I have a survey that was completed by more than 1000 people.
The layout is done group after group. In fact, some groups have just one question, so the group time here is in fact question time.
Main problem: recorded group times exceed the limits of how long this group is to be displayed.
To put it in the context. I have a group in which a video is displayed. Participants are asked to watch the whole video (231 seconds long) and then proceed to answer 7 questions (each question as a separate group) based on the video.
- video group has a question with a timer set to 250 seconds
- each question group that follows has a timer set to 40 seconds
The participants can skip both the video and the questions, that is why I am checking their times on each group.
- Video group time should be between 231 (= person watched the full video) and 260 seconds (given slow internet connection, we give a maximum of 10 seconds for the timer object to load, which is already counted as group time for what I understand).
- For the questions it is the same, each question time must be between 5 (time to read a question) to 45 seconds (we give maximum 5 seconds for the object to load).
The problem I encountered is with times exceeding the said limit. After analyzing the times of each question I realized that times that exceed the limit are somehow multiplications of time taken to answer. For example, the majority of times recorded for questions are truly between 5 and 45 seconds, but then there are some of them concentrated around 85 seconds.
I attach the file with plots of times and outliers (in terms of time limits) - outliers.png and another one but without some huge outliers (more than 3 times the upper time limit).
- FILM is group with video
- TEKST is group with text
- FILM.P1 is group with first question after video and so on
There you also have TEKST.Time (for the group with text to read) and it's questions. Time limit for text was 240 so we set it to 250 in the analysis. You don't need to concentrate on the lower outliers just the top ones. As you can see the problem exists, more or less, for each question. I hoped that this occurs for all times of some individuals, but no, it happens for some people, and if it does happen, it is for some of the times, sometimes for one time, sometimes for 6 or more. I was unable to correlate this behaviour with the device the respondents were using (they specify it in the very beginning of the survey).
You could advise me to drop those people for whom the time exceeds the upper limit for at least one group time. In that case, I would lose around 350 respondents, what's more, this is not just a "badly saved time", the times, when exceeding the upper limit of 45 seconds, are falling in certain boundaries, not some random values.
Do you know of any bugs related to this or how I can deal with this problem?
Thank you in advance!
Mateusz