I haven't read all of the replies but.... if you are looking at something over time then it may be worth looking at Survival Analysis/Event History Analysis..... I am not a stats student, however, I am conducting some quantitative research as part of my PhD. I have been on a training course for the above - it will allow you to look at the data from a particular time to a particular event. Not sure if this will help or not.