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Web Analytics for User Experience: A Systematic Literature Review

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Design, User Experience, and Usability: UX Research and Design (HCII 2021)

Abstract

User experience is an essential software quality concept for companies nowadays. Development teams attempt to guarantee that their digital products provide a satisfying experience. Likewise, several evaluation methods have emerged to determine if the software product's interfaces are understandable, intuitive, and attractive to users. However, few of these methods suggest the use of data analytics for user experience evaluation. Many companies use tools that allow them to obtain multiple data about using their leading websites but do not use this information to generate relevant results that can be used to improve the design of their graphical interfaces. In this study, we present the results of conducting a systematic literature review to identify case studies that report web analytics usage to evaluate websites' user experience. The search retrieved a total of 315 papers. The databases used for this review were: Scopus, Web of Science, IEEExplore, and ACM Digital Library. After applying the inclusion and exclusion criteria, 18 relevant articles were obtained, which have allowed answering the research questions. The results show a tendency to incorporate data analysis to explain specific design problems or usability issues. Additionally, we have identified some methodological proposals that have been established on how to use data analytics for the user experience evaluation process and some metrics that could offer relevant information about the degree of ease of use of a website.

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References

  1. Kumar, R., Hasteer, N.: Evaluating usability of a web application: a comparative analysis of open-source tools. In: 2017 2nd International Conference on Communication and Electronics Systems (ICCES), pp. 350–354. IEEE (2017). https://doi.org/10.1109/CESYS.2017.8321296

  2. Hartson, R., Pyla, P.: Chapter 1 - What Are UX and UX Design? In: Hartson, R., Pyla, P. (eds.) The UX Book 2nd edn., pp. 3–25. Morgan Kaufmann, Boston (2019). https://doi.org/10.1016/B978-0-12-805342-3.00001-1

  3. Jokela, T.: When good things happen to bad products: where are the benefits of usability in the consumer appliance market? Interactions. 11, 28–35 (2004)

    Article  Google Scholar 

  4. Beasley, M.: Chapter 1 - Introduction. In: Beasley, M. (ed.) Practical Web Analytics for User Experience, pp. 1–7. Morgan Kaufmann, Boston (2013). https://doi.org/10.1016/B978-0-12-404619-1.00001-0

  5. Beasley, M.: Chapter 3 - How web analytics works. Presented at the (2013). https://doi.org/10.1016/B978-0-12-404619-1.00003-4

  6. Zheng, J., Peltsverger, S.: Web analytics overview. Presented at the January 1 (2015)

    Google Scholar 

  7. Kaushik, A.: Web analytics 2.0: The art of Online Accountability and Science of Customer Centricity. Wiley, New York (2009)

    Google Scholar 

  8. Villaespesa, E.: Museum collections and online users: development of a segmentation model for the metropolitan museum of art. Visit. Stud. 22, 233–252 (2019). https://doi.org/10.1080/10645578.2019.1668679

    Article  Google Scholar 

  9. Hartson, R., Pyla, P.: Chapter 28 - Background: UX Evaluation. Presented at the (2019). https://doi.org/10.1016/B978-0-12-805342-3.00028-X

  10. ISO 9241–210 (2010)

    Google Scholar 

  11. Kitchenham, B., Charters, S.: Guidelines for performing systematic literature reviews in software engineering (2007)

    Google Scholar 

  12. Soong, K., Fu, X., Zhou, Y.: Optimizing new user experience in online services. In: Proceedings - 2018 IEEE 5th International Conference on Data Science and Advanced Analytics, DSAA 2018, pp. 442–449 (2019). https://doi.org/10.1109/DSAA.2018.00057

  13. Salutari, F., Da Hora, D., Dubuc, G., Rossi, D.: Analyzing Wikipedia users 2019; perceived quality of experience: a large-scale study. IEEE Trans. Netw. Serv. Manag. (2020). https://doi.org/10.1109/TNSM.2020.2978685

    Article  Google Scholar 

  14. Jeong, D., Cheng, M., St-Jean, M., Jalali, A.: Evaluation of ementalHealth.ca, a Canadian mental health website portal: Mixed methods assessment. J. Med. Internet Res. 21 (2019). https://doi.org/10.2196/13639

  15. Ruzza, M., Tiozzo, B., Mantovani, C., D’Este, F., Ravarotto, L.: Designing the information architecture of a complex website: a strategy based on news content and faceted classification. Int. J. Inf. Manage. 37, 166–176 (2017). https://doi.org/10.1016/j.ijinfomgt.2017.02.001

    Article  Google Scholar 

  16. Lachner, F., Fincke, F., Butz, A.: UX metrics: deriving country-specific usage patterns of a website plug-in from web analytics. In: Bernhaupt, R., Dalvi, G., Joshi, A., K. Balkrishan, D., O’Neill, J., Winckler, M. (eds.) INTERACT 2017. LNCS, vol. 10515, pp. 142–159. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-67687-6_11

    Chapter  Google Scholar 

  17. Bodrunova, S.S., Yakunin, A.V.: U-index: an eye-tracking-tested checklist on webpage aesthetics for university web spaces in Russia and the USA. In: Marcus, A., Wang, W. (eds.) DUXU 2017. LNCS, vol. 10288, pp. 219–233. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-58634-2_17

    Chapter  Google Scholar 

  18. Gopinath, S., Senthooran, V., Lojenaa, N., Kartheeswaran, T.: Usability and accessibility analysis of selected government websites in Sri Lanka. In: Proceedings - 2016 IEEE Region 10 Symposium, TENSYMP 2016, pp. 394–398 (2016). https://doi.org/10.1109/TENCONSpring.2016.7519439

  19. Kaur, K., Singh, H.: Click analytics: what clicks on webpage indicates? In: Proceedings on 2016 2nd International Conference on Next Generation Computing Technologies, NGCT 2016, pp. 608–614 (2017). https://doi.org/10.1109/NGCT.2016.7877485

  20. Ortega-Morán, J.F., et al.: Validation of the three web quality dimensions of a minimally invasive surgery e-learning platform. Int. J. Med. Inform. 107, 1–10 (2017). https://doi.org/10.1016/j.ijmedinf.2017.07.001

    Article  Google Scholar 

  21. Boucher, S., et al.: Teaching intuitive eating and acceptance and commitment therapy skills via a web-based intervention: a pilot single-arm intervention study. JMIR Res. Protoc. 5, e180 (2016). https://doi.org/10.2196/resprot.5861

    Article  Google Scholar 

  22. Rodden, K., Hutchinson, H., Fu, X.: Measuring the user experience on a large scale: user-centered metrics for web applications (2010). https://doi-org.ezproxybib.pucp.edu.pe/10.1145/1753326.1753687, https://doi.org/10.1145/1753326.1753687

  23. Perrin, J.M., Yang, L., Barba, S., Winkler, H.: All that glitters isn’t gold: The complexities of use statistics as an assessment tool for digital libraries. Electron. Libr. 35, 185–197 (2017). https://doi.org/10.1108/EL-09-2015-0179

    Article  Google Scholar 

  24. Wu, J., Brown, J.F.: Website redesign: a case study. Med. Ref. Serv. Q. 35, 158–174 (2016). https://doi.org/10.1080/02763869.2016.1152142

    Article  Google Scholar 

  25. Sheikh, A.: Evaluating the usability of COMSATS institute of information technology library website a case study. Electron. Libr. 35, 121–136 (2017). https://doi.org/10.1108/EL-08-2015-0149

    Article  Google Scholar 

  26. Quan, A.M.L., et al.: Mobile clinical decision tools among emergency department clinicians: web-based survey and analytic data for evaluation of the ottawa rules app. JMIR Mhealth Uhealth. 8, e15503 (2020). https://doi.org/10.2196/15503

    Article  Google Scholar 

  27. Glaser, N.J., Schmidt, M., Wade, S.L., Smith, A., Turnier, L., Modi, A.C.: The formative design of epilepsy journey: a web-based executive functioning intervention for adolescents with epilepsy. J. Formative Des. Learn. 1(2), 126–135 (2017). https://doi.org/10.1007/s41686-017-0011-3

    Article  Google Scholar 

  28. Bodrunova, S.S., Yakunin, A.V, Smolin, A.A.: Comparing efficacy of web design of university websites: mixed methodology and first results for Russia and the USA. In: Proceedings of the International Conference on Electronic Governance and Open Society: Challenges in Eurasia, New York, NY, USA, pp. 237–241. Association for Computing Machinery (2016). https://doi.org/10.1145/3014087.3014113

  29. Kaur, K., Singh, H.: Analysis of website using click analytics. Int. J. Comput. Sci. Eng. Technol. 5 (2015)

    Google Scholar 

  30. Hasan, L., Morris, A., Probets, S.: Using google analytics to evaluate the usability of e-commerce sites. In: Kurosu, M. (ed.) HCD 2009. LNCS, vol. 5619, pp. 697–706. Springer, Heidelberg (2009). https://doi.org/10.1007/978-3-642-02806-9_81

    Chapter  Google Scholar 

  31. Guzdial, M., Santos, P.J., Badre, A., Hudson, S.E., Gray, M.H.: Analyzing and visualizing log files: a computational science of usability. Georgia Institute of Technology (1994)

    Google Scholar 

  32. Nielsen, J.: Usability Engineering. Morgan Kaufmann, San Francisco (1994)

    MATH  Google Scholar 

Download references

Acknowledgement

This study is highly supported by the Section of Informatics Engineering of the Pontifical Catholic University of Peru (PUCP) – Peru, and the “HCI, Design, User Experience, Accessibility & Innovation Technologies” Research Group (HCI-DUXAIT). HCI-DUXAIT is a research group of PUCP.

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Correspondence to Fryda Palomino .

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Palomino, F., Paz, F., Moquillaza, A. (2021). Web Analytics for User Experience: A Systematic Literature Review. In: Soares, M.M., Rosenzweig, E., Marcus, A. (eds) Design, User Experience, and Usability: UX Research and Design. HCII 2021. Lecture Notes in Computer Science(), vol 12779. Springer, Cham. https://doi.org/10.1007/978-3-030-78221-4_21

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  • DOI: https://doi.org/10.1007/978-3-030-78221-4_21

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