Abstract
This chapter starts by depicting how the topic of web accessibility metrics was in 2011, analyses what has happened since, and discusses the challenges that accessibility metrics face today. More specifically, we review a variety of metrics and a quality framework for metrics based on validity, reliability, sensitivity, adequacy and complexity. We then describe what new metrics were defined and how metrics have been used in the last 7 years, which range from assessments of accessibility awareness, of accessibility progress, to in-depth analyses within the banking sector, in country-based and continent-based assessments. We illustrate metrics that use new kinds of data, like human judgements or questionnaires, that in some case are used to deal with validity and reliability of metrics. The chapter ends with a discussion of the challenges ahead.
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References
Abascal J, Arrue M, Valencia X (2018) Tools for web accessibility evaluation. In: Yesilada Y, Harper S (eds) Web accessibility. Springer. This volume
Al-Khalifa HS, Baazeem I, Alamer R (2017) Revisiting the accessibility of Saudi Arabia government websites. Univers Access Inf Soc 16(4):1027–1039 Nov
Bailey J, Burd E (2005) Tree-map visualization for web accessibility. In: COMPSAC ’05: proceedings of the 29th annual international computer software and applications conference (COMPSAC’05) vol 1. IEEE Computer Society, Washington, pp 275–280
Bailey J, Burd E (2007) Towards more mature web maintenance practices for accessibility. In: IEEE workshop on web site evolution, WSE07. IEEE Press, pp 81–87
Benavidez C, Cardoso C, Fernandes J, Gutiérrez y Restrepo E, Gutiérrez H, Martínez-Normand L (2014) Iberoamerican observatory of web accessibility. In: Miesenberger K, Fels D, Archambault D, Peňáz P, Zagler W (eds) Computers helping people with special needs. Springer International Publishing, pp 101–108
Brajnik G (2004) Comparing accessibility evaluation tools: a method for tool effectiveness. Univers Access Inf Soc 3(3):252–263
Brajnik G, Graca S (2018) On accessibility policies for higher education institutions. In: Proceedings of the 15th web for all conference, ACM. https://doi.org/10.1145/3192714.3192833
Brajnik G, Lomuscio R (2007) SAMBA: a semi-automatic method for measuring barriers of accessibility. In: Trewin S, Pontelli E (eds) 9th international ACM SIGACCESS conference on computers and accessibility, ASSETS, Tempe, AZ, ACM Press
Brajnik G, Yesilada Y, Harper S (2011) The expertise effect on web accessibility evaluation methods. Hum Comput Interact 26(3):246–283
BS and ISO (2011) Systems and software engineering systems and software quality requirements and evaluation (square) system and software quality models - BS ISO/IEC 25010:2011
Bühler C, Heck H, Perlick O, Nietzio A, Ullveit-Moe, N (2006) Interpreting results from large scale automatic evaluation of web accessibility. In: Computers helping people with special needs, ICCHP06, LNCS 4061. Springer, pp 184–191
Eraslan S, Bailey C (2018) End user evaluations. In: Yesilada Y, Harper S (eds) Web accessibility. Springer. This volume
European Parliament (2016) Directive (eu) 2016/2102 of the European parliament and of the council of 26 October 2016 on the accessibility of the websites and mobile applications of public sector bodies. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=uriserv:OJ.L_.2016.327.01.0001.01.ENG
Fernandes J, Benavidez C (2011) A zero in echecker equals a 10 in examinator: a comparison between two metrics by their scores. In: Connor JO, Vigo M, Brajnik G (eds) W3C symposium on website accessibility metrics, page article 8
Fukuda K, Saito S, Takagi H, Asakawa C (2005) Proposing new metrics to evaluate web usability for the blind. In: Extended abstracts of proceedings of the SIGCHI conference on human factors in computing systems, CHI’05. ACM Press, pp 1387–1390
G3ict (2016) Convention on the rights of persons with disabilties - 2016 ICT accessibility progress report. Technical report, G3ict. www.g3ict.org
Gambino O, Pirrone R, Di Giorgio F (2016) Accessibility of the italian institutional web pages: a survey on the compliance of the italian public administration web pages to the stanca act and its 22 technical requirements for web accessibility. Univers Access Inf Soc 15(2):305–312 Jun
González J, Macías M, Rodríguez R, Sànchez F (2003) Accessibility metrics of web pages for blind end–users. In: Cueva Lovelle JM et al (ed) Web engineering, number 2722 in Lecture notes in computer science. Springer, pp 661–707
Hackett S, Parmanto B, Zeng X (2004) Accessibility of internet web sites through time. In: Proceedings of ACM SIGACCESS conference on computers and accessibility. ACM Press, pp 32–39
Hanson VL, Richards JT (2013) Progress on website accessibility? ACM Trans Web 7(1). https://doi.org/10.1145/2435215.2435217
Ismailova R (2017) Web site accessibility, usability and security: a survey of government web sites in Kyrgyz Republic. Univers Access Inf Soc 16(1):257–264
Ivory MY, Yu S, Gronemyer K (2004) Search result exploration: a preliminary study of blind and sighted users’ decision making and performance. In: CHI ’04 extended abstracts on human factors in computing systems, CHI EA ’04. ACM, New York, pp 1453–1456
Lopes R, Carriço L (2008) The impact of accessibility assessment in macro scale universal usability studies of the web. In: International cross-disciplinary conference on web accessibility, W4A08. ACM Press, pp 5–14
Lorca P, de Andrés J, Belén Martínez A (2016) Does web accessibility differ among banks? World Wide Web 19:351–373. https://doi.org/10.1007/s11280-014-0314-0
Mich L, Franch M, Gaio L (2003) Evaluating and designing web site quality. IEEE MultiMed 10(1):34–43
Mucha J, Snaprud M, Nietzio A (2016) Web page clustering for more efficient website accessibility evaluations. In: Miesenberger K, Bühler C, Penaz P (eds) Computers helping people with special needs. Springer International Publishing, Cham, pp 259–266
Nietzio A, Eibegger M, Goodwin M, Snaprud M (2011) Towards a score function for wcag 2.0 benchmarking. In: Connor JO, Vigo M, Brajnik G (eds) W3C symposium on website accessibility metrics, page article 11
Nurmela K, Pirhonen A, Salminen A (2013) Accessibility of public web services: a distant dream? In: INTERACT 2013. IFIP international federation for information processing
Ochoa RL, Crovi DM (2018) Evaluation of accessibility in mexican cybermedia. Univers Access Inf Soc
Olsina L, Rossi G (2002) Measuring web application quality with WebQEM. IEEE Multimed 9(4):20–29
Olsina L, Papa F, Molina H (2008) How to measure and evaluate web applications in a consistent way. Springer, London, pp 385–420
Power C, Petrie H (2018) Working with participants. In: Yesilada Y, Harper S (eds) Web accessibility. Springer. This volume
Sirithumgul P, Suchato A, Punyabukkana P (2009) Quantitative evaluation for web accessibility with respect to disabled groups. In: International cross-disciplinary conference on web accessibility, W4A09. ACM Press, pp 136–141
Song S, Wang C, Li L, Yu Z, Lin X, Bu J (2017) WAEM: a web accessibility evaluation metric based on partial user experience order. In: Proceedings of the 14th web for all conference. ACM, 21 p
Song S, Bu J, Shen C, Artmeier A, Yu Z, Zhou Q (2018a) Reliability aware web accessibility experience metric. In: Proceedings of the 15th web for all conference, ACM. https://doi.org/10.1145/3192714.3192836
Song S, Bu J, Wang Y, Yu Z, Artmeier A, Dai L, Wang C (2018b) Web accessibility evaluation in a crowdsourcing-based system with expertise-based decision strategy. In: Proceedings of the 15th web for all conference, ACM. https://doi.org/10.1145/3192714.3192827
Sullivan T, Matson R (2000) Barriers to use: usability and content accessibility on the web’s most popular sites. In: Proceedings of the 2000 conference on universal usability, CUU ’00. ACM, New York, pp 139–144
Takagi H, Kawanaka S, Kobayashi M, Sato D, Asakawa C (2009) Collaborative web accessibility improvement: challenges and possibilities. In: Proceedings of the 11th international ACM SIGACCESS conference on Computers and accessibility, Assets ’09. ACM, New York, pp 195–202
Velleman E, Strobbe C, Koch J, Velasco CA, Snaprud M, Nietzio A (2007) D-WAB4: unified web evaluation methodology (UWEM)1.2. Technical report, WAB Cluster
Vigo M, Brajnik G (2011) Automatic web accessibility metrics: where we are and where we can go. Interact Comput 23(2):137–155
Vigo M, Harper S (2013) Evaluating accessibility-in-use. In: Proceedings of the 10th international cross-disciplinary conference on web accessibility, W4A ’13. ACM, New York, pp 7:1–7:4
Vigo M, Arrue M, Brajnik G, Lomuscio R, Abascal J (2007) Quantitative metrics for measuring web accessibility. In: W4A ’07: proceedings of the 2007 international cross-disciplinary workshop on web accessibility (W4A). ACM Press, New York, pp 99–107
Vigo M, Brown J, Conway V (2013) Benchmarking web accessibility evaluation tools: measuring the harm of sole reliance on automated tests. In: Proceedings of the 10th international cross-disciplinary conference on web accessibility, W4A ’13. ACM, New York, pp 1:1–1:10
Wentz B, Pham D, Feaser E, Smith D, Smith J, Wilson A (2018) Documenting the accessibility of 100 US bank and finance websites. Univers Access Inf Soc
Zeng X (2004) Evaluation and enhancement of web content accessibility for persons with disabilities. Ph.D. thesis, University of Pittsburgh
Zhang M, Wang C, Bu J, Yu Z, Lu Y, Zhang R, Chen C (2015) An optimal sampling method for web accessibility quantitative metric. In: Proceedings of the 12th web for all conference, ACM. https://doi.org/10.1145/2745555.2746663
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Brajnik, G., Vigo, M. (2019). Automatic Web Accessibility Metrics. In: Yesilada, Y., Harper, S. (eds) Web Accessibility. Human–Computer Interaction Series. Springer, London. https://doi.org/10.1007/978-1-4471-7440-0_27
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