On the dimensionality of the System Usability Scale: a test of alternative measurement models
Abstract
The System Usability Scale (SUS), developed by Brooke (Usability evaluation in industry, Taylor & Francis, London, pp 189-194, 1996), had a great success among usability practitioners since it is a quick and easy to use measure for collecting users' usability evaluation of a system. Recently, Lewis and Sauro (Proceedings of the human computer interaction international conference (HCII 2009), San Diego CA, USA, 2009) have proposed a two-factor structure-Usability (8 items) and Learnability (2 items)-suggesting that practitioners might take advantage of these new factors to extract additional information from SUS data. In order to verify the dimensionality in the SUS' two-component structure, we estimated the parameters and tested with a structural equation model the SUS structure on a sample of 196 university users. Our data indicated that both the unidimensional model and the two-factor model with uncorrelated factors proposed by Lewis and Sauro (Proceedings of the human computer interaction international conference (HCII 2009), San Diego CA, USA, 2009) had a not satisfactory fit to the data. We thus released the hypothesis that Usability and Learnability are independent components of SUS ratings and tested a less restrictive model with correlated factors. This model not only yielded a good fit to the data, but it was also significantly more appropriate to represent the structure of SUS ratings.
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Studies have replicated inconsistent findings pointing towards the two-factor model of the SUS.
“Since then, studies replicated inconsistent findings pointing towards this two-factor model (e.g. ) [23]”
From Dimensionality of the system usability scale among professionals using internet-based interventions for depression: a confirmatory factor analysis (2020) · cites this paper as [23]
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Semprini, M., Lencioni, T., Hinterlang, W., Vassallo, C., Scarpetta, S., Maludrottu, S., Iandolo, R., Carè, M., Laffranchi, M., Chiappalone, M., et al. (2022) · Frontiers in Neuroscience · doi:10.3389/fnins.2022.915707 · Cited by 18 · see citing works
Kamm, C. P., Blättler, R., Kueng, R., & Vanbellingen, T. (2023) · Multiple Sclerosis and Related Disorders · doi:10.1016/j.msard.2023.104525 · Cited by 18 · see citing works
Sturnieks, D. L., Menant, J. C., Valenzuela, M., Delbaere, K., Sherrington, C., Herbert, R., Lampit, A., Broadhouse, K. M., Turner, J., Schoene, D., et al. (2019) · BMJ Open · doi:10.1136/bmjopen-2019-029409 · Cited by 18 · see citing works
van Lieshout, R., Pisters, M. F., Vanwanseele, B., de Bie, R. A., Wouters, E., & Stukstette, M. J. P. M. (2016) · PLoS ONE · doi:10.1371/journal.pone.0165199 · Cited by 18 · see citing works
Borsci, S., Lawson, G., Salanitri, D., & Jha, B. (2016) · Virtual Reality · doi:10.1007/s10055-016-0286-8 · Cited by 18 · see citing works
Self-citationSoh, J. Y., Lee, S. U., Lee, I., Yoon, K. S., Song, C., Kim, N. H., Sohn, T. S., Bae, J. M., Chang, D. K., & Cha, W. C. (2018) · JMIR mhealth and uhealth · doi:10.2196/12204 · Cited by 18 · see citing works
The Usability Perception Scale (UPscale): A Measure for Evaluating Feedback Displays
Karlin, B., & Ford, R. (2013) · Lecture notes in computer science · doi:10.1007/978-3-642-39229-0_34 · Cited by 17 · see citing works
Feasibility of a Home-Based Tablet App for Dexterity Training in Multiple Sclerosis: Usability Study
van Beek, J. J. W., van Wegen, E. E. H., Rietberg, M. B., Nyffeler, T., Bohlhalter, S., Kamm, C. P., Nef, T., & Vanbellingen, T. (2020) · JMIR mhealth and uhealth · doi:10.2196/18204 · Cited by 17 · see citing works
Sousa, F., & Martins, N. (2020) · Springer series in design and innovation · doi:10.1007/978-3-030-61671-7_5 · Cited by 17 · see citing works
Alexa depression and anxiety self-tests: a preliminary analysis of user experience and trust
Quiroz, J. C., Bongolan, T., & Ijaz, K. (2020) · Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers · doi:10.1145/3410530.3414374 · Cited by 16 · see citing works
Li, N., Liu, C., Wang, N., Lin, S., Yuan, Y., Huang, F., & Zhu, P. (2024) · BMC Geriatrics · doi:10.1186/s12877-024-05523-y · Cited by 16 · see citing works
Toward a Usability Evaluation of BCIs
Pasqualotto, E., Simonetta, A., Gnisci, V., Federici, S., & Belardinelli, M. O. (2011) · Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)) · Cited by 16 · see citing works
Self-citation
- Authors
- Borsci, S., Federici, S., & Lauriola, M.
- Affiliations
- Sapienza University of Rome (IT)
- University of Perugia (IT)
- Corresponding author
- Borsci, Simone
- Venue
- Cognitive Processing
- Published
- 2009-06-30
- Volume
- 10
- Issue
- 3
- Pages
- 193-197
- ISSN
- 1612-4782 (ISSN-L)
- 1612-4790
- OpenAlex
- W2058625228
- Cited by
- 275
- References
- 15
- Citations by year
- 2026: 22 · 2025: 17 · 2024: 23 · 2023: 23 · 2022: 24 · 2021: 25 · 2020: 21 · 2019: 23 · 2018: 22 · 2017: 11 · 2016: 17 · 2015: 19 · 2014: 7 · 2013: 12 · 2012: 5
- FWCI
- 4.79
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Cognitive Processing (publishedVersion)
- PubMed (publishedVersion)
- IRIS Research product catalog (Sapienza University of Rome) (submittedVersion)
- University of Twente Research Information (submittedVersion)
- Topics
- Physical Sciences › Computer Science › Human-Computer Interaction › Usability and User Interface Design
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Decision Sciences › Information Systems and Management › Technology Adoption and User Behaviour
- Keywords
- System Usability Scale, usability evaluation, dimensionality, two-factor model, learnability, usability, correlated factors, measurement model, structural equation modeling, user ratings
- MeSH terms
- Female, Humans, Learning, Male, Models, Theoretical, Surveys and Questionnaires, User-Computer Interface, Young Adult
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