Int. J. Comp. Sci Inf. Technol. Res., vol. 4, no. 2, pp. 223-229, 2016.
- C. A. Kiesler and S. B. Kiesler, Conformity. Reading, MA, USA: Addison- Wesley, 1964.
- J. Pfeffer, The Role of Power in Organizations. Cambridge, MA, USA: Ballinger, 1981.
- M.-Y. Wu, H.-P. Chou, Y.-C. Weng, and Y.-H. Huang, ''TAM-2 based study of website user behavior-using Web 2.0 websites as an example,'' WSEAS Trans. Bus. Econ., vol. 4, no. 8, pp. 51-133, Oct. 2011.
- V. Venkatesh, M. G. Morris, G. B. Davis, and F. D. Davis, ''User accep- tance of information technology: Toward a unified view,'' MIS Quart., vol. 27, no. 3, pp. 425-478, Sep. 2003.
- M. Piriyakul, R. Piriyakul, O. Chuachareon, M. Boonyoung, P. Piriyakul, and I. Piriyakul, ''Effects of trust, satisfaction and factors corresponding to TAM on intention to reuse Internet business transaction,'' Int. Rev. Manage. Bus. Res., vol. 4, no. 3, pp. 344-358, Sep. 2015.
- A.-N. Negahdari, ''A model for e-satisfaction assessment,'' Tadbeer Mon., vol. 19, no. 195, pp. 13-28, 2009.
- J. F. Hair, R. E. Anderson, R. L. Tatham, and C. William, Black, Multivari- ate Data Analysis. Upper Saddle River, NJ, USA: Prentice Hall, 1998.
- V. Choudhury and E. Karahanna, ''The relative advantage of elec- tronic channels: A multidimensional view,'' MIS Quart., vol. 32, no. 1, pp. 179-200, Mar. 2008.
- A. B. Samodra and M. Mariani, ''Examining the influence of social norms on the intention to use social networking media: A study of generation Z in Indonesia,'' GSTF J. Comput., vol. 3, no. 1, pp. 127-130, Mar. 2018.
- G.-F. Liaw, F. Jen, and S. H. Liang, ''The effect of trust, satisfaction, and switching cost on consumer's loyalty-A model of on-line auction,'' J. Int. Manage. Stud., vol. 8, no. 1, pp. 59-67, 2013.
Cited by
Sorted by citations
Ma, S., & Lei, L. (2024) · Asia Pacific Journal of Education · doi:10.1080/02188791.2024.2305155 · Cited by 148 · see citing works
Sánchez‐Prieto, J. C., Cruz-Benito, J., Therón, R., & Peñalvo, F. J. G. (2020) · International Journal of Interactive Multimedia and Artificial Intelligence · doi:10.9781/ijimai.2020.11.009 · Cited by 106 · see citing works
Hiatt, M. S., Lowman, G. H., Maloni, M. J., Swaim, J. A., & Veliyath, R. (2023) · The International Journal of Management Education · doi:10.1016/j.ijme.2023.100768 · Cited by 26 · see citing works
Daim, T. U., Güngör, D. Ö., Başoğlu, N., Yarga, A., & VanDerSchaaf, H. (2024) · Technology in Society · doi:10.1016/j.techsoc.2024.102557 · Cited by 11 · see citing works
Yuan, M., Lin, J., Yang, C., Wang, I.-C., & Hsu, C.-H. (2021) · Mathematical Problems in Engineering · doi:10.1155/2021/4920167 · Cited by 8 · see citing works
Zaineldeen, S., & Li, H. (2021) · Revista Romaneasca pentru Educatie Multidimensionala · doi:10.18662/rrem/13.4/483 · Cited by 7 · see citing works
Mamo, R. (2020) · International Journal of Modern Education and Computer Science · doi:10.5815/ijmecs.2020.04.05 · Cited by 6 · see citing works
GenAI in Indian higher education: faculty at the crossroads of adoption
Razi-ur-Rahim, M., Uddin, F., Chauhan, J., & Faisal, K. P. (2026) · Asian Education and Development Studies · doi:10.1108/aeds-04-2025-0194 · Cited by 6 · see citing works
Xu, X., Zhang, X., & Zhang, Q. (2022) · Asia-Pacific Conference on Image Processing, Electronics and Computers (IPEC) · doi:10.1109/ipec54454.2022.9777622 · Cited by 3 · see citing works
Salah, S., & Alyouzbaky, B. A. (2023) · International Journal of Innovation and Technology Management · doi:10.1142/s0219877023500554 · Cited by 3 · see citing works
Secreto, P. V., Ofrin, D., & Tabo, E. (2025) · International Journal in Information Technology in Governance, Education and Business · doi:10.32664/ijitgeb.v7i1.147 · Cited by 2 · see citing works
Bello, H. K., & Abdullah, N. A. (2022) · The Electronic Journal of e-Learning · doi:10.34190/ejel.20.5.2595 · Cited by 3 · see citing works
Exploring the Adoption of Strategic Information Systems: A Technology Acceptance Model Perspective
Srivastava, R., Faiz, M. A., Masaeid, T. F. A., Inairat, M., & Alzoubi, H. M. (2024) · International Conference on Cyber Resilience (ICCR) · doi:10.1109/iccr61006.2024.10532932 · Cited by 2 · see citing works
Intellischool: A Student Information System for Senior High School
Campanan, A. M., Bermejo, R. M., & Madrigal, D. V. (2024) · Technium Romanian Journal of Applied Sciences and Technology · doi:10.47577/technium.v21i.10816 · Cited by 1 · see citing works
Student Information Management System Based on JSP Technology
Liu, Q. (2023) · International Conference on Information Education and Artificial Intelligence (ICIEAI) · doi:10.1145/3660043.3660154 · Cited by 1 · see citing works
Moshoeu, H. M., & Bruhns, E. (2025) · South African journal of information management · doi:10.4102/sajim.v27i1.2040 · Cited by 1 · see citing works
Sun, Y. (2022) · Mathematical Problems in Engineering · doi:10.1155/2022/9219955 · Cited by 1 · see citing works
Mandari, H. E., & Koloseni, D. N. (2024) · International Journal of Education and Management Engineering · doi:10.5815/ijeme.2024.02.01 · Cited by 1 · see citing works
GenAI in Indian Higher Education: Faculty at the Crossroads of AdoptionPreprint
Razi-ur-Rahim, M., Chauhan, J., Uddin, F., & Faisal, K. P. (2025) · Research Square · doi:10.21203/rs.3.rs-5970170/v1 · Cited by 1 · see citing works
Poerwadiredja, R. S., & Alamsyah, D. P. (2025) · International Conference on Data Science and Its Applications (ICoDSA) · doi:10.1109/icodsa67155.2025.11156966
- Authors
- Ismail, M., Celebi, E., & Nadiri, H.
- Affiliations
- Cyprus International University (CY)
- ORCID
- Ismail, Mustapha
- Venue
- IEEE Access
- Published
- 2019
- Volume
- 7
- Pages
- 111778-111789
- ISSN
- 2169-3536 (ISSN-L)
- OpenAlex
- W2966945224
- Cited by
- 19
- References
- 57
- Citations by year
- 2025: 4 · 2024: 5 · 2023: 3 · 2022: 3 · 2021: 2 · 2020: 2
- FWCI
- 2.07
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- IEEE Access (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Social Sciences › Decision Sciences › Information Systems and Management › Technology Adoption and User Behaviour
- Social Sciences › Business, Management and Accounting › Organizational Behavior and Human Resource Management › Customer Service Quality and Loyalty
- Physical Sciences › Computer Science › Information Systems › Educational Management and Quality
- Keywords
- student information system, student trust, student satisfaction, technology acceptance model, perceived usefulness, perceived ease of use, subjective norms, output quality, result demonstrability, higher education, culturally diverse students
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review