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116    CHAPTER 5  Surveys




                         5.5.3   RANDOM SAMPLING OF USAGE, NOT USERS
                         Another approach to sampling is the random sampling of usage, not users (Lazar and
                         Preece, 2001). For instance, it may be that every 10th time a web page is loaded, the user
                         is asked to fill out a survey. Often, this survey appears in a pop-up window. This sam-
                         pling technique is also known as intercept sampling (Sue and Ritter, 2007). While this
                         gets an accurate picture of usage, a subset of users (those who use the web page often) is
                         over-represented and those who do not view the web page often are under-represented.


                         5.5.4   SELF-SELECTED SURVEYS
                         In a “self-selected” survey, there is a link on a web page every time that it is loaded
                         and everyone visiting the website is invited to fill out the survey. So, it is less about a
                         certain group of people being recruited to participate and more about inviting every-
                         one to participate. (Yes, it can be a bit fuzzy sometimes in nonprobabilistic surveys
                         as to whether responses are invited or self-selected.)
                            If a self-selected survey is used, then both the number of survey responses and
                         the demographic data on respondents become increasingly important in establishing
                         the validity of the survey data. One of the earliest web-based survey studies came
                         from the Georgia Institute of Technology. The entire population of web users was in-
                         vited to participate. Banner ads about the survey, inviting people to participate, were
                         placed on search engines, news sites, general advertising networks, mailing lists and
                         newsgroups, and also in the popular press. Everyone was invited to participate in the
                         surveys, which took place semiannually from 1994 to 1998. In the final survey, 5022
                         people responded. See Pitkow and Kehoe (1996) for a good summary of the studies
                         and http://www.cc.gatech.edu/gvu/user_surveys/ for detailed data.
                            There may be reasons why a population could theoretically be well-defined and
                         probabilistic sampling be used, but it is not logistically realistic. See the sidebar
                         (“Probabilistic Sampling Probably Not Feasible”) for an example of a situation
                         where self-selected surveys are the only feasible approach for a population that theo-
                         retically (but not realistically) could be sampled using probabilistic methods.


                           PROBABILISTIC SAMPLING PROBABLY NOT FEASIBLE
                           A well-known, ongoing survey in the accessibility community is the “Screen
                           Reader Survey” run by WebAIM at Utah State University, which has the
                           goal of learning more about the preferences of screen reader users. Screen
                           readers are software applications, such as JAWS, VoiceOver, Window-Eyes,
                           and NVDA, that allow people who are Blind or low vision to listen to the
                           content on the screen, from web pages, applications, and operating systems
                           (and they are not only installed on desktop and laptop computers, but also on
                           tablet computers and smartphones). The first Screen Reader Survey was run in
                           Dec. 2008 and Jan. 2009, with 1121 responses to the survey. The most recent
                           (the 6th) Screen Reader Survey was run in Jul. 2015, with 2515 responses.
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