The process of conducting an experiment involves collecting the experimental outcome measures. This is a particular problem for software experiments because our measures are not standardized. Thus, one goal of the data collection guidelines is to ensure that we have defined our data collection process well enough for our experiment to be replicated.
In addition, we need to monitor and record any deviations from our experimental plans. This includes monitoring all drop-outs in experiments and non-response in surveys.