In which of these ways can researchers find out whether data are missing not at random? There is a statistical test to identify whether data are missing not at random. If respondents fail to show up for the survey, the data are missing not at random. If respondents abort the survey early, the data are missing not at random. There is no way to determine whether data are missing not at random